141 KiB
141 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | eva_giant_patch14_336.clip_ft_in1k | 336 | 71.200 | 28.800 | 90.336 | 9.664 | 1,013.01 | 1.000 | bicubic | -18.262 | -8.492 | +6 |
3 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 70.668 | 29.332 | 89.835 | 10.165 | 305.08 | 1.000 | bicubic | -19.386 | -9.221 | -1 |
4 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 70.546 | 29.454 | 89.841 | 10.159 | 305.08 | 1.000 | bicubic | -19.008 | -9.083 | +3 |
5 | eva_giant_patch14_224.clip_ft_in1k | 224 | 70.076 | 29.924 | 89.766 | 10.234 | 1,012.56 | 0.900 | bicubic | -18.810 | -8.914 | +5 |
6 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 256 | 70.062 | 29.938 | 90.344 | 9.656 | 846.47 | 1.000 | bicubic | -18.560 | -8.374 | +10 |
7 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 68.036 | 31.964 | 87.830 | 12.170 | 1,013.01 | 1.000 | bicubic | -21.534 | -11.124 | -1 |
8 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 67.561 | 32.439 | 87.496 | 12.504 | 305.08 | 1.000 | bicubic | -22.405 | -11.520 | -5 |
9 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 67.480 | 32.520 | 87.471 | 12.529 | 1,014.45 | 1.000 | bicubic | -22.316 | -11.519 | -5 |
10 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 67.437 | 32.563 | 87.877 | 12.123 | 632.05 | 1.000 | bicubic | -20.187 | -10.350 | +38 |
11 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 66.987 | 33.013 | 87.455 | 12.545 | 305.08 | 1.000 | bicubic | -22.645 | -11.499 | -6 |
12 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 384 | 66.466 | 33.534 | 87.406 | 12.594 | 200.13 | 1.000 | bicubic | -21.424 | -11.042 | +29 |
13 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 65.747 | 34.253 | 86.948 | 13.052 | 304.53 | 1.000 | bicubic | -22.119 | -11.406 | +29 |
14 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 384 | 65.745 | 34.255 | 87.021 | 12.979 | 200.13 | 1.000 | bicubic | -22.589 | -11.553 | +9 |
15 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 65.309 | 34.691 | 86.862 | 13.138 | 632.05 | 1.000 | bicubic | -22.969 | -11.690 | +10 |
16 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 65.289 | 34.711 | 86.765 | 13.235 | 632.46 | 1.000 | bicubic | -23.339 | -11.905 | -1 |
17 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 65.071 | 34.929 | 86.288 | 13.712 | 200.13 | 1.000 | bicubic | -22.265 | -11.934 | +44 |
18 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 320 | 64.916 | 35.084 | 86.630 | 13.370 | 200.13 | 1.000 | bicubic | -23.054 | -11.844 | +19 |
19 | vit_large_patch14_clip_224.laion2b_ft_in1k | 224 | 64.827 | 35.173 | 86.581 | 13.419 | 304.20 | 1.000 | bicubic | -22.471 | -11.657 | +44 |
20 | regnety_1280.swag_ft_in1k | 384 | 64.110 | 35.890 | 86.052 | 13.948 | 644.81 | 1.000 | bicubic | -24.114 | -12.646 | +10 |
21 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 64.059 | 35.941 | 85.912 | 14.088 | 304.53 | 1.000 | bicubic | -24.205 | -12.616 | +6 |
22 | eva_large_patch14_336.in22k_ft_in1k | 336 | 63.084 | 36.916 | 84.394 | 15.607 | 304.53 | 1.000 | bicubic | -25.606 | -14.316 | -10 |
23 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 62.642 | 37.358 | 85.124 | 14.876 | 304.20 | 1.000 | bicubic | -25.218 | -13.306 | +20 |
24 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 62.062 | 37.938 | 84.348 | 15.652 | 304.20 | 1.000 | bicubic | -25.835 | -14.060 | +16 |
25 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 61.664 | 38.336 | 83.678 | 16.322 | 304.53 | 1.000 | bicubic | -26.528 | -14.892 | +7 |
26 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 61.396 | 38.604 | 83.395 | 16.605 | 304.20 | 1.000 | bicubic | -26.766 | -15.145 | +8 |
27 | eva_large_patch14_196.in22k_ft_in1k | 196 | 61.149 | 38.851 | 82.759 | 17.241 | 304.14 | 1.000 | bicubic | -26.807 | -15.721 | +11 |
28 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 60.935 | 39.065 | 82.153 | 17.847 | 304.53 | 1.000 | bicubic | -28.315 | -16.699 | -19 |
29 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 60.815 | 39.185 | 83.213 | 16.788 | 88.59 | 1.000 | bicubic | -26.335 | -15.015 | +38 |
30 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 60.318 | 39.682 | 82.719 | 17.281 | 88.59 | 1.000 | bicubic | -25.866 | -15.209 | +107 |
31 | regnety_1280.swag_lc_in1k | 224 | 59.934 | 40.066 | 83.152 | 16.848 | 644.81 | 0.965 | bicubic | -26.032 | -14.700 | +127 |
32 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 59.871 | 40.129 | 81.120 | 18.880 | 304.14 | 1.000 | bicubic | -28.725 | -17.542 | -15 |
33 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 59.848 | 40.152 | 82.808 | 17.192 | 88.59 | 1.000 | bicubic | -26.538 | -15.168 | +84 |
34 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 384 | 59.414 | 40.586 | 82.248 | 17.752 | 88.59 | 1.000 | bicubic | -27.074 | -15.714 | +76 |
35 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 58.510 | 41.490 | 80.786 | 19.214 | 87.12 | 1.000 | bicubic | -30.172 | -17.942 | -22 |
36 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 58.417 | 41.583 | 80.412 | 19.588 | 468.53 | 0.875 | bilinear | -26.681 | -17.030 | +211 |
37 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 58.374 | 41.626 | 80.218 | 19.782 | 304.43 | 0.950 | bicubic | -30.032 | -18.384 | -17 |
38 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 58.032 | 41.968 | 80.733 | 19.267 | 87.12 | 1.000 | bicubic | -30.234 | -17.837 | -12 |
39 | regnety_320.swag_ft_in1k | 384 | 57.936 | 42.064 | 81.503 | 18.497 | 145.05 | 1.000 | bicubic | -28.924 | -16.853 | +44 |
40 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 57.889 | 42.111 | 79.654 | 20.346 | 660.29 | 1.000 | bicubic | -30.773 | -19.080 | -26 |
41 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 57.859 | 42.141 | 79.428 | 20.572 | 660.29 | 1.000 | bicubic | -31.001 | -19.312 | -30 |
42 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 57.698 | 42.302 | 79.913 | 20.087 | 194.03 | 0.875 | bilinear | -26.466 | -17.275 | +324 |
43 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 57.472 | 42.528 | 80.404 | 19.596 | 194.03 | 0.875 | bilinear | -25.874 | -16.440 | +462 |
44 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 56.979 | 43.021 | 79.166 | 20.834 | 305.00 | 1.000 | bicubic | -31.403 | -19.442 | -23 |
45 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 56.869 | 43.131 | 79.990 | 20.010 | 86.86 | 1.000 | bicubic | -29.769 | -18.018 | +50 |
46 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 56.796 | 43.204 | 78.897 | 21.103 | 305.67 | 1.000 | bicubic | -31.782 | -19.763 | -28 |
47 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 56.448 | 43.552 | 78.974 | 21.026 | 88.79 | 0.875 | bilinear | -27.834 | -18.200 | +304 |
48 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 56.283 | 43.717 | 77.305 | 22.695 | 116.14 | 1.000 | bicubic | -31.529 | -21.062 | -4 |
49 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 56.228 | 43.772 | 78.746 | 21.254 | 475.32 | 1.000 | bicubic | -32.076 | -19.794 | -25 |
50 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 56.161 | 43.839 | 78.681 | 21.319 | 475.77 | 1.000 | bicubic | -32.379 | -19.971 | -31 |
51 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 56.108 | 43.892 | 78.661 | 21.339 | 119.88 | 1.000 | bicubic | -32.104 | -19.877 | -20 |
52 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 55.784 | 44.216 | 77.636 | 22.364 | 632.13 | 1.000 | bicubic | -31.396 | -20.628 | +14 |
53 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 55.702 | 44.298 | 78.027 | 21.973 | 119.65 | 1.000 | bicubic | -32.226 | -20.511 | -14 |
54 | regnety_320.swag_lc_in1k | 224 | 55.442 | 44.558 | 79.744 | 20.256 | 145.05 | 0.965 | bicubic | -29.190 | -17.740 | +244 |
55 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 55.419 | 44.581 | 79.070 | 20.930 | 86.57 | 1.000 | bicubic | -30.075 | -18.502 | +147 |
56 | regnety_160.swag_ft_in1k | 384 | 55.165 | 44.835 | 79.329 | 20.671 | 83.59 | 1.000 | bicubic | -30.853 | -18.721 | +97 |
57 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 55.153 | 44.847 | 77.260 | 22.740 | 212.33 | 1.000 | bicubic | -33.083 | -21.348 | -28 |
58 | maxvit_large_tf_384.in21k_ft_in1k | 384 | 55.069 | 44.931 | 77.148 | 22.852 | 212.03 | 1.000 | bicubic | -32.927 | -21.420 | -22 |
59 | convnext_xlarge.fb_in22k_ft_in1k_384 | 384 | 55.010 | 44.990 | 76.771 | 23.229 | 350.20 | 1.000 | bicubic | -32.756 | -21.783 | -14 |
60 | beit_large_patch16_224.in22k_ft_in22k_in1k | 224 | 54.973 | 45.027 | 77.616 | 22.384 | 304.43 | 0.900 | bicubic | -32.515 | -20.700 | -9 |
61 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 224 | 54.957 | 45.043 | 77.524 | 22.476 | 88.79 | 0.875 | bilinear | -27.763 | -19.100 | +525 |
62 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 54.912 | 45.088 | 77.376 | 22.624 | 304.76 | 1.000 | bicubic | -32.822 | -21.132 | -16 |
63 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 54.790 | 45.210 | 76.861 | 23.139 | 116.09 | 1.000 | bicubic | -32.688 | -21.513 | -11 |
64 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 54.446 | 45.554 | 76.824 | 23.176 | 98.75 | 1.000 | bicubic | -33.620 | -21.766 | -29 |
65 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 54.383 | 45.617 | 76.559 | 23.441 | 304.37 | 1.000 | bicubic | -32.603 | -21.681 | +10 |
66 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 54.291 | 45.709 | 77.292 | 22.708 | 75.26 | 0.965 | bicubic | -31.761 | -20.514 | +83 |
67 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 54.169 | 45.831 | 75.568 | 24.432 | 304.43 | 0.950 | bicubic | -33.245 | -22.648 | -9 |
68 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 53.917 | 46.083 | 76.032 | 23.968 | 197.96 | 1.000 | bicubic | -34.261 | -22.486 | -35 |
69 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 53.860 | 46.140 | 77.003 | 22.997 | 75.26 | 0.965 | bicubic | -32.346 | -20.807 | +65 |
70 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 53.780 | 46.220 | 75.160 | 24.840 | 116.14 | 0.950 | bicubic | -33.128 | -22.844 | +10 |
71 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 53.646 | 46.354 | 76.407 | 23.593 | 44.18 | 0.875 | bilinear | -29.622 | -20.353 | +439 |
72 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 53.497 | 46.503 | 75.659 | 24.341 | 86.86 | 1.000 | bicubic | -33.715 | -22.369 | -7 |
73 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 53.169 | 46.831 | 76.178 | 23.822 | 75.26 | 1.000 | bicubic | -33.129 | -21.910 | +51 |
74 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 53.096 | 46.904 | 76.683 | 23.317 | 86.86 | 1.000 | bicubic | -33.122 | -21.203 | +57 |
75 | regnety_160.swag_lc_in1k | 224 | 53.090 | 46.910 | 78.162 | 21.838 | 83.59 | 0.965 | bicubic | -30.718 | -18.498 | +346 |
76 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 53.015 | 46.985 | 76.050 | 23.950 | 75.26 | 1.000 | bicubic | -33.369 | -21.888 | +42 |
77 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 52.905 | 47.095 | 75.087 | 24.913 | 88.72 | 1.000 | bicubic | -34.733 | -23.329 | -30 |
78 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 52.895 | 47.105 | 74.963 | 25.037 | 99.88 | 1.000 | bicubic | -34.707 | -23.469 | -29 |
79 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 52.799 | 47.201 | 74.735 | 25.265 | 304.72 | 1.000 | bicubic | -34.295 | -23.571 | -9 |
80 | caformer_b36.sail_in22k_ft_in1k | 224 | 52.782 | 47.218 | 75.279 | 24.721 | 98.75 | 1.000 | bicubic | -34.658 | -23.052 | -24 |
81 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 52.738 | 47.262 | 74.710 | 25.290 | 197.77 | 1.000 | bicubic | -34.718 | -23.670 | -26 |
82 | convformer_b36.sail_in22k_ft_in1k | 224 | 52.730 | 47.270 | 74.908 | 25.092 | 99.88 | 1.000 | bicubic | -34.253 | -23.250 | -6 |
83 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 52.573 | 47.427 | 74.395 | 25.605 | 350.20 | 0.875 | bicubic | -34.397 | -23.809 | -5 |
84 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 52.400 | 47.600 | 73.808 | 26.192 | 73.88 | 1.000 | bicubic | -35.002 | -24.500 | -25 |
85 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 384 | 52.312 | 47.688 | 74.401 | 25.599 | 196.74 | 1.000 | bicubic | -35.162 | -23.863 | -32 |
86 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 52.210 | 47.790 | 73.916 | 26.084 | 350.20 | 1.000 | bicubic | -35.164 | -24.414 | -26 |
87 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 52.039 | 47.961 | 73.544 | 26.456 | 329.09 | 1.000 | bicubic | -34.145 | -24.130 | +49 |
88 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 51.831 | 48.169 | 73.706 | 26.294 | 304.33 | 0.900 | bicubic | -34.019 | -24.120 | +78 |
89 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 51.815 | 48.185 | 74.668 | 25.332 | 86.57 | 0.950 | bicubic | -34.395 | -23.088 | +43 |
90 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 51.644 | 48.356 | 73.684 | 26.316 | 197.96 | 0.875 | bicubic | -35.620 | -24.560 | -26 |
91 | convnext_base.fb_in22k_ft_in1k_384 | 384 | 51.553 | 48.447 | 74.537 | 25.463 | 88.59 | 1.000 | bicubic | -35.273 | -23.707 | -5 |
92 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 51.410 | 48.590 | 73.817 | 26.183 | 480.31 | 0.936 | bicubic | -36.840 | -24.739 | -64 |
93 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 51.182 | 48.818 | 73.130 | 26.870 | 116.09 | 0.950 | bicubic | -35.456 | -24.884 | +1 |
94 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 51.149 | 48.851 | 74.344 | 25.656 | 86.86 | 0.950 | bicubic | -35.879 | -23.850 | -22 |
95 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 51.041 | 48.959 | 73.415 | 26.585 | 56.20 | 1.000 | bicubic | -36.431 | -24.893 | -41 |
96 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 51.009 | 48.991 | 73.287 | 26.713 | 87.92 | 1.000 | bicubic | -36.131 | -24.941 | -28 |
97 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 50.993 | 49.007 | 74.824 | 25.176 | 86.57 | 0.900 | bicubic | -34.293 | -22.616 | +123 |
98 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 50.789 | 49.211 | 72.790 | 27.210 | 208.12 | 1.000 | bicubic | -34.773 | -24.660 | +97 |
99 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 50.787 | 49.213 | 73.647 | 26.353 | 39.57 | 0.965 | bicubic | -33.669 | -23.181 | +221 |
100 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 50.771 | 49.229 | 73.645 | 26.355 | 149.39 | 1.000 | bicubic | -36.537 | -24.689 | -38 |
101 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 50.663 | 49.337 | 73.641 | 26.359 | 39.57 | 0.965 | bicubic | -34.147 | -23.659 | +181 |
102 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 50.555 | 49.445 | 72.747 | 27.253 | 88.72 | 0.875 | bicubic | -36.197 | -25.273 | -12 |
103 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 50.492 | 49.508 | 73.303 | 26.697 | 25.03 | 0.875 | bilinear | -31.670 | -22.921 | +581 |
104 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 50.471 | 49.529 | 72.784 | 27.216 | 196.74 | 0.900 | bicubic | -36.463 | -25.320 | -25 |
105 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 384 | 50.343 | 49.657 | 72.532 | 27.468 | 196.74 | 1.000 | bicubic | -36.795 | -25.698 | -36 |
106 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 50.166 | 49.834 | 72.389 | 27.611 | 197.96 | 1.000 | bicubic | -37.328 | -25.971 | -56 |
107 | vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 50.095 | 49.905 | 72.603 | 27.397 | 64.27 | 1.000 | bicubic | -37.341 | -25.655 | -50 |
108 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 50.078 | 49.922 | 71.234 | 28.767 | 672.78 | 0.900 | bicubic | -36.756 | -26.776 | -23 |
109 | convnext_large.fb_in22k_ft_in1k | 288 | 49.942 | 50.058 | 72.208 | 27.792 | 197.77 | 1.000 | bicubic | -37.072 | -26.004 | -36 |
110 | convnext_large.fb_in22k_ft_in1k | 224 | 49.922 | 50.078 | 72.204 | 27.796 | 197.77 | 0.875 | bicubic | -36.690 | -25.832 | -13 |
111 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 49.793 | 50.207 | 72.837 | 27.163 | 57.87 | 1.000 | bicubic | -36.749 | -25.295 | -8 |
112 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 49.749 | 50.251 | 72.116 | 27.884 | 208.12 | 1.000 | bicubic | -36.999 | -25.898 | -21 |
113 | caformer_m36.sail_in22k_ft_in1k | 224 | 49.708 | 50.292 | 72.133 | 27.866 | 56.20 | 1.000 | bicubic | -36.900 | -25.904 | -15 |
114 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 49.700 | 50.300 | 72.731 | 27.269 | 118.52 | 1.000 | bicubic | -36.132 | -25.039 | +56 |
115 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 49.693 | 50.307 | 72.872 | 27.128 | 86.57 | 0.950 | bicubic | -36.270 | -24.846 | +44 |
116 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 49.645 | 50.355 | 72.611 | 27.389 | 44.82 | 1.000 | bicubic | -36.719 | -25.429 | +5 |
117 | vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 49.543 | 50.457 | 71.544 | 28.456 | 64.11 | 0.950 | bicubic | -37.061 | -26.392 | -18 |
118 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 49.516 | 50.484 | 72.340 | 27.660 | 25.56 | 0.875 | bilinear | -31.630 | -23.226 | +705 |
119 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 224 | 49.512 | 50.488 | 72.407 | 27.593 | 86.53 | 0.900 | bicubic | -36.982 | -25.649 | -10 |
120 | hgnet_base.ssld_in1k | 224 | 49.374 | 50.626 | 71.536 | 28.464 | 71.58 | 0.965 | bicubic | -35.538 | -25.804 | +151 |
121 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 49.349 | 50.651 | 70.835 | 29.165 | 73.88 | 0.950 | bicubic | -37.191 | -27.061 | -17 |
122 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 49.170 | 50.830 | 71.237 | 28.763 | 88.72 | 1.000 | bicubic | -37.828 | -26.927 | -48 |
123 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 49.129 | 50.871 | 71.385 | 28.615 | 57.05 | 1.000 | bicubic | -37.739 | -26.741 | -42 |
124 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 49.079 | 50.921 | 72.605 | 27.395 | 88.22 | 0.900 | bicubic | -33.551 | -23.599 | +478 |
125 | convformer_m36.sail_in22k_ft_in1k | 224 | 49.062 | 50.938 | 71.475 | 28.525 | 57.05 | 1.000 | bicubic | -37.090 | -26.377 | +15 |
126 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 224 | 48.981 | 51.019 | 71.375 | 28.625 | 196.53 | 0.900 | bicubic | -37.349 | -26.507 | -4 |
127 | convnext_base.fb_in22k_ft_in1k | 288 | 48.954 | 51.046 | 71.705 | 28.295 | 88.59 | 1.000 | bicubic | -37.344 | -26.235 | -4 |
128 | convnext_base.fb_in22k_ft_in1k | 224 | 48.806 | 51.194 | 71.911 | 28.089 | 88.59 | 0.875 | bicubic | -37.010 | -25.943 | +44 |
129 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 48.796 | 51.204 | 71.532 | 28.468 | 39.57 | 1.000 | bicubic | -36.128 | -25.982 | +140 |
130 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 48.785 | 51.215 | 72.029 | 27.971 | 118.52 | 1.000 | bicubic | -38.017 | -26.107 | -42 |
131 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 48.783 | 51.217 | 71.379 | 28.621 | 87.92 | 0.900 | bicubic | -37.493 | -26.529 | -5 |
132 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 48.763 | 51.237 | 70.121 | 29.879 | 73.87 | 0.950 | bicubic | -37.817 | -27.775 | -30 |
133 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 48.690 | 51.310 | 72.088 | 27.912 | 86.74 | 1.000 | bicubic | -38.126 | -26.048 | -46 |
134 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 48.655 | 51.345 | 71.381 | 28.619 | 39.57 | 1.000 | bicubic | -36.495 | -26.219 | +105 |
135 | convnextv2_huge.fcmae_ft_in1k | 224 | 48.578 | 51.422 | 69.540 | 30.460 | 660.29 | 0.875 | bicubic | -37.682 | -28.212 | -8 |
136 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 384 | 48.521 | 51.479 | 71.829 | 28.171 | 87.90 | 1.000 | bicubic | -37.917 | -26.239 | -22 |
137 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 48.472 | 51.528 | 71.513 | 28.488 | 39.30 | 1.000 | bicubic | -38.392 | -26.709 | -55 |
138 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 48.425 | 51.575 | 71.892 | 28.108 | 54.14 | 1.000 | bicubic | -36.343 | -25.548 | +149 |
139 | maxvit_base_tf_512.in1k | 512 | 48.246 | 51.754 | 70.844 | 29.156 | 119.88 | 1.000 | bicubic | -38.352 | -27.082 | -38 |
140 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 48.211 | 51.789 | 70.876 | 29.124 | 328.99 | 0.900 | bicubic | -36.221 | -26.276 | +190 |
141 | nextvit_large.bd_ssld_6m_in1k | 224 | 48.077 | 51.923 | 71.147 | 28.853 | 57.87 | 0.950 | bicubic | -37.447 | -26.529 | +58 |
142 | nextvit_base.bd_ssld_6m_in1k | 224 | 48.046 | 51.954 | 70.721 | 29.279 | 44.82 | 0.950 | bicubic | -37.136 | -26.873 | +92 |
143 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 48.014 | 51.986 | 69.671 | 30.329 | 64.11 | 0.950 | bicubic | -38.194 | -28.211 | -10 |
144 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 47.950 | 52.050 | 70.899 | 29.101 | 88.30 | 1.000 | bicubic | -37.460 | -26.761 | +69 |
145 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 47.786 | 52.214 | 70.947 | 29.053 | 86.58 | 0.900 | bicubic | -38.050 | -26.827 | +24 |
146 | tf_efficientnet_b7.ns_jft_in1k | 600 | 47.725 | 52.275 | 69.603 | 30.398 | 66.35 | 0.949 | bicubic | -39.127 | -28.477 | -62 |
147 | tf_efficientnet_b6.ns_jft_in1k | 528 | 47.719 | 52.281 | 69.903 | 30.097 | 43.04 | 0.942 | bicubic | -38.757 | -27.965 | -35 |
148 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 47.676 | 52.324 | 69.736 | 30.264 | 86.88 | 1.000 | bicubic | -39.068 | -28.374 | -56 |
149 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 47.582 | 52.418 | 70.066 | 29.934 | 88.34 | 1.000 | bicubic | -38.218 | -27.566 | +25 |
150 | hrnet_w48_ssld.paddle_in1k | 224 | 47.535 | 52.465 | 69.398 | 30.602 | 77.47 | 0.950 | bilinear | -36.143 | -27.450 | +299 |
151 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 47.499 | 52.501 | 70.334 | 29.666 | 86.58 | 0.900 | bicubic | -38.728 | -27.507 | -21 |
152 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 47.468 | 52.532 | 70.923 | 29.077 | 54.14 | 1.000 | bicubic | -38.546 | -27.033 | +2 |
153 | hgnet_base.ssld_in1k | 288 | 47.419 | 52.581 | 69.322 | 30.678 | 71.58 | 1.000 | bicubic | -38.053 | -28.312 | +51 |
154 | tf_efficientnet_l2.ns_jft_in1k | 800 | 47.397 | 52.603 | 69.844 | 30.156 | 480.31 | 0.960 | bicubic | -40.965 | -28.812 | -132 |
155 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 47.370 | 52.630 | 69.817 | 30.183 | 86.59 | 1.000 | bicubic | -38.358 | -27.791 | +27 |
156 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 47.234 | 52.766 | 70.039 | 29.961 | 21.27 | 1.000 | bicubic | -39.218 | -27.845 | -43 |
157 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 47.152 | 52.848 | 69.498 | 30.502 | 40.01 | 1.000 | bicubic | -39.228 | -28.478 | -38 |
158 | maxvit_large_tf_512.in1k | 512 | 47.057 | 52.943 | 69.575 | 30.425 | 212.33 | 1.000 | bicubic | -39.477 | -28.305 | -52 |
159 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 46.886 | 53.114 | 69.518 | 30.482 | 50.22 | 1.000 | bicubic | -38.868 | -28.364 | +22 |
160 | convnextv2_huge.fcmae_ft_in1k | 288 | 46.882 | 53.118 | 67.777 | 32.223 | 660.29 | 1.000 | bicubic | -39.736 | -30.191 | -64 |
161 | convformer_s36.sail_in22k_ft_in1k | 224 | 46.877 | 53.123 | 69.549 | 30.451 | 40.01 | 1.000 | bicubic | -38.548 | -27.925 | +50 |
162 | caformer_s36.sail_in22k_ft_in1k | 224 | 46.708 | 53.292 | 69.773 | 30.227 | 39.30 | 1.000 | bicubic | -39.080 | -28.055 | +13 |
163 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 46.517 | 53.483 | 69.597 | 30.403 | 93.59 | 0.950 | bicubic | -40.019 | -28.497 | -58 |
164 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 46.428 | 53.572 | 69.154 | 30.846 | 31.76 | 1.000 | bicubic | -39.528 | -28.746 | -4 |
165 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 46.281 | 53.719 | 69.217 | 30.783 | 21.23 | 1.000 | bicubic | -39.813 | -28.495 | -20 |
166 | maxvit_base_tf_384.in1k | 384 | 46.273 | 53.727 | 68.537 | 31.463 | 119.65 | 1.000 | bicubic | -40.021 | -29.267 | -41 |
167 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 46.258 | 53.742 | 69.905 | 30.095 | 86.53 | 0.900 | bicubic | -38.986 | -27.747 | +59 |
168 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 46.218 | 53.782 | 69.320 | 30.680 | 88.30 | 0.950 | bicubic | -39.008 | -28.078 | +60 |
169 | hrnet_w48_ssld.paddle_in1k | 288 | 46.210 | 53.790 | 68.141 | 31.860 | 77.47 | 1.000 | bilinear | -38.274 | -29.085 | +146 |
170 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 45.998 | 54.002 | 67.865 | 32.135 | 86.53 | 0.900 | bicubic | -39.598 | -29.649 | +21 |
171 | convnextv2_large.fcmae_ft_in1k | 224 | 45.922 | 54.078 | 67.026 | 32.974 | 197.96 | 0.875 | bicubic | -39.840 | -30.560 | +7 |
172 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 45.892 | 54.108 | 68.571 | 31.429 | 93.59 | 1.000 | bicubic | -40.830 | -29.611 | -79 |
173 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 45.882 | 54.118 | 68.522 | 31.478 | 86.86 | 1.000 | bicubic | -40.124 | -29.478 | -17 |
174 | hiera_large_224.mae_in1k_ft_in1k | 224 | 45.823 | 54.177 | 66.315 | 33.685 | 213.74 | 0.900 | bicubic | -40.221 | -31.333 | -24 |
175 | maxvit_large_tf_384.in1k | 384 | 45.796 | 54.204 | 68.121 | 31.879 | 212.03 | 1.000 | bicubic | -40.440 | -29.569 | -47 |
176 | tf_efficientnet_b8.ap_in1k | 672 | 45.764 | 54.236 | 67.911 | 32.089 | 87.41 | 0.954 | bicubic | -39.602 | -29.387 | +41 |
177 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 45.739 | 54.261 | 68.881 | 31.119 | 88.22 | 0.900 | bicubic | -37.567 | -27.649 | +331 |
178 | vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 45.725 | 54.275 | 67.685 | 32.315 | 60.60 | 1.000 | bicubic | -40.877 | -30.337 | -78 |
179 | convnext_small.in12k_ft_in1k_384 | 384 | 45.709 | 54.291 | 67.828 | 32.172 | 50.22 | 1.000 | bicubic | -40.477 | -30.092 | -44 |
180 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 45.646 | 54.354 | 68.856 | 31.144 | 93.59 | 0.875 | bicubic | -40.310 | -28.968 | -19 |
181 | tf_efficientnet_b5.ns_jft_in1k | 456 | 45.617 | 54.383 | 67.854 | 32.146 | 30.39 | 0.934 | bicubic | -40.485 | -29.896 | -38 |
182 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 224 | 45.562 | 54.438 | 68.510 | 31.490 | 87.77 | 0.900 | bicubic | -39.708 | -29.058 | +41 |
183 | hgnet_small.ssld_in1k | 224 | 45.354 | 54.646 | 67.802 | 32.197 | 24.36 | 0.965 | bicubic | -38.456 | -29.066 | +237 |
184 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 45.342 | 54.658 | 66.655 | 33.345 | 186.27 | 1.000 | bicubic | -40.506 | -31.029 | -17 |
185 | mvitv2_large.fb_in1k | 224 | 45.322 | 54.678 | 65.211 | 34.789 | 217.99 | 0.900 | bicubic | -39.942 | -31.977 | +40 |
186 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 45.259 | 54.741 | 67.592 | 32.408 | 19.80 | 0.965 | bicubic | -38.435 | -29.196 | +258 |
187 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 45.120 | 54.880 | 67.413 | 32.587 | 86.57 | 0.900 | bicubic | -39.990 | -30.125 | +56 |
188 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 45.031 | 54.969 | 68.461 | 31.539 | 88.22 | 0.900 | bicubic | -36.915 | -27.513 | +528 |
189 | nextvit_small.bd_ssld_6m_in1k | 224 | 45.018 | 54.982 | 67.712 | 32.288 | 31.76 | 0.950 | bicubic | -39.838 | -29.668 | +89 |
190 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 44.904 | 55.096 | 67.549 | 32.451 | 93.59 | 1.000 | bicubic | -41.614 | -30.487 | -83 |
191 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 44.823 | 55.177 | 67.555 | 32.445 | 21.20 | 0.950 | bicubic | -40.265 | -29.801 | +58 |
192 | convnextv2_large.fcmae_ft_in1k | 288 | 44.805 | 55.195 | 65.861 | 34.139 | 197.96 | 1.000 | bicubic | -41.321 | -31.957 | -51 |
193 | regnety_160.lion_in12k_ft_in1k | 224 | 44.575 | 55.425 | 66.317 | 33.683 | 83.59 | 0.950 | bicubic | -41.027 | -31.351 | -3 |
194 | volo_d5_512.sail_in1k | 512 | 44.570 | 55.430 | 65.755 | 34.245 | 296.09 | 1.150 | bicubic | -42.496 | -32.219 | -123 |
195 | regnety_160.sw_in12k_ft_in1k | 224 | 44.530 | 55.470 | 66.515 | 33.485 | 83.59 | 0.950 | bicubic | -41.064 | -31.153 | -3 |
196 | rdnet_large.nv_in1k | 224 | 44.522 | 55.478 | 65.012 | 34.988 | 186.27 | 0.900 | bicubic | -40.272 | -32.142 | +87 |
197 | vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 44.462 | 55.538 | 65.505 | 34.495 | 60.40 | 0.950 | bicubic | -41.266 | -32.241 | -14 |
198 | convnext_small.in12k_ft_in1k | 224 | 44.326 | 55.674 | 66.309 | 33.691 | 50.22 | 0.950 | bicubic | -40.838 | -31.193 | +39 |
199 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 44.302 | 55.698 | 66.623 | 33.377 | 28.64 | 1.000 | bicubic | -40.804 | -31.009 | +45 |
200 | cait_m48_448.fb_dist_in1k | 448 | 44.247 | 55.753 | 64.706 | 35.294 | 356.46 | 1.000 | bicubic | -42.235 | -33.040 | -89 |
201 | deit3_large_patch16_384.fb_in1k | 384 | 44.178 | 55.822 | 64.833 | 35.167 | 304.76 | 1.000 | bicubic | -41.639 | -32.769 | -30 |
202 | dm_nfnet_f6.dm_in1k | 448 | 44.116 | 55.884 | 65.885 | 34.115 | 438.36 | 0.956 | bicubic | -42.038 | -31.883 | -63 |
203 | volo_d5_448.sail_in1k | 448 | 44.096 | 55.904 | 65.065 | 34.935 | 295.91 | 1.150 | bicubic | -42.882 | -32.863 | -126 |
204 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 44.013 | 55.987 | 65.932 | 34.068 | 22.13 | 1.000 | bicubic | -41.747 | -31.678 | -25 |
205 | dm_nfnet_f5.dm_in1k | 416 | 43.923 | 56.077 | 64.869 | 35.131 | 377.21 | 0.954 | bicubic | -41.793 | -32.683 | -21 |
206 | deit3_huge_patch14_224.fb_in1k | 224 | 43.819 | 56.181 | 64.311 | 35.689 | 632.13 | 0.900 | bicubic | -41.403 | -33.055 | +23 |
207 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 43.797 | 56.203 | 66.397 | 33.602 | 19.80 | 1.000 | bicubic | -40.137 | -30.666 | +186 |
208 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 43.613 | 56.387 | 64.106 | 35.894 | 60.40 | 0.950 | bicubic | -41.811 | -33.606 | +4 |
209 | convnext_small.fb_in22k_ft_in1k | 224 | 43.611 | 56.389 | 66.564 | 33.435 | 50.22 | 0.875 | bicubic | -40.971 | -30.850 | +94 |
210 | convnext_small.fb_in22k_ft_in1k | 288 | 43.593 | 56.407 | 66.447 | 33.553 | 50.22 | 1.000 | bicubic | -41.683 | -31.231 | +12 |
211 | deit3_large_patch16_224.fb_in1k | 224 | 43.557 | 56.443 | 63.481 | 36.519 | 304.37 | 0.900 | bicubic | -41.221 | -33.565 | +75 |
212 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 43.532 | 56.468 | 66.800 | 33.200 | 98.95 | 1.000 | bicubic | -41.462 | -30.504 | +47 |
213 | hgnet_small.ssld_in1k | 288 | 43.512 | 56.488 | 65.722 | 34.279 | 24.36 | 1.000 | bicubic | -40.866 | -31.408 | +127 |
214 | tf_efficientnet_b4.ns_jft_in1k | 380 | 43.446 | 56.554 | 65.466 | 34.534 | 19.34 | 0.922 | bicubic | -41.730 | -31.862 | +21 |
215 | regnety_120.sw_in12k_ft_in1k | 224 | 43.398 | 56.602 | 65.592 | 34.408 | 51.82 | 0.950 | bicubic | -41.588 | -31.830 | +46 |
216 | efficientvit_l3.r384_in1k | 384 | 43.302 | 56.698 | 63.169 | 36.831 | 246.04 | 1.000 | bicubic | -43.096 | -34.465 | -100 |
217 | dm_nfnet_f3.dm_in1k | 320 | 43.298 | 56.702 | 64.228 | 35.772 | 254.92 | 0.940 | bicubic | -41.798 | -33.158 | +31 |
218 | volo_d5_224.sail_in1k | 224 | 43.284 | 56.716 | 64.102 | 35.898 | 295.46 | 0.960 | bicubic | -42.794 | -33.476 | -72 |
219 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 43.271 | 56.729 | 64.914 | 35.086 | 38.85 | 1.000 | bicubic | -41.295 | -32.264 | +86 |
220 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 43.251 | 56.749 | 65.712 | 34.288 | 86.57 | 0.900 | bicubic | -41.281 | -31.586 | +91 |
221 | volo_d4_448.sail_in1k | 448 | 43.125 | 56.875 | 64.130 | 35.870 | 193.41 | 1.150 | bicubic | -43.665 | -33.750 | -132 |
222 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 43.074 | 56.926 | 65.110 | 34.890 | 19.80 | 0.965 | bicubic | -39.812 | -31.176 | +343 |
223 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 42.968 | 57.032 | 65.091 | 34.909 | 16.29 | 0.965 | bicubic | -39.942 | -31.271 | +338 |
224 | efficientvit_l3.r320_in1k | 320 | 42.952 | 57.048 | 62.397 | 37.603 | 246.04 | 1.000 | bicubic | -43.278 | -35.059 | -95 |
225 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 42.872 | 57.128 | 65.417 | 34.583 | 30.39 | 1.000 | bicubic | -43.020 | -32.325 | -62 |
226 | dm_nfnet_f4.dm_in1k | 384 | 42.868 | 57.132 | 63.466 | 36.534 | 316.07 | 0.951 | bicubic | -42.628 | -34.024 | -25 |
227 | tf_efficientnetv2_l.in1k | 384 | 42.866 | 57.134 | 64.069 | 35.931 | 118.52 | 1.000 | bicubic | -42.330 | -33.207 | +6 |
228 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 42.864 | 57.136 | 63.371 | 36.629 | 188.93 | 1.000 | bicubic | -43.162 | -34.319 | -76 |
229 | regnety_160.lion_in12k_ft_in1k | 288 | 42.748 | 57.252 | 64.204 | 35.796 | 83.59 | 1.000 | bicubic | -43.262 | -33.642 | -74 |
230 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 42.728 | 57.272 | 64.012 | 35.988 | 38.88 | 0.950 | bicubic | -42.216 | -33.376 | +33 |
231 | regnety_160.sw_in12k_ft_in1k | 288 | 42.722 | 57.278 | 64.324 | 35.676 | 83.59 | 1.000 | bicubic | -43.310 | -33.506 | -80 |
232 | convnext_small.in12k_ft_in1k | 288 | 42.681 | 57.319 | 64.314 | 35.685 | 50.22 | 1.000 | bicubic | -42.643 | -33.240 | -13 |
233 | maxvit_small_tf_512.in1k | 512 | 42.665 | 57.335 | 64.562 | 35.438 | 69.13 | 1.000 | bicubic | -43.439 | -33.196 | -91 |
234 | efficientvit_l3.r224_in1k | 224 | 42.642 | 57.358 | 62.306 | 37.694 | 246.04 | 1.000 | bicubic | -43.170 | -34.904 | -61 |
235 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 42.561 | 57.439 | 63.114 | 36.886 | 188.93 | 1.000 | bicubic | -42.841 | -34.304 | -21 |
236 | caformer_b36.sail_in1k | 224 | 42.469 | 57.531 | 62.866 | 37.134 | 98.75 | 1.000 | bicubic | -43.033 | -34.450 | -36 |
237 | caformer_b36.sail_in1k_384 | 384 | 42.443 | 57.557 | 62.821 | 37.179 | 98.75 | 1.000 | bicubic | -43.961 | -35.003 | -122 |
238 | maxvit_large_tf_224.in1k | 224 | 42.432 | 57.568 | 63.391 | 36.609 | 211.79 | 0.950 | bicubic | -42.502 | -33.589 | +29 |
239 | tf_efficientnet_b8.ra_in1k | 672 | 42.424 | 57.576 | 64.831 | 35.169 | 87.41 | 0.954 | bicubic | -42.932 | -32.557 | -21 |
240 | cait_m36_384.fb_dist_in1k | 384 | 42.396 | 57.604 | 63.354 | 36.646 | 271.22 | 1.000 | bicubic | -43.668 | -34.378 | -93 |
241 | volo_d4_224.sail_in1k | 224 | 42.308 | 57.692 | 62.992 | 37.008 | 192.96 | 0.960 | bicubic | -43.564 | -34.464 | -77 |
242 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 42.099 | 57.901 | 64.059 | 35.941 | 16.29 | 0.965 | bicubic | -40.511 | -32.303 | +364 |
243 | efficientvit_l2.r288_in1k | 288 | 42.084 | 57.916 | 61.404 | 38.596 | 63.71 | 1.000 | bicubic | -43.530 | -35.956 | -54 |
244 | efficientvit_l3.r256_in1k | 256 | 42.066 | 57.934 | 61.554 | 38.446 | 246.04 | 1.000 | bicubic | -43.888 | -35.784 | -82 |
245 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 42.064 | 57.936 | 61.738 | 38.262 | 69.90 | 0.900 | bicubic | -43.070 | -35.420 | -4 |
246 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 42.019 | 57.981 | 64.770 | 35.230 | 26.34 | 1.000 | bicubic | -43.405 | -32.812 | -36 |
247 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 41.964 | 58.036 | 64.560 | 35.440 | 22.21 | 1.000 | bicubic | -42.878 | -32.922 | +32 |
248 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 41.907 | 58.093 | 63.721 | 36.279 | 39.03 | 0.950 | bicubic | -43.647 | -33.919 | -52 |
249 | maxvit_tiny_tf_512.in1k | 512 | 41.868 | 58.132 | 63.578 | 36.422 | 31.05 | 1.000 | bicubic | -43.792 | -34.014 | -63 |
250 | efficientnetv2_rw_m.agc_in1k | 320 | 41.854 | 58.146 | 62.632 | 37.368 | 53.24 | 1.000 | bicubic | -42.440 | -34.244 | +99 |
251 | caformer_s36.sail_in1k_384 | 384 | 41.763 | 58.237 | 62.772 | 37.228 | 39.30 | 1.000 | bicubic | -43.993 | -34.896 | -71 |
252 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 41.705 | 58.295 | 63.731 | 36.269 | 19.80 | 1.000 | bicubic | -41.743 | -33.191 | +230 |
253 | hgnet_tiny.ssld_in1k | 224 | 41.697 | 58.303 | 63.581 | 36.419 | 14.74 | 0.965 | bicubic | -40.243 | -32.533 | +467 |
254 | regnetz_e8.ra3_in1k | 256 | 41.653 | 58.347 | 63.289 | 36.711 | 57.70 | 0.940 | bicubic | -42.765 | -33.697 | +80 |
255 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 41.640 | 58.360 | 63.841 | 36.159 | 28.64 | 0.875 | bicubic | -42.264 | -33.123 | +143 |
256 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 224 | 41.602 | 58.398 | 64.554 | 35.446 | 49.61 | 0.900 | bicubic | -41.728 | -32.442 | +250 |
257 | regnety_2560.seer_ft_in1k | 384 | 41.559 | 58.441 | 64.912 | 35.088 | 1,282.60 | 1.000 | bicubic | -43.587 | -32.532 | -17 |
258 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 41.559 | 58.441 | 63.354 | 36.646 | 26.77 | 1.000 | bicubic | -43.467 | -34.226 | -1 |
259 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 41.524 | 58.476 | 64.594 | 35.407 | 21.46 | 1.000 | bicubic | -41.850 | -32.116 | +239 |
260 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 224 | 41.500 | 58.500 | 61.477 | 38.523 | 41.72 | 0.950 | bicubic | -43.440 | -35.491 | +4 |
261 | caformer_m36.sail_in1k_384 | 384 | 41.486 | 58.514 | 61.534 | 38.466 | 56.20 | 1.000 | bicubic | -44.674 | -36.282 | -123 |
262 | tf_efficientnet_b7.ap_in1k | 600 | 41.473 | 58.527 | 62.831 | 37.169 | 66.35 | 0.949 | bicubic | -43.659 | -34.425 | -20 |
263 | tf_efficientnet_b7.ra_in1k | 600 | 41.441 | 58.559 | 63.061 | 36.939 | 66.35 | 0.949 | bicubic | -43.489 | -34.139 | +5 |
264 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 41.414 | 58.586 | 63.690 | 36.310 | 16.29 | 1.000 | bicubic | -42.166 | -33.124 | +199 |
265 | tf_efficientnet_b5.ap_in1k | 456 | 41.392 | 58.608 | 62.125 | 37.875 | 30.39 | 0.934 | bicubic | -42.862 | -34.853 | +91 |
266 | dm_nfnet_f5.dm_in1k | 544 | 41.335 | 58.665 | 62.027 | 37.973 | 377.21 | 0.954 | bicubic | -44.765 | -35.659 | -122 |
267 | regnety_120.sw_in12k_ft_in1k | 288 | 41.323 | 58.677 | 63.204 | 36.796 | 51.82 | 1.000 | bicubic | -44.119 | -34.368 | -61 |
268 | dm_nfnet_f3.dm_in1k | 416 | 41.308 | 58.692 | 62.131 | 37.869 | 254.92 | 0.940 | bicubic | -44.364 | -35.447 | -83 |
269 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 41.280 | 58.720 | 64.336 | 35.664 | 936.53 | 1.000 | bilinear | -43.644 | -33.122 | +1 |
270 | convnextv2_base.fcmae_ft_in1k | 224 | 41.272 | 58.728 | 61.430 | 38.570 | 88.72 | 0.875 | bicubic | -43.616 | -35.650 | +4 |
271 | caformer_s18.sail_in22k_ft_in1k | 224 | 41.205 | 58.795 | 63.900 | 36.100 | 26.34 | 1.000 | bicubic | -42.881 | -33.288 | +105 |
272 | dm_nfnet_f6.dm_in1k | 576 | 41.184 | 58.816 | 62.827 | 37.173 | 438.36 | 0.956 | bicubic | -45.188 | -35.065 | -152 |
273 | tf_efficientnet_b6.ap_in1k | 528 | 41.111 | 58.889 | 62.383 | 37.617 | 43.04 | 0.942 | bicubic | -43.681 | -34.751 | +11 |
274 | convnext_tiny.in12k_ft_in1k_384 | 384 | 41.091 | 58.909 | 62.825 | 37.175 | 28.59 | 1.000 | bicubic | -44.063 | -34.809 | -36 |
275 | efficientvit_l2.r224_in1k | 224 | 41.074 | 58.926 | 60.726 | 39.274 | 63.71 | 1.000 | bicubic | -43.970 | -36.372 | -22 |
276 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 41.042 | 58.958 | 61.267 | 38.733 | 189.10 | 1.000 | bicubic | -44.734 | -36.261 | -99 |
277 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 40.995 | 59.005 | 63.851 | 36.149 | 21.46 | 1.000 | bicubic | -43.321 | -33.417 | +68 |
278 | tf_efficientnetv2_l.in1k | 480 | 40.993 | 59.007 | 62.013 | 37.987 | 118.52 | 1.000 | bicubic | -44.667 | -35.459 | -91 |
279 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 40.979 | 59.021 | 61.334 | 38.666 | 189.10 | 1.000 | bicubic | -43.957 | -35.794 | -14 |
280 | hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k | 256 | 40.905 | 59.095 | 62.566 | 37.434 | 34.36 | 0.950 | bicubic | -43.995 | -34.688 | -8 |
281 | maxvit_base_tf_224.in1k | 224 | 40.883 | 59.117 | 61.182 | 38.818 | 119.47 | 0.950 | bicubic | -43.987 | -35.822 | -5 |
282 | maxvit_small_tf_384.in1k | 384 | 40.858 | 59.142 | 62.080 | 37.920 | 69.02 | 1.000 | bicubic | -44.676 | -35.378 | -85 |
283 | edgenext_base.in21k_ft_in1k | 320 | 40.842 | 59.158 | 61.764 | 38.236 | 18.51 | 1.000 | bicubic | -43.234 | -35.444 | +94 |
284 | resnetrs350.tf_in1k | 288 | 40.734 | 59.266 | 61.587 | 38.413 | 163.96 | 1.000 | bicubic | -43.574 | -35.341 | +63 |
285 | efficientvit_l2.r256_in1k | 256 | 40.675 | 59.325 | 60.599 | 39.401 | 63.71 | 1.000 | bicubic | -44.693 | -36.657 | -69 |
286 | hrnet_w18_ssld.paddle_in1k | 224 | 40.651 | 59.349 | 62.312 | 37.688 | 21.30 | 0.950 | bilinear | -40.481 | -33.322 | +541 |
287 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 40.500 | 59.500 | 60.512 | 39.488 | 84.32 | 1.000 | bicubic | -44.576 | -36.762 | -36 |
288 | rexnetr_300.sw_in12k_ft_in1k | 224 | 40.482 | 59.518 | 63.153 | 36.847 | 34.81 | 0.950 | bicubic | -43.554 | -33.847 | +97 |
289 | tf_efficientnet_b4.ap_in1k | 380 | 40.476 | 59.524 | 61.740 | 38.260 | 19.34 | 0.922 | bicubic | -42.774 | -34.650 | +224 |
290 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 40.474 | 59.526 | 62.760 | 37.240 | 36.47 | 1.000 | bicubic | -43.600 | -34.554 | +88 |
291 | tf_efficientnetv2_m.in1k | 384 | 40.472 | 59.528 | 61.805 | 38.195 | 54.14 | 1.000 | bicubic | -44.086 | -35.251 | +16 |
292 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 40.392 | 59.608 | 62.481 | 37.519 | 16.29 | 1.000 | bicubic | -42.722 | -34.231 | +243 |
293 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 40.386 | 59.614 | 61.960 | 38.040 | 32.59 | 0.950 | bicubic | -43.928 | -35.140 | +53 |
294 | deit3_base_patch16_224.fb_in1k | 224 | 40.382 | 59.618 | 60.166 | 39.834 | 86.59 | 0.900 | bicubic | -43.412 | -36.416 | +131 |
295 | inception_next_base.sail_in1k_384 | 384 | 40.341 | 59.659 | 60.793 | 39.207 | 86.67 | 1.000 | bicubic | -44.859 | -36.631 | -63 |
296 | convformer_s18.sail_in22k_ft_in1k | 224 | 40.309 | 59.691 | 61.724 | 38.276 | 26.77 | 1.000 | bicubic | -43.453 | -35.324 | +136 |
297 | ecaresnet269d.ra2_in1k | 320 | 40.295 | 59.705 | 61.111 | 38.889 | 102.09 | 0.950 | bicubic | -44.425 | -36.071 | -6 |
298 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 40.290 | 59.710 | 61.662 | 38.338 | 38.86 | 0.950 | bicubic | -44.160 | -35.556 | +25 |
299 | flexivit_large.600ep_in1k | 240 | 40.268 | 59.732 | 60.351 | 39.649 | 304.36 | 0.950 | bicubic | -45.262 | -37.143 | -101 |
300 | hgnet_tiny.ssld_in1k | 288 | 40.240 | 59.760 | 61.831 | 38.169 | 14.74 | 1.000 | bicubic | -42.284 | -34.303 | +322 |
301 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 40.184 | 59.816 | 61.860 | 38.140 | 22.06 | 1.000 | bicubic | -42.898 | -34.920 | +239 |
302 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 40.180 | 59.820 | 60.891 | 39.109 | 86.54 | 0.875 | bilinear | -44.092 | -35.907 | +51 |
303 | convnext_tiny.in12k_ft_in1k | 224 | 40.170 | 59.830 | 61.575 | 38.425 | 28.59 | 0.950 | bicubic | -44.022 | -35.557 | +62 |
304 | regnetz_e8.ra3_in1k | 320 | 40.132 | 59.868 | 61.312 | 38.688 | 57.70 | 1.000 | bicubic | -44.908 | -35.970 | -49 |
305 | rdnet_base.nv_in1k | 224 | 40.121 | 59.879 | 60.198 | 39.802 | 87.45 | 0.900 | bicubic | -44.247 | -36.674 | +35 |
306 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 40.121 | 59.879 | 59.480 | 40.520 | 64.90 | 0.900 | bicubic | -44.363 | -37.294 | +11 |
307 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 40.111 | 59.889 | 60.538 | 39.462 | 84.32 | 1.000 | bicubic | -45.731 | -37.064 | -139 |
308 | convnext_large.fb_in1k | 224 | 40.111 | 59.889 | 60.111 | 39.889 | 197.77 | 0.875 | bicubic | -44.187 | -36.781 | +40 |
309 | efficientvit_l1.r224_in1k | 224 | 40.103 | 59.897 | 59.510 | 40.490 | 52.65 | 1.000 | bicubic | -44.345 | -37.346 | +16 |
310 | flexivit_large.1200ep_in1k | 240 | 40.087 | 59.913 | 60.634 | 39.366 | 304.36 | 0.950 | bicubic | -45.557 | -36.912 | -122 |
311 | hiera_base_224.mae_in1k_ft_in1k | 224 | 40.058 | 59.942 | 60.777 | 39.223 | 51.52 | 0.900 | bicubic | -44.468 | -36.263 | +1 |
312 | maxvit_tiny_tf_384.in1k | 384 | 40.050 | 59.950 | 60.964 | 39.036 | 30.98 | 1.000 | bicubic | -45.052 | -36.354 | -67 |
313 | flexivit_large.300ep_in1k | 240 | 40.026 | 59.974 | 59.986 | 40.014 | 304.36 | 0.950 | bicubic | -45.256 | -37.418 | -92 |
314 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 39.999 | 60.001 | 61.723 | 38.277 | 32.59 | 1.000 | bicubic | -44.781 | -35.619 | -29 |
315 | edgenext_base.in21k_ft_in1k | 256 | 39.977 | 60.023 | 61.210 | 38.790 | 18.51 | 0.950 | bicubic | -43.439 | -35.586 | +176 |
316 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 39.958 | 60.042 | 61.819 | 38.181 | 28.64 | 1.000 | bicubic | -44.464 | -35.435 | +17 |
317 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 39.938 | 60.062 | 60.211 | 39.789 | 84.40 | 1.000 | bicubic | -45.496 | -37.197 | -109 |
318 | dm_nfnet_f4.dm_in1k | 512 | 39.924 | 60.076 | 60.422 | 39.578 | 316.07 | 0.951 | bicubic | -45.936 | -37.230 | -153 |
319 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 39.904 | 60.096 | 61.675 | 38.325 | 11.22 | 0.965 | bicubic | -40.841 | -33.823 | +561 |
320 | rdnet_small.nv_in1k | 224 | 39.830 | 60.170 | 60.306 | 39.694 | 50.44 | 0.900 | bicubic | -43.838 | -36.214 | +130 |
321 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 39.798 | 60.202 | 61.530 | 38.470 | 28.59 | 1.000 | bicubic | -44.300 | -35.252 | +52 |
322 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 39.796 | 60.204 | 59.803 | 40.197 | 63.95 | 0.950 | bicubic | -44.526 | -37.009 | +22 |
323 | cait_s36_384.fb_dist_in1k | 384 | 39.769 | 60.231 | 60.465 | 39.535 | 68.37 | 1.000 | bicubic | -45.689 | -37.015 | -118 |
324 | convnextv2_base.fcmae_ft_in1k | 288 | 39.761 | 60.239 | 59.846 | 40.154 | 88.72 | 1.000 | bicubic | -45.729 | -37.534 | -121 |
325 | volo_d3_448.sail_in1k | 448 | 39.704 | 60.296 | 59.769 | 40.231 | 86.63 | 1.000 | bicubic | -46.808 | -37.941 | -217 |
326 | efficientnetv2_rw_m.agc_in1k | 416 | 39.667 | 60.333 | 59.689 | 40.311 | 53.24 | 1.000 | bicubic | -45.157 | -37.461 | -45 |
327 | efficientvit_l2.r384_in1k | 384 | 39.655 | 60.345 | 59.467 | 40.533 | 63.71 | 1.000 | bicubic | -46.327 | -38.047 | -170 |
328 | xception65.ra3_in1k | 299 | 39.651 | 60.349 | 60.931 | 39.069 | 39.92 | 0.940 | bicubic | -43.533 | -35.667 | +190 |
329 | caformer_m36.sail_in1k | 224 | 39.618 | 60.382 | 58.698 | 41.302 | 56.20 | 1.000 | bicubic | -45.622 | -38.508 | -102 |
330 | ecaresnet269d.ra2_in1k | 352 | 39.598 | 60.402 | 60.355 | 39.645 | 102.09 | 1.000 | bicubic | -45.374 | -36.869 | -68 |
331 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 39.590 | 60.410 | 60.750 | 39.250 | 32.59 | 0.950 | bicubic | -45.078 | -36.358 | -36 |
332 | eca_nfnet_l2.ra3_in1k | 320 | 39.588 | 60.412 | 60.538 | 39.462 | 56.72 | 0.900 | bicubic | -44.568 | -36.194 | +35 |
333 | resnetrs420.tf_in1k | 320 | 39.555 | 60.445 | 60.304 | 39.696 | 191.89 | 1.000 | bicubic | -44.695 | -36.562 | +25 |
334 | convformer_b36.sail_in1k | 224 | 39.547 | 60.453 | 58.085 | 41.915 | 99.88 | 1.000 | bicubic | -45.283 | -38.865 | -54 |
335 | caformer_s36.sail_in1k | 224 | 39.531 | 60.469 | 59.781 | 40.219 | 39.30 | 1.000 | bicubic | -45.013 | -37.229 | -26 |
336 | tf_efficientnet_b3.ns_jft_in1k | 300 | 39.500 | 60.500 | 61.432 | 38.568 | 12.23 | 0.904 | bicubic | -44.564 | -35.468 | +44 |
337 | volo_d3_224.sail_in1k | 224 | 39.484 | 60.516 | 59.875 | 40.125 | 86.33 | 0.960 | bicubic | -45.958 | -37.401 | -130 |
338 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 39.470 | 60.530 | 61.239 | 38.761 | 11.22 | 0.965 | bicubic | -42.096 | -34.659 | +419 |
339 | convnext_large.fb_in1k | 288 | 39.466 | 60.534 | 59.235 | 40.765 | 197.77 | 1.000 | bicubic | -45.396 | -37.975 | -62 |
340 | deit3_base_patch16_384.fb_in1k | 384 | 39.421 | 60.579 | 58.948 | 41.052 | 86.88 | 1.000 | bicubic | -45.665 | -38.300 | -90 |
341 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 39.323 | 60.677 | 59.418 | 40.582 | 47.63 | 1.000 | bicubic | -45.553 | -37.782 | -66 |
342 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 39.295 | 60.705 | 59.480 | 40.520 | 84.40 | 1.000 | bicubic | -44.993 | -37.456 | +8 |
343 | inception_next_base.sail_in1k | 224 | 39.272 | 60.728 | 59.264 | 40.736 | 86.67 | 0.950 | bicubic | -44.826 | -37.874 | +31 |
344 | convformer_m36.sail_in1k | 224 | 39.242 | 60.758 | 57.645 | 42.355 | 57.05 | 1.000 | bicubic | -45.244 | -39.221 | -30 |
345 | efficientnet_b4.ra2_in1k | 320 | 39.191 | 60.809 | 59.944 | 40.056 | 19.34 | 0.875 | bicubic | -43.463 | -36.192 | +249 |
346 | coat_lite_medium_384.in1k | 384 | 39.183 | 60.817 | 59.292 | 40.708 | 44.57 | 1.000 | bicubic | -45.711 | -38.084 | -73 |
347 | efficientnetv2_rw_s.ra2_in1k | 288 | 39.160 | 60.840 | 59.598 | 40.402 | 23.94 | 1.000 | bicubic | -43.728 | -37.030 | +217 |
348 | efficientnet_b4.ra2_in1k | 384 | 39.142 | 60.858 | 59.661 | 40.339 | 19.34 | 1.000 | bicubic | -44.332 | -36.923 | +130 |
349 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 39.120 | 60.880 | 61.033 | 38.967 | 11.00 | 0.950 | bicubic | -44.112 | -35.595 | +166 |
350 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 39.081 | 60.919 | 58.822 | 41.178 | 60.23 | 0.950 | bicubic | -44.829 | -37.864 | +46 |
351 | hrnet_w18_ssld.paddle_in1k | 288 | 39.069 | 60.931 | 60.640 | 39.360 | 21.30 | 1.000 | bilinear | -42.979 | -35.604 | +347 |
352 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 39.042 | 60.958 | 60.540 | 39.460 | 32.59 | 1.000 | bicubic | -45.948 | -36.744 | -92 |
353 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 39.028 | 60.972 | 59.215 | 40.785 | 47.63 | 1.000 | bicubic | -46.554 | -38.357 | -160 |
354 | maxvit_small_tf_224.in1k | 224 | 39.024 | 60.976 | 59.306 | 40.694 | 68.93 | 0.950 | bicubic | -45.432 | -37.913 | -33 |
355 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 39.022 | 60.978 | 58.633 | 41.367 | 86.43 | 0.950 | bicubic | -44.868 | -38.041 | +47 |
356 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 39.018 | 60.982 | 59.482 | 40.518 | 46.17 | 0.875 | bilinear | -44.884 | -37.014 | +43 |
357 | dm_nfnet_f2.dm_in1k | 256 | 39.002 | 60.998 | 59.146 | 40.854 | 193.78 | 0.920 | bicubic | -45.090 | -37.760 | +18 |
358 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 38.985 | 61.015 | 62.499 | 37.501 | 236.34 | 1.000 | bicubic | -44.897 | -34.617 | +48 |
359 | seresnext101d_32x8d.ah_in1k | 224 | 38.946 | 61.054 | 58.942 | 41.058 | 93.59 | 0.950 | bicubic | -44.755 | -37.844 | +83 |
360 | convformer_b36.sail_in1k_384 | 384 | 38.944 | 61.056 | 58.402 | 41.598 | 99.88 | 1.000 | bicubic | -46.834 | -39.118 | -184 |
361 | convnext_tiny.in12k_ft_in1k | 288 | 38.883 | 61.117 | 59.875 | 40.125 | 28.59 | 1.000 | bicubic | -45.565 | -37.453 | -37 |
362 | coatnet_rmlp_2_rw_224.sw_in1k | 224 | 38.869 | 61.131 | 58.079 | 41.921 | 73.88 | 0.950 | bicubic | -45.733 | -38.667 | -61 |
363 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 38.828 | 61.172 | 60.337 | 39.663 | 88.30 | 1.000 | bicubic | -44.524 | -36.495 | +140 |
364 | nextvit_large.bd_in1k_384 | 384 | 38.828 | 61.172 | 59.809 | 40.191 | 57.87 | 1.000 | bicubic | -46.106 | -37.489 | -97 |
365 | regnetz_d32.ra3_in1k | 256 | 38.765 | 61.235 | 60.033 | 39.967 | 27.58 | 0.950 | bicubic | -44.663 | -36.643 | +122 |
366 | tf_efficientnetv2_m.in1k | 480 | 38.757 | 61.243 | 59.854 | 40.146 | 54.14 | 1.000 | bicubic | -46.453 | -37.510 | -136 |
367 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 38.739 | 61.261 | 60.298 | 39.702 | 11.22 | 1.000 | bicubic | -42.721 | -35.710 | +410 |
368 | eca_nfnet_l2.ra3_in1k | 384 | 38.731 | 61.269 | 59.502 | 40.498 | 56.72 | 1.000 | bicubic | -45.975 | -37.754 | -76 |
369 | efficientvit_b3.r288_in1k | 288 | 38.696 | 61.304 | 58.402 | 41.598 | 48.65 | 1.000 | bicubic | -45.460 | -38.616 | -1 |
370 | resnet200d.ra2_in1k | 256 | 38.694 | 61.306 | 59.349 | 40.651 | 64.69 | 0.950 | bicubic | -44.546 | -37.197 | +144 |
371 | efficientvit_b3.r256_in1k | 256 | 38.682 | 61.318 | 58.651 | 41.349 | 48.65 | 1.000 | bicubic | -45.132 | -37.863 | +47 |
372 | resnet152d.ra2_in1k | 256 | 38.680 | 61.320 | 59.311 | 40.689 | 60.21 | 0.950 | bicubic | -44.476 | -37.071 | +155 |
373 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 38.669 | 61.331 | 58.999 | 41.001 | 26.21 | 1.000 | bicubic | -46.404 | -38.263 | -121 |
374 | davit_small.msft_in1k | 224 | 38.651 | 61.349 | 58.205 | 41.795 | 49.75 | 0.950 | bicubic | -45.615 | -38.725 | -20 |
375 | resnetrs270.tf_in1k | 256 | 38.611 | 61.389 | 59.296 | 40.704 | 129.86 | 1.000 | bicubic | -44.982 | -37.320 | +86 |
376 | regnetz_040_h.ra3_in1k | 256 | 38.596 | 61.404 | 59.256 | 40.744 | 28.94 | 1.000 | bicubic | -45.172 | -37.436 | +54 |
377 | convformer_m36.sail_in1k_384 | 384 | 38.553 | 61.447 | 57.728 | 42.272 | 57.05 | 1.000 | bicubic | -47.027 | -39.820 | -183 |
378 | mvitv2_small.fb_in1k | 224 | 38.545 | 61.455 | 58.119 | 41.881 | 34.87 | 0.900 | bicubic | -45.227 | -38.439 | +51 |
379 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 38.543 | 61.457 | 58.826 | 41.174 | 38.74 | 0.950 | bicubic | -45.269 | -37.996 | +40 |
380 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 38.505 | 61.495 | 58.404 | 41.596 | 47.67 | 1.000 | bicubic | -46.597 | -38.978 | -134 |
381 | davit_base.msft_in1k | 224 | 38.503 | 61.497 | 57.515 | 42.485 | 87.95 | 0.950 | bicubic | -46.147 | -39.503 | -85 |
382 | resnetaa101d.sw_in12k_ft_in1k | 224 | 38.492 | 61.508 | 59.288 | 40.712 | 44.57 | 0.950 | bicubic | -45.052 | -37.540 | +85 |
383 | mvitv2_base.fb_in1k | 224 | 38.478 | 61.522 | 57.910 | 42.090 | 51.47 | 0.900 | bicubic | -45.960 | -38.952 | -55 |
384 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 38.470 | 61.530 | 59.388 | 40.612 | 22.52 | 0.950 | bicubic | -45.332 | -37.570 | +40 |
385 | convnext_tiny.fb_in22k_ft_in1k | 224 | 38.458 | 61.542 | 60.439 | 39.561 | 28.59 | 0.875 | bicubic | -44.430 | -35.889 | +178 |
386 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 38.454 | 61.546 | 58.836 | 41.164 | 26.21 | 1.000 | bicubic | -45.796 | -38.038 | -29 |
387 | rexnetr_300.sw_in12k_ft_in1k | 288 | 38.419 | 61.581 | 60.575 | 39.425 | 34.81 | 1.000 | bicubic | -46.167 | -36.703 | -85 |
388 | convformer_s36.sail_in1k | 224 | 38.401 | 61.599 | 57.720 | 42.280 | 40.01 | 1.000 | bicubic | -45.671 | -39.036 | -9 |
389 | fastvit_ma36.apple_dist_in1k | 256 | 38.393 | 61.607 | 58.494 | 41.506 | 44.07 | 0.950 | bicubic | -46.213 | -38.512 | -89 |
390 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 38.368 | 61.632 | 59.828 | 40.172 | 11.22 | 1.000 | bicubic | -43.992 | -36.576 | +259 |
391 | seresnextaa101d_32x8d.ah_in1k | 224 | 38.362 | 61.638 | 58.358 | 41.642 | 93.59 | 0.950 | bicubic | -45.538 | -38.290 | +9 |
392 | tf_efficientnet_b5.ra_in1k | 456 | 38.350 | 61.650 | 59.930 | 40.070 | 30.39 | 0.934 | bicubic | -45.478 | -36.684 | +23 |
393 | dm_nfnet_f1.dm_in1k | 224 | 38.283 | 61.717 | 58.132 | 41.868 | 132.63 | 0.910 | bicubic | -45.161 | -38.502 | +90 |
394 | deit_base_distilled_patch16_384.fb_in1k | 384 | 38.242 | 61.758 | 57.800 | 42.200 | 87.63 | 1.000 | bicubic | -47.186 | -39.528 | -185 |
395 | convnext_base.fb_in1k | 224 | 38.240 | 61.760 | 58.221 | 41.779 | 88.59 | 0.875 | bicubic | -45.594 | -38.525 | +17 |
396 | seresnet152d.ra2_in1k | 256 | 38.148 | 61.852 | 58.421 | 41.579 | 66.84 | 0.950 | bicubic | -45.546 | -38.363 | +49 |
397 | xcit_large_24_p8_224.fb_in1k | 224 | 38.130 | 61.870 | 57.877 | 42.123 | 188.93 | 1.000 | bicubic | -46.256 | -38.789 | -58 |
398 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 38.128 | 61.872 | 60.435 | 39.565 | 86.86 | 1.000 | bicubic | -46.080 | -36.785 | -36 |
399 | hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k | 256 | 38.085 | 61.915 | 58.270 | 41.730 | 34.36 | 0.950 | bicubic | -46.469 | -38.836 | -91 |
400 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 38.051 | 61.949 | 58.665 | 41.335 | 37.76 | 0.950 | bicubic | -45.933 | -38.043 | -11 |
401 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 38.014 | 61.986 | 61.186 | 38.814 | 236.34 | 1.000 | bilinear | -46.466 | -36.230 | -84 |
402 | repvit_m2_3.dist_450e_in1k | 224 | 37.995 | 62.005 | 58.174 | 41.826 | 23.69 | 0.950 | bicubic | -45.748 | -38.468 | +32 |
403 | pvt_v2_b4.in1k | 224 | 37.953 | 62.047 | 58.219 | 41.781 | 62.56 | 0.900 | bicubic | -45.759 | -38.451 | +34 |
404 | cait_s24_384.fb_dist_in1k | 384 | 37.916 | 62.084 | 58.069 | 41.931 | 47.06 | 1.000 | bicubic | -47.126 | -39.280 | -150 |
405 | regnetz_040.ra3_in1k | 256 | 37.902 | 62.098 | 57.934 | 42.066 | 27.12 | 1.000 | bicubic | -45.758 | -38.750 | +47 |
406 | coat_lite_medium.in1k | 224 | 37.896 | 62.104 | 57.824 | 42.176 | 44.57 | 0.900 | bicubic | -45.706 | -38.890 | +53 |
407 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 37.892 | 62.108 | 59.449 | 40.551 | 15.62 | 1.000 | bicubic | -45.470 | -37.291 | +92 |
408 | resnet152d.ra2_in1k | 320 | 37.873 | 62.127 | 58.382 | 41.618 | 60.21 | 1.000 | bicubic | -45.811 | -38.368 | +39 |
409 | nextvit_large.bd_in1k | 224 | 37.867 | 62.133 | 58.213 | 41.787 | 57.87 | 0.950 | bicubic | -45.775 | -38.471 | +45 |
410 | convformer_s36.sail_in1k_384 | 384 | 37.814 | 62.186 | 57.478 | 42.522 | 40.01 | 1.000 | bicubic | -47.566 | -39.992 | -195 |
411 | hiera_small_224.mae_in1k_ft_in1k | 224 | 37.774 | 62.226 | 57.510 | 42.490 | 35.01 | 0.900 | bicubic | -46.112 | -39.252 | -7 |
412 | resnetrs350.tf_in1k | 384 | 37.751 | 62.249 | 58.144 | 41.856 | 163.96 | 1.000 | bicubic | -46.971 | -38.828 | -122 |
413 | resnetrs420.tf_in1k | 416 | 37.747 | 62.253 | 58.223 | 41.777 | 191.89 | 1.000 | bicubic | -47.267 | -38.893 | -155 |
414 | deit3_medium_patch16_224.fb_in1k | 224 | 37.745 | 62.255 | 57.087 | 42.913 | 38.85 | 0.900 | bicubic | -45.341 | -39.199 | +124 |
415 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 37.721 | 62.279 | 57.356 | 42.644 | 47.67 | 1.000 | bicubic | -46.157 | -39.378 | -8 |
416 | caformer_s18.sail_in1k_384 | 384 | 37.678 | 62.322 | 57.600 | 42.400 | 26.34 | 1.000 | bicubic | -47.358 | -39.760 | -160 |
417 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 37.657 | 62.343 | 56.779 | 43.221 | 60.40 | 0.950 | bicubic | -45.988 | -39.768 | +36 |
418 | regnety_640.seer_ft_in1k | 384 | 37.623 | 62.377 | 59.842 | 40.158 | 281.38 | 1.000 | bicubic | -46.293 | -37.078 | -23 |
419 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 37.607 | 62.393 | 57.779 | 42.221 | 26.25 | 1.000 | bicubic | -47.129 | -39.357 | -131 |
420 | pvt_v2_b5.in1k | 224 | 37.544 | 62.456 | 57.250 | 42.750 | 81.96 | 0.900 | bicubic | -46.224 | -39.382 | +11 |
421 | resnet200d.ra2_in1k | 320 | 37.525 | 62.475 | 58.303 | 41.697 | 64.69 | 1.000 | bicubic | -46.451 | -38.517 | -31 |
422 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 37.470 | 62.530 | 57.067 | 42.933 | 60.40 | 0.950 | bicubic | -46.238 | -39.551 | +17 |
423 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 37.403 | 62.597 | 57.185 | 42.815 | 29.15 | 0.950 | bicubic | -46.831 | -39.599 | -63 |
424 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 37.356 | 62.644 | 59.465 | 40.535 | 236.34 | 0.875 | bicubic | -45.560 | -37.111 | +135 |
425 | efficientvit_b3.r224_in1k | 224 | 37.354 | 62.646 | 57.132 | 42.868 | 48.65 | 0.950 | bicubic | -46.090 | -39.206 | +59 |
426 | regnety_1280.seer_ft_in1k | 384 | 37.344 | 62.656 | 59.156 | 40.844 | 644.81 | 1.000 | bicubic | -47.082 | -37.928 | -94 |
427 | regnetz_d8_evos.ch_in1k | 256 | 37.344 | 62.656 | 58.003 | 41.997 | 23.46 | 0.950 | bicubic | -46.050 | -38.655 | +68 |
428 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 37.322 | 62.678 | 57.625 | 42.375 | 37.76 | 0.950 | bicubic | -46.500 | -39.143 | -11 |
429 | convnext_base.fb_in1k | 288 | 37.315 | 62.685 | 57.323 | 42.677 | 88.59 | 1.000 | bicubic | -47.151 | -39.659 | -110 |
430 | resnest269e.in1k | 416 | 37.301 | 62.699 | 57.456 | 42.544 | 110.93 | 0.928 | bicubic | -47.239 | -39.534 | -120 |
431 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 37.250 | 62.750 | 59.064 | 40.936 | 36.43 | 0.900 | bicubic | -44.594 | -36.960 | +299 |
432 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 37.240 | 62.760 | 58.172 | 41.828 | 129.14 | 0.875 | bicubic | -47.148 | -38.936 | -94 |
433 | edgenext_base.usi_in1k | 256 | 37.216 | 62.784 | 57.578 | 42.422 | 18.51 | 0.950 | bicubic | -46.468 | -39.122 | +15 |
434 | pit_b_distilled_224.in1k | 224 | 37.208 | 62.792 | 56.505 | 43.495 | 74.79 | 0.900 | bicubic | -46.566 | -39.963 | -6 |
435 | repvit_m2_3.dist_300e_in1k | 224 | 37.199 | 62.801 | 57.205 | 42.795 | 23.69 | 0.950 | bicubic | -46.325 | -39.327 | +34 |
436 | rdnet_tiny.nv_in1k | 224 | 37.193 | 62.807 | 57.313 | 42.687 | 23.86 | 0.900 | bicubic | -45.627 | -38.965 | +139 |
437 | cait_s24_224.fb_dist_in1k | 224 | 37.153 | 62.847 | 56.718 | 43.282 | 46.92 | 1.000 | bicubic | -46.331 | -39.868 | +39 |
438 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 37.146 | 62.854 | 57.313 | 42.687 | 38.88 | 0.950 | bicubic | -46.322 | -39.309 | +42 |
439 | pvt_v2_b3.in1k | 224 | 37.134 | 62.866 | 57.319 | 42.681 | 45.24 | 0.900 | bicubic | -45.984 | -39.135 | +93 |
440 | dm_nfnet_f2.dm_in1k | 352 | 37.130 | 62.870 | 56.973 | 43.027 | 193.78 | 0.920 | bicubic | -48.046 | -40.515 | -204 |
441 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 37.124 | 62.876 | 57.671 | 42.329 | 37.76 | 1.000 | bicubic | -47.240 | -39.237 | -99 |
442 | tiny_vit_21m_224.in1k | 224 | 37.120 | 62.880 | 57.435 | 42.565 | 21.20 | 0.950 | bicubic | -46.150 | -39.167 | +67 |
443 | efficientformer_l7.snap_dist_in1k | 224 | 37.120 | 62.880 | 56.914 | 43.086 | 82.23 | 0.950 | bicubic | -46.266 | -39.624 | +54 |
444 | volo_d1_384.sail_in1k | 384 | 37.110 | 62.890 | 57.132 | 42.868 | 26.78 | 1.000 | bicubic | -48.156 | -40.086 | -220 |
445 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 37.108 | 62.892 | 59.286 | 40.714 | 88.22 | 0.900 | bicubic | -43.628 | -36.284 | +437 |
446 | fastvit_sa36.apple_dist_in1k | 256 | 37.108 | 62.892 | 57.122 | 42.878 | 31.53 | 0.900 | bicubic | -46.924 | -39.728 | -60 |
447 | resnetaa101d.sw_in12k_ft_in1k | 288 | 37.104 | 62.896 | 57.901 | 42.099 | 44.57 | 1.000 | bicubic | -46.998 | -39.217 | -75 |
448 | tf_efficientnet_b3.ap_in1k | 300 | 37.093 | 62.907 | 57.264 | 42.736 | 12.23 | 0.904 | bicubic | -44.761 | -38.344 | +281 |
449 | efficientnetv2_rw_s.ra2_in1k | 384 | 37.073 | 62.927 | 56.822 | 43.178 | 23.94 | 1.000 | bicubic | -46.757 | -39.890 | -35 |
450 | maxvit_tiny_tf_224.in1k | 224 | 37.067 | 62.933 | 56.928 | 43.072 | 30.92 | 0.950 | bicubic | -46.355 | -39.662 | +39 |
451 | convnext_small.fb_in1k | 224 | 37.063 | 62.937 | 57.128 | 42.872 | 50.22 | 0.875 | bicubic | -46.081 | -39.304 | +77 |
452 | regnetz_040_h.ra3_in1k | 320 | 36.996 | 63.004 | 57.258 | 42.742 | 28.94 | 1.000 | bicubic | -47.514 | -39.758 | -139 |
453 | swinv2_base_window16_256.ms_in1k | 256 | 36.994 | 63.006 | 56.134 | 43.866 | 87.92 | 0.900 | bicubic | -47.614 | -40.930 | -154 |
454 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 36.949 | 63.051 | 56.729 | 43.271 | 26.25 | 1.000 | bicubic | -46.405 | -39.723 | +49 |
455 | rexnetr_200.sw_in12k_ft_in1k | 224 | 36.923 | 63.077 | 58.800 | 41.200 | 16.52 | 0.950 | bicubic | -45.685 | -37.326 | +152 |
456 | volo_d1_224.sail_in1k | 224 | 36.902 | 63.098 | 56.663 | 43.337 | 26.63 | 0.960 | bicubic | -47.250 | -40.111 | -86 |
457 | inception_next_small.sail_in1k | 224 | 36.884 | 63.116 | 56.765 | 43.235 | 49.37 | 0.875 | bicubic | -46.700 | -39.833 | +5 |
458 | seresnext101_32x8d.ah_in1k | 224 | 36.798 | 63.202 | 55.708 | 44.292 | 93.57 | 0.950 | bicubic | -46.820 | -40.705 | -2 |
459 | efficientformerv2_l.snap_dist_in1k | 224 | 36.788 | 63.212 | 56.649 | 43.351 | 26.32 | 0.950 | bicubic | -46.852 | -39.891 | -4 |
460 | seresnet152d.ra2_in1k | 320 | 36.784 | 63.216 | 56.745 | 43.255 | 66.84 | 1.000 | bicubic | -47.570 | -40.297 | -117 |
461 | eca_nfnet_l1.ra2_in1k | 256 | 36.715 | 63.285 | 57.117 | 42.883 | 41.41 | 0.900 | bicubic | -46.549 | -39.558 | +50 |
462 | regnetz_d8.ra3_in1k | 256 | 36.700 | 63.300 | 58.044 | 41.956 | 23.37 | 0.940 | bicubic | -46.849 | -38.702 | +3 |
463 | seresnext101d_32x8d.ah_in1k | 288 | 36.697 | 63.303 | 56.423 | 43.577 | 93.59 | 1.000 | bicubic | -47.705 | -40.463 | -128 |
464 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 36.692 | 63.308 | 56.010 | 43.990 | 66.01 | 0.950 | bicubic | -47.948 | -41.052 | -167 |
465 | resnetrs200.tf_in1k | 256 | 36.652 | 63.348 | 56.674 | 43.326 | 93.21 | 1.000 | bicubic | -47.234 | -40.006 | -62 |
466 | volo_d2_224.sail_in1k | 224 | 36.625 | 63.375 | 56.476 | 43.524 | 58.68 | 0.960 | bicubic | -48.577 | -40.710 | -235 |
467 | caformer_s18.sail_in1k | 224 | 36.619 | 63.381 | 55.845 | 44.155 | 26.34 | 1.000 | bicubic | -47.049 | -40.867 | -16 |
468 | fastvit_ma36.apple_in1k | 256 | 36.578 | 63.422 | 56.533 | 43.467 | 44.07 | 0.950 | bicubic | -47.306 | -40.229 | -63 |
469 | xception65p.ra3_in1k | 299 | 36.572 | 63.428 | 56.438 | 43.562 | 39.82 | 0.940 | bicubic | -46.592 | -40.062 | +55 |
470 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 36.556 | 63.444 | 56.721 | 43.279 | 37.76 | 1.000 | bicubic | -47.718 | -40.229 | -118 |
471 | seresnextaa101d_32x8d.ah_in1k | 288 | 36.548 | 63.452 | 56.374 | 43.626 | 93.59 | 1.000 | bicubic | -48.028 | -40.700 | -167 |
472 | fastvit_sa36.apple_in1k | 256 | 36.536 | 63.464 | 55.994 | 44.006 | 31.53 | 0.900 | bicubic | -46.968 | -40.636 | 0 |
473 | nextvit_base.bd_in1k | 224 | 36.534 | 63.466 | 56.490 | 43.510 | 44.82 | 0.950 | bicubic | -46.962 | -40.156 | 0 |
474 | focalnet_base_srf.ms_in1k | 224 | 36.464 | 63.536 | 56.201 | 43.799 | 88.15 | 0.900 | bicubic | -47.344 | -41.083 | -52 |
475 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 36.426 | 63.574 | 59.062 | 40.938 | 387.93 | 1.000 | bilinear | -48.004 | -38.318 | -144 |
476 | regnetz_d32.ra3_in1k | 320 | 36.426 | 63.574 | 57.366 | 42.634 | 27.58 | 0.950 | bicubic | -47.602 | -39.504 | -89 |
477 | volo_d2_384.sail_in1k | 384 | 36.424 | 63.576 | 56.301 | 43.699 | 58.87 | 1.000 | bicubic | -49.634 | -41.283 | -329 |
478 | deit_base_distilled_patch16_224.fb_in1k | 224 | 36.416 | 63.584 | 56.670 | 43.330 | 87.34 | 0.900 | bicubic | -46.972 | -39.820 | +18 |
479 | cait_xs24_384.fb_dist_in1k | 384 | 36.413 | 63.587 | 56.918 | 43.082 | 26.67 | 1.000 | bicubic | -47.651 | -39.964 | -98 |
480 | efficientnet_b3.ra2_in1k | 320 | 36.407 | 63.593 | 56.839 | 43.161 | 12.23 | 1.000 | bicubic | -45.891 | -39.289 | +182 |
481 | gcvit_base.in1k | 224 | 36.383 | 63.617 | 55.908 | 44.092 | 90.32 | 0.875 | bicubic | -48.071 | -40.942 | -159 |
482 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 36.375 | 63.625 | 56.727 | 43.273 | 22.52 | 0.950 | bicubic | -46.139 | -39.533 | +144 |
483 | resnetrs270.tf_in1k | 352 | 36.369 | 63.631 | 56.566 | 43.434 | 129.86 | 1.000 | bicubic | -48.071 | -40.408 | -156 |
484 | dm_nfnet_f1.dm_in1k | 320 | 36.356 | 63.644 | 55.715 | 44.285 | 132.63 | 0.910 | bicubic | -48.340 | -41.465 | -191 |
485 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 36.318 | 63.682 | 56.283 | 43.717 | 38.88 | 0.950 | bicubic | -47.140 | -40.239 | -4 |
486 | tresnet_m.miil_in21k_ft_in1k | 224 | 36.275 | 63.725 | 55.806 | 44.194 | 31.39 | 0.875 | bilinear | -46.815 | -40.306 | +51 |
487 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 36.253 | 63.747 | 55.961 | 44.039 | 59.88 | 0.875 | bilinear | -46.057 | -39.753 | +170 |
488 | convnext_small.fb_in1k | 288 | 36.251 | 63.749 | 55.934 | 44.066 | 50.22 | 1.000 | bicubic | -47.453 | -40.883 | -48 |
489 | convformer_s18.sail_in1k_384 | 384 | 36.218 | 63.782 | 56.053 | 43.947 | 26.77 | 1.000 | bicubic | -48.176 | -41.059 | -152 |
490 | regnety_160.deit_in1k | 224 | 36.181 | 63.819 | 56.417 | 43.583 | 83.59 | 0.950 | bicubic | -46.813 | -40.083 | +59 |
491 | deit3_small_patch16_384.fb_in1k | 384 | 36.165 | 63.835 | 55.590 | 44.410 | 22.21 | 1.000 | bicubic | -47.263 | -41.046 | -5 |
492 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 36.130 | 63.870 | 56.232 | 43.768 | 32.59 | 0.950 | bicubic | -46.844 | -40.012 | +61 |
493 | mvitv2_tiny.fb_in1k | 224 | 36.120 | 63.880 | 55.134 | 44.866 | 24.17 | 0.900 | bicubic | -46.288 | -41.016 | +146 |
494 | focalnet_base_lrf.ms_in1k | 224 | 36.114 | 63.886 | 55.597 | 44.403 | 88.75 | 0.900 | bicubic | -47.714 | -41.169 | -78 |
495 | tf_efficientnet_b2.ns_jft_in1k | 260 | 36.098 | 63.902 | 57.496 | 42.504 | 9.11 | 0.890 | bicubic | -46.314 | -38.738 | +143 |
496 | convnextv2_tiny.fcmae_ft_in1k | 224 | 36.077 | 63.923 | 55.564 | 44.436 | 28.64 | 0.875 | bicubic | -46.871 | -40.722 | +60 |
497 | regnetz_040.ra3_in1k | 320 | 36.069 | 63.931 | 55.755 | 44.245 | 27.12 | 1.000 | bicubic | -48.187 | -41.179 | -142 |
498 | resnet152.a1h_in1k | 224 | 36.067 | 63.933 | 55.554 | 44.446 | 60.19 | 0.950 | bicubic | -46.751 | -40.570 | +78 |
499 | regnety_320.seer_ft_in1k | 384 | 36.047 | 63.953 | 58.470 | 41.530 | 145.05 | 1.000 | bicubic | -47.279 | -38.242 | +8 |
500 | ecaresnet101d.miil_in1k | 224 | 36.027 | 63.973 | 56.195 | 43.805 | 44.57 | 0.875 | bicubic | -46.159 | -39.867 | +181 |
501 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 35.955 | 64.045 | 56.014 | 43.986 | 32.59 | 1.000 | bicubic | -47.463 | -40.598 | -11 |
502 | resnest200e.in1k | 320 | 35.937 | 64.063 | 55.869 | 44.131 | 70.20 | 0.909 | bicubic | -47.935 | -41.007 | -94 |
503 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 35.935 | 64.065 | 55.428 | 44.572 | 32.59 | 0.950 | bicubic | -47.329 | -40.962 | +9 |
504 | nextvit_base.bd_in1k_384 | 384 | 35.921 | 64.079 | 56.220 | 43.780 | 44.82 | 1.000 | bicubic | -48.805 | -41.004 | -215 |
505 | resnetrs152.tf_in1k | 256 | 35.876 | 64.124 | 55.434 | 44.566 | 86.62 | 1.000 | bicubic | -47.010 | -41.198 | +61 |
506 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 35.862 | 64.138 | 58.461 | 41.539 | 11.69 | 0.875 | bilinear | -37.426 | -33.293 | +868 |
507 | dm_nfnet_f0.dm_in1k | 192 | 35.858 | 64.142 | 56.523 | 43.477 | 71.49 | 0.900 | bicubic | -45.580 | -39.155 | +274 |
508 | eca_nfnet_l1.ra2_in1k | 320 | 35.849 | 64.151 | 55.931 | 44.069 | 41.41 | 1.000 | bicubic | -48.201 | -41.103 | -126 |
509 | sequencer2d_l.in1k | 224 | 35.823 | 64.177 | 55.747 | 44.253 | 54.30 | 0.875 | bicubic | -47.587 | -40.757 | -16 |
510 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 35.784 | 64.216 | 57.395 | 42.605 | 86.57 | 0.900 | bicubic | -46.002 | -38.728 | +227 |
511 | gcvit_small.in1k | 224 | 35.778 | 64.222 | 54.898 | 45.102 | 51.09 | 0.875 | bicubic | -48.130 | -41.762 | -114 |
512 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 35.727 | 64.273 | 54.941 | 45.059 | 38.76 | 0.900 | bicubic | -46.845 | -41.135 | +108 |
513 | resnet101d.ra2_in1k | 256 | 35.723 | 64.277 | 55.401 | 44.599 | 44.57 | 0.950 | bicubic | -46.529 | -40.667 | +155 |
514 | xcit_small_12_p8_224.fb_in1k | 224 | 35.587 | 64.413 | 55.619 | 44.381 | 26.21 | 1.000 | bicubic | -47.769 | -40.855 | -13 |
515 | efficientnet_b3.ra2_in1k | 288 | 35.542 | 64.458 | 55.930 | 44.070 | 12.23 | 0.875 | bicubic | -45.932 | -39.740 | +258 |
516 | flexivit_base.1200ep_in1k | 240 | 35.519 | 64.481 | 53.833 | 46.167 | 86.59 | 0.950 | bicubic | -49.169 | -43.187 | -222 |
517 | xcit_small_24_p8_224.fb_in1k | 224 | 35.517 | 64.484 | 54.780 | 45.220 | 47.63 | 1.000 | bicubic | -48.337 | -41.856 | -108 |
518 | coat_small.in1k | 224 | 35.515 | 64.485 | 55.177 | 44.823 | 21.69 | 0.900 | bicubic | -46.861 | -41.037 | +128 |
519 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 35.511 | 64.489 | 57.557 | 42.443 | 22.20 | 1.000 | bicubic | -48.293 | -39.551 | -96 |
520 | xcit_large_24_p16_224.fb_in1k | 224 | 35.501 | 64.499 | 54.762 | 45.238 | 189.10 | 1.000 | bicubic | -47.389 | -41.120 | +42 |
521 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 35.497 | 64.503 | 56.378 | 43.622 | 15.62 | 0.875 | bicubic | -46.541 | -39.796 | +180 |
522 | tf_efficientnet_b5.aa_in1k | 456 | 35.475 | 64.525 | 56.199 | 43.801 | 30.39 | 0.934 | bicubic | -48.221 | -40.515 | -79 |
523 | regnetz_d8_evos.ch_in1k | 320 | 35.464 | 64.537 | 55.770 | 44.230 | 23.46 | 1.000 | bicubic | -48.688 | -41.250 | -155 |
524 | swinv2_base_window8_256.ms_in1k | 256 | 35.464 | 64.537 | 54.635 | 45.365 | 87.92 | 0.900 | bicubic | -48.782 | -42.267 | -164 |
525 | xcit_medium_24_p8_224.fb_in1k | 224 | 35.442 | 64.558 | 54.837 | 45.163 | 84.32 | 1.000 | bicubic | -48.300 | -41.555 | -90 |
526 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 35.436 | 64.564 | 55.212 | 44.788 | 13.68 | 1.000 | bicubic | -45.832 | -40.414 | +281 |
527 | swinv2_small_window16_256.ms_in1k | 256 | 35.422 | 64.578 | 54.642 | 45.358 | 49.73 | 0.900 | bicubic | -48.794 | -42.231 | -166 |
528 | dm_nfnet_f0.dm_in1k | 256 | 35.410 | 64.590 | 55.525 | 44.475 | 71.49 | 0.900 | bicubic | -48.060 | -41.043 | -49 |
529 | efficientnetv2_rw_t.ra2_in1k | 224 | 35.391 | 64.609 | 54.986 | 45.014 | 13.65 | 1.000 | bicubic | -45.981 | -40.566 | +265 |
530 | resnest101e.in1k | 256 | 35.383 | 64.617 | 55.786 | 44.214 | 48.28 | 0.875 | bilinear | -47.533 | -40.524 | +30 |
531 | resnet152.a1h_in1k | 288 | 35.353 | 64.647 | 54.656 | 45.344 | 60.19 | 1.000 | bicubic | -48.141 | -41.866 | -57 |
532 | convit_base.fb_in1k | 224 | 35.322 | 64.678 | 54.941 | 45.059 | 86.54 | 0.875 | bicubic | -46.972 | -41.059 | +133 |
533 | convnext_tiny_hnf.a2h_in1k | 224 | 35.302 | 64.698 | 53.860 | 46.140 | 28.59 | 0.950 | bicubic | -46.928 | -42.000 | +138 |
534 | efficientformer_l3.snap_dist_in1k | 224 | 35.292 | 64.707 | 54.497 | 45.503 | 31.41 | 0.950 | bicubic | -47.271 | -41.745 | +87 |
535 | regnety_080.ra3_in1k | 224 | 35.287 | 64.713 | 55.425 | 44.575 | 39.18 | 0.950 | bicubic | -47.875 | -41.053 | -10 |
536 | focalnet_small_lrf.ms_in1k | 224 | 35.279 | 64.721 | 54.922 | 45.078 | 50.34 | 0.900 | bicubic | -48.229 | -41.664 | -65 |
537 | convformer_s18.sail_in1k | 224 | 35.255 | 64.745 | 54.609 | 45.391 | 26.77 | 1.000 | bicubic | -47.713 | -41.635 | +17 |
538 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 35.241 | 64.759 | 55.271 | 44.729 | 12.11 | 1.000 | bicubic | -47.339 | -40.913 | +79 |
539 | edgenext_base.usi_in1k | 320 | 35.241 | 64.759 | 55.140 | 44.860 | 18.51 | 1.000 | bicubic | -48.729 | -41.630 | -148 |
540 | nfnet_l0.ra2_in1k | 224 | 35.228 | 64.772 | 55.959 | 44.041 | 35.07 | 0.900 | bicubic | -46.640 | -40.077 | +185 |
541 | fastvit_sa24.apple_dist_in1k | 256 | 35.206 | 64.794 | 54.646 | 45.354 | 21.55 | 0.900 | bicubic | -48.156 | -41.930 | -41 |
542 | flexivit_base.600ep_in1k | 240 | 35.155 | 64.845 | 53.676 | 46.324 | 86.59 | 0.950 | bicubic | -49.405 | -43.234 | -236 |
543 | regnetz_c16.ra3_in1k | 256 | 35.114 | 64.886 | 56.303 | 43.697 | 13.46 | 0.940 | bicubic | -47.046 | -39.751 | +143 |
544 | twins_svt_large.in1k | 224 | 35.100 | 64.900 | 54.721 | 45.279 | 99.27 | 0.900 | bicubic | -48.590 | -41.887 | -98 |
545 | repvgg_b3g4.rvgg_in1k | 224 | 35.080 | 64.920 | 54.745 | 45.255 | 83.83 | 0.875 | bilinear | -45.168 | -40.357 | +413 |
546 | convnextv2_tiny.fcmae_ft_in1k | 288 | 35.057 | 64.943 | 54.204 | 45.796 | 28.64 | 1.000 | bicubic | -48.419 | -42.514 | -69 |
547 | repvgg_b3.rvgg_in1k | 224 | 35.029 | 64.971 | 54.515 | 45.485 | 123.09 | 0.875 | bilinear | -45.489 | -40.739 | +364 |
548 | regnetz_d8.ra3_in1k | 320 | 35.019 | 64.981 | 55.963 | 44.037 | 23.37 | 1.000 | bicubic | -49.023 | -41.039 | -166 |
549 | regnety_032.ra_in1k | 224 | 35.019 | 64.981 | 54.971 | 45.029 | 19.44 | 0.950 | bicubic | -46.923 | -41.179 | +171 |
550 | repvit_m1_5.dist_450e_in1k | 224 | 35.002 | 64.998 | 54.297 | 45.703 | 14.64 | 0.950 | bicubic | -47.518 | -41.813 | +74 |
551 | rexnetr_200.sw_in12k_ft_in1k | 288 | 34.955 | 65.046 | 55.918 | 44.082 | 16.52 | 1.000 | bicubic | -48.215 | -40.732 | -30 |
552 | repvgg_d2se.rvgg_in1k | 320 | 34.925 | 65.075 | 53.524 | 46.476 | 133.33 | 1.000 | bilinear | -48.629 | -43.140 | -88 |
553 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 34.900 | 65.100 | 55.116 | 44.884 | 12.11 | 1.000 | bicubic | -48.885 | -41.600 | -127 |
554 | flexivit_base.300ep_in1k | 240 | 34.876 | 65.124 | 53.202 | 46.798 | 86.59 | 0.950 | bicubic | -49.526 | -43.720 | -218 |
555 | resnet101d.ra2_in1k | 320 | 34.874 | 65.126 | 54.181 | 45.819 | 44.57 | 1.000 | bicubic | -48.144 | -42.277 | -10 |
556 | repvit_m1_5.dist_300e_in1k | 224 | 34.872 | 65.128 | 54.385 | 45.615 | 14.64 | 0.950 | bicubic | -47.510 | -41.641 | +89 |
557 | coatnet_1_rw_224.sw_in1k | 224 | 34.864 | 65.136 | 53.426 | 46.574 | 41.72 | 0.950 | bicubic | -48.748 | -42.956 | -100 |
558 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 34.809 | 65.191 | 53.965 | 46.035 | 41.69 | 0.950 | bicubic | -48.545 | -42.460 | -56 |
559 | swin_s3_base_224.ms_in1k | 224 | 34.805 | 65.195 | 53.731 | 46.269 | 71.13 | 0.900 | bicubic | -49.115 | -42.919 | -165 |
560 | regnetz_c16_evos.ch_in1k | 256 | 34.803 | 65.197 | 56.000 | 44.000 | 13.49 | 0.950 | bicubic | -47.139 | -39.970 | +158 |
561 | seresnext101_32x8d.ah_in1k | 288 | 34.797 | 65.203 | 53.522 | 46.478 | 93.57 | 1.000 | bicubic | -49.397 | -43.340 | -197 |
562 | maxvit_tiny_rw_224.sw_in1k | 224 | 34.785 | 65.215 | 53.357 | 46.643 | 29.06 | 0.950 | bicubic | -48.737 | -43.131 | -92 |
563 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 34.758 | 65.242 | 55.373 | 44.627 | 11.07 | 0.950 | bicubic | -48.202 | -41.101 | -8 |
564 | vit_base_patch16_rpn_224.sw_in1k | 224 | 34.727 | 65.273 | 54.650 | 45.350 | 86.54 | 0.900 | bicubic | -47.489 | -41.348 | +110 |
565 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 34.717 | 65.283 | 54.230 | 45.770 | 86.43 | 0.900 | bicubic | -48.045 | -41.948 | +14 |
566 | resmlp_big_24_224.fb_distilled_in1k | 224 | 34.715 | 65.285 | 54.534 | 45.466 | 129.14 | 0.875 | bicubic | -48.879 | -42.120 | -106 |
567 | sequencer2d_m.in1k | 224 | 34.711 | 65.289 | 54.010 | 45.990 | 38.31 | 0.875 | bicubic | -48.127 | -42.266 | +1 |
568 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 34.709 | 65.291 | 55.719 | 44.281 | 306.63 | 1.000 | bicubic | -46.797 | -39.769 | +196 |
569 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 34.705 | 65.295 | 55.739 | 44.261 | 6.34 | 0.965 | bicubic | -43.373 | -38.447 | +610 |
570 | deit3_small_patch16_224.fb_in1k | 224 | 34.679 | 65.321 | 53.129 | 46.871 | 22.06 | 0.900 | bicubic | -46.695 | -42.423 | +223 |
571 | resnet101.a1h_in1k | 224 | 34.673 | 65.326 | 54.300 | 45.700 | 44.55 | 0.950 | bicubic | -47.277 | -41.460 | +144 |
572 | focalnet_small_srf.ms_in1k | 224 | 34.672 | 65.329 | 54.416 | 45.584 | 49.89 | 0.900 | bicubic | -48.759 | -42.017 | -88 |
573 | davit_tiny.msft_in1k | 224 | 34.672 | 65.329 | 54.330 | 45.670 | 28.36 | 0.950 | bicubic | -48.026 | -41.954 | +17 |
574 | convnext_nano.in12k_ft_in1k | 224 | 34.668 | 65.332 | 56.102 | 43.898 | 15.59 | 0.950 | bicubic | -47.638 | -40.235 | +85 |
575 | ecaresnet101d.miil_in1k | 288 | 34.660 | 65.340 | 54.505 | 45.495 | 44.57 | 0.950 | bicubic | -48.338 | -42.019 | -27 |
576 | vit_relpos_base_patch16_224.sw_in1k | 224 | 34.624 | 65.376 | 54.271 | 45.729 | 86.43 | 0.900 | bicubic | -47.852 | -41.873 | +56 |
577 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 34.620 | 65.380 | 55.951 | 44.049 | 194.03 | 0.875 | bilinear | -47.260 | -40.149 | +147 |
578 | repvgg_b2g4.rvgg_in1k | 224 | 34.609 | 65.391 | 54.798 | 45.202 | 61.76 | 0.875 | bilinear | -44.787 | -39.882 | +471 |
579 | resnetv2_101.a1h_in1k | 224 | 34.593 | 65.407 | 53.173 | 46.827 | 44.54 | 0.950 | bicubic | -47.449 | -42.693 | +120 |
580 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 34.589 | 65.411 | 54.033 | 45.967 | 32.59 | 1.000 | bicubic | -49.243 | -42.699 | -167 |
581 | gcvit_tiny.in1k | 224 | 34.542 | 65.458 | 53.220 | 46.780 | 28.22 | 0.875 | bicubic | -48.858 | -43.172 | -87 |
582 | resnext101_64x4d.c1_in1k | 224 | 34.538 | 65.462 | 53.338 | 46.662 | 83.46 | 0.950 | bicubic | -47.908 | -42.582 | +55 |
583 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 34.530 | 65.470 | 54.334 | 45.666 | 32.59 | 0.950 | bicubic | -47.334 | -41.362 | +142 |
584 | resnetrs200.tf_in1k | 320 | 34.530 | 65.470 | 54.277 | 45.723 | 93.21 | 1.000 | bicubic | -49.916 | -42.795 | -257 |
585 | regnetv_064.ra3_in1k | 224 | 34.502 | 65.498 | 55.287 | 44.713 | 30.58 | 0.950 | bicubic | -48.615 | -41.275 | -53 |
586 | poolformerv2_m48.sail_in1k | 224 | 34.502 | 65.498 | 53.980 | 46.020 | 73.35 | 1.000 | bicubic | -48.109 | -42.088 | +20 |
587 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 34.473 | 65.527 | 53.255 | 46.745 | 27.91 | 0.900 | bicubic | -48.351 | -42.947 | -14 |
588 | tf_efficientnetv2_s.in1k | 300 | 34.461 | 65.539 | 54.257 | 45.743 | 21.46 | 1.000 | bicubic | -48.711 | -42.079 | -68 |
589 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 34.424 | 65.576 | 55.020 | 44.980 | 15.62 | 1.000 | bicubic | -48.242 | -41.526 | +3 |
590 | efficientvit_b2.r256_in1k | 256 | 34.418 | 65.582 | 53.591 | 46.409 | 24.33 | 1.000 | bicubic | -48.294 | -42.501 | -3 |
591 | resnetrs152.tf_in1k | 320 | 34.406 | 65.594 | 53.522 | 46.478 | 86.62 | 1.000 | bicubic | -49.304 | -43.088 | -153 |
592 | resnest50d_4s2x40d.in1k | 224 | 34.357 | 65.643 | 54.723 | 45.277 | 30.42 | 0.875 | bicubic | -46.789 | -41.257 | +232 |
593 | pvt_v2_b2_li.in1k | 224 | 34.328 | 65.672 | 54.092 | 45.908 | 22.55 | 0.900 | bicubic | -47.874 | -42.018 | +86 |
594 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 34.243 | 65.757 | 55.788 | 44.212 | 14.36 | 0.900 | bicubic | -46.833 | -40.132 | +240 |
595 | efficientvit_b2.r288_in1k | 288 | 34.239 | 65.761 | 53.534 | 46.466 | 24.33 | 1.000 | bicubic | -48.845 | -42.768 | -56 |
596 | crossvit_18_dagger_408.in1k | 408 | 34.237 | 65.763 | 53.092 | 46.908 | 44.61 | 1.000 | bicubic | -49.965 | -43.740 | -233 |
597 | xcit_medium_24_p16_224.fb_in1k | 224 | 34.235 | 65.765 | 53.155 | 46.845 | 84.40 | 1.000 | bicubic | -48.397 | -42.825 | +4 |
598 | resnetrs101.tf_in1k | 192 | 34.216 | 65.784 | 54.538 | 45.462 | 63.62 | 0.940 | bicubic | -46.494 | -40.700 | +289 |
599 | tf_efficientnet_b1.ns_jft_in1k | 240 | 34.184 | 65.816 | 55.513 | 44.487 | 7.79 | 0.882 | bicubic | -47.204 | -40.027 | +191 |
600 | pit_s_distilled_224.in1k | 224 | 34.174 | 65.826 | 53.369 | 46.631 | 24.04 | 0.900 | bicubic | -47.668 | -42.331 | +131 |
601 | efficientnetv2_rw_t.ra2_in1k | 288 | 34.157 | 65.843 | 53.161 | 46.839 | 13.65 | 1.000 | bicubic | -48.197 | -43.017 | +50 |
602 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 34.139 | 65.861 | 54.560 | 45.440 | 11.07 | 0.950 | bicubic | -48.223 | -41.696 | +46 |
603 | tf_efficientnet_b4.aa_in1k | 380 | 34.104 | 65.896 | 54.224 | 45.776 | 19.34 | 0.922 | bicubic | -48.936 | -42.066 | -60 |
604 | fastvit_sa24.apple_in1k | 256 | 34.096 | 65.904 | 53.756 | 46.244 | 21.55 | 0.900 | bicubic | -48.610 | -42.522 | -16 |
605 | twins_pcpvt_large.in1k | 224 | 34.076 | 65.924 | 54.110 | 45.890 | 60.99 | 0.900 | bicubic | -49.092 | -42.500 | -84 |
606 | resnetv2_101.a1h_in1k | 288 | 34.076 | 65.924 | 52.316 | 47.684 | 44.54 | 1.000 | bicubic | -48.926 | -44.128 | -58 |
607 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 34.070 | 65.930 | 54.418 | 45.582 | 11.07 | 1.000 | bicubic | -49.352 | -42.314 | -119 |
608 | tf_efficientnet_b6.aa_in1k | 528 | 34.068 | 65.932 | 54.558 | 45.442 | 43.04 | 0.942 | bicubic | -50.050 | -42.328 | -237 |
609 | efficientformerv2_s2.snap_dist_in1k | 224 | 34.066 | 65.934 | 53.530 | 46.470 | 12.71 | 0.950 | bicubic | -48.084 | -42.382 | +78 |
610 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 34.054 | 65.945 | 55.596 | 44.404 | 88.79 | 0.875 | bilinear | -47.566 | -40.441 | +140 |
611 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 34.054 | 65.945 | 53.721 | 46.279 | 32.59 | 1.000 | bicubic | -48.620 | -42.595 | -19 |
612 | xcit_small_24_p16_224.fb_in1k | 224 | 34.039 | 65.961 | 53.271 | 46.729 | 47.67 | 1.000 | bicubic | -48.541 | -42.983 | +6 |
613 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 34.029 | 65.971 | 54.872 | 45.128 | 6.34 | 0.965 | bicubic | -44.867 | -39.612 | +490 |
614 | nfnet_l0.ra2_in1k | 288 | 34.002 | 65.999 | 54.356 | 45.644 | 35.07 | 1.000 | bicubic | -48.755 | -42.138 | -34 |
615 | efficientnet_b3_pruned.in1k | 300 | 34.002 | 65.999 | 54.114 | 45.886 | 9.86 | 0.904 | bicubic | -46.870 | -41.158 | +249 |
616 | regnety_160.deit_in1k | 288 | 33.996 | 66.004 | 53.558 | 46.442 | 83.59 | 1.000 | bicubic | -49.704 | -43.032 | -175 |
617 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 33.994 | 66.006 | 53.281 | 46.719 | 13.68 | 1.000 | bicubic | -48.486 | -43.019 | +14 |
618 | nextvit_small.bd_in1k_384 | 384 | 33.992 | 66.008 | 53.874 | 46.126 | 31.76 | 1.000 | bicubic | -50.050 | -43.116 | -234 |
619 | resnext101_64x4d.tv_in1k | 224 | 33.992 | 66.008 | 52.512 | 47.488 | 83.46 | 0.875 | bilinear | -48.986 | -43.740 | -67 |
620 | resnext101_64x4d.c1_in1k | 288 | 33.854 | 66.146 | 52.172 | 47.828 | 83.46 | 1.000 | bicubic | -49.304 | -44.198 | -94 |
621 | swinv2_cr_small_ns_224.sw_in1k | 224 | 33.842 | 66.158 | 52.634 | 47.366 | 49.70 | 0.900 | bicubic | -49.648 | -43.852 | -146 |
622 | poolformerv2_s36.sail_in1k | 224 | 33.836 | 66.164 | 53.672 | 46.328 | 30.79 | 1.000 | bicubic | -47.740 | -42.008 | +133 |
623 | xcit_small_12_p16_224.fb_in1k | 224 | 33.827 | 66.173 | 53.155 | 46.845 | 26.25 | 1.000 | bicubic | -48.155 | -42.659 | +85 |
624 | convnext_tiny.fb_in1k | 224 | 33.825 | 66.175 | 53.654 | 46.346 | 28.59 | 0.875 | bicubic | -48.241 | -42.200 | +71 |
625 | nextvit_small.bd_in1k | 224 | 33.811 | 66.189 | 53.181 | 46.819 | 31.76 | 0.950 | bicubic | -48.809 | -43.041 | -22 |
626 | convnextv2_nano.fcmae_ft_in1k | 224 | 33.805 | 66.195 | 53.967 | 46.033 | 15.62 | 0.875 | bicubic | -48.051 | -41.989 | +102 |
627 | repvit_m3.dist_in1k | 224 | 33.789 | 66.211 | 53.116 | 46.884 | 10.68 | 0.950 | bicubic | -47.705 | -42.446 | +141 |
628 | resnet101.a1h_in1k | 288 | 33.768 | 66.232 | 53.141 | 46.859 | 44.55 | 1.000 | bicubic | -49.034 | -43.179 | -51 |
629 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 33.740 | 66.260 | 55.935 | 44.065 | 217.32 | 1.000 | bilinear | -50.252 | -41.197 | -241 |
630 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 33.728 | 66.272 | 54.348 | 45.652 | 6.34 | 1.000 | bicubic | -45.320 | -40.534 | +464 |
631 | swin_s3_small_224.ms_in1k | 224 | 33.689 | 66.311 | 52.408 | 47.592 | 49.74 | 0.900 | bicubic | -50.089 | -44.052 | -204 |
632 | swinv2_small_window8_256.ms_in1k | 256 | 33.665 | 66.335 | 52.778 | 47.222 | 49.73 | 0.900 | bicubic | -50.179 | -43.872 | -222 |
633 | cs3se_edgenet_x.c2ns_in1k | 256 | 33.652 | 66.348 | 52.984 | 47.016 | 50.72 | 0.950 | bicubic | -49.108 | -43.322 | -53 |
634 | resnet152.tv2_in1k | 224 | 33.632 | 66.368 | 51.650 | 48.350 | 60.19 | 0.965 | bilinear | -48.662 | -44.350 | +29 |
635 | resnet51q.ra2_in1k | 288 | 33.595 | 66.405 | 53.027 | 46.973 | 35.70 | 1.000 | bilinear | -48.761 | -43.151 | +15 |
636 | inception_next_tiny.sail_in1k | 224 | 33.593 | 66.407 | 53.045 | 46.955 | 28.06 | 0.875 | bicubic | -48.915 | -42.955 | -9 |
637 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 33.546 | 66.454 | 52.789 | 47.211 | 12.12 | 1.000 | bicubic | -49.034 | -43.211 | -21 |
638 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 33.504 | 66.496 | 53.125 | 46.875 | 11.07 | 0.950 | bicubic | -46.934 | -42.251 | +289 |
639 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 33.504 | 66.496 | 52.589 | 47.411 | 38.75 | 0.900 | bicubic | -48.962 | -43.495 | -6 |
640 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 33.500 | 66.500 | 52.876 | 47.124 | 11.07 | 1.000 | bicubic | -47.784 | -42.864 | +163 |
641 | regnety_080.ra3_in1k | 288 | 33.475 | 66.525 | 52.901 | 47.099 | 39.18 | 1.000 | bicubic | -50.465 | -43.979 | -249 |
642 | cs3edgenet_x.c2_in1k | 288 | 33.455 | 66.545 | 52.931 | 47.069 | 47.82 | 1.000 | bicubic | -49.291 | -43.459 | -60 |
643 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 33.449 | 66.551 | 54.986 | 45.014 | 14.36 | 0.900 | bicubic | -49.185 | -41.644 | -43 |
644 | convmixer_1536_20.in1k | 224 | 33.445 | 66.555 | 53.055 | 46.945 | 51.63 | 0.960 | bicubic | -47.925 | -42.575 | +151 |
645 | regnety_064.ra3_in1k | 224 | 33.438 | 66.562 | 52.927 | 47.073 | 30.58 | 0.950 | bicubic | -49.569 | -43.369 | -99 |
646 | regnety_032.ra_in1k | 288 | 33.434 | 66.566 | 52.770 | 47.230 | 19.44 | 1.000 | bicubic | -49.290 | -43.654 | -63 |
647 | sequencer2d_s.in1k | 224 | 33.434 | 66.566 | 52.392 | 47.608 | 27.65 | 0.875 | bicubic | -48.902 | -43.639 | +6 |
648 | crossvit_18_240.in1k | 240 | 33.396 | 66.604 | 52.259 | 47.741 | 43.27 | 0.875 | bicubic | -48.990 | -43.807 | -4 |
649 | regnetz_c16.ra3_in1k | 320 | 33.394 | 66.606 | 54.230 | 45.770 | 13.46 | 1.000 | bicubic | -49.266 | -42.102 | -56 |
650 | gernet_l.idstcv_in1k | 256 | 33.390 | 66.610 | 51.793 | 48.207 | 31.08 | 0.875 | bilinear | -47.984 | -43.661 | +142 |
651 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 33.380 | 66.620 | 52.493 | 47.507 | 38.74 | 0.900 | bicubic | -48.870 | -43.435 | +18 |
652 | regnetv_040.ra3_in1k | 224 | 33.369 | 66.631 | 52.947 | 47.053 | 20.64 | 0.950 | bicubic | -49.079 | -43.257 | -16 |
653 | crossvit_15_dagger_408.in1k | 408 | 33.351 | 66.649 | 52.164 | 47.836 | 28.50 | 1.000 | bicubic | -50.489 | -44.616 | -242 |
654 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 33.345 | 66.655 | 55.049 | 44.951 | 5.39 | 0.950 | bicubic | -47.517 | -40.623 | +210 |
655 | crossvit_18_dagger_240.in1k | 240 | 33.278 | 66.722 | 52.218 | 47.782 | 44.27 | 0.875 | bicubic | -49.226 | -43.850 | -27 |
656 | wide_resnet101_2.tv2_in1k | 224 | 33.278 | 66.722 | 51.443 | 48.557 | 126.89 | 0.965 | bilinear | -49.238 | -44.569 | -31 |
657 | tresnet_xl.miil_in1k | 224 | 33.276 | 66.724 | 52.310 | 47.690 | 78.44 | 0.875 | bilinear | -48.788 | -43.620 | +39 |
658 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 224 | 33.272 | 66.728 | 55.246 | 44.754 | 28.29 | 0.900 | bicubic | -47.694 | -40.774 | +187 |
659 | resnext101_32x8d.tv2_in1k | 176 | 33.249 | 66.751 | 51.318 | 48.682 | 88.79 | 0.875 | bilinear | -48.741 | -44.398 | +48 |
660 | fbnetv3_g.ra2_in1k | 240 | 33.245 | 66.755 | 53.727 | 46.273 | 16.62 | 0.950 | bilinear | -48.007 | -41.955 | +150 |
661 | nest_base_jx.goog_in1k | 224 | 33.223 | 66.777 | 51.827 | 48.173 | 67.72 | 0.875 | bicubic | -50.323 | -44.539 | -195 |
662 | convnext_tiny.fb_in1k | 288 | 33.180 | 66.820 | 52.668 | 47.332 | 28.59 | 1.000 | bicubic | -49.514 | -43.476 | -72 |
663 | resnest50d_1s4x24d.in1k | 224 | 33.172 | 66.828 | 52.854 | 47.146 | 25.68 | 0.875 | bicubic | -47.846 | -42.482 | +179 |
664 | convnext_nano.in12k_ft_in1k | 288 | 33.131 | 66.869 | 53.986 | 46.014 | 15.59 | 1.000 | bicubic | -49.751 | -42.576 | -97 |
665 | resnet61q.ra2_in1k | 288 | 33.121 | 66.879 | 51.718 | 48.282 | 36.85 | 1.000 | bicubic | -49.403 | -44.796 | -42 |
666 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 33.103 | 66.897 | 52.392 | 47.608 | 38.73 | 0.900 | bicubic | -49.205 | -43.590 | -8 |
667 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 33.080 | 66.920 | 51.895 | 48.105 | 16.78 | 0.950 | bicubic | -49.946 | -44.449 | -123 |
668 | rexnet_300.nav_in1k | 224 | 33.078 | 66.922 | 52.371 | 47.629 | 34.71 | 0.875 | bicubic | -49.702 | -43.863 | -90 |
669 | twins_pcpvt_base.in1k | 224 | 33.066 | 66.934 | 52.618 | 47.382 | 43.83 | 0.900 | bicubic | -49.656 | -43.730 | -84 |
670 | tf_efficientnetv2_s.in1k | 384 | 33.054 | 66.946 | 51.901 | 48.099 | 21.46 | 1.000 | bicubic | -50.842 | -44.797 | -269 |
671 | pvt_v2_b2.in1k | 224 | 33.046 | 66.954 | 52.015 | 47.985 | 25.36 | 0.900 | bicubic | -49.048 | -43.941 | +22 |
672 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 33.035 | 66.965 | 53.530 | 46.470 | 6.34 | 1.000 | bicubic | -46.869 | -41.136 | +320 |
673 | nest_small_jx.goog_in1k | 224 | 33.029 | 66.971 | 51.052 | 48.948 | 38.35 | 0.875 | bicubic | -50.093 | -45.282 | -142 |
674 | crossvit_base_240.in1k | 240 | 33.023 | 66.977 | 51.371 | 48.629 | 105.03 | 0.875 | bicubic | -49.205 | -44.443 | -2 |
675 | poolformerv2_m36.sail_in1k | 224 | 33.019 | 66.981 | 51.854 | 48.146 | 56.08 | 1.000 | bicubic | -49.195 | -44.084 | +2 |
676 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 33.011 | 66.989 | 52.084 | 47.916 | 12.12 | 1.000 | bicubic | -47.455 | -43.118 | +243 |
677 | resnet51q.ra2_in1k | 256 | 32.991 | 67.009 | 52.373 | 47.627 | 35.70 | 0.875 | bilinear | -48.787 | -43.577 | +62 |
678 | rexnet_200.nav_in1k | 224 | 32.978 | 67.022 | 52.943 | 47.057 | 16.37 | 0.875 | bicubic | -48.662 | -42.725 | +72 |
679 | resnest50d.in1k | 224 | 32.962 | 67.038 | 52.717 | 47.283 | 27.48 | 0.875 | bilinear | -47.996 | -42.655 | +168 |
680 | convit_small.fb_in1k | 224 | 32.956 | 67.044 | 52.153 | 47.847 | 27.78 | 0.875 | bicubic | -48.458 | -43.583 | +108 |
681 | tf_efficientnet_b3.aa_in1k | 300 | 32.934 | 67.066 | 52.935 | 47.065 | 12.23 | 0.904 | bicubic | -48.714 | -42.789 | +67 |
682 | crossvit_15_dagger_240.in1k | 240 | 32.917 | 67.083 | 51.793 | 48.207 | 28.21 | 0.875 | bicubic | -49.389 | -44.175 | -22 |
683 | swin_base_patch4_window12_384.ms_in1k | 384 | 32.911 | 67.089 | 51.770 | 48.230 | 87.90 | 1.000 | bicubic | -51.565 | -45.116 | -365 |
684 | convnext_tiny_hnf.a2h_in1k | 288 | 32.905 | 67.095 | 51.198 | 48.802 | 28.59 | 1.000 | bicubic | -49.703 | -45.194 | -75 |
685 | pnasnet5large.tf_in1k | 331 | 32.899 | 67.101 | 50.539 | 49.461 | 86.06 | 0.911 | bicubic | -49.929 | -45.499 | -114 |
686 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 32.895 | 67.105 | 53.949 | 46.051 | 22.05 | 0.900 | bicubic | -48.519 | -42.201 | +101 |
687 | twins_svt_base.in1k | 224 | 32.856 | 67.144 | 51.485 | 48.515 | 56.07 | 0.900 | bicubic | -50.268 | -44.943 | -157 |
688 | regnetv_064.ra3_in1k | 288 | 32.828 | 67.172 | 52.890 | 47.110 | 30.58 | 1.000 | bicubic | -50.920 | -43.856 | -256 |
689 | cs3edgenet_x.c2_in1k | 256 | 32.828 | 67.172 | 52.184 | 47.816 | 47.82 | 0.887 | bicubic | -49.386 | -43.712 | -12 |
690 | convnextv2_nano.fcmae_ft_in1k | 288 | 32.809 | 67.191 | 52.679 | 47.321 | 15.62 | 1.000 | bicubic | -49.687 | -43.549 | -60 |
691 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 32.809 | 67.191 | 52.530 | 47.470 | 11.07 | 0.950 | bicubic | -48.665 | -43.162 | +83 |
692 | nasnetalarge.tf_in1k | 331 | 32.803 | 67.197 | 50.162 | 49.838 | 88.75 | 0.911 | bicubic | -49.833 | -45.898 | -93 |
693 | hgnet_small.paddle_in1k | 224 | 32.791 | 67.209 | 52.465 | 47.535 | 24.36 | 0.965 | bicubic | -48.635 | -43.381 | +92 |
694 | resnet61q.ra2_in1k | 256 | 32.785 | 67.215 | 51.154 | 48.846 | 36.85 | 0.900 | bicubic | -49.181 | -44.698 | +18 |
695 | resnet152d.gluon_in1k | 224 | 32.764 | 67.237 | 51.076 | 48.924 | 60.21 | 0.875 | bicubic | -47.712 | -44.120 | +221 |
696 | inception_resnet_v2.tf_in1k | 299 | 32.750 | 67.250 | 50.671 | 49.329 | 55.84 | 0.897 | bicubic | -47.696 | -44.249 | +228 |
697 | gernet_m.idstcv_in1k | 224 | 32.746 | 67.254 | 51.905 | 48.095 | 21.14 | 0.875 | bilinear | -47.980 | -43.279 | +187 |
698 | repvit_m1_1.dist_450e_in1k | 224 | 32.740 | 67.260 | 52.675 | 47.325 | 8.80 | 0.950 | bicubic | -48.562 | -42.897 | +103 |
699 | eca_nfnet_l0.ra2_in1k | 224 | 32.712 | 67.288 | 53.226 | 46.774 | 24.14 | 0.900 | bicubic | -49.052 | -42.044 | +42 |
700 | pit_b_224.in1k | 224 | 32.703 | 67.297 | 49.848 | 50.152 | 73.76 | 0.900 | bicubic | -49.757 | -45.860 | -65 |
701 | tf_efficientnet_b2.ap_in1k | 260 | 32.663 | 67.337 | 52.249 | 47.751 | 9.11 | 0.890 | bicubic | -47.633 | -42.783 | +245 |
702 | swin_base_patch4_window7_224.ms_in1k | 224 | 32.653 | 67.347 | 51.569 | 48.431 | 87.77 | 0.900 | bicubic | -50.957 | -44.881 | -244 |
703 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 32.630 | 67.370 | 52.410 | 47.590 | 9.72 | 0.950 | bicubic | -46.816 | -42.510 | +344 |
704 | fbnetv3_g.ra2_in1k | 288 | 32.618 | 67.382 | 52.892 | 47.108 | 16.62 | 0.950 | bilinear | -49.422 | -43.172 | -4 |
705 | regnety_320.tv2_in1k | 224 | 32.612 | 67.388 | 50.288 | 49.712 | 145.05 | 0.965 | bicubic | -50.562 | -46.128 | -186 |
706 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 32.604 | 67.396 | 52.363 | 47.637 | 9.72 | 1.000 | bicubic | -47.548 | -42.407 | +261 |
707 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 32.590 | 67.409 | 52.642 | 47.358 | 9.72 | 0.950 | bicubic | -47.331 | -42.544 | +277 |
708 | resnext101_32x8d.tv2_in1k | 224 | 32.571 | 67.429 | 50.154 | 49.846 | 88.79 | 0.965 | bilinear | -50.261 | -46.078 | -139 |
709 | regnetz_c16_evos.ch_in1k | 320 | 32.565 | 67.435 | 52.939 | 47.061 | 13.49 | 0.950 | bicubic | -50.079 | -43.541 | -111 |
710 | cait_xxs36_384.fb_dist_in1k | 384 | 32.549 | 67.451 | 52.253 | 47.747 | 17.37 | 1.000 | bicubic | -49.659 | -43.897 | -32 |
711 | tresnet_l.miil_in1k | 224 | 32.549 | 67.451 | 51.127 | 48.873 | 55.99 | 0.875 | bilinear | -48.949 | -44.525 | +56 |
712 | wide_resnet50_2.racm_in1k | 224 | 32.488 | 67.512 | 51.469 | 48.531 | 68.88 | 0.875 | bicubic | -49.000 | -44.075 | +58 |
713 | resnet152.a1_in1k | 224 | 32.478 | 67.522 | 49.828 | 50.172 | 60.19 | 0.950 | bicubic | -49.520 | -46.060 | -7 |
714 | gmlp_s16_224.ra3_in1k | 224 | 32.416 | 67.584 | 51.823 | 48.177 | 19.42 | 0.875 | bicubic | -47.228 | -42.805 | +313 |
715 | resnetaa50d.sw_in12k_ft_in1k | 224 | 32.404 | 67.596 | 52.516 | 47.484 | 25.58 | 0.950 | bicubic | -49.378 | -43.520 | +23 |
716 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 32.396 | 67.604 | 50.439 | 49.561 | 55.84 | 0.897 | bicubic | -47.596 | -44.517 | +266 |
717 | deit_base_patch16_224.fb_in1k | 224 | 32.390 | 67.610 | 50.986 | 49.014 | 86.57 | 0.900 | bicubic | -49.590 | -44.802 | -7 |
718 | maxvit_nano_rw_256.sw_in1k | 256 | 32.384 | 67.616 | 50.608 | 49.392 | 15.45 | 0.950 | bicubic | -50.558 | -45.616 | -161 |
719 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 32.365 | 67.635 | 51.803 | 48.197 | 11.07 | 1.000 | bicubic | -50.625 | -44.867 | -169 |
720 | swin_small_patch4_window7_224.ms_in1k | 224 | 32.349 | 67.651 | 50.913 | 49.087 | 49.61 | 0.900 | bicubic | -50.879 | -45.413 | -204 |
721 | resnet152s.gluon_in1k | 224 | 32.347 | 67.653 | 50.532 | 49.468 | 60.32 | 0.875 | bicubic | -48.701 | -44.910 | +118 |
722 | regnety_040.ra3_in1k | 224 | 32.345 | 67.655 | 51.504 | 48.496 | 20.65 | 0.950 | bicubic | -49.971 | -44.572 | -66 |
723 | repvit_m1_1.dist_300e_in1k | 224 | 32.290 | 67.710 | 51.962 | 48.038 | 8.80 | 0.950 | bicubic | -48.536 | -43.212 | +146 |
724 | deit_small_distilled_patch16_224.fb_in1k | 224 | 32.284 | 67.716 | 52.111 | 47.889 | 22.44 | 0.900 | bicubic | -48.932 | -43.268 | +90 |
725 | poolformerv2_s24.sail_in1k | 224 | 32.276 | 67.724 | 51.490 | 48.510 | 21.34 | 1.000 | bicubic | -48.476 | -43.828 | +154 |
726 | edgenext_small.usi_in1k | 256 | 32.272 | 67.728 | 51.887 | 48.113 | 5.59 | 0.950 | bicubic | -48.792 | -43.443 | +110 |
727 | xcit_tiny_24_p8_224.fb_in1k | 224 | 32.239 | 67.761 | 51.878 | 48.122 | 12.11 | 1.000 | bicubic | -49.651 | -44.102 | -4 |
728 | seresnext101_64x4d.gluon_in1k | 224 | 32.203 | 67.797 | 50.325 | 49.675 | 88.23 | 0.875 | bicubic | -48.683 | -44.943 | +129 |
729 | regnetx_320.tv2_in1k | 224 | 32.196 | 67.804 | 49.364 | 50.636 | 107.81 | 0.965 | bicubic | -50.628 | -46.828 | -157 |
730 | gcvit_xtiny.in1k | 224 | 32.133 | 67.867 | 51.115 | 48.885 | 19.98 | 0.875 | bicubic | -49.835 | -44.851 | -19 |
731 | coat_lite_small.in1k | 224 | 32.127 | 67.873 | 49.983 | 50.017 | 19.84 | 0.900 | bicubic | -50.175 | -45.851 | -70 |
732 | seresnext101_32x4d.gluon_in1k | 224 | 32.123 | 67.877 | 51.221 | 48.779 | 48.96 | 0.875 | bicubic | -48.763 | -44.087 | +126 |
733 | tiny_vit_11m_224.in1k | 224 | 32.093 | 67.907 | 51.306 | 48.694 | 11.00 | 0.950 | bicubic | -49.445 | -44.564 | +27 |
734 | coatnext_nano_rw_224.sw_in1k | 224 | 32.093 | 67.907 | 51.033 | 48.967 | 14.70 | 0.900 | bicubic | -49.905 | -44.261 | -28 |
735 | tf_efficientnet_b7.aa_in1k | 600 | 32.086 | 67.915 | 52.155 | 47.845 | 66.35 | 0.949 | bicubic | -52.351 | -44.765 | -406 |
736 | flexivit_small.1200ep_in1k | 240 | 32.080 | 67.920 | 50.313 | 49.687 | 22.06 | 0.950 | bicubic | -50.512 | -45.837 | -121 |
737 | efficientvit_b2.r224_in1k | 224 | 32.074 | 67.926 | 50.936 | 49.064 | 24.33 | 0.950 | bicubic | -50.088 | -44.774 | -52 |
738 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 32.066 | 67.934 | 50.329 | 49.671 | 23.70 | 0.950 | bicubic | -51.038 | -46.005 | -202 |
739 | focalnet_tiny_lrf.ms_in1k | 224 | 32.064 | 67.936 | 51.435 | 48.565 | 28.65 | 0.900 | bicubic | -50.110 | -44.512 | -57 |
740 | seresnext50_32x4d.racm_in1k | 224 | 32.017 | 67.983 | 51.257 | 48.743 | 27.56 | 0.875 | bicubic | -49.251 | -44.317 | +66 |
741 | resnetv2_50d_gn.ah_in1k | 224 | 32.009 | 67.991 | 51.235 | 48.765 | 25.57 | 0.950 | bicubic | -48.785 | -44.121 | +134 |
742 | deit_base_patch16_384.fb_in1k | 384 | 31.985 | 68.015 | 50.539 | 49.461 | 86.86 | 1.000 | bicubic | -51.131 | -45.827 | -208 |
743 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.966 | 68.034 | 50.620 | 49.380 | 15.50 | 0.950 | bicubic | -51.014 | -45.652 | -192 |
744 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 31.954 | 68.046 | 51.463 | 48.537 | 11.07 | 1.000 | bicubic | -50.542 | -44.817 | -115 |
745 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 31.946 | 68.054 | 51.386 | 48.614 | 6.71 | 1.000 | bicubic | -49.266 | -44.230 | +70 |
746 | wide_resnet101_2.tv2_in1k | 176 | 31.907 | 68.093 | 49.527 | 50.473 | 126.89 | 0.875 | bilinear | -48.581 | -45.453 | +168 |
747 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 31.899 | 68.101 | 52.318 | 47.682 | 6.00 | 0.965 | bicubic | -44.945 | -41.294 | +523 |
748 | coatnet_bn_0_rw_224.sw_in1k | 224 | 31.883 | 68.117 | 50.999 | 49.001 | 27.44 | 0.950 | bicubic | -50.511 | -45.195 | -108 |
749 | levit_conv_384.fb_dist_in1k | 224 | 31.873 | 68.127 | 50.624 | 49.376 | 39.13 | 0.900 | bicubic | -50.727 | -45.396 | -138 |
750 | levit_384.fb_dist_in1k | 224 | 31.869 | 68.131 | 50.626 | 49.374 | 39.13 | 0.900 | bicubic | -50.729 | -45.390 | -138 |
751 | ecaresnet50t.ra2_in1k | 256 | 31.867 | 68.133 | 51.777 | 48.223 | 25.57 | 0.875 | bicubic | -49.579 | -43.901 | +28 |
752 | resnetrs101.tf_in1k | 288 | 31.865 | 68.135 | 51.011 | 48.989 | 63.62 | 0.940 | bicubic | -50.429 | -44.927 | -88 |
753 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 31.863 | 68.136 | 51.819 | 48.181 | 9.72 | 1.000 | bicubic | -49.016 | -43.943 | +107 |
754 | cs3se_edgenet_x.c2ns_in1k | 320 | 31.861 | 68.138 | 50.822 | 49.178 | 50.72 | 1.000 | bicubic | -51.682 | -45.842 | -286 |
755 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 31.854 | 68.146 | 51.545 | 48.455 | 13.42 | 0.950 | bicubic | -48.414 | -43.815 | +197 |
756 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 31.838 | 68.162 | 51.540 | 48.460 | 9.72 | 0.950 | bicubic | -47.254 | -43.248 | +331 |
757 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 31.828 | 68.172 | 51.583 | 48.417 | 9.72 | 1.000 | bicubic | -48.010 | -43.611 | +247 |
758 | vit_relpos_small_patch16_224.sw_in1k | 224 | 31.775 | 68.225 | 50.608 | 49.392 | 21.98 | 0.900 | bicubic | -49.701 | -45.216 | +14 |
759 | flexivit_small.600ep_in1k | 240 | 31.755 | 68.245 | 49.614 | 50.386 | 22.06 | 0.950 | bicubic | -50.637 | -46.426 | -116 |
760 | tf_efficientnetv2_b3.in1k | 240 | 31.724 | 68.276 | 51.109 | 48.891 | 14.36 | 0.904 | bicubic | -48.988 | -44.067 | +126 |
761 | convnextv2_pico.fcmae_ft_in1k | 224 | 31.722 | 68.278 | 51.156 | 48.844 | 9.07 | 0.875 | bicubic | -48.582 | -43.926 | +183 |
762 | poolformer_m48.sail_in1k | 224 | 31.669 | 68.331 | 49.842 | 50.158 | 73.47 | 0.950 | bicubic | -50.793 | -46.126 | -128 |
763 | tnt_s_patch16_224 | 224 | 31.663 | 68.337 | 51.170 | 48.830 | 23.76 | 0.900 | bicubic | -49.865 | -44.564 | -1 |
764 | convnext_tiny.fb_in22k_ft_in1k | 288 | 31.643 | 68.357 | 51.768 | 48.232 | 28.59 | 1.000 | bicubic | -47.307 | -42.940 | +335 |
765 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 31.640 | 68.361 | 51.312 | 48.688 | 25.55 | 0.875 | bicubic | -51.180 | -45.214 | -191 |
766 | efficientnet_b1.ra4_e3600_r240_in1k | 240 | 31.630 | 68.370 | 50.486 | 49.514 | 7.79 | 0.900 | bicubic | -48.774 | -44.662 | +165 |
767 | eca_nfnet_l0.ra2_in1k | 288 | 31.616 | 68.384 | 51.612 | 48.388 | 24.14 | 1.000 | bicubic | -50.980 | -44.878 | -155 |
768 | focalnet_tiny_srf.ms_in1k | 224 | 31.616 | 68.384 | 50.868 | 49.132 | 28.43 | 0.900 | bicubic | -50.528 | -45.102 | -79 |
769 | efficientnet_b1.ra4_e3600_r240_in1k | 288 | 31.614 | 68.386 | 50.622 | 49.378 | 7.79 | 1.000 | bicubic | -49.820 | -45.074 | +13 |
770 | resnet50.ram_in1k | 224 | 31.594 | 68.406 | 50.205 | 49.795 | 25.56 | 0.875 | bicubic | -47.438 | -44.181 | +325 |
771 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 224 | 31.573 | 68.427 | 50.893 | 49.107 | 8.46 | 0.900 | bicubic | -48.557 | -44.105 | +199 |
772 | xception41p.ra3_in1k | 299 | 31.563 | 68.437 | 50.368 | 49.632 | 26.91 | 0.940 | bicubic | -50.417 | -45.374 | -63 |
773 | mobilenet_edgetpu_v2_m | 224 | 31.557 | 68.443 | 50.907 | 49.093 | 8.46 | 0.900 | bicubic | -48.561 | -44.087 | +198 |
774 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 31.553 | 68.447 | 50.223 | 49.777 | 15.15 | 0.900 | bicubic | -50.509 | -45.647 | -77 |
775 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 31.539 | 68.461 | 51.834 | 48.166 | 18.45 | 0.888 | bicubic | -50.783 | -44.106 | -121 |
776 | wide_resnet50_2.racm_in1k | 288 | 31.521 | 68.478 | 50.378 | 49.622 | 68.88 | 0.950 | bicubic | -50.745 | -45.684 | -109 |
777 | nf_resnet50.ra2_in1k | 256 | 31.490 | 68.510 | 50.769 | 49.231 | 25.56 | 0.940 | bicubic | -48.734 | -44.335 | +185 |
778 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 31.484 | 68.516 | 51.717 | 48.283 | 6.00 | 0.965 | bicubic | -45.858 | -42.069 | +458 |
779 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 31.466 | 68.534 | 52.151 | 47.849 | 44.18 | 0.875 | bilinear | -49.470 | -43.581 | +71 |
780 | regnety_064.ra3_in1k | 288 | 31.466 | 68.534 | 50.488 | 49.512 | 30.58 | 1.000 | bicubic | -52.246 | -46.240 | -343 |
781 | poolformer_m36.sail_in1k | 224 | 31.463 | 68.537 | 50.025 | 49.975 | 56.17 | 0.950 | bicubic | -50.641 | -45.673 | -90 |
782 | flexivit_small.300ep_in1k | 240 | 31.453 | 68.547 | 49.221 | 50.779 | 22.06 | 0.950 | bicubic | -50.717 | -46.805 | -99 |
783 | repvit_m1_0.dist_450e_in1k | 224 | 31.443 | 68.557 | 50.677 | 49.323 | 7.30 | 0.950 | bicubic | -49.003 | -44.629 | +142 |
784 | resnet152.a1_in1k | 288 | 31.433 | 68.567 | 48.663 | 51.337 | 60.19 | 1.000 | bicubic | -51.311 | -47.057 | -201 |
785 | rexnet_150.nav_in1k | 224 | 31.423 | 68.577 | 51.276 | 48.724 | 9.73 | 0.875 | bicubic | -48.887 | -43.892 | +157 |
786 | resnet50.b1k_in1k | 224 | 31.410 | 68.591 | 50.648 | 49.352 | 25.56 | 0.950 | bicubic | -48.154 | -43.974 | +246 |
787 | inception_v4.tf_in1k | 299 | 31.388 | 68.612 | 49.248 | 50.752 | 42.68 | 0.875 | bicubic | -48.756 | -45.734 | +182 |
788 | resnet101.tv2_in1k | 224 | 31.366 | 68.634 | 49.578 | 50.422 | 44.55 | 0.965 | bilinear | -50.540 | -46.190 | -66 |
789 | efficientformer_l1.snap_dist_in1k | 224 | 31.358 | 68.642 | 50.514 | 49.486 | 12.29 | 0.950 | bicubic | -49.144 | -44.478 | +123 |
790 | repvit_m2.dist_in1k | 224 | 31.335 | 68.665 | 50.675 | 49.325 | 8.80 | 0.950 | bicubic | -49.133 | -44.497 | +128 |
791 | pit_s_224.in1k | 224 | 31.325 | 68.675 | 49.677 | 50.323 | 23.46 | 0.900 | bicubic | -49.801 | -45.651 | +37 |
792 | regnety_032.tv2_in1k | 224 | 31.313 | 68.687 | 50.133 | 49.867 | 19.44 | 0.965 | bicubic | -50.485 | -45.713 | -57 |
793 | swinv2_tiny_window16_256.ms_in1k | 256 | 31.299 | 68.701 | 49.683 | 50.317 | 28.35 | 0.900 | bicubic | -51.529 | -46.539 | -223 |
794 | crossvit_15_240.in1k | 240 | 31.297 | 68.703 | 50.200 | 49.800 | 27.53 | 0.875 | bicubic | -50.221 | -45.496 | -31 |
795 | coatnet_0_rw_224.sw_in1k | 224 | 31.284 | 68.716 | 48.651 | 51.349 | 27.44 | 0.950 | bicubic | -51.110 | -47.193 | -154 |
796 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 31.282 | 68.718 | 50.264 | 49.736 | 21.97 | 0.900 | bicubic | -49.826 | -45.316 | +33 |
797 | crossvit_small_240.in1k | 240 | 31.282 | 68.718 | 50.197 | 49.803 | 26.86 | 0.875 | bicubic | -49.758 | -45.271 | +44 |
798 | cait_xxs36_224.fb_dist_in1k | 224 | 31.280 | 68.720 | 50.636 | 49.364 | 17.30 | 1.000 | bicubic | -48.458 | -44.226 | +217 |
799 | repvit_m1_0.dist_300e_in1k | 224 | 31.270 | 68.730 | 50.820 | 49.180 | 7.30 | 0.950 | bicubic | -48.882 | -44.478 | +169 |
800 | swinv2_cr_small_224.sw_in1k | 224 | 31.254 | 68.746 | 48.761 | 51.239 | 49.70 | 0.900 | bicubic | -51.872 | -47.349 | -271 |
801 | cspresnet50.ra_in1k | 256 | 31.248 | 68.752 | 51.243 | 48.757 | 21.62 | 0.887 | bilinear | -48.340 | -43.447 | +230 |
802 | convmixer_768_32.in1k | 224 | 31.235 | 68.765 | 50.936 | 49.064 | 21.11 | 0.960 | bicubic | -48.923 | -44.134 | +164 |
803 | regnetv_040.ra3_in1k | 288 | 31.227 | 68.773 | 50.105 | 49.895 | 20.64 | 1.000 | bicubic | -51.973 | -46.553 | -286 |
804 | cspresnext50.ra_in1k | 256 | 31.225 | 68.775 | 50.911 | 49.089 | 20.57 | 0.887 | bilinear | -49.327 | -44.419 | +100 |
805 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 256 | 31.221 | 68.779 | 50.345 | 49.655 | 8.46 | 0.950 | bicubic | -49.463 | -45.097 | +86 |
806 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 31.219 | 68.781 | 51.490 | 48.510 | 6.00 | 1.000 | bicubic | -46.815 | -42.758 | +376 |
807 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 31.219 | 68.781 | 51.099 | 48.901 | 15.25 | 0.950 | bicubic | -48.859 | -43.887 | +169 |
808 | mobilenet_edgetpu_v2_m | 256 | 31.219 | 68.781 | 50.364 | 49.636 | 8.46 | 0.950 | bicubic | -49.463 | -45.080 | +83 |
809 | swin_s3_tiny_224.ms_in1k | 224 | 31.219 | 68.781 | 49.714 | 50.286 | 28.33 | 0.900 | bicubic | -50.909 | -46.244 | -119 |
810 | coat_mini.in1k | 224 | 31.209 | 68.791 | 49.777 | 50.223 | 10.34 | 0.900 | bicubic | -50.095 | -45.611 | -10 |
811 | resnet50d.ra4_e3600_r224_in1k | 224 | 31.205 | 68.795 | 49.887 | 50.113 | 25.58 | 0.950 | bicubic | -49.751 | -45.493 | +37 |
812 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 31.201 | 68.799 | 50.508 | 49.492 | 6.71 | 1.000 | bicubic | -51.191 | -45.706 | -170 |
813 | resnet152.tv2_in1k | 176 | 31.172 | 68.828 | 48.737 | 51.263 | 60.19 | 0.875 | bilinear | -49.040 | -45.917 | +150 |
814 | fastvit_sa12.apple_dist_in1k | 256 | 31.168 | 68.832 | 49.991 | 50.009 | 11.58 | 0.900 | bicubic | -50.674 | -45.733 | -82 |
815 | resnet101.a1_in1k | 224 | 31.162 | 68.838 | 48.026 | 51.974 | 44.55 | 0.950 | bicubic | -50.332 | -47.138 | -46 |
816 | ecaresnetlight.miil_in1k | 224 | 31.152 | 68.848 | 50.262 | 49.738 | 30.16 | 0.875 | bicubic | -49.304 | -44.986 | +106 |
817 | resnet101s.gluon_in1k | 224 | 31.150 | 68.850 | 49.826 | 50.174 | 44.67 | 0.875 | bicubic | -49.136 | -45.324 | +131 |
818 | convnext_nano.d1h_in1k | 224 | 31.140 | 68.860 | 50.072 | 49.928 | 15.59 | 0.950 | bicubic | -49.622 | -45.260 | +60 |
819 | repvit_m0_9.dist_300e_in1k | 224 | 31.131 | 68.870 | 50.769 | 49.231 | 5.49 | 0.950 | bicubic | -47.523 | -43.345 | +311 |
820 | edgenext_small.usi_in1k | 320 | 31.125 | 68.875 | 50.146 | 49.854 | 5.59 | 1.000 | bicubic | -50.447 | -45.566 | -64 |
821 | resnet152.a3_in1k | 160 | 31.109 | 68.891 | 49.258 | 50.742 | 60.19 | 0.950 | bicubic | -47.787 | -44.866 | +284 |
822 | coatnet_nano_rw_224.sw_in1k | 224 | 31.103 | 68.897 | 49.575 | 50.425 | 15.14 | 0.900 | bicubic | -50.601 | -46.075 | -78 |
823 | resmlp_36_224.fb_distilled_in1k | 224 | 31.099 | 68.901 | 49.693 | 50.307 | 44.69 | 0.875 | bicubic | -50.051 | -45.815 | -2 |
824 | tf_efficientnet_cc_b0_8e.in1k | 224 | 31.091 | 68.909 | 50.795 | 49.205 | 24.01 | 0.875 | bicubic | -46.833 | -42.855 | +371 |
825 | ecaresnet50d.miil_in1k | 224 | 31.083 | 68.917 | 50.860 | 49.140 | 25.58 | 0.875 | bicubic | -49.535 | -44.452 | +74 |
826 | convnext_nano_ols.d1h_in1k | 224 | 31.068 | 68.932 | 49.828 | 50.172 | 15.65 | 0.950 | bicubic | -49.838 | -45.426 | +29 |
827 | ecaresnet50t.ra2_in1k | 320 | 31.048 | 68.952 | 50.590 | 49.410 | 25.57 | 0.950 | bicubic | -51.322 | -45.530 | -180 |
828 | resnet50d.ra2_in1k | 224 | 31.038 | 68.962 | 49.844 | 50.156 | 25.58 | 0.875 | bicubic | -49.510 | -45.314 | +78 |
829 | cs3sedarknet_x.c2ns_in1k | 288 | 31.030 | 68.970 | 50.154 | 49.846 | 35.40 | 1.000 | bicubic | -51.620 | -46.194 | -234 |
830 | gcresnet50t.ra2_in1k | 256 | 31.020 | 68.980 | 50.129 | 49.871 | 25.90 | 0.900 | bicubic | -49.930 | -45.335 | +20 |
831 | resnet152.a2_in1k | 224 | 31.013 | 68.987 | 47.798 | 52.202 | 60.19 | 0.950 | bicubic | -50.751 | -48.200 | -89 |
832 | cspdarknet53.ra_in1k | 256 | 31.011 | 68.989 | 50.392 | 49.608 | 27.64 | 0.887 | bilinear | -49.095 | -44.676 | +139 |
833 | resnext101_64x4d.gluon_in1k | 224 | 31.011 | 68.989 | 48.533 | 51.467 | 83.46 | 0.875 | bicubic | -49.629 | -46.467 | +66 |
834 | regnety_160.tv2_in1k | 224 | 31.003 | 68.997 | 49.091 | 50.909 | 83.59 | 0.965 | bicubic | -51.643 | -47.139 | -238 |
835 | resnet152c.gluon_in1k | 224 | 30.995 | 69.005 | 48.950 | 51.050 | 60.21 | 0.875 | bicubic | -48.911 | -45.654 | +154 |
836 | tresnet_m.miil_in1k | 224 | 30.995 | 69.005 | 48.684 | 51.316 | 31.39 | 0.875 | bilinear | -49.821 | -46.178 | +35 |
837 | twins_svt_small.in1k | 224 | 30.959 | 69.040 | 49.201 | 50.799 | 24.06 | 0.900 | bicubic | -50.732 | -46.467 | -92 |
838 | gcresnet50t.ra2_in1k | 288 | 30.958 | 69.042 | 50.076 | 49.924 | 25.90 | 1.000 | bicubic | -50.500 | -45.646 | -60 |
839 | cs3sedarknet_x.c2ns_in1k | 256 | 30.924 | 69.076 | 50.017 | 49.983 | 35.40 | 0.887 | bicubic | -51.002 | -46.005 | -118 |
840 | resnext50_32x4d.a1h_in1k | 224 | 30.916 | 69.084 | 49.242 | 50.758 | 25.03 | 0.950 | bicubic | -50.224 | -46.077 | -15 |
841 | ecaresnet101d_pruned.miil_in1k | 224 | 30.912 | 69.088 | 50.009 | 49.991 | 24.88 | 0.875 | bicubic | -49.902 | -45.611 | +30 |
842 | regnety_080_tv.tv2_in1k | 224 | 30.907 | 69.094 | 48.700 | 51.300 | 39.38 | 0.965 | bicubic | -51.685 | -47.544 | -228 |
843 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 30.899 | 69.101 | 51.056 | 48.944 | 6.00 | 1.000 | bicubic | -47.699 | -43.324 | +288 |
844 | tf_efficientnet_cc_b1_8e.in1k | 240 | 30.897 | 69.103 | 50.080 | 49.920 | 39.72 | 0.882 | bicubic | -48.425 | -44.300 | +217 |
845 | tf_efficientnetv2_b3.in1k | 300 | 30.895 | 69.105 | 49.803 | 50.197 | 14.36 | 0.904 | bicubic | -51.065 | -45.971 | -131 |
846 | resmlp_24_224.fb_distilled_in1k | 224 | 30.891 | 69.109 | 50.144 | 49.856 | 30.02 | 0.875 | bicubic | -49.875 | -45.076 | +31 |
847 | resnetaa50.a1h_in1k | 224 | 30.885 | 69.115 | 49.514 | 50.486 | 25.56 | 0.950 | bicubic | -49.729 | -45.698 | +53 |
848 | resnet50.b2k_in1k | 224 | 30.883 | 69.117 | 49.402 | 50.598 | 25.56 | 0.950 | bicubic | -48.497 | -45.174 | +203 |
849 | repvit_m0_9.dist_450e_in1k | 224 | 30.879 | 69.121 | 50.144 | 49.856 | 5.49 | 0.950 | bicubic | -48.179 | -44.244 | +242 |
850 | resnext101_32x4d.gluon_in1k | 224 | 30.869 | 69.131 | 48.553 | 51.447 | 44.18 | 0.875 | bicubic | -49.467 | -46.355 | +90 |
851 | tf_efficientnet_lite4.in1k | 380 | 30.838 | 69.162 | 50.398 | 49.602 | 13.01 | 0.920 | bilinear | -50.708 | -45.268 | -91 |
852 | resnet50.c1_in1k | 224 | 30.832 | 69.168 | 49.465 | 50.535 | 25.56 | 0.950 | bicubic | -48.934 | -45.493 | +159 |
853 | cs3darknet_x.c2ns_in1k | 256 | 30.816 | 69.184 | 49.700 | 50.300 | 35.05 | 0.950 | bicubic | -51.040 | -46.040 | -126 |
854 | resnetaa50d.sw_in12k_ft_in1k | 288 | 30.812 | 69.188 | 50.581 | 49.419 | 25.58 | 1.000 | bicubic | -51.832 | -45.909 | -257 |
855 | efficientvit_b1.r288_in1k | 288 | 30.785 | 69.215 | 49.969 | 50.031 | 9.10 | 1.000 | bicubic | -49.525 | -45.007 | +88 |
856 | dpn68b.ra_in1k | 224 | 30.759 | 69.241 | 49.498 | 50.502 | 12.61 | 0.950 | bicubic | -47.785 | -44.480 | +280 |
857 | resnetv2_50d_evos.ah_in1k | 224 | 30.757 | 69.243 | 48.812 | 51.188 | 25.59 | 0.950 | bicubic | -50.071 | -46.458 | +11 |
858 | wide_resnet50_2.tv2_in1k | 176 | 30.726 | 69.274 | 48.889 | 51.111 | 68.88 | 0.875 | bilinear | -49.710 | -46.193 | +70 |
859 | nf_resnet50.ra2_in1k | 288 | 30.718 | 69.282 | 49.954 | 50.046 | 25.56 | 0.940 | bicubic | -49.938 | -45.386 | +36 |
860 | xcit_tiny_24_p16_224.fb_in1k | 224 | 30.716 | 69.284 | 50.390 | 49.610 | 12.12 | 1.000 | bicubic | -48.742 | -44.492 | +182 |
861 | poolformer_s36.sail_in1k | 224 | 30.706 | 69.294 | 49.453 | 50.547 | 30.86 | 0.900 | bicubic | -50.726 | -45.991 | -78 |
862 | ese_vovnet39b.ra_in1k | 224 | 30.690 | 69.310 | 49.883 | 50.117 | 24.57 | 0.875 | bicubic | -48.626 | -44.831 | +200 |
863 | hgnet_small.paddle_in1k | 288 | 30.667 | 69.333 | 49.966 | 50.034 | 24.36 | 1.000 | bicubic | -51.547 | -46.258 | -188 |
864 | dpn107.mx_in1k | 224 | 30.645 | 69.355 | 48.745 | 51.255 | 86.92 | 0.875 | bicubic | -49.523 | -46.191 | +100 |
865 | resnet152.gluon_in1k | 224 | 30.639 | 69.361 | 48.525 | 51.475 | 60.19 | 0.875 | bicubic | -49.073 | -46.195 | +154 |
866 | tresnet_xl.miil_in1k_448 | 448 | 30.633 | 69.367 | 49.117 | 50.883 | 78.44 | 0.875 | bilinear | -52.433 | -47.063 | -325 |
867 | resnet50.a1h_in1k | 224 | 30.623 | 69.376 | 49.425 | 50.575 | 25.56 | 1.000 | bicubic | -50.029 | -45.887 | +29 |
868 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 30.616 | 69.384 | 50.691 | 49.309 | 25.03 | 0.875 | bilinear | -49.700 | -44.695 | +73 |
869 | haloregnetz_b.ra3_in1k | 224 | 30.596 | 69.404 | 48.981 | 51.019 | 11.68 | 0.940 | bicubic | -50.456 | -46.219 | -31 |
870 | pit_xs_distilled_224.in1k | 224 | 30.559 | 69.441 | 50.176 | 49.824 | 11.00 | 0.900 | bicubic | -48.609 | -44.192 | +211 |
871 | regnetx_080.tv2_in1k | 224 | 30.557 | 69.443 | 48.093 | 51.907 | 39.57 | 0.965 | bicubic | -51.003 | -47.449 | -113 |
872 | hgnet_tiny.paddle_in1k | 224 | 30.553 | 69.447 | 50.109 | 49.891 | 14.74 | 0.965 | bicubic | -49.335 | -44.939 | +123 |
873 | regnetz_b16.ra3_in1k | 224 | 30.547 | 69.453 | 49.300 | 50.700 | 9.72 | 0.940 | bicubic | -49.327 | -45.678 | +124 |
874 | resnet50.a1h_in1k | 176 | 30.537 | 69.463 | 49.309 | 50.691 | 25.56 | 0.900 | bicubic | -48.723 | -45.189 | +196 |
875 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 30.515 | 69.485 | 50.557 | 49.443 | 18.45 | 1.000 | bicubic | -52.895 | -46.015 | -383 |
876 | resnet101d.gluon_in1k | 224 | 30.515 | 69.485 | 47.977 | 52.023 | 44.57 | 0.875 | bicubic | -49.951 | -47.057 | +44 |
877 | resnest26d.gluon_in1k | 224 | 30.494 | 69.506 | 50.642 | 49.358 | 17.07 | 0.875 | bilinear | -47.982 | -43.658 | +270 |
878 | efficientnet_b2.ra_in1k | 288 | 30.492 | 69.508 | 49.696 | 50.304 | 9.11 | 1.000 | bicubic | -50.118 | -45.622 | +23 |
879 | resnet50.ram_in1k | 288 | 30.447 | 69.553 | 49.019 | 50.981 | 25.56 | 0.950 | bicubic | -49.527 | -46.022 | +104 |
880 | cs3darknet_x.c2ns_in1k | 288 | 30.435 | 69.565 | 49.180 | 50.820 | 35.05 | 1.000 | bicubic | -51.801 | -47.052 | -210 |
881 | tf_efficientnet_b1.ap_in1k | 240 | 30.433 | 69.567 | 49.604 | 50.396 | 7.79 | 0.882 | bicubic | -48.855 | -44.712 | +185 |
882 | resnetv2_50.a1h_in1k | 224 | 30.429 | 69.571 | 48.918 | 51.082 | 25.55 | 0.950 | bicubic | -49.977 | -46.166 | +48 |
883 | twins_pcpvt_small.in1k | 224 | 30.394 | 69.606 | 49.376 | 50.624 | 24.11 | 0.900 | bicubic | -50.728 | -46.240 | -54 |
884 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 30.390 | 69.610 | 50.109 | 49.891 | 6.72 | 1.000 | bicubic | -50.562 | -45.323 | -35 |
885 | resnet50d.ra2_in1k | 288 | 30.390 | 69.610 | 48.767 | 51.233 | 25.58 | 0.950 | bicubic | -50.960 | -46.975 | -89 |
886 | resnet50.d_in1k | 224 | 30.378 | 69.622 | 48.162 | 51.838 | 25.56 | 0.950 | bicubic | -49.526 | -46.986 | +107 |
887 | ecaresnetlight.miil_in1k | 288 | 30.368 | 69.632 | 49.166 | 50.834 | 30.16 | 0.950 | bicubic | -51.048 | -46.628 | -101 |
888 | ecaresnet101d_pruned.miil_in1k | 288 | 30.364 | 69.636 | 48.812 | 51.188 | 24.88 | 0.950 | bicubic | -51.642 | -47.352 | -185 |
889 | tf_efficientnet_b5.in1k | 456 | 30.340 | 69.659 | 49.779 | 50.221 | 30.39 | 0.934 | bicubic | -52.825 | -46.751 | -366 |
890 | visformer_small.in1k | 224 | 30.329 | 69.671 | 48.315 | 51.685 | 40.22 | 0.900 | bicubic | -51.767 | -47.561 | -198 |
891 | tf_efficientnetv2_b2.in1k | 208 | 30.313 | 69.687 | 49.044 | 50.956 | 10.10 | 0.890 | bicubic | -48.893 | -45.558 | +187 |
892 | resnet101.a1_in1k | 288 | 30.311 | 69.689 | 46.554 | 53.446 | 44.55 | 1.000 | bicubic | -52.011 | -49.074 | -237 |
893 | regnety_040.ra3_in1k | 288 | 30.305 | 69.695 | 48.885 | 51.115 | 20.65 | 1.000 | bicubic | -52.753 | -47.613 | -351 |
894 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 30.274 | 69.726 | 49.295 | 50.705 | 14.25 | 0.888 | bicubic | -51.670 | -46.498 | -177 |
895 | efficientformerv2_s1.snap_dist_in1k | 224 | 30.262 | 69.738 | 49.209 | 50.791 | 6.19 | 0.950 | bicubic | -49.422 | -45.481 | +126 |
896 | resnet50.c2_in1k | 224 | 30.252 | 69.748 | 48.474 | 51.526 | 25.56 | 0.950 | bicubic | -49.616 | -46.392 | +102 |
897 | regnetx_160.tv2_in1k | 224 | 30.252 | 69.748 | 47.047 | 52.953 | 54.28 | 0.965 | bicubic | -52.324 | -49.008 | -278 |
898 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 30.221 | 69.779 | 48.712 | 51.288 | 119.42 | 0.900 | bicubic | -49.275 | -45.402 | +142 |
899 | resnet50.b1k_in1k | 288 | 30.207 | 69.793 | 49.195 | 50.805 | 25.56 | 1.000 | bicubic | -50.499 | -46.237 | -11 |
900 | cs3sedarknet_l.c2ns_in1k | 256 | 30.191 | 69.809 | 49.529 | 50.471 | 21.91 | 0.887 | bicubic | -51.029 | -46.277 | -87 |
901 | fastvit_s12.apple_dist_in1k | 256 | 30.187 | 69.813 | 48.948 | 51.052 | 9.47 | 0.900 | bicubic | -50.887 | -46.330 | -66 |
902 | seresnext50_32x4d.racm_in1k | 288 | 30.170 | 69.830 | 49.093 | 50.907 | 27.56 | 0.950 | bicubic | -52.016 | -47.055 | -222 |
903 | resnet50.b2k_in1k | 288 | 30.160 | 69.840 | 48.285 | 51.715 | 25.56 | 1.000 | bicubic | -50.310 | -47.023 | +14 |
904 | wide_resnet50_2.tv2_in1k | 224 | 30.150 | 69.850 | 48.358 | 51.642 | 68.88 | 0.965 | bilinear | -51.448 | -47.406 | -150 |
905 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 30.136 | 69.864 | 49.024 | 50.976 | 5.29 | 1.000 | bicubic | -49.234 | -45.728 | +149 |
906 | regnety_016.tv2_in1k | 224 | 30.124 | 69.876 | 49.268 | 50.732 | 11.20 | 0.965 | bicubic | -50.572 | -46.072 | -16 |
907 | resnet50d.ra4_e3600_r224_in1k | 288 | 30.124 | 69.876 | 48.616 | 51.384 | 25.58 | 1.000 | bicubic | -51.706 | -47.304 | -174 |
908 | resnet101.tv2_in1k | 176 | 30.097 | 69.903 | 48.091 | 51.909 | 44.55 | 0.875 | bilinear | -49.809 | -46.759 | +83 |
909 | nf_regnet_b1.ra2_in1k | 256 | 30.087 | 69.913 | 50.172 | 49.828 | 10.22 | 0.900 | bicubic | -48.635 | -44.214 | +212 |
910 | seresnet50.ra2_in1k | 224 | 30.085 | 69.915 | 49.319 | 50.681 | 28.09 | 0.875 | bicubic | -50.175 | -45.749 | +45 |
911 | convmixer_1024_20_ks9_p14.in1k | 224 | 30.067 | 69.933 | 49.914 | 50.086 | 24.38 | 0.960 | bicubic | -46.877 | -43.450 | +353 |
912 | dpn68b.ra_in1k | 288 | 30.067 | 69.933 | 48.183 | 51.817 | 12.61 | 1.000 | bicubic | -49.277 | -46.243 | +145 |
913 | halo2botnet50ts_256.a1h_in1k | 256 | 30.044 | 69.956 | 48.494 | 51.506 | 22.64 | 0.950 | bicubic | -52.040 | -47.164 | -219 |
914 | efficientnet_el.ra_in1k | 300 | 30.042 | 69.958 | 48.836 | 51.164 | 10.59 | 0.904 | bicubic | -51.264 | -46.704 | -115 |
915 | legacy_senet154.in1k | 224 | 30.034 | 69.966 | 48.016 | 51.984 | 115.09 | 0.875 | bilinear | -51.292 | -47.480 | -117 |
916 | tf_efficientnet_b2.aa_in1k | 260 | 30.014 | 69.986 | 49.614 | 50.386 | 9.11 | 0.890 | bicubic | -50.068 | -45.298 | +59 |
917 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 30.010 | 69.990 | 49.671 | 50.329 | 6.72 | 1.000 | bicubic | -48.568 | -44.539 | +216 |
918 | fbnetv3_d.ra2_in1k | 224 | 29.995 | 70.005 | 49.942 | 50.058 | 10.31 | 0.950 | bilinear | -48.661 | -44.512 | +210 |
919 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 29.981 | 70.019 | 49.272 | 50.728 | 10.59 | 0.888 | bicubic | -51.489 | -46.400 | -143 |
920 | dpn98.mx_in1k | 224 | 29.973 | 70.027 | 48.172 | 51.828 | 61.57 | 0.875 | bicubic | -49.683 | -46.470 | +105 |
921 | resnext50_32x4d.a1h_in1k | 288 | 29.969 | 70.031 | 48.232 | 51.768 | 25.03 | 1.000 | bicubic | -52.043 | -47.700 | -219 |
922 | resnet101.a2_in1k | 224 | 29.969 | 70.031 | 47.000 | 53.000 | 44.55 | 0.950 | bicubic | -51.375 | -48.198 | -125 |
923 | resnetv2_50d_gn.ah_in1k | 288 | 29.950 | 70.050 | 48.227 | 51.773 | 25.57 | 1.000 | bicubic | -52.013 | -47.710 | -210 |
924 | dpn131.mx_in1k | 224 | 29.942 | 70.058 | 48.050 | 51.950 | 79.25 | 0.875 | bicubic | -49.892 | -46.658 | +81 |
925 | dpn92.mx_in1k | 224 | 29.934 | 70.066 | 49.125 | 50.875 | 37.67 | 0.875 | bicubic | -50.094 | -45.753 | +54 |
926 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 29.908 | 70.092 | 51.113 | 48.887 | 44.54 | 1.000 | bilinear | -52.424 | -45.413 | -273 |
927 | tf_efficientnet_b4.in1k | 380 | 29.885 | 70.115 | 49.048 | 50.952 | 19.34 | 0.922 | bicubic | -52.723 | -46.976 | -319 |
928 | senet154.gluon_in1k | 224 | 29.883 | 70.117 | 47.885 | 52.115 | 115.09 | 0.875 | bicubic | -51.375 | -47.473 | -120 |
929 | legacy_xception.tf_in1k | 299 | 29.869 | 70.131 | 48.728 | 51.272 | 22.86 | 0.897 | bicubic | -49.181 | -45.658 | +163 |
930 | resnet50.tv2_in1k | 224 | 29.869 | 70.131 | 48.046 | 51.954 | 25.56 | 0.965 | bilinear | -50.975 | -47.374 | -63 |
931 | convnextv2_pico.fcmae_ft_in1k | 288 | 29.867 | 70.133 | 48.794 | 51.206 | 9.07 | 0.950 | bicubic | -51.189 | -46.684 | -94 |
932 | cs3sedarknet_l.c2ns_in1k | 288 | 29.832 | 70.168 | 49.099 | 50.901 | 21.91 | 0.950 | bicubic | -51.934 | -46.867 | -192 |
933 | inception_v3.tf_adv_in1k | 299 | 29.820 | 70.180 | 47.859 | 52.141 | 23.83 | 0.875 | bicubic | -47.776 | -45.867 | +285 |
934 | resnet152.a2_in1k | 288 | 29.814 | 70.186 | 45.947 | 54.053 | 60.19 | 1.000 | bicubic | -52.806 | -49.797 | -330 |
935 | efficientvit_b1.r224_in1k | 224 | 29.806 | 70.194 | 48.246 | 51.754 | 9.10 | 0.950 | bicubic | -49.434 | -46.048 | +139 |
936 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 29.804 | 70.196 | 48.914 | 51.086 | 5.29 | 0.900 | bicubic | -48.768 | -45.424 | +198 |
937 | vit_base_patch16_384.augreg_in1k | 384 | 29.800 | 70.200 | 48.356 | 51.644 | 86.86 | 1.000 | bicubic | -51.296 | -46.978 | -105 |
938 | resnetaa50.a1h_in1k | 288 | 29.796 | 70.204 | 47.991 | 52.009 | 25.56 | 1.000 | bicubic | -51.808 | -47.817 | -185 |
939 | ese_vovnet39b.ra_in1k | 288 | 29.749 | 70.251 | 49.054 | 50.946 | 24.57 | 0.950 | bicubic | -50.629 | -46.644 | -3 |
940 | resmlp_36_224.fb_in1k | 224 | 29.739 | 70.261 | 48.916 | 51.084 | 44.69 | 0.875 | bicubic | -50.033 | -45.972 | +70 |
941 | fbnetv3_d.ra2_in1k | 256 | 29.731 | 70.269 | 49.476 | 50.524 | 10.31 | 0.950 | bilinear | -49.933 | -45.480 | +83 |
942 | edgenext_small_rw.sw_in1k | 256 | 29.727 | 70.273 | 49.193 | 50.807 | 7.83 | 0.900 | bicubic | -49.863 | -45.325 | +88 |
943 | ecaresnet50t.a1_in1k | 224 | 29.724 | 70.276 | 47.527 | 52.473 | 25.57 | 0.950 | bicubic | -51.561 | -47.623 | -139 |
944 | lamhalobotnet50ts_256.a1h_in1k | 256 | 29.722 | 70.278 | 48.384 | 51.616 | 22.57 | 0.950 | bicubic | -51.826 | -47.110 | -185 |
945 | resnet101.a3_in1k | 160 | 29.714 | 70.286 | 47.669 | 52.331 | 44.55 | 0.950 | bicubic | -48.214 | -46.018 | +249 |
946 | convnext_nano.d1h_in1k | 288 | 29.702 | 70.298 | 47.926 | 52.074 | 15.59 | 1.000 | bicubic | -51.772 | -47.786 | -171 |
947 | resnet50.ra_in1k | 224 | 29.698 | 70.302 | 48.537 | 51.463 | 25.56 | 0.875 | bicubic | -49.116 | -45.783 | +165 |
948 | efficientvit_b1.r256_in1k | 256 | 29.690 | 70.310 | 48.244 | 51.756 | 9.10 | 1.000 | bicubic | -50.054 | -46.534 | +66 |
949 | fastvit_sa12.apple_in1k | 256 | 29.678 | 70.322 | 48.572 | 51.428 | 11.58 | 0.900 | bicubic | -51.162 | -46.772 | -82 |
950 | resnet50.tv2_in1k | 176 | 29.674 | 70.326 | 48.091 | 51.909 | 25.56 | 0.875 | bilinear | -49.758 | -46.541 | +98 |
951 | resnet50.c1_in1k | 288 | 29.671 | 70.329 | 48.474 | 51.526 | 25.56 | 1.000 | bicubic | -51.257 | -47.080 | -99 |
952 | vit_base_patch32_384.augreg_in1k | 384 | 29.661 | 70.339 | 49.005 | 50.995 | 88.30 | 1.000 | bicubic | -49.093 | -45.231 | +166 |
953 | fastvit_t12.apple_dist_in1k | 256 | 29.645 | 70.355 | 48.517 | 51.483 | 7.55 | 0.900 | bicubic | -50.719 | -46.525 | -15 |
954 | efficientnet_b2.ra_in1k | 256 | 29.643 | 70.357 | 48.881 | 51.119 | 9.11 | 0.875 | bicubic | -49.697 | -45.695 | +104 |
955 | resnet50.a1_in1k | 224 | 29.641 | 70.359 | 46.737 | 53.263 | 25.56 | 0.950 | bicubic | -50.741 | -47.861 | -21 |
956 | resnetblur50.bt_in1k | 224 | 29.623 | 70.377 | 48.258 | 51.742 | 25.56 | 0.875 | bicubic | -49.683 | -46.280 | +108 |
957 | ecaresnet50d.miil_in1k | 288 | 29.572 | 70.428 | 48.987 | 51.013 | 25.58 | 0.950 | bicubic | -52.068 | -46.899 | -208 |
958 | resnet50_gn.a1h_in1k | 224 | 29.566 | 70.434 | 48.319 | 51.681 | 25.56 | 0.940 | bicubic | -50.500 | -46.635 | +20 |
959 | nest_tiny_jx.goog_in1k | 224 | 29.564 | 70.436 | 46.990 | 53.010 | 17.06 | 0.875 | bicubic | -51.864 | -48.636 | -175 |
960 | cs3darknet_l.c2ns_in1k | 256 | 29.537 | 70.463 | 48.380 | 51.620 | 21.16 | 0.887 | bicubic | -50.817 | -46.924 | -21 |
961 | resnet152.a3_in1k | 224 | 29.523 | 70.477 | 47.032 | 52.968 | 60.19 | 0.950 | bicubic | -51.025 | -47.972 | -54 |
962 | gcresnext50ts.ch_in1k | 288 | 29.517 | 70.483 | 47.849 | 52.151 | 15.67 | 1.000 | bicubic | -51.717 | -47.687 | -150 |
963 | efficientnet_em.ra2_in1k | 240 | 29.496 | 70.504 | 48.940 | 51.060 | 6.90 | 0.882 | bicubic | -49.768 | -45.856 | +106 |
964 | resnext50_32x4d.tv2_in1k | 224 | 29.488 | 70.512 | 47.222 | 52.778 | 25.03 | 0.965 | bilinear | -51.688 | -48.126 | -146 |
965 | cs3darknet_l.c2ns_in1k | 288 | 29.482 | 70.518 | 48.240 | 51.760 | 21.16 | 0.950 | bicubic | -51.406 | -47.422 | -109 |
966 | gcresnext50ts.ch_in1k | 256 | 29.458 | 70.542 | 47.947 | 52.053 | 15.67 | 0.900 | bicubic | -51.150 | -47.233 | -64 |
967 | resnetv2_50.a1h_in1k | 288 | 29.448 | 70.552 | 47.494 | 52.506 | 25.55 | 1.000 | bicubic | -51.960 | -48.218 | -178 |
968 | resnext101_32x8d.tv_in1k | 224 | 29.442 | 70.558 | 48.488 | 51.512 | 88.79 | 0.875 | bilinear | -49.871 | -46.036 | +95 |
969 | mobileone_s4.apple_in1k | 224 | 29.439 | 70.561 | 47.997 | 52.003 | 14.95 | 0.900 | bilinear | -50.011 | -46.493 | +76 |
970 | deit_small_patch16_224.fb_in1k | 224 | 29.429 | 70.571 | 48.256 | 51.744 | 22.05 | 0.900 | bicubic | -50.433 | -46.800 | +29 |
971 | sebotnet33ts_256.a1h_in1k | 256 | 29.429 | 70.571 | 47.161 | 52.839 | 13.70 | 0.940 | bicubic | -51.723 | -47.998 | -151 |
972 | nf_regnet_b1.ra2_in1k | 288 | 29.423 | 70.577 | 49.421 | 50.579 | 10.22 | 0.900 | bicubic | -49.945 | -45.305 | +83 |
973 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 29.419 | 70.581 | 49.783 | 50.217 | 25.56 | 0.875 | bilinear | -49.833 | -44.507 | +99 |
974 | coat_lite_mini.in1k | 224 | 29.403 | 70.597 | 47.672 | 52.328 | 11.01 | 0.900 | bicubic | -49.693 | -46.920 | +112 |
975 | cait_xxs24_384.fb_dist_in1k | 384 | 29.393 | 70.607 | 48.739 | 51.261 | 12.03 | 1.000 | bicubic | -51.569 | -46.903 | -129 |
976 | resnetv2_50d_evos.ah_in1k | 288 | 29.390 | 70.611 | 47.272 | 52.728 | 25.59 | 1.000 | bicubic | -52.611 | -48.626 | -272 |
977 | repvit_m1.dist_in1k | 224 | 29.384 | 70.616 | 48.525 | 51.475 | 5.49 | 0.950 | bicubic | -49.158 | -45.557 | +160 |
978 | resnext50_32x4d.a1_in1k | 224 | 29.370 | 70.630 | 46.238 | 53.762 | 25.03 | 0.950 | bicubic | -51.156 | -48.220 | -68 |
979 | edgenext_small_rw.sw_in1k | 320 | 29.368 | 70.632 | 48.728 | 51.272 | 7.83 | 1.000 | bicubic | -51.084 | -46.478 | -56 |
980 | resnext50_32x4d.ra_in1k | 224 | 29.360 | 70.640 | 47.395 | 52.605 | 25.03 | 0.875 | bicubic | -50.440 | -47.213 | +29 |
981 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 29.350 | 70.650 | 47.584 | 52.416 | 28.29 | 0.900 | bicubic | -52.038 | -48.174 | -190 |
982 | convnext_nano_ols.d1h_in1k | 288 | 29.342 | 70.658 | 47.507 | 52.493 | 15.65 | 1.000 | bicubic | -52.270 | -48.119 | -230 |
983 | resnet34d.ra2_in1k | 224 | 29.328 | 70.671 | 48.431 | 51.569 | 21.82 | 0.875 | bicubic | -47.776 | -44.945 | +269 |
984 | regnetz_b16.ra3_in1k | 288 | 29.327 | 70.673 | 47.896 | 52.104 | 9.72 | 1.000 | bicubic | -51.411 | -47.634 | -103 |
985 | cait_xxs24_224.fb_dist_in1k | 224 | 29.309 | 70.691 | 48.525 | 51.475 | 11.96 | 1.000 | bicubic | -49.083 | -45.809 | +171 |
986 | eca_resnet33ts.ra2_in1k | 288 | 29.276 | 70.725 | 48.910 | 51.090 | 19.68 | 1.000 | bicubic | -51.440 | -46.472 | -101 |
987 | resnet50.d_in1k | 288 | 29.270 | 70.730 | 47.220 | 52.780 | 25.56 | 1.000 | bicubic | -51.742 | -48.236 | -144 |
988 | pvt_v2_b1.in1k | 224 | 29.260 | 70.740 | 48.958 | 51.042 | 14.01 | 0.900 | bicubic | -49.442 | -45.535 | +137 |
989 | resnet34.a1_in1k | 224 | 29.258 | 70.742 | 47.106 | 52.894 | 21.80 | 0.950 | bicubic | -47.156 | -45.780 | +303 |
990 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 29.248 | 70.752 | 47.737 | 52.263 | 7.52 | 0.950 | bicubic | -51.302 | -47.449 | -85 |
991 | resnet50.c2_in1k | 288 | 29.244 | 70.756 | 47.152 | 52.848 | 25.56 | 1.000 | bicubic | -51.612 | -48.374 | -126 |
992 | ecaresnet50d_pruned.miil_in1k | 224 | 29.236 | 70.764 | 48.506 | 51.494 | 19.94 | 0.875 | bicubic | -50.486 | -46.366 | +25 |
993 | poolformer_s24.sail_in1k | 224 | 29.209 | 70.791 | 48.122 | 51.878 | 21.39 | 0.900 | bicubic | -51.091 | -46.938 | -48 |
994 | gcvit_xxtiny.in1k | 224 | 29.197 | 70.803 | 48.374 | 51.626 | 12.00 | 0.875 | bicubic | -50.553 | -46.686 | +18 |
995 | tresnet_l.miil_in1k_448 | 448 | 29.183 | 70.817 | 47.262 | 52.738 | 55.99 | 0.875 | bilinear | -53.095 | -48.726 | -329 |
996 | seresnet50.ra2_in1k | 288 | 29.150 | 70.850 | 47.725 | 52.275 | 28.09 | 0.950 | bicubic | -52.132 | -47.927 | -191 |
997 | inception_v3.gluon_in1k | 299 | 29.140 | 70.860 | 46.953 | 53.047 | 23.83 | 0.875 | bicubic | -49.664 | -47.421 | +116 |
998 | lambda_resnet50ts.a1h_in1k | 256 | 29.128 | 70.872 | 46.965 | 53.035 | 21.54 | 0.950 | bicubic | -52.058 | -48.131 | -181 |
999 | eca_resnet33ts.ra2_in1k | 256 | 29.099 | 70.901 | 48.824 | 51.176 | 19.68 | 0.900 | bicubic | -50.993 | -46.156 | -25 |
1000 | resnet50d.a1_in1k | 224 | 29.099 | 70.901 | 46.004 | 53.996 | 25.58 | 0.950 | bicubic | -51.631 | -48.674 | -117 |
1001 | resnet101.a2_in1k | 288 | 29.095 | 70.905 | 45.733 | 54.267 | 44.55 | 1.000 | bicubic | -53.129 | -50.005 | -328 |
1002 | cs3darknet_focus_l.c2ns_in1k | 256 | 29.077 | 70.923 | 47.672 | 52.328 | 21.15 | 0.887 | bicubic | -51.175 | -47.626 | -46 |
1003 | xception71.tf_in1k | 299 | 29.069 | 70.931 | 47.395 | 52.605 | 42.34 | 0.903 | bicubic | -50.839 | -47.445 | -15 |
1004 | convnext_pico_ols.d1_in1k | 224 | 29.046 | 70.954 | 47.961 | 52.039 | 9.06 | 0.950 | bicubic | -50.496 | -46.745 | +31 |
1005 | resnext50_32x4d.tv2_in1k | 176 | 29.030 | 70.970 | 46.784 | 53.216 | 25.03 | 0.875 | bilinear | -50.344 | -47.518 | +48 |
1006 | hrnet_w64.ms_in1k | 224 | 29.022 | 70.978 | 47.101 | 52.899 | 128.06 | 0.875 | bilinear | -50.436 | -47.547 | +37 |
1007 | resnet34d.ra2_in1k | 288 | 29.014 | 70.986 | 48.077 | 51.923 | 21.82 | 0.950 | bicubic | -49.426 | -46.271 | +144 |
1008 | cs3darknet_focus_l.c2ns_in1k | 288 | 28.979 | 71.021 | 47.619 | 52.381 | 21.15 | 0.950 | bicubic | -51.931 | -48.059 | -154 |
1009 | regnetx_032.tv2_in1k | 224 | 28.975 | 71.025 | 47.053 | 52.947 | 15.30 | 0.965 | bicubic | -51.951 | -48.215 | -156 |
1010 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 28.926 | 71.074 | 48.948 | 51.052 | 22.92 | 1.000 | bicubic | -51.556 | -46.658 | -95 |
1011 | xcit_tiny_12_p8_224.fb_in1k | 224 | 28.916 | 71.084 | 47.495 | 52.505 | 6.71 | 1.000 | bicubic | -50.796 | -47.559 | +7 |
1012 | tf_efficientnet_b0.ns_jft_in1k | 224 | 28.912 | 71.088 | 48.958 | 51.042 | 5.29 | 0.875 | bicubic | -49.772 | -45.413 | +114 |
1013 | resnet101.gluon_in1k | 224 | 28.900 | 71.100 | 46.419 | 53.581 | 44.55 | 0.875 | bicubic | -50.406 | -48.213 | +52 |
1014 | tf_efficientnet_b1.aa_in1k | 240 | 28.890 | 71.110 | 47.547 | 52.453 | 7.79 | 0.882 | bicubic | -49.950 | -46.653 | +96 |
1015 | xception65.tf_in1k | 299 | 28.886 | 71.114 | 47.140 | 52.860 | 39.92 | 0.903 | bicubic | -50.668 | -47.520 | +18 |
1016 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 28.853 | 71.147 | 47.924 | 52.076 | 10.59 | 1.000 | bicubic | -53.753 | -48.386 | -406 |
1017 | halonet50ts.a1h_in1k | 256 | 28.843 | 71.157 | 46.511 | 53.489 | 22.73 | 0.940 | bicubic | -52.807 | -49.103 | -270 |
1018 | skresnext50_32x4d.ra_in1k | 224 | 28.843 | 71.157 | 46.474 | 53.526 | 27.48 | 0.875 | bicubic | -51.323 | -48.170 | -53 |
1019 | sehalonet33ts.ra2_in1k | 256 | 28.782 | 71.218 | 46.576 | 53.424 | 13.69 | 0.940 | bicubic | -52.190 | -48.696 | -175 |
1020 | levit_conv_256.fb_dist_in1k | 224 | 28.770 | 71.230 | 46.723 | 53.277 | 18.89 | 0.900 | bicubic | -52.736 | -49.365 | -255 |
1021 | levit_256.fb_dist_in1k | 224 | 28.768 | 71.231 | 46.729 | 53.271 | 18.89 | 0.900 | bicubic | -52.737 | -48.737 | -255 |
1022 | hgnet_tiny.paddle_in1k | 288 | 28.765 | 71.235 | 47.737 | 52.263 | 14.74 | 1.000 | bicubic | -51.883 | -47.805 | -126 |
1023 | tf_efficientnet_lite3.in1k | 300 | 28.765 | 71.235 | 47.480 | 52.520 | 8.20 | 0.904 | bilinear | -51.067 | -47.390 | -16 |
1024 | resnet50.ra_in1k | 288 | 28.765 | 71.235 | 47.342 | 52.658 | 25.56 | 0.950 | bicubic | -51.095 | -47.460 | -24 |
1025 | seresnet50.a1_in1k | 224 | 28.731 | 71.269 | 45.847 | 54.153 | 28.09 | 0.950 | bicubic | -51.281 | -48.859 | -45 |
1026 | mobileone_s3.apple_in1k | 224 | 28.698 | 71.302 | 47.539 | 52.461 | 10.17 | 0.900 | bilinear | -49.304 | -46.371 | +161 |
1027 | darknetaa53.c2ns_in1k | 288 | 28.660 | 71.340 | 46.961 | 53.039 | 36.02 | 1.000 | bilinear | -51.868 | -48.367 | -118 |
1028 | skresnet34.ra_in1k | 224 | 28.657 | 71.344 | 47.983 | 52.017 | 22.28 | 0.875 | bicubic | -48.300 | -45.335 | +235 |
1029 | resnetblur50.bt_in1k | 288 | 28.654 | 71.346 | 46.922 | 53.078 | 25.56 | 0.950 | bicubic | -51.594 | -48.278 | -72 |
1030 | tf_efficientnetv2_b0.in1k | 192 | 28.645 | 71.355 | 47.413 | 52.587 | 7.14 | 0.875 | bicubic | -48.235 | -45.771 | +239 |
1031 | seresnext50_32x4d.gluon_in1k | 224 | 28.643 | 71.357 | 46.438 | 53.562 | 27.56 | 0.875 | bicubic | -51.275 | -48.378 | -45 |
1032 | convnext_pico.d1_in1k | 224 | 28.639 | 71.361 | 47.366 | 52.634 | 9.05 | 0.875 | bicubic | -50.877 | -47.188 | +7 |
1033 | hrnet_w40.ms_in1k | 224 | 28.629 | 71.371 | 47.466 | 52.534 | 57.56 | 0.875 | bilinear | -50.295 | -47.012 | +68 |
1034 | swinv2_tiny_window8_256.ms_in1k | 256 | 28.615 | 71.385 | 46.177 | 53.823 | 28.35 | 0.900 | bicubic | -53.209 | -49.811 | -300 |
1035 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 28.609 | 71.391 | 47.136 | 52.864 | 14.25 | 1.000 | bicubic | -54.319 | -49.316 | -477 |
1036 | tf_efficientnet_b3.in1k | 300 | 28.566 | 71.434 | 48.016 | 51.984 | 12.23 | 0.904 | bicubic | -52.314 | -47.310 | -175 |
1037 | tf_efficientnetv2_b1.in1k | 192 | 28.564 | 71.436 | 47.452 | 52.548 | 8.14 | 0.882 | bicubic | -49.366 | -46.370 | +156 |
1038 | tf_efficientnetv2_b0.in1k | 224 | 28.562 | 71.438 | 47.146 | 52.854 | 7.14 | 0.875 | bicubic | -49.818 | -46.880 | +119 |
1039 | resnet152.tv_in1k | 224 | 28.550 | 71.450 | 47.146 | 52.854 | 60.19 | 0.875 | bilinear | -49.780 | -46.990 | +121 |
1040 | poolformerv2_s12.sail_in1k | 224 | 28.543 | 71.457 | 47.411 | 52.589 | 11.89 | 1.000 | bicubic | -49.465 | -46.453 | +146 |
1041 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 28.533 | 71.467 | 47.545 | 52.455 | 5.76 | 1.000 | bicubic | -52.139 | -47.981 | -147 |
1042 | xcit_tiny_12_p16_224.fb_in1k | 224 | 28.507 | 71.493 | 47.372 | 52.628 | 6.72 | 1.000 | bicubic | -48.635 | -46.358 | +209 |
1043 | ecaresnet50t.a1_in1k | 288 | 28.470 | 71.530 | 45.546 | 54.454 | 25.57 | 1.000 | bicubic | -53.642 | -50.108 | -353 |
1044 | resnet50d.a2_in1k | 224 | 28.458 | 71.542 | 45.513 | 54.487 | 25.58 | 0.950 | bicubic | -51.810 | -49.129 | -91 |
1045 | ecaresnet50t.a2_in1k | 224 | 28.452 | 71.548 | 45.721 | 54.279 | 25.57 | 0.950 | bicubic | -52.432 | -49.301 | -186 |
1046 | repvgg_b2.rvgg_in1k | 224 | 28.428 | 71.572 | 47.036 | 52.964 | 89.02 | 0.875 | bilinear | -50.365 | -47.378 | +69 |
1047 | tf_efficientnet_b0.ap_in1k | 224 | 28.427 | 71.573 | 47.553 | 52.447 | 5.29 | 0.875 | bicubic | -48.667 | -45.708 | +207 |
1048 | dla102x2.in1k | 224 | 28.411 | 71.589 | 46.755 | 53.245 | 41.28 | 0.875 | bilinear | -51.037 | -47.899 | -2 |
1049 | hrnet_w48.ms_in1k | 224 | 28.405 | 71.595 | 47.590 | 52.410 | 77.47 | 0.875 | bilinear | -50.919 | -46.944 | +11 |
1050 | resnext50_32x4d.gluon_in1k | 224 | 28.403 | 71.597 | 45.350 | 54.650 | 25.03 | 0.875 | bicubic | -50.951 | -49.074 | +6 |
1051 | dla169.in1k | 224 | 28.379 | 71.621 | 47.505 | 52.495 | 53.39 | 0.875 | bilinear | -50.327 | -46.833 | +73 |
1052 | tf_efficientnet_cc_b0_4e.in1k | 224 | 28.358 | 71.642 | 47.358 | 52.642 | 13.31 | 0.875 | bicubic | -48.966 | -45.974 | +185 |
1053 | efficientnet_b2_pruned.in1k | 260 | 28.356 | 71.644 | 47.136 | 52.864 | 8.31 | 0.890 | bicubic | -51.552 | -47.774 | -64 |
1054 | swinv2_cr_tiny_ns_224.sw_in1k | 224 | 28.348 | 71.652 | 45.947 | 54.053 | 28.33 | 0.900 | bicubic | -53.448 | -49.877 | -318 |
1055 | seresnet33ts.ra2_in1k | 256 | 28.336 | 71.664 | 47.779 | 52.221 | 19.78 | 0.900 | bicubic | -52.036 | -47.327 | -118 |
1056 | resnext50_32x4d.ra_in1k | 288 | 28.322 | 71.678 | 46.126 | 53.874 | 25.03 | 0.950 | bicubic | -52.384 | -49.232 | -167 |
1057 | darknet53.c2ns_in1k | 288 | 28.319 | 71.681 | 46.888 | 53.112 | 41.61 | 1.000 | bicubic | -52.224 | -48.538 | -149 |
1058 | ecaresnet50t.a3_in1k | 160 | 28.291 | 71.709 | 46.148 | 53.852 | 25.57 | 0.950 | bicubic | -49.489 | -47.464 | +152 |
1059 | mixnet_xl.ra_in1k | 224 | 28.275 | 71.725 | 46.729 | 53.271 | 11.90 | 0.875 | bicubic | -52.215 | -48.209 | -146 |
1060 | resnet50d.gluon_in1k | 224 | 28.234 | 71.766 | 45.922 | 54.078 | 25.58 | 0.875 | bicubic | -50.846 | -48.536 | +29 |
1061 | seresnet33ts.ra2_in1k | 288 | 28.209 | 71.791 | 47.576 | 52.424 | 19.78 | 1.000 | bicubic | -52.605 | -47.770 | -189 |
1062 | resnet50.a1_in1k | 288 | 28.191 | 71.809 | 44.921 | 55.079 | 25.56 | 1.000 | bicubic | -53.049 | -50.191 | -251 |
1063 | fastvit_s12.apple_in1k | 256 | 28.149 | 71.850 | 46.672 | 53.328 | 9.47 | 0.900 | bicubic | -51.770 | -48.120 | -78 |
1064 | wide_resnet101_2.tv_in1k | 224 | 28.142 | 71.858 | 46.560 | 53.440 | 126.89 | 0.875 | bilinear | -50.706 | -47.752 | +44 |
1065 | resnet101c.gluon_in1k | 224 | 28.128 | 71.872 | 45.977 | 54.023 | 44.57 | 0.875 | bicubic | -51.414 | -48.611 | -29 |
1066 | densenet161.tv_in1k | 224 | 28.116 | 71.884 | 46.653 | 53.347 | 28.68 | 0.875 | bicubic | -49.234 | -47.001 | +169 |
1067 | ecaresnet50d_pruned.miil_in1k | 288 | 28.095 | 71.906 | 47.059 | 52.941 | 19.94 | 0.950 | bicubic | -52.714 | -48.519 | -194 |
1068 | resnext50_32x4d.a1_in1k | 288 | 28.091 | 71.909 | 44.825 | 55.175 | 25.03 | 1.000 | bicubic | -53.393 | -50.337 | -297 |
1069 | resnet34.a1_in1k | 288 | 28.087 | 71.913 | 45.717 | 54.283 | 21.80 | 1.000 | bicubic | -49.851 | -48.031 | +123 |
1070 | regnetx_320.pycls_in1k | 224 | 28.083 | 71.917 | 45.124 | 54.876 | 107.81 | 0.875 | bicubic | -52.179 | -49.888 | -116 |
1071 | regnety_320.pycls_in1k | 224 | 28.075 | 71.925 | 45.448 | 54.552 | 145.05 | 0.875 | bicubic | -52.721 | -49.792 | -197 |
1072 | darknetaa53.c2ns_in1k | 256 | 28.065 | 71.935 | 46.592 | 53.408 | 36.02 | 0.887 | bilinear | -51.681 | -48.310 | -59 |
1073 | gernet_s.idstcv_in1k | 224 | 28.049 | 71.951 | 46.757 | 53.243 | 8.17 | 0.875 | bilinear | -48.853 | -46.379 | +194 |
1074 | fbnetv3_b.ra2_in1k | 224 | 28.038 | 71.963 | 47.751 | 52.249 | 8.60 | 0.950 | bilinear | -50.122 | -46.413 | +97 |
1075 | mobilevitv2_175.cvnets_in1k | 256 | 28.035 | 71.965 | 46.100 | 53.900 | 14.25 | 0.888 | bicubic | -52.838 | -49.160 | -213 |
1076 | resnext50_32x4d.a3_in1k | 160 | 28.016 | 71.984 | 45.591 | 54.409 | 25.03 | 0.950 | bicubic | -49.718 | -47.723 | +135 |
1077 | efficientnet_el_pruned.in1k | 300 | 28.010 | 71.990 | 46.796 | 53.204 | 10.59 | 0.904 | bicubic | -52.284 | -48.422 | -130 |
1078 | levit_conv_192.fb_dist_in1k | 224 | 28.006 | 71.994 | 45.884 | 54.116 | 10.95 | 0.900 | bicubic | -51.854 | -49.086 | -77 |
1079 | levit_192.fb_dist_in1k | 224 | 28.002 | 71.998 | 45.880 | 54.120 | 10.95 | 0.900 | bicubic | -51.848 | -48.924 | -76 |
1080 | vit_base_patch16_224.augreg_in1k | 224 | 27.973 | 72.027 | 45.719 | 54.281 | 86.57 | 0.900 | bicubic | -51.169 | -48.371 | +3 |
1081 | resnext50_32x4d.a2_in1k | 224 | 27.965 | 72.035 | 44.446 | 55.554 | 25.03 | 0.950 | bicubic | -52.479 | -50.184 | -155 |
1082 | fastvit_t12.apple_in1k | 256 | 27.939 | 72.061 | 46.393 | 53.607 | 7.55 | 0.900 | bicubic | -51.337 | -48.177 | -15 |
1083 | resnet101.a3_in1k | 224 | 27.937 | 72.063 | 45.023 | 54.977 | 44.55 | 0.950 | bicubic | -51.883 | -49.591 | -75 |
1084 | resnet50d.a3_in1k | 160 | 27.935 | 72.065 | 45.303 | 54.697 | 25.58 | 0.950 | bicubic | -49.287 | -47.953 | +161 |
1085 | resnet50_gn.a1h_in1k | 288 | 27.931 | 72.069 | 46.098 | 53.902 | 25.56 | 0.950 | bicubic | -53.277 | -49.534 | -269 |
1086 | darknet53.c2ns_in1k | 256 | 27.908 | 72.092 | 46.529 | 53.471 | 41.61 | 0.887 | bicubic | -52.094 | -48.513 | -105 |
1087 | xception41.tf_in1k | 299 | 27.896 | 72.104 | 45.908 | 54.092 | 26.97 | 0.903 | bicubic | -50.628 | -48.390 | +51 |
1088 | resnetrs50.tf_in1k | 160 | 27.865 | 72.135 | 46.686 | 53.314 | 35.69 | 0.910 | bicubic | -49.985 | -47.128 | +113 |
1089 | dpn68b.mx_in1k | 224 | 27.845 | 72.155 | 47.364 | 52.636 | 12.61 | 0.875 | bicubic | -49.697 | -46.478 | +135 |
1090 | regnetx_160.pycls_in1k | 224 | 27.831 | 72.169 | 45.619 | 54.381 | 54.28 | 0.875 | bicubic | -52.027 | -49.205 | -88 |
1091 | res2net101_26w_4s.in1k | 224 | 27.804 | 72.196 | 45.185 | 54.815 | 45.21 | 0.875 | bilinear | -51.382 | -49.279 | -11 |
1092 | seresnet50.a2_in1k | 224 | 27.784 | 72.216 | 44.713 | 55.287 | 28.09 | 0.950 | bicubic | -52.318 | -50.007 | -119 |
1093 | inception_v3.tf_in1k | 299 | 27.782 | 72.218 | 45.701 | 54.299 | 23.83 | 0.875 | bicubic | -50.084 | -47.939 | +106 |
1094 | resnet50d.a1_in1k | 288 | 27.770 | 72.230 | 44.395 | 55.605 | 25.58 | 1.000 | bicubic | -53.674 | -50.829 | -314 |
1095 | repghostnet_200.in1k | 224 | 27.756 | 72.243 | 46.313 | 53.687 | 9.80 | 0.875 | bicubic | -51.034 | -48.023 | +21 |
1096 | tf_efficientnetv2_b1.in1k | 240 | 27.749 | 72.251 | 46.574 | 53.426 | 8.14 | 0.882 | bicubic | -51.769 | -48.008 | -59 |
1097 | mobilevitv2_200.cvnets_in1k | 256 | 27.723 | 72.277 | 45.833 | 54.167 | 18.45 | 0.888 | bicubic | -53.425 | -49.549 | -275 |
1098 | vit_base_patch16_224.sam_in1k | 224 | 27.717 | 72.283 | 45.106 | 54.894 | 86.57 | 0.900 | bicubic | -52.525 | -49.662 | -138 |
1099 | repvgg_b1.rvgg_in1k | 224 | 27.652 | 72.348 | 46.511 | 53.489 | 57.42 | 0.875 | bilinear | -50.720 | -47.597 | +59 |
1100 | fbnetv3_b.ra2_in1k | 256 | 27.650 | 72.350 | 46.985 | 53.015 | 8.60 | 0.950 | bilinear | -51.504 | -47.747 | -18 |
1101 | inception_v3.tv_in1k | 299 | 27.639 | 72.361 | 45.253 | 54.747 | 23.83 | 0.875 | bicubic | -49.835 | -48.221 | +127 |
1102 | convnextv2_femto.fcmae_ft_in1k | 224 | 27.635 | 72.365 | 46.822 | 53.178 | 5.23 | 0.875 | bicubic | -50.849 | -47.172 | +42 |
1103 | hrnet_w44.ms_in1k | 224 | 27.631 | 72.369 | 45.843 | 54.157 | 67.06 | 0.875 | bilinear | -51.251 | -48.531 | +4 |
1104 | gcresnet33ts.ra2_in1k | 256 | 27.607 | 72.393 | 46.246 | 53.754 | 19.88 | 0.900 | bicubic | -52.471 | -48.884 | -127 |
1105 | regnety_160.pycls_in1k | 224 | 27.601 | 72.399 | 45.538 | 54.462 | 83.59 | 0.875 | bicubic | -52.683 | -49.444 | -156 |
1106 | resnet50.am_in1k | 224 | 27.580 | 72.420 | 45.361 | 54.639 | 25.56 | 0.875 | bicubic | -51.424 | -49.030 | -10 |
1107 | resmlp_24_224.fb_in1k | 224 | 27.570 | 72.430 | 45.700 | 54.300 | 30.02 | 0.875 | bicubic | -51.810 | -48.850 | -55 |
1108 | pit_xs_224.in1k | 224 | 27.489 | 72.511 | 45.855 | 54.145 | 10.62 | 0.900 | bicubic | -50.723 | -48.295 | +60 |
1109 | tiny_vit_5m_224.in1k | 224 | 27.487 | 72.513 | 45.867 | 54.133 | 5.39 | 0.950 | bicubic | -51.709 | -48.936 | -30 |
1110 | hrnet_w30.ms_in1k | 224 | 27.472 | 72.528 | 46.546 | 53.454 | 37.71 | 0.875 | bilinear | -50.742 | -47.668 | +57 |
1111 | gcresnet33ts.ra2_in1k | 288 | 27.399 | 72.601 | 46.150 | 53.850 | 19.88 | 1.000 | bicubic | -53.189 | -49.172 | -208 |
1112 | resnet50.a2_in1k | 224 | 27.393 | 72.607 | 44.251 | 55.749 | 25.56 | 0.950 | bicubic | -52.435 | -50.309 | -105 |
1113 | regnetx_080.pycls_in1k | 224 | 27.385 | 72.615 | 44.996 | 55.004 | 39.57 | 0.875 | bicubic | -51.831 | -49.552 | -36 |
1114 | convnext_pico.d1_in1k | 288 | 27.381 | 72.619 | 45.664 | 54.336 | 9.05 | 0.950 | bicubic | -53.049 | -49.396 | -185 |
1115 | hrnet_w32.ms_in1k | 224 | 27.369 | 72.631 | 46.012 | 53.988 | 41.23 | 0.875 | bilinear | -51.087 | -48.174 | +33 |
1116 | vit_small_patch16_384.augreg_in1k | 384 | 27.348 | 72.652 | 46.151 | 53.849 | 22.20 | 1.000 | bicubic | -53.786 | -49.425 | -290 |
1117 | resnet33ts.ra2_in1k | 288 | 27.340 | 72.660 | 45.200 | 54.800 | 19.68 | 1.000 | bicubic | -52.368 | -49.614 | -97 |
1118 | resnet50s.gluon_in1k | 224 | 27.332 | 72.668 | 45.253 | 54.747 | 25.68 | 0.875 | bicubic | -51.378 | -49.189 | +5 |
1119 | res2net50_26w_8s.in1k | 224 | 27.312 | 72.688 | 44.815 | 55.185 | 48.40 | 0.875 | bilinear | -51.636 | -49.465 | -19 |
1120 | convnext_pico_ols.d1_in1k | 288 | 27.303 | 72.697 | 45.646 | 54.354 | 9.06 | 1.000 | bicubic | -53.155 | -49.602 | -199 |
1121 | densenet201.tv_in1k | 224 | 27.279 | 72.721 | 46.212 | 53.788 | 20.01 | 0.875 | bicubic | -50.005 | -47.268 | +121 |
1122 | ecaresnet50t.a2_in1k | 288 | 27.273 | 72.727 | 44.074 | 55.926 | 25.57 | 1.000 | bicubic | -54.409 | -51.458 | -376 |
1123 | ghostnetv2_160.in1k | 224 | 27.263 | 72.737 | 46.389 | 53.611 | 12.39 | 0.875 | bicubic | -50.573 | -47.553 | +81 |
1124 | densenetblur121d.ra_in1k | 224 | 27.230 | 72.770 | 46.309 | 53.691 | 8.00 | 0.875 | bicubic | -49.342 | -46.877 | +159 |
1125 | efficientnet_b1_pruned.in1k | 240 | 27.226 | 72.774 | 45.961 | 54.039 | 6.33 | 0.882 | bicubic | -51.026 | -47.859 | +39 |
1126 | regnety_064.pycls_in1k | 224 | 27.224 | 72.776 | 44.855 | 55.145 | 30.58 | 0.875 | bicubic | -52.504 | -49.909 | -110 |
1127 | resnet33ts.ra2_in1k | 256 | 27.187 | 72.813 | 45.391 | 54.609 | 19.68 | 0.900 | bicubic | -52.029 | -49.185 | -51 |
1128 | tf_efficientnetv2_b2.in1k | 260 | 27.169 | 72.831 | 44.577 | 55.423 | 10.10 | 0.890 | bicubic | -53.057 | -50.433 | -167 |
1129 | resnetrs50.tf_in1k | 224 | 27.155 | 72.845 | 45.069 | 54.931 | 35.69 | 0.910 | bicubic | -52.761 | -49.905 | -142 |
1130 | vit_base_patch32_224.augreg_in1k | 224 | 27.141 | 72.859 | 45.191 | 54.809 | 88.22 | 0.900 | bicubic | -47.765 | -46.579 | +210 |
1131 | seresnet50.a1_in1k | 288 | 27.098 | 72.902 | 43.593 | 56.407 | 28.09 | 1.000 | bicubic | -54.006 | -51.527 | -300 |
1132 | resnet50d.a2_in1k | 288 | 27.094 | 72.906 | 43.840 | 56.160 | 25.58 | 1.000 | bicubic | -54.074 | -51.259 | -313 |
1133 | resnet32ts.ra2_in1k | 256 | 27.081 | 72.919 | 45.259 | 54.741 | 17.96 | 0.900 | bicubic | -51.974 | -49.109 | -41 |
1134 | rexnet_130.nav_in1k | 224 | 27.075 | 72.925 | 45.929 | 54.071 | 7.56 | 0.875 | bicubic | -52.415 | -48.755 | -93 |
1135 | dla102x.in1k | 224 | 27.051 | 72.949 | 45.491 | 54.509 | 26.31 | 0.875 | bilinear | -51.449 | -48.737 | +4 |
1136 | gmixer_24_224.ra3_in1k | 224 | 27.031 | 72.969 | 44.373 | 55.627 | 24.72 | 0.875 | bicubic | -51.017 | -49.281 | +45 |
1137 | resnet101.tv_in1k | 224 | 26.974 | 73.026 | 45.240 | 54.760 | 44.55 | 0.875 | bilinear | -50.430 | -48.312 | +97 |
1138 | resnet32ts.ra2_in1k | 288 | 26.931 | 73.069 | 45.065 | 54.935 | 17.96 | 1.000 | bicubic | -52.457 | -49.611 | -88 |
1139 | resnext50d_32x4d.bt_in1k | 224 | 26.913 | 73.087 | 44.393 | 55.607 | 25.05 | 0.875 | bicubic | -52.758 | -50.485 | -116 |
1140 | rexnet_100.nav_in1k | 224 | 26.872 | 73.128 | 45.363 | 54.637 | 4.80 | 0.875 | bicubic | -50.974 | -48.513 | +62 |
1141 | regnetx_120.pycls_in1k | 224 | 26.870 | 73.130 | 44.676 | 55.324 | 46.11 | 0.875 | bicubic | -52.738 | -50.058 | -112 |
1142 | densenet169.tv_in1k | 224 | 26.862 | 73.138 | 45.419 | 54.581 | 14.15 | 0.875 | bicubic | -49.060 | -47.557 | +165 |
1143 | regnety_120.pycls_in1k | 224 | 26.809 | 73.191 | 44.450 | 55.550 | 51.82 | 0.875 | bicubic | -53.573 | -50.654 | -210 |
1144 | legacy_seresnext101_32x4d.in1k | 224 | 26.802 | 73.198 | 43.475 | 56.525 | 48.96 | 0.875 | bilinear | -53.472 | -51.557 | -194 |
1145 | regnetx_064.pycls_in1k | 224 | 26.792 | 73.208 | 44.937 | 55.063 | 26.21 | 0.875 | bicubic | -52.268 | -49.533 | -55 |
1146 | tinynet_a.in1k | 192 | 26.786 | 73.214 | 45.090 | 54.910 | 6.19 | 0.875 | bicubic | -50.878 | -48.442 | +67 |
1147 | res2net101d.in1k | 224 | 26.729 | 73.271 | 44.365 | 55.635 | 45.23 | 0.875 | bilinear | -54.525 | -50.983 | -338 |
1148 | regnetx_032.pycls_in1k | 224 | 26.705 | 73.295 | 45.251 | 54.749 | 15.30 | 0.875 | bicubic | -51.461 | -48.839 | +22 |
1149 | resnext50_32x4d.a2_in1k | 288 | 26.689 | 73.311 | 42.744 | 57.256 | 25.03 | 1.000 | bicubic | -54.609 | -52.366 | -347 |
1150 | legacy_seresnet152.in1k | 224 | 26.680 | 73.320 | 43.956 | 56.044 | 66.82 | 0.875 | bilinear | -51.980 | -50.416 | -23 |
1151 | densenet121.ra_in1k | 224 | 26.674 | 73.326 | 45.896 | 54.104 | 7.98 | 0.875 | bicubic | -48.902 | -46.752 | +167 |
1152 | efficientvit_m5.r224_in1k | 224 | 26.666 | 73.334 | 44.921 | 55.079 | 12.47 | 0.875 | bicubic | -50.416 | -48.245 | +104 |
1153 | dla60x.in1k | 224 | 26.634 | 73.366 | 45.025 | 54.975 | 17.35 | 0.875 | bilinear | -51.596 | -48.995 | +13 |
1154 | efficientnet_es.ra_in1k | 224 | 26.633 | 73.368 | 45.090 | 54.910 | 5.44 | 0.875 | bicubic | -51.459 | -48.842 | +24 |
1155 | res2net50_26w_6s.in1k | 224 | 26.599 | 73.401 | 43.996 | 56.004 | 37.05 | 0.875 | bilinear | -51.985 | -50.110 | -23 |
1156 | seresnet50.a3_in1k | 160 | 26.591 | 73.409 | 44.740 | 55.260 | 28.09 | 0.950 | bicubic | -48.509 | -47.356 | +177 |
1157 | repvgg_b1g4.rvgg_in1k | 224 | 26.579 | 73.421 | 45.090 | 54.910 | 39.97 | 0.875 | bilinear | -51.023 | -48.754 | +60 |
1158 | resnet50.a3_in1k | 160 | 26.572 | 73.428 | 44.224 | 55.776 | 25.56 | 0.950 | bicubic | -49.422 | -48.270 | +146 |
1159 | coat_lite_tiny.in1k | 224 | 26.554 | 73.446 | 44.719 | 55.281 | 5.72 | 0.900 | bicubic | -50.994 | -49.205 | +64 |
1160 | regnety_080.pycls_in1k | 224 | 26.540 | 73.460 | 44.395 | 55.605 | 39.18 | 0.875 | bicubic | -53.342 | -50.441 | -165 |
1161 | resnet34.a2_in1k | 224 | 26.540 | 73.460 | 43.911 | 56.089 | 21.80 | 0.950 | bicubic | -48.976 | -48.545 | +160 |
1162 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 26.530 | 73.470 | 44.530 | 55.470 | 5.48 | 0.875 | bilinear | -51.380 | -48.354 | +34 |
1163 | ecaresnet26t.ra2_in1k | 256 | 26.497 | 73.503 | 44.937 | 55.063 | 16.01 | 0.875 | bicubic | -52.389 | -49.607 | -57 |
1164 | res2net50_14w_8s.in1k | 224 | 26.489 | 73.511 | 44.363 | 55.637 | 25.06 | 0.875 | bilinear | -51.657 | -49.487 | +9 |
1165 | tf_efficientnet_b0.aa_in1k | 224 | 26.479 | 73.521 | 45.646 | 54.354 | 5.29 | 0.875 | bicubic | -50.403 | -47.624 | +103 |
1166 | tf_efficientnet_b2.in1k | 260 | 26.473 | 73.527 | 44.782 | 55.218 | 9.11 | 0.890 | bicubic | -53.141 | -49.942 | -138 |
1167 | ecaresnet50t.a3_in1k | 224 | 26.454 | 73.546 | 43.507 | 56.493 | 25.57 | 0.950 | bicubic | -53.094 | -51.203 | -133 |
1168 | convnextv2_atto.fcmae_ft_in1k | 224 | 26.440 | 73.560 | 44.285 | 55.715 | 3.71 | 0.875 | bicubic | -50.206 | -48.759 | +111 |
1169 | resnet50.gluon_in1k | 224 | 26.432 | 73.568 | 44.051 | 55.949 | 25.56 | 0.875 | bicubic | -51.148 | -49.675 | +53 |
1170 | mobileone_s2.apple_in1k | 224 | 26.418 | 73.582 | 44.554 | 55.446 | 7.88 | 0.900 | bilinear | -51.086 | -49.110 | +57 |
1171 | convnext_femto.d1_in1k | 224 | 26.387 | 73.613 | 44.835 | 55.165 | 5.22 | 0.875 | bicubic | -51.121 | -48.853 | +55 |
1172 | mobilenetv1_125.ra4_e3600_r224_in1k | 224 | 26.387 | 73.613 | 44.627 | 55.373 | 6.27 | 0.900 | bicubic | -50.541 | -48.589 | +92 |
1173 | tf_efficientnet_el.in1k | 300 | 26.387 | 73.613 | 44.245 | 55.755 | 10.59 | 0.904 | bicubic | -53.855 | -50.873 | -213 |
1174 | lambda_resnet26t.c1_in1k | 256 | 26.361 | 73.639 | 44.408 | 55.592 | 10.96 | 0.940 | bicubic | -52.765 | -50.146 | -90 |
1175 | levit_conv_128.fb_dist_in1k | 224 | 26.361 | 73.639 | 44.143 | 55.857 | 9.21 | 0.900 | bicubic | -52.127 | -50.001 | -32 |
1176 | levit_128.fb_dist_in1k | 224 | 26.349 | 73.650 | 44.121 | 55.879 | 9.21 | 0.900 | bicubic | -52.137 | -49.877 | -33 |
1177 | mobilenetv1_125.ra4_e3600_r224_in1k | 256 | 26.338 | 73.662 | 44.534 | 55.466 | 6.27 | 1.000 | bicubic | -51.246 | -49.260 | +44 |
1178 | resmlp_12_224.fb_distilled_in1k | 224 | 26.322 | 73.678 | 44.896 | 55.104 | 15.35 | 0.875 | bicubic | -51.626 | -48.666 | +13 |
1179 | resmlp_big_24_224.fb_in1k | 224 | 26.316 | 73.684 | 43.559 | 56.441 | 129.14 | 0.875 | bicubic | -54.718 | -51.466 | -338 |
1180 | regnetx_040.pycls_in1k | 224 | 26.263 | 73.737 | 44.408 | 55.592 | 22.12 | 0.875 | bicubic | -52.231 | -49.834 | -40 |
1181 | visformer_tiny.in1k | 224 | 26.257 | 73.743 | 44.206 | 55.794 | 10.32 | 0.900 | bicubic | -51.903 | -50.036 | -9 |
1182 | mobilevitv2_150.cvnets_in1k | 256 | 26.224 | 73.776 | 43.829 | 56.171 | 10.59 | 0.888 | bicubic | -54.180 | -51.213 | -250 |
1183 | convnext_femto_ols.d1_in1k | 224 | 26.186 | 73.814 | 44.233 | 55.767 | 5.23 | 0.875 | bicubic | -51.658 | -49.590 | +20 |
1184 | crossvit_9_dagger_240.in1k | 240 | 26.177 | 73.823 | 44.562 | 55.438 | 8.78 | 0.875 | bicubic | -50.809 | -49.040 | +76 |
1185 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 26.171 | 73.829 | 45.128 | 54.872 | 22.88 | 0.900 | bicubic | -49.825 | -48.144 | +118 |
1186 | seresnet50.a2_in1k | 288 | 26.165 | 73.835 | 42.683 | 57.317 | 28.09 | 1.000 | bicubic | -54.927 | -52.553 | -353 |
1187 | densenetblur121d.ra_in1k | 288 | 26.163 | 73.837 | 45.047 | 54.953 | 8.00 | 0.950 | bicubic | -51.147 | -48.753 | +51 |
1188 | resnet50.a2_in1k | 288 | 26.129 | 73.871 | 42.587 | 57.413 | 25.56 | 1.000 | bicubic | -54.651 | -52.391 | -312 |
1189 | resnet50d.a3_in1k | 224 | 26.114 | 73.886 | 42.960 | 57.040 | 25.58 | 0.950 | bicubic | -52.628 | -51.276 | -70 |
1190 | resnext50_32x4d.a3_in1k | 224 | 26.096 | 73.904 | 42.952 | 57.048 | 25.03 | 0.950 | bicubic | -53.156 | -51.874 | -117 |
1191 | resnet34.a2_in1k | 288 | 26.090 | 73.910 | 43.133 | 56.867 | 21.80 | 1.000 | bicubic | -51.058 | -50.157 | +59 |
1192 | efficientnet_b1.ft_in1k | 256 | 26.084 | 73.916 | 44.047 | 55.953 | 7.79 | 1.000 | bicubic | -52.714 | -50.295 | -78 |
1193 | convnextv2_femto.fcmae_ft_in1k | 288 | 26.070 | 73.930 | 44.344 | 55.656 | 5.23 | 0.950 | bicubic | -53.261 | -50.258 | -134 |
1194 | mobilevitv2_125.cvnets_in1k | 256 | 26.039 | 73.961 | 43.697 | 56.303 | 7.48 | 0.888 | bicubic | -53.639 | -51.147 | -172 |
1195 | lambda_resnet26rpt_256.c1_in1k | 256 | 26.031 | 73.969 | 44.232 | 55.768 | 10.99 | 0.940 | bicubic | -52.923 | -50.190 | -97 |
1196 | dpn68.mx_in1k | 224 | 26.015 | 73.985 | 44.082 | 55.918 | 12.61 | 0.875 | bicubic | -50.323 | -48.908 | +99 |
1197 | hardcorenas_c.miil_green_in1k | 224 | 26.006 | 73.994 | 44.855 | 55.145 | 5.52 | 0.875 | bilinear | -51.088 | -48.337 | +58 |
1198 | fastvit_t8.apple_dist_in1k | 256 | 25.992 | 74.008 | 44.424 | 55.576 | 4.03 | 0.900 | bicubic | -51.180 | -48.850 | +51 |
1199 | repghostnet_150.in1k | 224 | 25.982 | 74.018 | 44.369 | 55.631 | 6.58 | 0.875 | bicubic | -51.488 | -49.129 | +31 |
1200 | hrnet_w18.ms_in1k | 224 | 25.974 | 74.026 | 44.801 | 55.199 | 21.30 | 0.875 | bilinear | -50.786 | -48.645 | +75 |
1201 | hardcorenas_f.miil_green_in1k | 224 | 25.968 | 74.032 | 44.236 | 55.764 | 8.20 | 0.875 | bilinear | -52.140 | -49.564 | -25 |
1202 | vit_small_patch16_224.augreg_in1k | 224 | 25.956 | 74.043 | 43.960 | 56.040 | 22.05 | 0.900 | bicubic | -52.886 | -50.318 | -93 |
1203 | resnext50d_32x4d.bt_in1k | 288 | 25.921 | 74.079 | 42.952 | 57.048 | 25.05 | 0.950 | bicubic | -54.759 | -52.476 | -310 |
1204 | regnety_040.pycls_in1k | 224 | 25.919 | 74.081 | 43.850 | 56.150 | 20.65 | 0.875 | bicubic | -53.317 | -50.814 | -129 |
1205 | hrnet_w18_small_v2.gluon_in1k | 224 | 25.915 | 74.085 | 43.817 | 56.183 | 15.60 | 0.875 | bicubic | -52.269 | -50.095 | -36 |
1206 | regnetx_016.tv2_in1k | 224 | 25.888 | 74.112 | 43.357 | 56.643 | 9.19 | 0.965 | bicubic | -53.564 | -51.415 | -162 |
1207 | densenet121.ra_in1k | 288 | 25.874 | 74.126 | 44.904 | 55.096 | 7.98 | 0.950 | bicubic | -50.606 | -48.470 | +83 |
1208 | resnet26t.ra2_in1k | 256 | 25.874 | 74.126 | 43.998 | 56.002 | 16.01 | 0.940 | bicubic | -52.010 | -49.840 | -9 |
1209 | res2net50_26w_4s.in1k | 224 | 25.868 | 74.132 | 43.159 | 56.841 | 25.70 | 0.875 | bilinear | -52.118 | -50.703 | -21 |
1210 | coat_tiny.in1k | 224 | 25.866 | 74.134 | 43.286 | 56.714 | 5.50 | 0.900 | bicubic | -52.576 | -50.750 | -60 |
1211 | tresnet_m.miil_in1k_448 | 448 | 25.860 | 74.140 | 42.883 | 57.117 | 31.39 | 0.875 | bilinear | -55.850 | -52.678 | -468 |
1212 | fastvit_t8.apple_in1k | 256 | 25.850 | 74.150 | 44.110 | 55.890 | 4.03 | 0.900 | bicubic | -50.334 | -48.932 | +86 |
1213 | resnet50c.gluon_in1k | 224 | 25.790 | 74.210 | 43.039 | 56.961 | 25.58 | 0.875 | bicubic | -52.227 | -50.955 | -29 |
1214 | selecsls60.in1k | 224 | 25.748 | 74.252 | 44.065 | 55.935 | 30.67 | 0.875 | bicubic | -52.238 | -49.761 | -25 |
1215 | halonet26t.a1h_in1k | 256 | 25.738 | 74.262 | 43.235 | 56.765 | 12.48 | 0.950 | bicubic | -53.396 | -51.105 | -131 |
1216 | cs3darknet_focus_m.c2ns_in1k | 256 | 25.687 | 74.313 | 44.157 | 55.843 | 9.30 | 0.887 | bicubic | -51.087 | -49.387 | +56 |
1217 | dla60_res2net.in1k | 224 | 25.675 | 74.325 | 43.593 | 56.407 | 20.85 | 0.875 | bilinear | -52.805 | -50.493 | -72 |
1218 | poolformer_s12.sail_in1k | 224 | 25.664 | 74.336 | 44.190 | 55.810 | 11.92 | 0.900 | bicubic | -51.580 | -49.348 | +26 |
1219 | hardcorenas_e.miil_green_in1k | 224 | 25.660 | 74.340 | 43.436 | 56.564 | 8.07 | 0.875 | bilinear | -52.130 | -50.296 | -10 |
1220 | dla60_res2next.in1k | 224 | 25.628 | 74.372 | 43.689 | 56.311 | 17.03 | 0.875 | bilinear | -52.860 | -50.311 | -79 |
1221 | eca_halonext26ts.c1_in1k | 256 | 25.546 | 74.454 | 43.221 | 56.779 | 10.76 | 0.940 | bicubic | -53.972 | -51.488 | -183 |
1222 | ecaresnet26t.ra2_in1k | 320 | 25.538 | 74.462 | 43.691 | 56.309 | 16.01 | 0.950 | bicubic | -54.362 | -51.379 | -228 |
1223 | convnext_femto.d1_in1k | 288 | 25.530 | 74.470 | 43.668 | 56.332 | 5.22 | 0.950 | bicubic | -53.180 | -50.580 | -101 |
1224 | mixnet_l.ft_in1k | 224 | 25.528 | 74.472 | 43.489 | 56.511 | 7.33 | 0.875 | bicubic | -53.442 | -50.691 | -127 |
1225 | resmlp_12_224.fb_in1k | 224 | 25.526 | 74.474 | 44.355 | 55.645 | 15.35 | 0.875 | bicubic | -51.134 | -48.815 | +53 |
1226 | tf_efficientnet_lite1.in1k | 240 | 25.524 | 74.476 | 43.611 | 56.389 | 5.42 | 0.882 | bicubic | -51.148 | -49.621 | +51 |
1227 | cs3darknet_focus_m.c2ns_in1k | 288 | 25.506 | 74.493 | 43.764 | 56.236 | 9.30 | 0.950 | bicubic | -51.785 | -50.206 | +13 |
1228 | resnet50.bt_in1k | 224 | 25.503 | 74.497 | 43.145 | 56.855 | 25.56 | 0.875 | bicubic | -52.929 | -51.125 | -75 |
1229 | res2net50d.in1k | 224 | 25.503 | 74.497 | 43.064 | 56.936 | 25.72 | 0.875 | bilinear | -54.767 | -51.956 | -278 |
1230 | repvgg_a2.rvgg_in1k | 224 | 25.501 | 74.499 | 43.890 | 56.110 | 28.21 | 0.875 | bilinear | -50.991 | -49.126 | +60 |
1231 | bat_resnext26ts.ch_in1k | 256 | 25.501 | 74.499 | 43.214 | 56.786 | 10.73 | 0.900 | bicubic | -52.779 | -50.900 | -68 |
1232 | resnext50_32x4d.tv_in1k | 224 | 25.481 | 74.519 | 42.817 | 57.183 | 25.03 | 0.875 | bilinear | -52.151 | -50.857 | -17 |
1233 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 25.465 | 74.535 | 43.850 | 56.150 | 5.28 | 0.875 | bicubic | -50.193 | -48.654 | +80 |
1234 | botnet26t_256.c1_in1k | 256 | 25.436 | 74.564 | 42.628 | 57.372 | 12.49 | 0.950 | bicubic | -53.820 | -51.902 | -163 |
1235 | regnety_008_tv.tv2_in1k | 224 | 25.424 | 74.576 | 43.436 | 56.564 | 6.43 | 0.965 | bicubic | -53.232 | -50.946 | -106 |
1236 | tf_mixnet_l.in1k | 224 | 25.424 | 74.576 | 42.532 | 57.468 | 7.33 | 0.875 | bicubic | -53.352 | -51.466 | -119 |
1237 | res2next50.in1k | 224 | 25.402 | 74.598 | 42.528 | 57.472 | 24.67 | 0.875 | bilinear | -52.834 | -51.376 | -72 |
1238 | convnext_femto_ols.d1_in1k | 288 | 25.391 | 74.609 | 43.176 | 56.824 | 5.23 | 0.950 | bicubic | -53.523 | -51.372 | -136 |
1239 | hardcorenas_b.miil_green_in1k | 224 | 25.385 | 74.615 | 44.165 | 55.835 | 5.18 | 0.875 | bilinear | -51.167 | -48.601 | +45 |
1240 | resnet34.bt_in1k | 224 | 25.367 | 74.633 | 43.070 | 56.930 | 21.80 | 0.875 | bicubic | -49.795 | -49.350 | +91 |
1241 | efficientformerv2_s0.snap_dist_in1k | 224 | 25.357 | 74.643 | 43.931 | 56.069 | 3.60 | 0.950 | bicubic | -50.759 | -48.923 | +59 |
1242 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 25.355 | 74.645 | 45.373 | 54.627 | 25.55 | 1.000 | bilinear | -55.023 | -49.987 | -307 |
1243 | wide_resnet50_2.tv_in1k | 224 | 25.330 | 74.670 | 42.190 | 57.810 | 68.88 | 0.875 | bilinear | -53.150 | -52.012 | -97 |
1244 | legacy_seresnet101.in1k | 224 | 25.326 | 74.674 | 42.823 | 57.177 | 49.33 | 0.875 | bilinear | -53.070 | -51.435 | -89 |
1245 | hardcorenas_d.miil_green_in1k | 224 | 25.324 | 74.676 | 43.176 | 56.824 | 7.50 | 0.875 | bilinear | -52.126 | -50.304 | -14 |
1246 | regnety_032.pycls_in1k | 224 | 25.322 | 74.678 | 42.935 | 57.065 | 19.44 | 0.875 | bicubic | -53.574 | -51.493 | -142 |
1247 | dla102.in1k | 224 | 25.320 | 74.680 | 43.835 | 56.165 | 33.27 | 0.875 | bilinear | -52.698 | -50.113 | -64 |
1248 | resnest14d.gluon_in1k | 224 | 25.316 | 74.684 | 44.088 | 55.912 | 10.61 | 0.875 | bilinear | -50.200 | -48.426 | +71 |
1249 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 25.316 | 74.684 | 43.872 | 56.128 | 5.28 | 0.950 | bicubic | -51.278 | -49.394 | +33 |
1250 | selecsls60b.in1k | 224 | 25.314 | 74.686 | 43.497 | 56.503 | 32.77 | 0.875 | bicubic | -53.096 | -50.669 | -96 |
1251 | efficientnet_b1.ft_in1k | 224 | 25.251 | 74.749 | 42.990 | 57.010 | 7.79 | 0.875 | bicubic | -52.343 | -50.640 | -32 |
1252 | legacy_seresnext50_32x4d.in1k | 224 | 25.212 | 74.788 | 41.964 | 58.036 | 27.56 | 0.875 | bilinear | -53.872 | -52.468 | -164 |
1253 | ghostnetv2_130.in1k | 224 | 25.178 | 74.822 | 43.294 | 56.706 | 8.96 | 0.875 | bicubic | -51.584 | -50.066 | +21 |
1254 | mixer_b16_224.goog_in21k_ft_in1k | 224 | 25.145 | 74.855 | 41.237 | 58.763 | 59.88 | 0.875 | bicubic | -51.495 | -50.991 | +26 |
1255 | resnet50.a3_in1k | 224 | 25.068 | 74.932 | 41.968 | 58.032 | 25.56 | 0.950 | bicubic | -52.984 | -51.812 | -75 |
1256 | eca_botnext26ts_256.c1_in1k | 256 | 25.047 | 74.953 | 43.037 | 56.963 | 10.59 | 0.950 | bicubic | -54.225 | -51.557 | -188 |
1257 | res2net50_48w_2s.in1k | 224 | 25.019 | 74.981 | 42.217 | 57.783 | 25.29 | 0.875 | bilinear | -52.517 | -51.347 | -32 |
1258 | efficientnet_b0.ra_in1k | 224 | 25.015 | 74.985 | 42.791 | 57.209 | 5.29 | 0.875 | bicubic | -52.681 | -50.749 | -46 |
1259 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 24.958 | 75.042 | 43.292 | 56.708 | 3.05 | 1.000 | bicubic | -51.370 | -49.778 | +38 |
1260 | resnet34.gluon_in1k | 224 | 24.954 | 75.046 | 42.294 | 57.706 | 21.80 | 0.875 | bicubic | -49.620 | -49.694 | +90 |
1261 | dla60.in1k | 224 | 24.927 | 75.073 | 43.326 | 56.674 | 22.04 | 0.875 | bilinear | -52.119 | -49.992 | -4 |
1262 | mobilenetv2_120d.ra_in1k | 224 | 24.921 | 75.079 | 43.039 | 56.961 | 5.83 | 0.875 | bicubic | -52.377 | -50.477 | -23 |
1263 | cs3darknet_m.c2ns_in1k | 256 | 24.895 | 75.105 | 43.117 | 56.883 | 9.31 | 0.887 | bicubic | -52.087 | -50.485 | -2 |
1264 | convnextv2_atto.fcmae_ft_in1k | 288 | 24.878 | 75.122 | 42.487 | 57.513 | 3.71 | 0.950 | bicubic | -52.912 | -51.203 | -56 |
1265 | resnet34.bt_in1k | 288 | 24.836 | 75.164 | 42.101 | 57.899 | 21.80 | 0.950 | bicubic | -51.672 | -51.243 | +24 |
1266 | regnety_016.pycls_in1k | 224 | 24.813 | 75.187 | 42.618 | 57.382 | 11.20 | 0.875 | bicubic | -53.095 | -51.106 | -69 |
1267 | seresnet50.a3_in1k | 224 | 24.809 | 75.191 | 42.101 | 57.899 | 28.09 | 0.950 | bicubic | -52.227 | -50.971 | -9 |
1268 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 24.797 | 75.203 | 43.487 | 56.513 | 4.23 | 0.950 | bicubic | -51.289 | -49.525 | +33 |
1269 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 24.795 | 75.205 | 43.457 | 56.543 | 4.23 | 0.875 | bicubic | -50.589 | -48.855 | +57 |
1270 | resnet34.a3_in1k | 160 | 24.748 | 75.252 | 42.583 | 57.417 | 21.80 | 0.950 | bicubic | -45.824 | -46.939 | +141 |
1271 | pit_ti_distilled_224.in1k | 224 | 24.722 | 75.278 | 43.190 | 56.810 | 5.10 | 0.900 | bicubic | -49.556 | -48.738 | +84 |
1272 | seresnext26ts.ch_in1k | 256 | 24.703 | 75.297 | 43.098 | 56.902 | 10.39 | 0.900 | bicubic | -53.153 | -50.692 | -72 |
1273 | eca_resnext26ts.ch_in1k | 256 | 24.669 | 75.331 | 42.868 | 57.132 | 10.30 | 0.900 | bicubic | -52.773 | -50.708 | -41 |
1274 | cs3darknet_m.c2ns_in1k | 288 | 24.640 | 75.360 | 43.009 | 56.991 | 9.31 | 0.950 | bicubic | -52.988 | -51.009 | -58 |
1275 | resnet50.bt_in1k | 288 | 24.595 | 75.405 | 41.478 | 58.522 | 25.56 | 0.950 | bicubic | -55.057 | -53.430 | -249 |
1276 | eca_resnext26ts.ch_in1k | 288 | 24.593 | 75.407 | 42.536 | 57.464 | 10.30 | 1.000 | bicubic | -53.423 | -51.396 | -91 |
1277 | tf_efficientnet_lite2.in1k | 260 | 24.575 | 75.425 | 42.264 | 57.736 | 6.09 | 0.890 | bicubic | -52.897 | -51.480 | -48 |
1278 | regnetx_016.pycls_in1k | 224 | 24.563 | 75.437 | 42.496 | 57.504 | 9.19 | 0.875 | bicubic | -52.361 | -50.934 | -12 |
1279 | mobilevitv2_100.cvnets_in1k | 256 | 24.552 | 75.448 | 42.954 | 57.046 | 4.90 | 0.888 | bicubic | -53.540 | -51.214 | -102 |
1280 | seresnext26ts.ch_in1k | 288 | 24.522 | 75.478 | 42.650 | 57.350 | 10.39 | 1.000 | bicubic | -53.770 | -51.426 | -118 |
1281 | skresnet18.ra_in1k | 224 | 24.487 | 75.513 | 42.561 | 57.439 | 11.96 | 0.875 | bicubic | -48.533 | -48.613 | +96 |
1282 | hardcorenas_a.miil_green_in1k | 224 | 24.390 | 75.610 | 43.349 | 56.651 | 5.26 | 0.875 | bilinear | -51.536 | -49.137 | +24 |
1283 | tf_efficientnet_lite0.in1k | 224 | 24.381 | 75.620 | 42.490 | 57.510 | 4.65 | 0.875 | bicubic | -50.466 | -49.690 | +59 |
1284 | convnext_atto.d2_in1k | 224 | 24.369 | 75.631 | 42.349 | 57.651 | 3.70 | 0.875 | bicubic | -51.299 | -50.563 | +28 |
1285 | hrnet_w18.ms_aug_in1k | 224 | 24.337 | 75.663 | 42.866 | 57.134 | 21.30 | 0.950 | bilinear | -53.779 | -51.196 | -110 |
1286 | efficientvit_m4.r224_in1k | 224 | 24.290 | 75.710 | 41.791 | 58.209 | 8.80 | 0.875 | bicubic | -50.056 | -50.193 | +67 |
1287 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 24.255 | 75.745 | 42.551 | 57.449 | 3.77 | 0.950 | bicubic | -50.389 | -49.471 | +59 |
1288 | gcresnext26ts.ch_in1k | 288 | 24.190 | 75.810 | 41.347 | 58.653 | 10.48 | 1.000 | bicubic | -54.248 | -52.687 | -136 |
1289 | convnext_atto_ols.a2_in1k | 224 | 24.159 | 75.841 | 42.050 | 57.950 | 3.70 | 0.875 | bicubic | -51.743 | -50.794 | +19 |
1290 | tf_efficientnet_b1.in1k | 240 | 24.119 | 75.881 | 41.520 | 58.480 | 7.79 | 0.882 | bicubic | -54.439 | -52.582 | -155 |
1291 | resnet18.a1_in1k | 224 | 24.072 | 75.928 | 40.919 | 59.081 | 11.69 | 0.950 | bicubic | -47.416 | -49.157 | +110 |
1292 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 24.064 | 75.936 | 42.035 | 57.965 | 3.05 | 1.000 | bicubic | -53.756 | -51.995 | -87 |
1293 | resnet50.tv_in1k | 224 | 24.064 | 75.936 | 41.329 | 58.671 | 25.56 | 0.875 | bilinear | -52.092 | -51.537 | +6 |
1294 | levit_128s.fb_dist_in1k | 224 | 24.037 | 75.963 | 40.983 | 59.017 | 7.78 | 0.900 | bicubic | -52.485 | -51.891 | -6 |
1295 | levit_conv_128s.fb_dist_in1k | 224 | 24.035 | 75.965 | 40.983 | 59.017 | 7.78 | 0.900 | bicubic | -52.499 | -51.899 | -9 |
1296 | legacy_seresnet34.in1k | 224 | 24.017 | 75.983 | 41.909 | 58.091 | 21.96 | 0.875 | bilinear | -50.771 | -50.225 | +46 |
1297 | gcresnext26ts.ch_in1k | 256 | 24.017 | 75.983 | 41.372 | 58.628 | 10.48 | 0.900 | bicubic | -53.799 | -52.450 | -90 |
1298 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 24.001 | 75.999 | 42.284 | 57.716 | 3.05 | 1.000 | bicubic | -51.467 | -50.386 | +25 |
1299 | repghostnet_130.in1k | 224 | 23.966 | 76.034 | 41.671 | 58.329 | 5.48 | 0.875 | bicubic | -52.400 | -51.227 | -5 |
1300 | resnet18d.ra2_in1k | 224 | 23.944 | 76.056 | 42.282 | 57.718 | 11.71 | 0.875 | bicubic | -48.324 | -48.400 | +90 |
1301 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 23.925 | 76.075 | 41.732 | 58.268 | 3.77 | 0.875 | bicubic | -49.805 | -49.694 | +65 |
1302 | efficientnet_lite0.ra_in1k | 224 | 23.905 | 76.095 | 42.131 | 57.869 | 4.65 | 0.875 | bicubic | -51.585 | -50.383 | +20 |
1303 | resnext26ts.ra2_in1k | 256 | 23.881 | 76.119 | 41.119 | 58.881 | 10.30 | 0.900 | bicubic | -52.893 | -52.019 | -30 |
1304 | efficientnet_es_pruned.in1k | 224 | 23.858 | 76.142 | 42.005 | 57.995 | 5.44 | 0.875 | bicubic | -51.142 | -50.443 | +34 |
1305 | densenet121.tv_in1k | 224 | 23.838 | 76.162 | 41.932 | 58.068 | 7.98 | 0.875 | bicubic | -50.910 | -50.222 | +39 |
1306 | regnetx_008.tv2_in1k | 224 | 23.771 | 76.229 | 40.716 | 59.284 | 7.26 | 0.965 | bicubic | -53.517 | -52.946 | -65 |
1307 | resnet26t.ra2_in1k | 320 | 23.746 | 76.254 | 41.345 | 58.655 | 16.01 | 1.000 | bicubic | -54.584 | -52.701 | -148 |
1308 | mobilenetv2_140.ra_in1k | 224 | 23.693 | 76.307 | 41.459 | 58.541 | 6.11 | 0.875 | bicubic | -52.835 | -51.549 | -21 |
1309 | mixnet_m.ft_in1k | 224 | 23.687 | 76.313 | 41.170 | 58.830 | 5.01 | 0.875 | bicubic | -53.587 | -52.258 | -66 |
1310 | dla34.in1k | 224 | 23.685 | 76.315 | 41.555 | 58.445 | 15.74 | 0.875 | bilinear | -50.947 | -50.497 | +38 |
1311 | legacy_seresnet50.in1k | 224 | 23.640 | 76.360 | 40.105 | 59.895 | 28.09 | 0.875 | bilinear | -54.004 | -53.615 | -97 |
1312 | convnext_atto.d2_in1k | 288 | 23.612 | 76.388 | 41.093 | 58.907 | 3.70 | 0.950 | bicubic | -53.402 | -52.609 | -53 |
1313 | resnext26ts.ra2_in1k | 288 | 23.606 | 76.394 | 40.930 | 59.070 | 10.30 | 1.000 | bicubic | -53.576 | -52.544 | -65 |
1314 | ese_vovnet19b_dw.ra_in1k | 224 | 23.543 | 76.457 | 41.276 | 58.724 | 6.54 | 0.875 | bicubic | -53.255 | -51.996 | -43 |
1315 | resnet34.tv_in1k | 224 | 23.494 | 76.506 | 41.380 | 58.620 | 21.80 | 0.875 | bilinear | -49.804 | -50.042 | +58 |
1316 | tf_mixnet_m.in1k | 224 | 23.473 | 76.527 | 40.911 | 59.089 | 5.01 | 0.875 | bicubic | -53.491 | -52.257 | -54 |
1317 | selecsls42b.in1k | 224 | 23.400 | 76.600 | 40.661 | 59.339 | 32.46 | 0.875 | bicubic | -53.786 | -52.731 | -70 |
1318 | efficientvit_m3.r224_in1k | 224 | 23.396 | 76.604 | 40.514 | 59.486 | 6.90 | 0.875 | bicubic | -50.012 | -50.834 | +52 |
1319 | tf_efficientnet_em.in1k | 240 | 23.388 | 76.612 | 40.415 | 59.585 | 6.90 | 0.882 | bicubic | -54.748 | -53.647 | -145 |
1320 | resnet34.a3_in1k | 224 | 23.355 | 76.645 | 40.138 | 59.862 | 21.80 | 0.950 | bicubic | -49.627 | -50.978 | +59 |
1321 | repvgg_b0.rvgg_in1k | 224 | 23.339 | 76.661 | 41.260 | 58.740 | 15.82 | 0.875 | bilinear | -51.823 | -50.910 | +9 |
1322 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 23.272 | 76.728 | 41.459 | 58.541 | 3.05 | 1.000 | bicubic | -49.046 | -49.367 | +66 |
1323 | regnety_004.tv2_in1k | 224 | 23.260 | 76.740 | 40.873 | 59.127 | 4.34 | 0.965 | bicubic | -52.328 | -51.825 | -6 |
1324 | convnext_atto_ols.a2_in1k | 288 | 23.137 | 76.863 | 40.897 | 59.103 | 3.70 | 0.950 | bicubic | -54.083 | -52.803 | -78 |
1325 | resnet18.a1_in1k | 288 | 23.074 | 76.926 | 39.572 | 60.428 | 11.69 | 1.000 | bicubic | -50.090 | -51.482 | +50 |
1326 | mobilenetv2_110d.ra_in1k | 224 | 23.070 | 76.930 | 40.749 | 59.251 | 4.52 | 0.875 | bicubic | -51.984 | -51.437 | +11 |
1327 | vit_base_patch32_224.sam_in1k | 224 | 23.054 | 76.946 | 39.592 | 60.408 | 88.22 | 0.900 | bicubic | -50.652 | -51.420 | +40 |
1328 | tinynet_b.in1k | 188 | 23.040 | 76.960 | 40.987 | 59.013 | 3.73 | 0.875 | bicubic | -51.926 | -51.209 | +11 |
1329 | resnet18d.ra2_in1k | 288 | 23.025 | 76.975 | 41.123 | 58.877 | 11.71 | 0.950 | bicubic | -50.769 | -50.711 | +36 |
1330 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 22.960 | 77.040 | 41.062 | 58.938 | 3.77 | 0.950 | bicubic | -51.330 | -51.050 | +24 |
1331 | repghostnet_111.in1k | 224 | 22.887 | 77.113 | 40.508 | 59.492 | 4.54 | 0.875 | bicubic | -52.181 | -51.676 | +4 |
1332 | mobileone_s1.apple_in1k | 224 | 22.830 | 77.170 | 39.887 | 60.113 | 4.83 | 0.900 | bilinear | -52.944 | -52.901 | -22 |
1333 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 22.712 | 77.288 | 40.775 | 59.225 | 5.91 | 0.900 | bicubic | -51.828 | -51.119 | +18 |
1334 | mobilenetv3_large_100.ra_in1k | 224 | 22.691 | 77.309 | 40.710 | 59.290 | 5.48 | 0.875 | bicubic | -53.095 | -51.818 | -25 |
1335 | repvgg_a1.rvgg_in1k | 224 | 22.653 | 77.347 | 39.881 | 60.119 | 14.09 | 0.875 | bilinear | -51.815 | -51.959 | +17 |
1336 | mobilenetv3_rw.rmsp_in1k | 224 | 22.632 | 77.368 | 40.406 | 59.594 | 5.48 | 0.875 | bicubic | -52.982 | -52.292 | -21 |
1337 | ghostnetv2_100.in1k | 224 | 22.614 | 77.386 | 40.058 | 59.942 | 6.16 | 0.875 | bicubic | -52.562 | -52.276 | -8 |
1338 | mobilevit_s.cvnets_in1k | 256 | 22.606 | 77.394 | 38.863 | 61.137 | 5.58 | 0.900 | bicubic | -55.696 | -55.303 | -177 |
1339 | edgenext_x_small.in1k | 288 | 22.592 | 77.408 | 39.515 | 60.485 | 2.34 | 1.000 | bicubic | -53.114 | -53.245 | -28 |
1340 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 22.553 | 77.447 | 40.610 | 59.390 | 3.77 | 0.875 | bicubic | -50.883 | -50.732 | +28 |
1341 | tf_mobilenetv3_large_100.in1k | 224 | 22.553 | 77.447 | 39.765 | 60.235 | 5.48 | 0.875 | bilinear | -52.961 | -52.837 | -19 |
1342 | tf_efficientnet_b0.in1k | 224 | 22.553 | 77.447 | 39.596 | 60.404 | 5.29 | 0.875 | bicubic | -53.983 | -53.414 | -57 |
1343 | xcit_nano_12_p8_224.fb_in1k | 224 | 22.504 | 77.496 | 40.795 | 59.205 | 3.05 | 1.000 | bicubic | -51.396 | -51.351 | +20 |
1344 | tf_efficientnet_es.in1k | 224 | 22.425 | 77.575 | 39.114 | 60.886 | 5.44 | 0.875 | bicubic | -54.183 | -54.062 | -63 |
1345 | hrnet_w18_small_v2.ms_in1k | 224 | 22.368 | 77.632 | 39.938 | 60.062 | 15.60 | 0.875 | bilinear | -52.730 | -52.480 | -11 |
1346 | convit_tiny.fb_in1k | 224 | 22.264 | 77.736 | 39.678 | 60.322 | 5.71 | 0.875 | bicubic | -50.862 | -52.011 | +30 |
1347 | regnetx_004_tv.tv2_in1k | 224 | 22.242 | 77.757 | 39.120 | 60.880 | 5.50 | 0.965 | bicubic | -52.342 | -53.050 | +2 |
1348 | edgenext_x_small.in1k | 256 | 22.188 | 77.812 | 39.044 | 60.956 | 2.34 | 0.900 | bicubic | -52.692 | -53.260 | -7 |
1349 | regnety_008.pycls_in1k | 224 | 22.131 | 77.870 | 38.985 | 61.015 | 6.26 | 0.875 | bicubic | -54.204 | -54.075 | -53 |
1350 | ese_vovnet19b_dw.ra_in1k | 288 | 22.093 | 77.907 | 39.480 | 60.520 | 6.54 | 0.950 | bicubic | -55.705 | -54.298 | -143 |
1351 | seresnext26t_32x4d.bt_in1k | 224 | 22.015 | 77.985 | 38.501 | 61.499 | 16.81 | 0.875 | bicubic | -55.965 | -55.249 | -161 |
1352 | regnetx_008.pycls_in1k | 224 | 21.981 | 78.019 | 38.920 | 61.080 | 7.26 | 0.875 | bicubic | -53.081 | -53.420 | -16 |
1353 | regnety_006.pycls_in1k | 224 | 21.960 | 78.040 | 38.951 | 61.049 | 6.06 | 0.875 | bicubic | -53.302 | -53.575 | -25 |
1354 | semnasnet_100.rmsp_in1k | 224 | 21.956 | 78.044 | 38.702 | 61.298 | 3.89 | 0.875 | bicubic | -53.508 | -53.910 | -30 |
1355 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 21.938 | 78.062 | 39.433 | 60.567 | 6.36 | 1.000 | bicubic | -54.024 | -53.843 | -50 |
1356 | resnet26d.bt_in1k | 224 | 21.936 | 78.064 | 38.631 | 61.369 | 16.01 | 0.875 | bicubic | -54.762 | -54.525 | -80 |
1357 | resnet18.a2_in1k | 224 | 21.873 | 78.127 | 38.466 | 61.534 | 11.69 | 0.950 | bicubic | -48.761 | -51.020 | +53 |
1358 | pit_ti_224.in1k | 224 | 21.857 | 78.143 | 39.517 | 60.483 | 4.85 | 0.900 | bicubic | -51.067 | -51.895 | +23 |
1359 | pvt_v2_b0.in1k | 224 | 21.840 | 78.160 | 40.140 | 59.860 | 3.67 | 0.900 | bicubic | -48.816 | -50.072 | +50 |
1360 | regnetx_006.pycls_in1k | 224 | 21.745 | 78.255 | 38.940 | 61.060 | 6.20 | 0.875 | bicubic | -52.139 | -52.726 | +4 |
1361 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 21.712 | 78.288 | 39.321 | 60.679 | 5.79 | 1.000 | bicubic | -56.734 | -55.231 | -212 |
1362 | crossvit_9_240.in1k | 240 | 21.702 | 78.298 | 39.262 | 60.738 | 8.55 | 0.875 | bicubic | -52.274 | -52.714 | -2 |
1363 | vgg19_bn.tv_in1k | 224 | 21.637 | 78.363 | 39.285 | 60.715 | 143.68 | 0.875 | bilinear | -52.599 | -52.558 | -7 |
1364 | semnasnet_075.rmsp_in1k | 224 | 21.592 | 78.408 | 38.947 | 61.053 | 2.91 | 0.875 | bicubic | -51.416 | -52.179 | +14 |
1365 | resnet18.gluon_in1k | 224 | 21.559 | 78.441 | 38.891 | 61.109 | 11.69 | 0.875 | bicubic | -49.285 | -50.859 | +42 |
1366 | mobilevitv2_075.cvnets_in1k | 256 | 21.549 | 78.451 | 38.608 | 61.392 | 2.87 | 0.888 | bicubic | -54.055 | -54.146 | -50 |
1367 | fbnetc_100.rmsp_in1k | 224 | 21.549 | 78.451 | 38.148 | 61.852 | 5.57 | 0.875 | bilinear | -53.565 | -54.234 | -35 |
1368 | repghostnet_100.in1k | 224 | 21.490 | 78.510 | 38.696 | 61.304 | 4.07 | 0.875 | bicubic | -52.710 | -52.854 | -11 |
1369 | xcit_nano_12_p16_224.fb_in1k | 224 | 21.449 | 78.551 | 39.787 | 60.213 | 3.05 | 1.000 | bicubic | -48.533 | -49.995 | +46 |
1370 | mixnet_s.ft_in1k | 224 | 21.417 | 78.583 | 38.228 | 61.772 | 4.13 | 0.875 | bicubic | -54.585 | -54.572 | -68 |
1371 | ghostnet_100.in1k | 224 | 21.376 | 78.624 | 38.128 | 61.872 | 5.18 | 0.875 | bicubic | -52.584 | -53.414 | -10 |
1372 | mnasnet_100.rmsp_in1k | 224 | 21.370 | 78.630 | 37.725 | 62.275 | 4.38 | 0.875 | bicubic | -53.292 | -54.383 | -27 |
1373 | resnet26.bt_in1k | 224 | 21.295 | 78.705 | 38.030 | 61.970 | 16.00 | 0.875 | bicubic | -53.997 | -54.542 | -46 |
1374 | seresnext26d_32x4d.bt_in1k | 224 | 21.291 | 78.709 | 37.326 | 62.674 | 16.81 | 0.875 | bicubic | -56.295 | -56.284 | -154 |
1375 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 21.290 | 78.710 | 39.126 | 60.874 | 11.69 | 0.875 | bilinear | -51.346 | -52.290 | +7 |
1376 | lcnet_100.ra2_in1k | 224 | 21.284 | 78.716 | 38.891 | 61.109 | 2.95 | 0.875 | bicubic | -50.844 | -51.477 | +18 |
1377 | legacy_seresnext26_32x4d.in1k | 224 | 21.087 | 78.913 | 37.641 | 62.359 | 16.79 | 0.875 | bicubic | -56.013 | -55.691 | -124 |
1378 | crossvit_tiny_240.in1k | 240 | 21.050 | 78.950 | 38.061 | 61.939 | 7.01 | 0.875 | bicubic | -52.280 | -53.849 | -6 |
1379 | efficientvit_m2.r224_in1k | 224 | 21.046 | 78.954 | 37.676 | 62.324 | 4.19 | 0.875 | bicubic | -49.754 | -52.484 | +29 |
1380 | repvgg_a0.rvgg_in1k | 224 | 20.993 | 79.007 | 37.601 | 62.399 | 9.11 | 0.875 | bilinear | -51.431 | -52.913 | +4 |
1381 | resnet18.a2_in1k | 288 | 20.948 | 79.052 | 36.847 | 63.153 | 11.69 | 1.000 | bicubic | -51.414 | -53.769 | +5 |
1382 | regnetx_004.pycls_in1k | 224 | 20.906 | 79.094 | 37.562 | 62.438 | 5.16 | 0.875 | bicubic | -51.526 | -53.286 | +1 |
1383 | seresnext26t_32x4d.bt_in1k | 288 | 20.871 | 79.129 | 36.371 | 63.629 | 16.81 | 0.950 | bicubic | -57.867 | -57.945 | -263 |
1384 | spnasnet_100.rmsp_in1k | 224 | 20.849 | 79.151 | 37.922 | 62.078 | 4.42 | 0.875 | bilinear | -53.233 | -53.906 | -26 |
1385 | legacy_seresnet18.in1k | 224 | 20.830 | 79.170 | 37.633 | 62.367 | 11.78 | 0.875 | bicubic | -50.912 | -52.707 | +13 |
1386 | mobilenetv2_100.ra_in1k | 224 | 20.761 | 79.239 | 37.780 | 62.220 | 3.50 | 0.875 | bicubic | -52.175 | -53.222 | -6 |
1387 | tf_mixnet_s.in1k | 224 | 20.464 | 79.536 | 36.629 | 63.371 | 4.13 | 0.875 | bicubic | -55.188 | -55.999 | -73 |
1388 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 20.462 | 79.538 | 37.615 | 62.385 | 5.72 | 0.900 | bicubic | -54.990 | -55.239 | -63 |
1389 | regnety_004.pycls_in1k | 224 | 20.427 | 79.573 | 37.030 | 62.970 | 4.34 | 0.875 | bicubic | -53.579 | -54.726 | -30 |
1390 | tf_mobilenetv3_large_075.in1k | 224 | 20.403 | 79.597 | 36.800 | 63.200 | 3.99 | 0.875 | bilinear | -53.045 | -54.544 | -22 |
1391 | hrnet_w18_small.gluon_in1k | 224 | 20.397 | 79.603 | 37.018 | 62.982 | 13.19 | 0.875 | bicubic | -53.535 | -54.154 | -29 |
1392 | hrnet_w18_small.ms_in1k | 224 | 20.352 | 79.648 | 37.089 | 62.911 | 13.19 | 0.875 | bilinear | -51.982 | -53.597 | -5 |
1393 | resnet26d.bt_in1k | 288 | 20.273 | 79.727 | 36.356 | 63.644 | 16.01 | 0.950 | bicubic | -57.151 | -57.274 | -160 |
1394 | resnet18.tv_in1k | 224 | 20.238 | 79.762 | 37.258 | 62.742 | 11.69 | 0.875 | bilinear | -49.514 | -51.822 | +23 |
1395 | mixer_l16_224.goog_in21k_ft_in1k | 224 | 20.142 | 79.858 | 32.966 | 67.034 | 208.20 | 0.875 | bicubic | -51.948 | -54.684 | 0 |
1396 | deit_tiny_patch16_224.fb_in1k | 224 | 20.132 | 79.868 | 37.576 | 62.424 | 5.72 | 0.900 | bicubic | -52.064 | -53.524 | -3 |
1397 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 20.130 | 79.870 | 36.914 | 63.086 | 3.92 | 0.875 | bilinear | -52.140 | -53.748 | -8 |
1398 | seresnext26d_32x4d.bt_in1k | 288 | 20.063 | 79.937 | 35.241 | 64.759 | 16.81 | 0.950 | bicubic | -58.763 | -59.017 | -287 |
1399 | efficientvit_m1.r224_in1k | 224 | 19.975 | 80.025 | 36.481 | 63.519 | 2.98 | 0.875 | bicubic | -48.377 | -52.203 | +24 |
1400 | vgg16_bn.tv_in1k | 224 | 19.965 | 80.035 | 36.316 | 63.684 | 138.37 | 0.875 | bilinear | -53.391 | -55.184 | -29 |
1401 | resnet26.bt_in1k | 288 | 19.759 | 80.241 | 35.849 | 64.151 | 16.00 | 0.950 | bicubic | -56.619 | -57.327 | -108 |
1402 | resnet18.a3_in1k | 160 | 19.700 | 80.300 | 35.416 | 64.584 | 11.69 | 0.950 | bicubic | -45.964 | -50.862 | +34 |
1403 | repghostnet_080.in1k | 224 | 19.476 | 80.524 | 35.953 | 64.047 | 3.28 | 0.875 | bicubic | -52.760 | -54.537 | -11 |
1404 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 19.356 | 80.644 | 36.102 | 63.898 | 6.34 | 0.900 | bicubic | -52.464 | -54.712 | -7 |
1405 | mobileone_s0.apple_in1k | 224 | 19.301 | 80.699 | 35.336 | 64.664 | 5.29 | 0.875 | bilinear | -52.097 | -54.528 | -2 |
1406 | tinynet_c.in1k | 184 | 19.299 | 80.701 | 36.016 | 63.984 | 2.46 | 0.875 | bicubic | -51.925 | -53.730 | -1 |
1407 | edgenext_xx_small.in1k | 288 | 18.870 | 81.129 | 35.181 | 64.820 | 1.33 | 1.000 | bicubic | -53.015 | -55.354 | -11 |
1408 | edgenext_xx_small.in1k | 256 | 18.611 | 81.389 | 34.699 | 65.301 | 1.33 | 0.900 | bicubic | -52.505 | -55.341 | -2 |
1409 | efficientvit_b0.r224_in1k | 224 | 18.472 | 81.528 | 33.237 | 66.763 | 3.41 | 0.950 | bicubic | -52.932 | -56.197 | -7 |
1410 | resnet18.a3_in1k | 224 | 18.434 | 81.566 | 33.445 | 66.555 | 11.69 | 0.950 | bicubic | -49.812 | -54.713 | +15 |
1411 | mobilevit_xs.cvnets_in1k | 256 | 18.340 | 81.660 | 33.235 | 66.765 | 2.32 | 0.900 | bicubic | -56.292 | -59.113 | -64 |
1412 | lcnet_075.ra2_in1k | 224 | 18.114 | 81.886 | 34.363 | 65.637 | 2.36 | 0.875 | bicubic | -50.670 | -54.025 | +9 |
1413 | vgg19.tv_in1k | 224 | 17.931 | 82.069 | 33.066 | 66.934 | 143.67 | 0.875 | bilinear | -54.469 | -57.812 | -28 |
1414 | vgg13_bn.tv_in1k | 224 | 17.819 | 82.181 | 34.047 | 65.953 | 133.05 | 0.875 | bilinear | -53.737 | -56.325 | -14 |
1415 | resnet10t.c3_in1k | 176 | 17.646 | 82.354 | 33.512 | 66.488 | 5.44 | 0.875 | bicubic | -49.078 | -53.462 | +16 |
1416 | vgg16.tv_in1k | 224 | 17.536 | 82.464 | 32.756 | 67.244 | 138.36 | 0.875 | bilinear | -54.064 | -57.642 | -17 |
1417 | regnety_002.pycls_in1k | 224 | 17.456 | 82.544 | 32.461 | 67.539 | 3.16 | 0.875 | bicubic | -52.838 | -57.073 | -4 |
1418 | vgg11_bn.tv_in1k | 224 | 17.395 | 82.605 | 32.952 | 67.048 | 132.87 | 0.875 | bilinear | -52.989 | -56.856 | -6 |
1419 | resnet14t.c3_in1k | 176 | 17.381 | 82.619 | 32.115 | 67.885 | 10.08 | 0.875 | bicubic | -53.937 | -57.565 | -15 |
1420 | mobilevitv2_050.cvnets_in1k | 256 | 17.348 | 82.652 | 33.007 | 66.993 | 1.37 | 0.888 | bicubic | -52.810 | -56.929 | -6 |
1421 | repghostnet_058.in1k | 224 | 17.198 | 82.802 | 32.630 | 67.370 | 2.55 | 0.875 | bicubic | -51.736 | -55.756 | -2 |
1422 | regnetx_002.pycls_in1k | 224 | 16.972 | 83.028 | 32.247 | 67.753 | 2.68 | 0.875 | bicubic | -51.788 | -56.317 | 0 |
1423 | mobilenetv3_small_100.lamb_in1k | 224 | 16.850 | 83.150 | 32.524 | 67.476 | 2.54 | 0.875 | bicubic | -50.788 | -55.126 | +5 |
1424 | mobilenetv2_050.lamb_in1k | 224 | 16.721 | 83.279 | 31.897 | 68.103 | 1.97 | 0.875 | bicubic | -49.209 | -54.205 | +10 |
1425 | resnet10t.c3_in1k | 224 | 16.709 | 83.291 | 32.139 | 67.861 | 5.44 | 0.950 | bicubic | -51.637 | -55.883 | -1 |
1426 | tinynet_d.in1k | 152 | 16.695 | 83.305 | 32.477 | 67.523 | 2.34 | 0.875 | bicubic | -50.271 | -54.587 | +4 |
1427 | efficientvit_m0.r224_in1k | 224 | 16.652 | 83.348 | 31.946 | 68.054 | 2.35 | 0.875 | bicubic | -46.642 | -53.204 | +12 |
1428 | mnasnet_small.lamb_in1k | 224 | 16.628 | 83.372 | 31.889 | 68.111 | 2.03 | 0.875 | bicubic | -49.568 | -54.583 | +4 |
1429 | dla60x_c.in1k | 224 | 16.316 | 83.684 | 31.747 | 68.252 | 1.32 | 0.875 | bilinear | -51.612 | -56.678 | -2 |
1430 | tf_mobilenetv3_small_100.in1k | 224 | 16.273 | 83.727 | 31.119 | 68.881 | 2.54 | 0.875 | bilinear | -51.659 | -56.565 | -4 |
1431 | vgg13.tv_in1k | 224 | 16.125 | 83.875 | 30.989 | 69.011 | 133.05 | 0.875 | bilinear | -53.815 | -58.267 | -15 |
1432 | resnet14t.c3_in1k | 224 | 15.999 | 84.001 | 30.040 | 69.960 | 10.08 | 0.950 | bicubic | -56.243 | -60.278 | -41 |
1433 | vgg11.tv_in1k | 224 | 15.715 | 84.285 | 30.464 | 69.536 | 132.86 | 0.875 | bilinear | -53.333 | -58.168 | -15 |
1434 | repghostnet_050.in1k | 224 | 15.601 | 84.399 | 30.221 | 69.779 | 2.31 | 0.875 | bicubic | -51.379 | -56.719 | -5 |
1435 | mobilenetv3_small_075.lamb_in1k | 224 | 14.993 | 85.007 | 29.743 | 70.257 | 2.04 | 0.875 | bicubic | -50.273 | -55.723 | +2 |
1436 | tf_mobilenetv3_small_075.in1k | 224 | 14.968 | 85.032 | 29.647 | 70.353 | 2.04 | 0.875 | bilinear | -50.764 | -56.495 | -1 |
1437 | dla46_c.in1k | 224 | 14.744 | 85.256 | 29.354 | 70.646 | 1.30 | 0.875 | bilinear | -50.136 | -56.976 | +1 |
1438 | mobilevit_xxs.cvnets_in1k | 256 | 14.565 | 85.435 | 28.725 | 71.275 | 1.27 | 0.900 | bicubic | -54.363 | -60.215 | -18 |
1439 | dla46x_c.in1k | 224 | 14.402 | 85.598 | 29.236 | 70.764 | 1.07 | 0.875 | bilinear | -51.606 | -57.710 | -6 |
1440 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 14.257 | 85.743 | 28.666 | 71.334 | 2.04 | 0.875 | bilinear | -48.637 | -55.618 | +1 |
1441 | lcnet_050.ra2_in1k | 224 | 14.237 | 85.763 | 28.531 | 71.469 | 1.88 | 0.875 | bicubic | -48.893 | -55.869 | -1 |
1442 | tinynet_e.in1k | 106 | 12.743 | 87.257 | 26.495 | 73.505 | 2.04 | 0.875 | bicubic | -47.131 | -55.275 | 0 |
1443 | mobilenetv3_small_050.lamb_in1k | 224 | 11.004 | 88.996 | 23.416 | 76.584 | 1.59 | 0.875 | bicubic | -46.920 | -56.726 | 0 |
1444 | test_byobnet.r160_in1k | 160 | 7.469 | 92.531 | 17.552 | 82.448 | 0.46 | 0.875 | bicubic | -37.931 | -53.058 | +1 |
1445 | test_efficientnet.r160_in1k | 160 | 7.206 | 92.794 | 16.758 | 83.242 | 0.36 | 0.875 | bicubic | -39.218 | -54.200 | -1 |
1446 | test_vit.r160_in1k | 160 | 4.814 | 95.186 | 11.802 | 88.198 | 0.37 | 0.875 | bicubic | -36.018 | -55.404 | 0 |