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140 KiB
140 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 | 71.182 | 28.818 | 90.308 | 9.692 | 1,013.01 | 1.000 | bicubic | -18.280 | -8.520 | +6 |
3 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 70.664 | 29.336 | 89.849 | 10.152 | 305.08 | 1.000 | bicubic | -19.390 | -9.207 | -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 | 70.066 | 29.934 | 89.770 | 10.230 | 1,012.56 | 0.900 | bicubic | -18.820 | -8.910 | +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 | 87.492 | 12.508 | 305.08 | 1.000 | bicubic | -22.407 | -11.520 | -5 |
9 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 67.484 | 32.516 | 87.433 | 12.567 | 1,014.45 | 1.000 | bicubic | -22.312 | -11.557 | -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 | 66.979 | 33.021 | 87.445 | 12.555 | 305.08 | 1.000 | bicubic | -22.653 | -11.509 | -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 | 65.319 | 34.681 | 86.856 | 13.144 | 632.05 | 1.000 | bicubic | -22.959 | -11.696 | +10 |
16 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 65.267 | 34.733 | 86.771 | 13.229 | 632.46 | 1.000 | bicubic | -23.361 | -11.899 | -1 |
17 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 65.071 | 34.929 | 86.288 | 13.712 | 200.13 | 1.000 | bicubic | -22.267 | -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 | 64.816 | 35.184 | 86.563 | 13.437 | 304.20 | 1.000 | bicubic | -22.482 | -11.665 | +44 |
20 | regnety_1280.swag_ft_in1k | 384 | 64.112 | 35.888 | 86.052 | 13.948 | 644.81 | 1.000 | bicubic | -24.114 | -12.632 | +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 | 62.047 | 37.953 | 84.333 | 15.667 | 304.20 | 1.000 | bicubic | -25.851 | -14.075 | +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 | 61.129 | 38.871 | 82.760 | 17.239 | 304.14 | 1.000 | bicubic | -26.827 | -15.720 | +11 |
28 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 60.933 | 39.067 | 82.136 | 17.864 | 304.53 | 1.000 | bicubic | -28.317 | -16.716 | -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 | +37 |
30 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 60.318 | 39.682 | 82.719 | 17.281 | 88.59 | 1.000 | bicubic | -25.866 | -14.955 | +103 |
31 | regnety_1280.swag_lc_in1k | 224 | 59.942 | 40.058 | 83.159 | 16.841 | 644.81 | 0.965 | bicubic | -26.026 | -14.691 | +126 |
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 | +81 |
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 | +73 |
35 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 58.533 | 41.467 | 80.809 | 19.191 | 87.12 | 1.000 | bicubic | -30.149 | -17.919 | -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 | +207 |
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 | 58.046 | 41.954 | 80.725 | 19.275 | 87.12 | 1.000 | bicubic | -30.220 | -17.845 | -12 |
39 | regnety_320.swag_ft_in1k | 384 | 57.932 | 42.068 | 81.491 | 18.509 | 145.05 | 1.000 | bicubic | -28.928 | -16.865 | +43 |
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 | 79.516 | 20.484 | 660.29 | 1.000 | bicubic | -31.001 | -19.224 | -30 |
42 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 57.678 | 42.322 | 79.882 | 20.118 | 194.03 | 0.875 | bilinear | -26.486 | -17.306 | +318 |
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 | +458 |
44 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 56.979 | 43.021 | 79.166 | 20.834 | 305.00 | 1.000 | bicubic | -31.423 | -19.442 | -23 |
45 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 56.889 | 43.111 | 79.976 | 20.024 | 86.86 | 1.000 | bicubic | -29.750 | -18.032 | +50 |
46 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 56.796 | 43.204 | 78.897 | 21.103 | 305.67 | 1.000 | bicubic | -31.800 | -19.759 | -28 |
47 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 56.446 | 43.554 | 78.974 | 21.026 | 88.79 | 0.875 | bilinear | -27.852 | -18.200 | +297 |
48 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 56.283 | 43.717 | 77.303 | 22.697 | 116.14 | 1.000 | bicubic | -31.527 | -21.075 | -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 | 56.152 | 43.848 | 78.685 | 21.315 | 475.77 | 1.000 | bicubic | -32.388 | -19.965 | -31 |
51 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 56.108 | 43.892 | 78.661 | 21.339 | 119.88 | 1.000 | bicubic | -32.106 | -19.877 | -20 |
52 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 55.794 | 44.206 | 77.645 | 22.355 | 632.13 | 1.000 | bicubic | -31.386 | -20.618 | +13 |
53 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 55.686 | 44.314 | 78.038 | 21.962 | 119.65 | 1.000 | bicubic | -32.242 | -20.499 | -14 |
54 | regnety_320.swag_lc_in1k | 224 | 55.442 | 44.558 | 79.748 | 20.252 | 145.05 | 0.965 | bicubic | -29.180 | -17.738 | +239 |
55 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 55.426 | 44.574 | 79.109 | 20.891 | 86.57 | 1.000 | bicubic | -30.068 | -18.463 | +143 |
56 | regnety_160.swag_ft_in1k | 384 | 55.165 | 44.835 | 79.329 | 20.671 | 83.59 | 1.000 | bicubic | -30.853 | -18.721 | +95 |
57 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 55.155 | 44.845 | 77.260 | 22.740 | 212.33 | 1.000 | bicubic | -33.081 | -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 | 55.004 | 44.996 | 76.775 | 23.225 | 350.20 | 1.000 | bicubic | -32.760 | -21.777 | -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 | +519 |
62 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 54.925 | 45.075 | 77.370 | 22.630 | 304.76 | 1.000 | bicubic | -32.809 | -21.138 | -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 | +9 |
66 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 54.234 | 45.766 | 77.221 | 22.779 | 75.26 | 1.000 | bicubic | -31.826 | -20.603 | +80 |
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 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 54.020 | 45.980 | 76.999 | 23.001 | 75.26 | 1.000 | bicubic | -32.143 | -20.871 | +66 |
69 | 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 | -36 |
70 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 53.782 | 46.218 | 75.158 | 24.842 | 116.14 | 0.950 | bicubic | -33.126 | -22.846 | +9 |
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 | +435 |
72 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 53.636 | 46.364 | 75.346 | 24.654 | 350.20 | 1.000 | bicubic | -33.308 | -22.958 | +5 |
73 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 53.505 | 46.495 | 75.680 | 24.320 | 86.86 | 1.000 | bicubic | -33.707 | -22.348 | -9 |
74 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 53.159 | 46.841 | 76.150 | 23.850 | 75.26 | 1.000 | bicubic | -33.139 | -21.790 | +48 |
75 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 53.112 | 46.888 | 76.684 | 23.316 | 86.86 | 1.000 | bicubic | -33.106 | -21.201 | +53 |
76 | regnety_160.swag_lc_in1k | 224 | 53.090 | 46.910 | 78.162 | 21.838 | 83.59 | 0.965 | bicubic | -30.718 | -18.498 | +336 |
77 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 53.015 | 46.985 | 76.050 | 23.950 | 75.26 | 1.000 | bicubic | -33.367 | -21.888 | +38 |
78 | 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 | -31 |
79 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 52.892 | 47.108 | 74.961 | 25.039 | 99.88 | 1.000 | bicubic | -34.710 | -23.471 | -30 |
80 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 52.803 | 47.197 | 74.755 | 25.245 | 304.72 | 1.000 | bicubic | -34.291 | -23.551 | -11 |
81 | 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 |
82 | 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 |
83 | convformer_b36.sail_in22k_ft_in1k | 224 | 52.730 | 47.270 | 74.908 | 25.092 | 99.88 | 1.000 | bicubic | -34.253 | -23.250 | -8 |
84 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 52.495 | 47.505 | 74.490 | 25.510 | 197.96 | 1.000 | bicubic | -34.973 | -23.840 | -29 |
85 | 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 | -26 |
86 | 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 | -33 |
87 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 52.210 | 47.790 | 73.916 | 26.084 | 350.20 | 1.000 | bicubic | -35.164 | -24.414 | -27 |
88 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 52.062 | 47.938 | 73.568 | 26.432 | 329.09 | 1.000 | bicubic | -34.122 | -24.360 | +44 |
89 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 51.842 | 48.158 | 73.743 | 26.257 | 304.33 | 0.900 | bicubic | -34.008 | -24.083 | +76 |
90 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 51.836 | 48.164 | 74.651 | 25.349 | 86.57 | 0.950 | bicubic | -34.374 | -23.105 | +39 |
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 | -6 |
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 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 51.371 | 48.629 | 73.527 | 26.473 | 88.72 | 1.000 | bicubic | -35.405 | -24.537 | -4 |
94 | 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 | 0 |
95 | 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 | -24 |
96 | convnext_large.fb_in22k_ft_in1k | 224 | 51.046 | 48.954 | 73.295 | 26.705 | 197.77 | 1.000 | bicubic | -35.726 | -24.799 | -6 |
97 | 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 | -43 |
98 | 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 | -31 |
99 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 51.001 | 48.999 | 74.804 | 25.196 | 86.57 | 0.900 | bicubic | -34.285 | -22.636 | +117 |
100 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 50.787 | 49.213 | 72.778 | 27.222 | 208.12 | 1.000 | bicubic | -34.773 | -24.672 | +91 |
101 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 50.765 | 49.235 | 73.647 | 26.353 | 149.39 | 1.000 | bicubic | -36.541 | -24.687 | -39 |
102 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 50.653 | 49.347 | 73.617 | 26.383 | 39.57 | 1.000 | bicubic | -33.733 | -23.049 | +231 |
103 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 50.604 | 49.396 | 73.639 | 26.361 | 39.57 | 1.000 | bicubic | -34.100 | -23.653 | +185 |
104 | 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 | +574 |
105 | 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 | -27 |
106 | 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 | -38 |
107 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 50.166 | 49.834 | 72.389 | 27.611 | 197.96 | 1.000 | bicubic | -37.328 | -25.971 | -57 |
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 | -24 |
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 | -37 |
110 | 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 | -10 |
111 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 49.759 | 50.241 | 72.124 | 27.876 | 208.12 | 1.000 | bicubic | -36.997 | -25.892 | -20 |
112 | 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 |
113 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 49.706 | 50.294 | 72.739 | 27.261 | 118.52 | 1.000 | bicubic | -36.126 | -25.031 | +55 |
114 | 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 |
115 | convnext_base.fb_in22k_ft_in1k | 224 | 49.691 | 50.309 | 72.782 | 27.218 | 88.59 | 1.000 | bicubic | -36.183 | -25.130 | +46 |
116 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 49.653 | 50.347 | 72.615 | 27.385 | 44.82 | 1.000 | bicubic | -36.711 | -25.281 | +1 |
117 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 49.520 | 50.480 | 72.330 | 27.670 | 25.56 | 0.875 | bilinear | -31.663 | -23.660 | +693 |
118 | 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 | -12 |
119 | convnextv2_huge.fcmae_ft_in1k | 224 | 49.510 | 50.490 | 70.310 | 29.690 | 660.29 | 1.000 | bicubic | -36.806 | -27.566 | +1 |
120 | hgnet_base.ssld_in1k | 224 | 49.423 | 50.577 | 71.367 | 28.633 | 71.58 | 1.000 | bicubic | -35.495 | -25.965 | +147 |
121 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 49.350 | 50.650 | 70.835 | 29.165 | 73.88 | 0.950 | bicubic | -37.190 | -27.061 | -20 |
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 | -49 |
123 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 49.134 | 50.866 | 71.389 | 28.611 | 57.05 | 1.000 | bicubic | -37.758 | -26.727 | -43 |
124 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 49.103 | 50.897 | 72.568 | 27.432 | 88.22 | 0.900 | bicubic | -33.527 | -23.636 | +473 |
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 | +12 |
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 | -7 |
127 | convnext_base.fb_in22k_ft_in1k | 288 | 48.954 | 51.046 | 71.705 | 28.295 | 88.59 | 1.000 | bicubic | -37.344 | -26.383 | -6 |
128 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 48.796 | 51.204 | 71.532 | 28.468 | 39.57 | 1.000 | bicubic | -36.128 | -25.982 | +137 |
129 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 48.788 | 51.212 | 72.051 | 27.949 | 118.52 | 1.000 | bicubic | -38.011 | -26.085 | -42 |
130 | 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 | -6 |
131 | 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 | -32 |
132 | 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 |
133 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 48.655 | 51.345 | 71.387 | 28.613 | 39.57 | 1.000 | bicubic | -36.495 | -26.213 | +101 |
134 | 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 | -23 |
135 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 48.472 | 51.528 | 71.513 | 28.488 | 39.30 | 1.000 | bicubic | -38.390 | -26.709 | -54 |
136 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 48.425 | 51.575 | 71.892 | 28.108 | 54.14 | 1.000 | bicubic | -36.343 | -25.542 | +146 |
137 | maxvit_base_tf_512.in1k | 512 | 48.246 | 51.754 | 70.844 | 29.156 | 119.88 | 1.000 | bicubic | -38.354 | -27.082 | -39 |
138 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 48.217 | 51.783 | 70.870 | 29.130 | 328.99 | 0.900 | bicubic | -36.215 | -26.282 | +185 |
139 | nextvit_large.bd_ssld_6m_in1k | 224 | 48.077 | 51.923 | 71.147 | 28.853 | 57.87 | 0.950 | bicubic | -37.447 | -26.529 | +56 |
140 | nextvit_base.bd_ssld_6m_in1k | 224 | 48.046 | 51.954 | 70.721 | 29.279 | 44.82 | 0.950 | bicubic | -37.136 | -26.873 | +90 |
141 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 48.002 | 51.998 | 69.650 | 30.350 | 64.11 | 0.950 | bicubic | -38.206 | -28.232 | -11 |
142 | 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 | +67 |
143 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 47.796 | 52.204 | 70.978 | 29.022 | 86.58 | 0.900 | bicubic | -38.040 | -26.796 | +24 |
144 | hrnet_w48_ssld.paddle_in1k | 224 | 47.743 | 52.257 | 69.679 | 30.321 | 77.47 | 1.000 | bilinear | -35.871 | -27.151 | +304 |
145 | tf_efficientnet_b7.ns_jft_in1k | 600 | 47.725 | 52.275 | 69.603 | 30.398 | 66.35 | 0.949 | bicubic | -39.125 | -28.477 | -62 |
146 | tf_efficientnet_b6.ns_jft_in1k | 528 | 47.719 | 52.281 | 69.903 | 30.097 | 43.04 | 0.942 | bicubic | -38.737 | -27.981 | -37 |
147 | 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 | -55 |
148 | 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 | +23 |
149 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 47.492 | 52.508 | 70.326 | 29.674 | 86.58 | 0.900 | bicubic | -38.736 | -27.514 | -22 |
150 | 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 |
151 | hgnet_base.ssld_in1k | 288 | 47.419 | 52.581 | 69.322 | 30.678 | 71.58 | 1.000 | bicubic | -38.059 | -28.311 | +49 |
152 | tf_efficientnet_l2.ns_jft_in1k | 800 | 47.395 | 52.605 | 69.838 | 30.162 | 480.31 | 0.960 | bicubic | -40.967 | -28.818 | -130 |
153 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 47.372 | 52.628 | 69.785 | 30.215 | 86.59 | 1.000 | bicubic | -38.356 | -27.961 | +25 |
154 | 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 | -44 |
155 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 47.150 | 52.850 | 69.489 | 30.512 | 40.01 | 1.000 | bicubic | -39.230 | -28.487 | -39 |
156 | maxvit_large_tf_512.in1k | 512 | 47.057 | 52.943 | 69.575 | 30.425 | 212.33 | 1.000 | bicubic | -39.477 | -28.305 | -54 |
157 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 46.961 | 53.039 | 69.819 | 30.181 | 93.59 | 1.000 | bicubic | -39.567 | -28.307 | -54 |
158 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 46.882 | 53.118 | 69.528 | 30.472 | 50.22 | 1.000 | bicubic | -38.896 | -27.992 | +15 |
159 | convnextv2_huge.fcmae_ft_in1k | 288 | 46.882 | 53.118 | 67.777 | 32.223 | 660.29 | 1.000 | bicubic | -39.736 | -30.191 | -63 |
160 | convformer_s36.sail_in22k_ft_in1k | 224 | 46.877 | 53.123 | 69.549 | 30.451 | 40.01 | 1.000 | bicubic | -38.556 | -28.023 | +45 |
161 | convnextv2_large.fcmae_ft_in1k | 224 | 46.786 | 53.214 | 67.749 | 32.251 | 197.96 | 1.000 | bicubic | -38.812 | -29.869 | +26 |
162 | caformer_s36.sail_in22k_ft_in1k | 224 | 46.709 | 53.291 | 69.762 | 30.238 | 39.30 | 1.000 | bicubic | -39.077 | -28.068 | +10 |
163 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 46.560 | 53.440 | 69.604 | 30.396 | 93.59 | 1.000 | bicubic | -39.508 | -28.258 | -19 |
164 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 46.428 | 53.572 | 69.154 | 30.846 | 31.76 | 1.000 | bicubic | -39.540 | -28.746 | -8 |
165 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 46.281 | 53.719 | 69.217 | 30.783 | 21.23 | 1.000 | bicubic | -39.827 | -28.493 | -26 |
166 | maxvit_base_tf_384.in1k | 384 | 46.271 | 53.729 | 68.522 | 31.478 | 119.65 | 1.000 | bicubic | -40.021 | -29.282 | -43 |
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 | +55 |
168 | hrnet_w48_ssld.paddle_in1k | 288 | 46.248 | 53.752 | 68.148 | 31.852 | 77.47 | 1.000 | bilinear | -38.236 | -28.626 | +142 |
169 | 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 | +55 |
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 | +18 |
171 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 45.886 | 54.114 | 68.573 | 31.427 | 93.59 | 1.000 | bicubic | -40.836 | -29.609 | -78 |
172 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 45.886 | 54.114 | 68.535 | 31.465 | 86.86 | 1.000 | bicubic | -40.120 | -29.457 | -18 |
173 | 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 | -25 |
174 | maxvit_large_tf_384.in1k | 384 | 45.798 | 54.202 | 68.109 | 31.891 | 212.03 | 1.000 | bicubic | -40.438 | -29.581 | -49 |
175 | tf_efficientnet_b8.ap_in1k | 672 | 45.764 | 54.236 | 67.911 | 32.089 | 87.41 | 0.954 | bicubic | -39.602 | -29.387 | +38 |
176 | 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 | +328 |
177 | convnext_small.in12k_ft_in1k_384 | 384 | 45.709 | 54.291 | 67.828 | 32.172 | 50.22 | 1.000 | bicubic | -40.477 | -30.092 | -46 |
178 | tf_efficientnet_b5.ns_jft_in1k | 456 | 45.619 | 54.381 | 67.858 | 32.142 | 30.39 | 0.934 | bicubic | -40.483 | -29.892 | -37 |
179 | 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 | +40 |
180 | hgnet_small.ssld_in1k | 224 | 45.363 | 54.637 | 67.742 | 32.258 | 24.36 | 1.000 | bicubic | -38.397 | -29.120 | +246 |
181 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 45.326 | 54.674 | 67.624 | 32.376 | 19.80 | 1.000 | bicubic | -38.130 | -29.078 | +295 |
182 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 45.324 | 54.676 | 66.714 | 33.286 | 186.27 | 1.000 | bicubic | -40.528 | -30.962 | -18 |
183 | mvitv2_large.fb_in1k | 224 | 45.322 | 54.678 | 65.211 | 34.789 | 217.99 | 0.900 | bicubic | -39.942 | -31.977 | +38 |
184 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 45.132 | 54.868 | 67.455 | 32.545 | 86.57 | 0.900 | bicubic | -39.978 | -30.083 | +55 |
185 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 45.039 | 54.961 | 68.457 | 31.543 | 88.22 | 0.900 | bicubic | -36.907 | -27.517 | +523 |
186 | nextvit_small.bd_ssld_6m_in1k | 224 | 45.008 | 54.992 | 67.718 | 32.282 | 31.76 | 0.950 | bicubic | -39.848 | -29.662 | +88 |
187 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 44.876 | 55.124 | 67.559 | 32.441 | 93.59 | 1.000 | bicubic | -41.638 | -30.477 | -83 |
188 | 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 | +57 |
189 | convnextv2_large.fcmae_ft_in1k | 288 | 44.805 | 55.195 | 65.861 | 34.139 | 197.96 | 1.000 | bicubic | -41.321 | -31.957 | -51 |
190 | regnety_160.sw_in12k_ft_in1k | 224 | 44.676 | 55.324 | 66.608 | 33.392 | 83.59 | 1.000 | bicubic | -40.956 | -30.998 | -6 |
191 | regnety_160.lion_in12k_ft_in1k | 224 | 44.670 | 55.330 | 66.572 | 33.428 | 83.59 | 1.000 | bicubic | -40.952 | -31.094 | -6 |
192 | volo_d5_512.sail_in1k | 512 | 44.570 | 55.430 | 65.755 | 34.245 | 296.09 | 1.150 | bicubic | -42.496 | -32.219 | -122 |
193 | rdnet_large.nv_in1k | 224 | 44.505 | 55.495 | 65.028 | 34.972 | 186.27 | 0.900 | bicubic | -40.287 | -32.114 | +85 |
194 | convnext_small.in12k_ft_in1k | 224 | 44.424 | 55.576 | 66.551 | 33.449 | 50.22 | 1.000 | bicubic | -40.722 | -31.011 | +41 |
195 | 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 |
196 | cait_m48_448.fb_dist_in1k | 448 | 44.247 | 55.753 | 64.706 | 35.294 | 356.46 | 1.000 | bicubic | -42.235 | -33.040 | -88 |
197 | convnext_small.fb_in22k_ft_in1k | 224 | 44.233 | 55.767 | 67.132 | 32.868 | 50.22 | 1.000 | bicubic | -40.512 | -30.370 | +86 |
198 | deit3_large_patch16_384.fb_in1k | 384 | 44.188 | 55.812 | 64.778 | 35.222 | 304.76 | 1.000 | bicubic | -41.630 | -32.824 | -29 |
199 | dm_nfnet_f6.dm_in1k | 448 | 44.116 | 55.884 | 65.885 | 34.115 | 438.36 | 0.956 | bicubic | -42.038 | -31.883 | -63 |
200 | volo_d5_448.sail_in1k | 448 | 44.098 | 55.902 | 65.065 | 34.935 | 295.91 | 1.150 | bicubic | -42.880 | -32.863 | -124 |
201 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 44.002 | 55.998 | 65.934 | 34.066 | 22.13 | 1.000 | bicubic | -41.758 | -31.676 | -25 |
202 | dm_nfnet_f5.dm_in1k | 416 | 43.923 | 56.077 | 64.869 | 35.131 | 377.21 | 0.954 | bicubic | -41.793 | -32.683 | -23 |
203 | deit3_huge_patch14_224.fb_in1k | 224 | 43.813 | 56.187 | 64.330 | 35.670 | 632.13 | 0.900 | bicubic | -41.409 | -33.032 | +22 |
204 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 43.797 | 56.203 | 66.397 | 33.602 | 19.80 | 1.000 | bicubic | -40.137 | -30.666 | +184 |
205 | 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 | -33.368 | +3 |
206 | regnety_120.sw_in12k_ft_in1k | 224 | 43.597 | 56.403 | 65.863 | 34.137 | 51.82 | 1.000 | bicubic | -41.393 | -31.421 | +50 |
207 | convnext_small.fb_in22k_ft_in1k | 288 | 43.593 | 56.407 | 66.447 | 33.553 | 50.22 | 1.000 | bicubic | -41.683 | -31.231 | +11 |
208 | deit3_large_patch16_224.fb_in1k | 224 | 43.559 | 56.441 | 63.481 | 36.519 | 304.37 | 0.900 | bicubic | -41.219 | -33.565 | +73 |
209 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 43.524 | 56.476 | 66.790 | 33.209 | 98.95 | 1.000 | bicubic | -41.470 | -30.514 | +46 |
210 | hgnet_small.ssld_in1k | 288 | 43.522 | 56.478 | 65.718 | 34.282 | 24.36 | 1.000 | bicubic | -40.856 | -31.412 | +125 |
211 | tf_efficientnet_b4.ns_jft_in1k | 380 | 43.451 | 56.549 | 65.464 | 34.536 | 19.34 | 0.922 | bicubic | -41.725 | -32.024 | +20 |
212 | efficientvit_l3.r384_in1k | 384 | 43.302 | 56.698 | 63.169 | 36.831 | 246.04 | 1.000 | bicubic | -43.096 | -34.465 | -99 |
213 | dm_nfnet_f3.dm_in1k | 320 | 43.300 | 56.700 | 64.232 | 35.768 | 254.92 | 0.940 | bicubic | -41.796 | -33.154 | +31 |
214 | volo_d5_224.sail_in1k | 224 | 43.284 | 56.716 | 64.102 | 35.898 | 295.46 | 0.960 | bicubic | -42.794 | -33.476 | -71 |
215 | 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 | +85 |
216 | 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 | +89 |
217 | volo_d4_448.sail_in1k | 448 | 43.125 | 56.875 | 64.130 | 35.870 | 193.41 | 1.150 | bicubic | -43.665 | -33.750 | -129 |
218 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 43.082 | 56.918 | 65.128 | 34.872 | 19.80 | 1.000 | bicubic | -39.730 | -31.146 | +348 |
219 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 43.078 | 56.922 | 65.374 | 34.626 | 16.29 | 1.000 | bicubic | -39.732 | -31.038 | +349 |
220 | efficientvit_l3.r320_in1k | 320 | 42.952 | 57.048 | 62.397 | 37.603 | 246.04 | 1.000 | bicubic | -43.278 | -35.059 | -94 |
221 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 42.876 | 57.124 | 63.383 | 36.617 | 188.93 | 1.000 | bicubic | -43.150 | -34.307 | -71 |
222 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 42.874 | 57.126 | 65.415 | 34.585 | 30.39 | 1.000 | bicubic | -43.018 | -32.327 | -62 |
223 | dm_nfnet_f4.dm_in1k | 384 | 42.872 | 57.128 | 63.477 | 36.523 | 316.07 | 0.951 | bicubic | -42.624 | -34.013 | -26 |
224 | tf_efficientnetv2_l.in1k | 384 | 42.866 | 57.134 | 64.063 | 35.937 | 118.52 | 1.000 | bicubic | -42.336 | -33.215 | +4 |
225 | regnety_160.lion_in12k_ft_in1k | 288 | 42.748 | 57.252 | 64.204 | 35.796 | 83.59 | 1.000 | bicubic | -43.264 | -33.642 | -72 |
226 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 42.726 | 57.274 | 63.996 | 36.004 | 38.88 | 0.950 | bicubic | -42.218 | -33.392 | +33 |
227 | regnety_160.sw_in12k_ft_in1k | 288 | 42.722 | 57.278 | 64.324 | 35.676 | 83.59 | 1.000 | bicubic | -43.310 | -33.506 | -78 |
228 | convnext_small.in12k_ft_in1k | 288 | 42.681 | 57.319 | 64.314 | 35.685 | 50.22 | 1.000 | bicubic | -42.643 | -33.240 | -13 |
229 | maxvit_small_tf_512.in1k | 512 | 42.665 | 57.335 | 64.552 | 35.448 | 69.13 | 1.000 | bicubic | -43.439 | -33.206 | -89 |
230 | efficientvit_l3.r224_in1k | 224 | 42.642 | 57.358 | 62.306 | 37.694 | 246.04 | 1.000 | bicubic | -43.170 | -34.904 | -60 |
231 | 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 |
232 | caformer_b36.sail_in1k | 224 | 42.469 | 57.531 | 62.866 | 37.134 | 98.75 | 1.000 | bicubic | -43.033 | -34.450 | -36 |
233 | caformer_b36.sail_in1k_384 | 384 | 42.443 | 57.557 | 62.821 | 37.179 | 98.75 | 1.000 | bicubic | -43.961 | -35.003 | -121 |
234 | maxvit_large_tf_224.in1k | 224 | 42.432 | 57.568 | 63.391 | 36.609 | 211.79 | 0.950 | bicubic | -42.496 | -33.587 | +30 |
235 | tf_efficientnet_b8.ra_in1k | 672 | 42.422 | 57.578 | 64.833 | 35.167 | 87.41 | 0.954 | bicubic | -42.932 | -32.557 | -21 |
236 | cait_m36_384.fb_dist_in1k | 384 | 42.396 | 57.604 | 63.354 | 36.646 | 271.22 | 1.000 | bicubic | -43.668 | -34.378 | -91 |
237 | volo_d4_224.sail_in1k | 224 | 42.308 | 57.692 | 62.992 | 37.008 | 192.96 | 0.960 | bicubic | -43.564 | -34.464 | -75 |
238 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 42.294 | 57.706 | 64.485 | 35.515 | 28.64 | 1.000 | bicubic | -41.572 | -32.531 | +165 |
239 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 42.221 | 57.779 | 64.281 | 35.719 | 16.29 | 1.000 | bicubic | -40.409 | -32.031 | +357 |
240 | efficientvit_l2.r288_in1k | 288 | 42.101 | 57.899 | 61.444 | 38.556 | 63.71 | 1.000 | bicubic | -43.513 | -35.916 | -54 |
241 | efficientvit_l3.r256_in1k | 256 | 42.066 | 57.934 | 61.554 | 38.446 | 246.04 | 1.000 | bicubic | -43.888 | -35.784 | -82 |
242 | 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 | -5 |
243 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 42.031 | 57.969 | 64.772 | 35.228 | 26.34 | 1.000 | bicubic | -43.393 | -32.940 | -36 |
244 | regnetz_e8.ra3_in1k | 256 | 41.997 | 58.003 | 63.819 | 36.181 | 57.70 | 1.000 | bicubic | -42.445 | -33.197 | +78 |
245 | 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 | +30 |
246 | 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 | -55 |
247 | convnextv2_base.fcmae_ft_in1k | 224 | 41.907 | 58.093 | 62.245 | 37.755 | 88.72 | 1.000 | bicubic | -42.961 | -34.815 | +26 |
248 | maxvit_tiny_tf_512.in1k | 512 | 41.868 | 58.132 | 63.578 | 36.422 | 31.05 | 1.000 | bicubic | -43.792 | -34.014 | -66 |
249 | efficientnetv2_rw_m.agc_in1k | 320 | 41.854 | 58.146 | 62.640 | 37.360 | 53.24 | 1.000 | bicubic | -42.458 | -34.232 | +93 |
250 | caformer_s36.sail_in1k_384 | 384 | 41.771 | 58.229 | 62.770 | 37.230 | 39.30 | 1.000 | bicubic | -43.985 | -34.898 | -73 |
251 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 41.705 | 58.295 | 63.731 | 36.269 | 19.80 | 1.000 | bicubic | -41.743 | -33.191 | +227 |
252 | hgnet_tiny.ssld_in1k | 224 | 41.655 | 58.345 | 63.546 | 36.454 | 14.74 | 1.000 | bicubic | -40.139 | -32.456 | +477 |
253 | 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 |
254 | regnety_2560.seer_ft_in1k | 384 | 41.565 | 58.435 | 64.916 | 35.084 | 1,282.60 | 1.000 | bicubic | -43.575 | -32.528 | -18 |
255 | 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 | -2 |
256 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 41.524 | 58.476 | 64.594 | 35.407 | 21.46 | 1.000 | bicubic | -41.848 | -32.116 | +236 |
257 | 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 | -35.489 | +3 |
258 | caformer_m36.sail_in1k_384 | 384 | 41.486 | 58.514 | 61.534 | 38.466 | 56.20 | 1.000 | bicubic | -44.674 | -36.282 | -123 |
259 | tf_efficientnet_b7.ap_in1k | 600 | 41.449 | 58.551 | 62.872 | 37.128 | 66.35 | 0.949 | bicubic | -43.683 | -34.384 | -21 |
260 | tf_efficientnet_b7.ra_in1k | 600 | 41.447 | 58.553 | 63.055 | 36.945 | 66.35 | 0.949 | bicubic | -43.483 | -34.145 | +3 |
261 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 41.414 | 58.586 | 63.690 | 36.310 | 16.29 | 1.000 | bicubic | -42.166 | -33.124 | +194 |
262 | tf_efficientnet_b5.ap_in1k | 456 | 41.392 | 58.608 | 62.125 | 37.875 | 30.39 | 0.934 | bicubic | -42.862 | -34.853 | +89 |
263 | dm_nfnet_f5.dm_in1k | 544 | 41.331 | 58.669 | 62.015 | 37.985 | 377.21 | 0.954 | bicubic | -44.769 | -35.671 | -121 |
264 | regnety_120.sw_in12k_ft_in1k | 288 | 41.323 | 58.677 | 63.204 | 36.796 | 51.82 | 1.000 | bicubic | -44.119 | -34.368 | -62 |
265 | dm_nfnet_f3.dm_in1k | 416 | 41.306 | 58.694 | 62.135 | 37.865 | 254.92 | 0.940 | bicubic | -44.366 | -35.443 | -85 |
266 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 41.282 | 58.718 | 64.342 | 35.658 | 936.53 | 1.000 | bilinear | -43.642 | -33.116 | 0 |
267 | caformer_s18.sail_in22k_ft_in1k | 224 | 41.205 | 58.795 | 63.900 | 36.100 | 26.34 | 1.000 | bicubic | -42.881 | -33.288 | +102 |
268 | dm_nfnet_f6.dm_in1k | 576 | 41.182 | 58.818 | 62.831 | 37.169 | 438.36 | 0.956 | bicubic | -45.182 | -35.209 | -150 |
269 | convnext_large.fb_in1k | 224 | 41.142 | 58.858 | 61.182 | 38.818 | 197.77 | 1.000 | bicubic | -43.118 | -35.804 | +80 |
270 | tf_efficientnet_b6.ap_in1k | 528 | 41.111 | 58.889 | 62.383 | 37.617 | 43.04 | 0.942 | bicubic | -43.679 | -34.755 | +9 |
271 | convnext_tiny.in12k_ft_in1k_384 | 384 | 41.091 | 58.909 | 62.825 | 37.175 | 28.59 | 1.000 | bicubic | -44.063 | -34.809 | -38 |
272 | 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 | -97 |
273 | efficientvit_l2.r224_in1k | 224 | 41.023 | 58.977 | 60.705 | 39.295 | 63.71 | 1.000 | bicubic | -44.021 | -36.393 | -24 |
274 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 40.995 | 59.005 | 63.849 | 36.151 | 21.46 | 1.000 | bicubic | -43.337 | -33.425 | +65 |
275 | tf_efficientnetv2_l.in1k | 480 | 40.991 | 59.009 | 62.025 | 37.975 | 118.52 | 1.000 | bicubic | -44.673 | -35.453 | -94 |
276 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 40.979 | 59.021 | 61.316 | 38.684 | 189.10 | 1.000 | bicubic | -43.957 | -35.812 | -15 |
277 | maxvit_base_tf_224.in1k | 224 | 40.893 | 59.107 | 61.204 | 38.796 | 119.47 | 0.950 | bicubic | -43.979 | -35.798 | -6 |
278 | maxvit_small_tf_384.in1k | 384 | 40.854 | 59.146 | 62.080 | 37.920 | 69.02 | 1.000 | bicubic | -44.680 | -35.378 | -85 |
279 | edgenext_base.in21k_ft_in1k | 320 | 40.842 | 59.158 | 61.764 | 38.236 | 18.51 | 1.000 | bicubic | -43.234 | -35.444 | +91 |
280 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 40.730 | 59.270 | 62.226 | 37.774 | 32.59 | 1.000 | bicubic | -43.596 | -34.820 | +60 |
281 | resnetrs350.tf_in1k | 288 | 40.724 | 59.276 | 61.583 | 38.417 | 163.96 | 1.000 | bicubic | -43.580 | -35.353 | +62 |
282 | hrnet_w18_ssld.paddle_in1k | 224 | 40.696 | 59.304 | 62.458 | 37.542 | 21.30 | 1.000 | bilinear | -40.256 | -32.974 | +557 |
283 | efficientvit_l2.r256_in1k | 256 | 40.655 | 59.345 | 60.555 | 39.445 | 63.71 | 1.000 | bicubic | -44.713 | -36.701 | -71 |
284 | ecaresnet269d.ra2_in1k | 320 | 40.586 | 59.414 | 61.432 | 38.568 | 102.09 | 1.000 | bicubic | -44.296 | -35.774 | -15 |
285 | eca_nfnet_l2.ra3_in1k | 320 | 40.545 | 59.455 | 61.762 | 38.238 | 56.72 | 1.000 | bicubic | -43.863 | -35.298 | +43 |
286 | 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 | -39 |
287 | 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 | +84 |
288 | tf_efficientnetv2_m.in1k | 384 | 40.472 | 59.528 | 61.807 | 38.193 | 54.14 | 1.000 | bicubic | -44.086 | -35.249 | +14 |
289 | tf_efficientnet_b4.ap_in1k | 380 | 40.472 | 59.528 | 61.770 | 38.230 | 19.34 | 0.922 | bicubic | -42.778 | -34.620 | +218 |
290 | rexnetr_300.sw_in12k_ft_in1k | 224 | 40.433 | 59.567 | 63.340 | 36.660 | 34.81 | 1.000 | bicubic | -43.587 | -33.786 | +91 |
291 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 40.392 | 59.608 | 62.481 | 37.519 | 16.29 | 1.000 | bicubic | -42.722 | -34.231 | +235 |
292 | deit3_base_patch16_224.fb_in1k | 224 | 40.382 | 59.618 | 60.166 | 39.834 | 86.59 | 0.900 | bicubic | -43.412 | -36.416 | +125 |
293 | inception_next_base.sail_in1k_384 | 384 | 40.341 | 59.659 | 60.793 | 39.207 | 86.67 | 1.000 | bicubic | -44.861 | -36.631 | -66 |
294 | edgenext_base.in21k_ft_in1k | 256 | 40.323 | 59.677 | 61.322 | 38.678 | 18.51 | 1.000 | bicubic | -43.111 | -35.520 | +186 |
295 | convformer_s18.sail_in22k_ft_in1k | 224 | 40.309 | 59.691 | 61.724 | 38.276 | 26.77 | 1.000 | bicubic | -43.453 | -35.319 | +130 |
296 | 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 | +20 |
297 | flexivit_large.600ep_in1k | 240 | 40.268 | 59.732 | 60.351 | 39.649 | 304.36 | 0.950 | bicubic | -45.262 | -37.143 | -103 |
298 | convnext_tiny.in12k_ft_in1k | 224 | 40.254 | 59.746 | 61.799 | 38.201 | 28.59 | 1.000 | bicubic | -43.742 | -35.289 | +84 |
299 | hgnet_tiny.ssld_in1k | 288 | 40.240 | 59.760 | 61.831 | 38.169 | 14.74 | 1.000 | bicubic | -42.284 | -34.311 | +317 |
300 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 40.209 | 59.791 | 61.852 | 38.148 | 22.06 | 1.000 | bicubic | -42.873 | -34.928 | +232 |
301 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 40.180 | 59.820 | 60.891 | 39.109 | 86.54 | 0.875 | bilinear | -44.092 | -36.059 | +46 |
302 | regnetz_e8.ra3_in1k | 320 | 40.136 | 59.864 | 61.316 | 38.684 | 57.70 | 1.000 | bicubic | -44.898 | -35.954 | -50 |
303 | efficientnet_b4.ra2_in1k | 320 | 40.129 | 59.871 | 61.098 | 38.902 | 19.34 | 1.000 | bicubic | -42.623 | -35.224 | +272 |
304 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 40.121 | 59.879 | 59.480 | 40.520 | 64.90 | 0.900 | bicubic | -44.363 | -37.746 | +7 |
305 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 40.111 | 59.889 | 60.540 | 39.460 | 84.32 | 1.000 | bicubic | -45.731 | -37.062 | -139 |
306 | rdnet_base.nv_in1k | 224 | 40.109 | 59.891 | 60.190 | 39.810 | 87.45 | 0.900 | bicubic | -44.251 | -36.686 | +31 |
307 | efficientvit_l1.r224_in1k | 224 | 40.103 | 59.897 | 59.510 | 40.490 | 52.65 | 1.000 | bicubic | -44.353 | -37.348 | +7 |
308 | flexivit_large.1200ep_in1k | 240 | 40.087 | 59.913 | 60.634 | 39.366 | 304.36 | 0.950 | bicubic | -45.557 | -36.912 | -125 |
309 | 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 | -3 |
310 | maxvit_tiny_tf_384.in1k | 384 | 40.050 | 59.950 | 60.976 | 39.024 | 30.98 | 1.000 | bicubic | -45.052 | -36.406 | -69 |
311 | flexivit_large.300ep_in1k | 240 | 40.026 | 59.974 | 59.986 | 40.014 | 304.36 | 0.950 | bicubic | -45.256 | -37.418 | -94 |
312 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 39.999 | 60.001 | 61.717 | 38.283 | 32.59 | 1.000 | bicubic | -44.781 | -35.625 | -32 |
313 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 39.987 | 60.013 | 61.080 | 38.920 | 32.59 | 1.000 | bicubic | -44.601 | -36.050 | -15 |
314 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 39.958 | 60.042 | 61.819 | 38.181 | 28.64 | 1.000 | bicubic | -44.464 | -35.435 | +13 |
315 | 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 | -111 |
316 | dm_nfnet_f4.dm_in1k | 512 | 39.924 | 60.076 | 60.422 | 39.578 | 316.07 | 0.951 | bicubic | -45.936 | -37.230 | -153 |
317 | rdnet_small.nv_in1k | 224 | 39.849 | 60.151 | 60.290 | 39.710 | 50.44 | 0.900 | bicubic | -43.810 | -36.424 | +125 |
318 | 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 | +48 |
319 | 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 |
320 | cait_s36_384.fb_dist_in1k | 384 | 39.769 | 60.231 | 60.465 | 39.535 | 68.37 | 1.000 | bicubic | -45.689 | -37.015 | -119 |
321 | convnextv2_base.fcmae_ft_in1k | 288 | 39.761 | 60.239 | 59.846 | 40.154 | 88.72 | 1.000 | bicubic | -45.729 | -37.534 | -122 |
322 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 39.730 | 60.270 | 61.666 | 38.334 | 11.22 | 1.000 | bicubic | -40.864 | -33.780 | +569 |
323 | volo_d3_448.sail_in1k | 448 | 39.704 | 60.296 | 59.769 | 40.231 | 86.63 | 1.000 | bicubic | -46.808 | -37.941 | -218 |
324 | efficientnetv2_rw_m.agc_in1k | 416 | 39.669 | 60.331 | 59.700 | 40.300 | 53.24 | 1.000 | bicubic | -45.157 | -37.446 | -47 |
325 | efficientvit_l2.r384_in1k | 384 | 39.655 | 60.345 | 59.467 | 40.533 | 63.71 | 1.000 | bicubic | -46.329 | -38.043 | -170 |
326 | xception65.ra3_in1k | 299 | 39.651 | 60.349 | 60.931 | 39.069 | 39.92 | 0.940 | bicubic | -43.533 | -35.667 | +185 |
327 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 39.647 | 60.353 | 61.339 | 38.661 | 11.22 | 1.000 | bicubic | -41.929 | -34.535 | +421 |
328 | caformer_m36.sail_in1k | 224 | 39.612 | 60.388 | 58.700 | 41.300 | 56.20 | 1.000 | bicubic | -45.628 | -38.506 | -105 |
329 | ecaresnet269d.ra2_in1k | 352 | 39.598 | 60.402 | 60.355 | 39.645 | 102.09 | 1.000 | bicubic | -45.374 | -36.869 | -71 |
330 | resnetrs420.tf_in1k | 320 | 39.555 | 60.445 | 60.302 | 39.698 | 191.89 | 1.000 | bicubic | -44.697 | -36.564 | +22 |
331 | convformer_b36.sail_in1k | 224 | 39.547 | 60.453 | 58.085 | 41.915 | 99.88 | 1.000 | bicubic | -45.283 | -38.865 | -55 |
332 | caformer_s36.sail_in1k | 224 | 39.533 | 60.467 | 59.793 | 40.207 | 39.30 | 1.000 | bicubic | -45.011 | -37.217 | -29 |
333 | tf_efficientnet_b3.ns_jft_in1k | 300 | 39.486 | 60.514 | 61.426 | 38.574 | 12.23 | 0.904 | bicubic | -44.578 | -35.456 | +40 |
334 | volo_d3_224.sail_in1k | 224 | 39.484 | 60.516 | 59.875 | 40.125 | 86.33 | 0.960 | bicubic | -45.958 | -37.401 | -131 |
335 | convnext_large.fb_in1k | 288 | 39.466 | 60.534 | 59.235 | 40.765 | 197.77 | 1.000 | bicubic | -45.396 | -37.975 | -62 |
336 | 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 |
337 | convnext_base.fb_in1k | 224 | 39.417 | 60.583 | 59.370 | 40.630 | 88.59 | 1.000 | bicubic | -44.471 | -37.440 | +59 |
338 | convnext_tiny.fb_in22k_ft_in1k | 224 | 39.411 | 60.589 | 61.373 | 38.627 | 28.59 | 1.000 | bicubic | -43.605 | -35.371 | +201 |
339 | 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 | -69 |
340 | 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 | +5 |
341 | seresnext101d_32x8d.ah_in1k | 224 | 39.291 | 60.709 | 59.337 | 40.663 | 93.59 | 1.000 | bicubic | -44.423 | -37.225 | +89 |
342 | inception_next_base.sail_in1k | 224 | 39.272 | 60.728 | 59.264 | 40.736 | 86.67 | 0.950 | bicubic | -44.826 | -37.874 | +25 |
343 | convformer_m36.sail_in1k | 224 | 39.242 | 60.758 | 57.645 | 42.355 | 57.05 | 1.000 | bicubic | -45.244 | -39.221 | -34 |
344 | coat_lite_medium_384.in1k | 384 | 39.189 | 60.811 | 59.294 | 40.706 | 44.57 | 1.000 | bicubic | -45.705 | -38.082 | -76 |
345 | efficientnetv2_rw_s.ra2_in1k | 288 | 39.162 | 60.838 | 59.589 | 40.411 | 23.94 | 1.000 | bicubic | -43.726 | -36.739 | +209 |
346 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 39.138 | 60.862 | 61.043 | 38.957 | 11.00 | 0.950 | bicubic | -44.094 | -35.585 | +162 |
347 | efficientnet_b4.ra2_in1k | 384 | 39.132 | 60.868 | 59.645 | 40.355 | 19.34 | 1.000 | bicubic | -44.336 | -37.136 | +127 |
348 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 39.097 | 60.903 | 58.818 | 41.182 | 60.23 | 0.950 | bicubic | -44.813 | -37.868 | +43 |
349 | hrnet_w18_ssld.paddle_in1k | 288 | 39.058 | 60.942 | 60.642 | 39.358 | 21.30 | 1.000 | bilinear | -42.992 | -35.604 | +342 |
350 | 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 | -36.900 | -93 |
351 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 39.042 | 60.958 | 58.630 | 41.370 | 86.43 | 0.950 | bicubic | -44.848 | -38.044 | +44 |
352 | 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 | -163 |
353 | resnet200d.ra2_in1k | 256 | 39.026 | 60.974 | 59.695 | 40.305 | 64.69 | 1.000 | bicubic | -44.328 | -36.799 | +143 |
354 | 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 | +39 |
355 | maxvit_small_tf_224.in1k | 224 | 39.014 | 60.986 | 59.313 | 40.687 | 68.93 | 0.950 | bicubic | -45.436 | -37.545 | -37 |
356 | dm_nfnet_f2.dm_in1k | 256 | 39.002 | 60.998 | 59.146 | 40.854 | 193.78 | 0.920 | bicubic | -45.090 | -37.760 | +12 |
357 | 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 | +42 |
358 | convformer_b36.sail_in1k_384 | 384 | 38.944 | 61.056 | 58.398 | 41.602 | 99.88 | 1.000 | bicubic | -46.834 | -39.494 | -184 |
359 | convnext_tiny.in12k_ft_in1k | 288 | 38.883 | 61.117 | 59.875 | 40.125 | 28.59 | 1.000 | bicubic | -45.565 | -37.453 | -40 |
360 | 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 | -64 |
361 | resnet152d.ra2_in1k | 256 | 38.857 | 61.143 | 59.649 | 40.351 | 60.21 | 1.000 | bicubic | -44.183 | -36.721 | +174 |
362 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 38.849 | 61.151 | 60.363 | 39.637 | 88.30 | 1.000 | bicubic | -44.503 | -36.469 | +137 |
363 | nextvit_large.bd_in1k_384 | 384 | 38.828 | 61.172 | 59.809 | 40.191 | 57.87 | 1.000 | bicubic | -46.106 | -37.489 | -101 |
364 | regnetz_d32.ra3_in1k | 256 | 38.765 | 61.235 | 60.033 | 39.967 | 27.58 | 0.950 | bicubic | -44.669 | -36.603 | +116 |
365 | tf_efficientnetv2_m.in1k | 480 | 38.765 | 61.235 | 59.850 | 40.150 | 54.14 | 1.000 | bicubic | -46.447 | -37.516 | -138 |
366 | resnetaa101d.sw_in12k_ft_in1k | 224 | 38.745 | 61.255 | 59.628 | 40.372 | 44.57 | 1.000 | bicubic | -44.811 | -37.130 | +90 |
367 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 38.739 | 61.261 | 60.298 | 39.702 | 11.22 | 1.000 | bicubic | -42.717 | -35.712 | +402 |
368 | efficientvit_b3.r288_in1k | 288 | 38.714 | 61.286 | 58.482 | 41.518 | 48.65 | 1.000 | bicubic | -45.442 | -38.250 | -7 |
369 | eca_nfnet_l2.ra3_in1k | 384 | 38.708 | 61.292 | 59.502 | 40.498 | 56.72 | 1.000 | bicubic | -46.002 | -37.754 | -82 |
370 | efficientvit_b3.r256_in1k | 256 | 38.682 | 61.318 | 58.651 | 41.349 | 48.65 | 1.000 | bicubic | -45.122 | -38.457 | +45 |
371 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 38.669 | 61.331 | 58.997 | 41.003 | 26.21 | 1.000 | bicubic | -46.404 | -38.265 | -123 |
372 | davit_small.msft_in1k | 224 | 38.643 | 61.357 | 58.195 | 41.805 | 49.75 | 0.950 | bicubic | -45.623 | -38.735 | -24 |
373 | resnetrs270.tf_in1k | 256 | 38.608 | 61.392 | 59.298 | 40.702 | 129.86 | 1.000 | bicubic | -44.986 | -37.318 | +80 |
374 | regnetz_040_h.ra3_in1k | 256 | 38.596 | 61.404 | 59.256 | 40.744 | 28.94 | 1.000 | bicubic | -45.172 | -37.436 | +48 |
375 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 38.556 | 61.444 | 58.800 | 41.200 | 38.74 | 0.950 | bicubic | -45.255 | -38.022 | +36 |
376 | convformer_m36.sail_in1k_384 | 384 | 38.553 | 61.447 | 57.728 | 42.272 | 57.05 | 1.000 | bicubic | -47.027 | -39.820 | -186 |
377 | mvitv2_small.fb_in1k | 224 | 38.545 | 61.455 | 58.119 | 41.881 | 34.87 | 0.900 | bicubic | -45.227 | -38.439 | +44 |
378 | seresnextaa101d_32x8d.ah_in1k | 224 | 38.541 | 61.459 | 58.606 | 41.394 | 93.59 | 1.000 | bicubic | -45.225 | -38.042 | +46 |
379 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 38.505 | 61.495 | 58.404 | 41.596 | 47.67 | 1.000 | bicubic | -46.597 | -38.914 | -137 |
380 | davit_base.msft_in1k | 224 | 38.503 | 61.497 | 57.515 | 42.485 | 87.95 | 0.950 | bicubic | -46.147 | -39.503 | -89 |
381 | 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 | +35 |
382 | mvitv2_base.fb_in1k | 224 | 38.462 | 61.538 | 57.920 | 42.080 | 51.47 | 0.900 | bicubic | -45.988 | -38.908 | -65 |
383 | 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 | -30 |
384 | rexnetr_300.sw_in12k_ft_in1k | 288 | 38.413 | 61.587 | 60.569 | 39.431 | 34.81 | 1.000 | bicubic | -46.175 | -36.711 | -87 |
385 | fastvit_ma36.apple_dist_in1k | 256 | 38.393 | 61.607 | 58.494 | 41.506 | 44.07 | 0.950 | bicubic | -46.213 | -38.512 | -91 |
386 | convformer_s36.sail_in1k | 224 | 38.393 | 61.607 | 57.718 | 42.282 | 40.01 | 1.000 | bicubic | -45.679 | -39.038 | -13 |
387 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 38.368 | 61.632 | 59.828 | 40.172 | 11.22 | 1.000 | bicubic | -43.992 | -36.576 | +255 |
388 | tf_efficientnet_b5.ra_in1k | 456 | 38.350 | 61.650 | 59.930 | 40.070 | 30.39 | 0.934 | bicubic | -45.478 | -36.836 | +20 |
389 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 38.340 | 61.660 | 58.913 | 41.087 | 37.76 | 1.000 | bicubic | -45.642 | -37.812 | -6 |
390 | seresnet152d.ra2_in1k | 256 | 38.321 | 61.679 | 58.687 | 41.313 | 66.84 | 1.000 | bicubic | -45.319 | -37.853 | +56 |
391 | dm_nfnet_f1.dm_in1k | 224 | 38.283 | 61.717 | 58.132 | 41.868 | 132.63 | 0.910 | bicubic | -45.169 | -38.500 | +86 |
392 | deit_base_distilled_patch16_384.fb_in1k | 384 | 38.244 | 61.756 | 57.730 | 42.270 | 87.63 | 1.000 | bicubic | -47.184 | -39.598 | -186 |
393 | xcit_large_24_p8_224.fb_in1k | 224 | 38.130 | 61.870 | 57.877 | 42.123 | 188.93 | 1.000 | bicubic | -46.256 | -39.357 | -59 |
394 | 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 | -37 |
395 | convnext_small.fb_in1k | 224 | 38.097 | 61.903 | 58.415 | 41.585 | 50.22 | 1.000 | bicubic | -45.051 | -38.087 | +124 |
396 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 38.006 | 61.994 | 61.182 | 38.818 | 236.34 | 1.000 | bilinear | -46.504 | -36.252 | -89 |
397 | repvit_m2_3.dist_450e_in1k | 224 | 37.995 | 62.005 | 58.174 | 41.826 | 23.69 | 0.950 | bicubic | -45.748 | -38.218 | +31 |
398 | pvt_v2_b4.in1k | 224 | 37.953 | 62.047 | 58.219 | 41.781 | 62.56 | 0.900 | bicubic | -45.759 | -38.451 | +34 |
399 | cait_s24_384.fb_dist_in1k | 384 | 37.916 | 62.084 | 58.069 | 41.931 | 47.06 | 1.000 | bicubic | -47.126 | -39.280 | -149 |
400 | regnetz_040.ra3_in1k | 256 | 37.904 | 62.096 | 57.930 | 42.070 | 27.12 | 1.000 | bicubic | -45.756 | -38.754 | +43 |
401 | coat_lite_medium.in1k | 224 | 37.896 | 62.104 | 57.824 | 42.176 | 44.57 | 0.900 | bicubic | -45.706 | -38.890 | +50 |
402 | 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 | +91 |
403 | resnet152d.ra2_in1k | 320 | 37.873 | 62.127 | 58.380 | 41.620 | 60.21 | 1.000 | bicubic | -45.811 | -38.370 | +37 |
404 | nextvit_large.bd_in1k | 224 | 37.859 | 62.141 | 58.229 | 41.771 | 57.87 | 0.950 | bicubic | -45.783 | -38.455 | +41 |
405 | convformer_s36.sail_in1k_384 | 384 | 37.841 | 62.159 | 57.484 | 42.516 | 40.01 | 1.000 | bicubic | -47.539 | -39.986 | -194 |
406 | hiera_small_224.mae_in1k_ft_in1k | 224 | 37.774 | 62.226 | 57.510 | 42.490 | 35.01 | 0.900 | bicubic | -46.112 | -39.171 | -9 |
407 | resnetrs350.tf_in1k | 384 | 37.753 | 62.247 | 58.166 | 41.834 | 163.96 | 1.000 | bicubic | -46.971 | -38.808 | -121 |
408 | resnetrs420.tf_in1k | 416 | 37.749 | 62.251 | 58.221 | 41.779 | 191.89 | 1.000 | bicubic | -47.265 | -38.895 | -154 |
409 | deit3_medium_patch16_224.fb_in1k | 224 | 37.747 | 62.253 | 57.099 | 42.901 | 38.85 | 0.900 | bicubic | -45.339 | -39.187 | +122 |
410 | 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 | -9 |
411 | caformer_s18.sail_in1k_384 | 384 | 37.678 | 62.322 | 57.600 | 42.400 | 26.34 | 1.000 | bicubic | -47.360 | -39.756 | -160 |
412 | 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 | +32 |
413 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 37.641 | 62.359 | 58.123 | 41.877 | 37.76 | 1.000 | bicubic | -46.295 | -38.613 | -26 |
414 | regnety_640.seer_ft_in1k | 384 | 37.623 | 62.377 | 59.842 | 40.158 | 281.38 | 1.000 | bicubic | -46.293 | -37.078 | -24 |
415 | 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 |
416 | regnetz_d8_evos.ch_in1k | 256 | 37.578 | 62.422 | 58.319 | 41.681 | 23.46 | 1.000 | bicubic | -45.954 | -38.395 | +45 |
417 | eca_nfnet_l1.ra2_in1k | 256 | 37.562 | 62.438 | 57.918 | 42.082 | 41.41 | 1.000 | bicubic | -45.786 | -38.764 | +83 |
418 | pvt_v2_b5.in1k | 224 | 37.544 | 62.456 | 57.250 | 42.750 | 81.96 | 0.900 | bicubic | -46.224 | -39.382 | +5 |
419 | resnet200d.ra2_in1k | 320 | 37.529 | 62.471 | 58.305 | 41.695 | 64.69 | 1.000 | bicubic | -46.447 | -38.515 | -35 |
420 | edgenext_base.usi_in1k | 256 | 37.483 | 62.517 | 57.798 | 42.202 | 18.51 | 1.000 | bicubic | -46.203 | -38.842 | +19 |
421 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 37.482 | 62.518 | 56.983 | 43.017 | 60.40 | 0.950 | bicubic | -46.226 | -39.635 | +13 |
422 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 37.403 | 62.597 | 57.185 | 42.815 | 29.15 | 0.950 | bicubic | -46.837 | -39.599 | -67 |
423 | 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 | +127 |
424 | efficientvit_b3.r224_in1k | 224 | 37.354 | 62.646 | 57.132 | 42.868 | 48.65 | 0.950 | bicubic | -46.090 | -39.206 | +55 |
425 | regnety_1280.seer_ft_in1k | 384 | 37.344 | 62.656 | 59.156 | 40.844 | 644.81 | 1.000 | bicubic | -47.084 | -37.928 | -100 |
426 | convnext_base.fb_in1k | 288 | 37.315 | 62.685 | 57.323 | 42.677 | 88.59 | 1.000 | bicubic | -47.151 | -39.659 | -113 |
427 | resnest269e.in1k | 416 | 37.303 | 62.697 | 57.480 | 42.520 | 110.93 | 0.928 | bicubic | -47.237 | -39.510 | -123 |
428 | 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 | -96 |
429 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 37.236 | 62.764 | 59.042 | 40.958 | 36.43 | 0.900 | bicubic | -44.630 | -36.978 | +291 |
430 | convnextv2_tiny.fcmae_ft_in1k | 224 | 37.234 | 62.766 | 56.981 | 43.019 | 28.64 | 1.000 | bicubic | -45.552 | -39.355 | +140 |
431 | pit_b_distilled_224.in1k | 224 | 37.224 | 62.776 | 56.499 | 43.501 | 74.79 | 0.900 | bicubic | -46.550 | -39.969 | -11 |
432 | repvit_m2_3.dist_300e_in1k | 224 | 37.199 | 62.801 | 57.205 | 42.795 | 23.69 | 0.950 | bicubic | -46.325 | -39.327 | +30 |
433 | rdnet_tiny.nv_in1k | 224 | 37.181 | 62.819 | 57.280 | 42.720 | 23.86 | 0.900 | bicubic | -45.643 | -38.912 | +128 |
434 | cait_s24_224.fb_dist_in1k | 224 | 37.153 | 62.847 | 56.718 | 43.282 | 46.92 | 1.000 | bicubic | -46.331 | -39.868 | +35 |
435 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 37.146 | 62.854 | 57.313 | 42.687 | 38.88 | 0.950 | bicubic | -46.322 | -39.265 | +38 |
436 | pvt_v2_b3.in1k | 224 | 37.134 | 62.866 | 57.319 | 42.681 | 45.24 | 0.900 | bicubic | -45.984 | -39.243 | +88 |
437 | dm_nfnet_f2.dm_in1k | 352 | 37.132 | 62.868 | 56.971 | 43.029 | 193.78 | 0.920 | bicubic | -48.042 | -40.357 | -205 |
438 | 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 | -102 |
439 | tiny_vit_21m_224.in1k | 224 | 37.120 | 62.880 | 57.435 | 42.565 | 21.20 | 0.950 | bicubic | -46.150 | -39.167 | +66 |
440 | volo_d1_384.sail_in1k | 384 | 37.116 | 62.884 | 57.140 | 42.860 | 26.78 | 1.000 | bicubic | -48.150 | -40.078 | -220 |
441 | efficientformer_l7.snap_dist_in1k | 224 | 37.114 | 62.886 | 56.908 | 43.092 | 82.23 | 0.950 | bicubic | -46.272 | -39.630 | +50 |
442 | 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 | +428 |
443 | fastvit_sa36.apple_dist_in1k | 256 | 37.108 | 62.892 | 57.122 | 42.878 | 31.53 | 0.900 | bicubic | -46.924 | -39.728 | -64 |
444 | resnetaa101d.sw_in12k_ft_in1k | 288 | 37.104 | 62.896 | 57.901 | 42.099 | 44.57 | 1.000 | bicubic | -47.000 | -39.217 | -79 |
445 | tf_efficientnet_b3.ap_in1k | 300 | 37.100 | 62.900 | 57.272 | 42.728 | 12.23 | 0.904 | bicubic | -44.754 | -38.336 | +276 |
446 | efficientnetv2_rw_s.ra2_in1k | 384 | 37.087 | 62.913 | 56.826 | 43.174 | 23.94 | 1.000 | bicubic | -46.739 | -39.898 | -36 |
447 | maxvit_tiny_tf_224.in1k | 224 | 37.067 | 62.933 | 56.928 | 43.072 | 30.92 | 0.950 | bicubic | -46.353 | -39.660 | +38 |
448 | seresnext101_32x8d.ah_in1k | 224 | 37.061 | 62.939 | 56.061 | 43.939 | 93.57 | 1.000 | bicubic | -46.475 | -40.281 | +12 |
449 | rexnetr_200.sw_in12k_ft_in1k | 224 | 37.004 | 62.996 | 58.838 | 41.162 | 16.52 | 1.000 | bicubic | -45.534 | -37.564 | +166 |
450 | regnetz_040_h.ra3_in1k | 320 | 36.996 | 63.004 | 57.258 | 42.742 | 28.94 | 1.000 | bicubic | -47.514 | -39.758 | -142 |
451 | swinv2_base_window16_256.ms_in1k | 256 | 36.994 | 63.006 | 56.134 | 43.866 | 87.92 | 0.900 | bicubic | -47.614 | -40.930 | -157 |
452 | regnetz_d8.ra3_in1k | 256 | 36.983 | 63.017 | 58.459 | 41.541 | 23.37 | 1.000 | bicubic | -46.486 | -38.163 | +20 |
453 | 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 | +45 |
454 | volo_d1_224.sail_in1k | 224 | 36.902 | 63.098 | 56.663 | 43.337 | 26.63 | 0.960 | bicubic | -47.250 | -40.357 | -91 |
455 | inception_next_small.sail_in1k | 224 | 36.884 | 63.116 | 56.765 | 43.235 | 49.37 | 0.875 | bicubic | -46.700 | -39.833 | -1 |
456 | efficientformerv2_l.snap_dist_in1k | 224 | 36.788 | 63.212 | 56.649 | 43.351 | 26.32 | 0.950 | bicubic | -46.852 | -40.089 | -9 |
457 | seresnet152d.ra2_in1k | 320 | 36.782 | 63.218 | 56.743 | 43.257 | 66.84 | 1.000 | bicubic | -47.558 | -40.297 | -119 |
458 | ecaresnet101d.miil_in1k | 224 | 36.770 | 63.230 | 56.997 | 43.003 | 44.57 | 0.950 | bicubic | -45.430 | -39.131 | +214 |
459 | seresnext101d_32x8d.ah_in1k | 288 | 36.717 | 63.283 | 56.444 | 43.556 | 93.59 | 1.000 | bicubic | -47.685 | -40.478 | -130 |
460 | 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 | -168 |
461 | resnetrs200.tf_in1k | 256 | 36.654 | 63.346 | 56.674 | 43.326 | 93.21 | 1.000 | bicubic | -47.228 | -40.086 | -61 |
462 | volo_d2_224.sail_in1k | 224 | 36.625 | 63.375 | 56.476 | 43.524 | 58.68 | 0.960 | bicubic | -48.577 | -40.710 | -233 |
463 | caformer_s18.sail_in1k | 224 | 36.601 | 63.399 | 55.843 | 44.157 | 26.34 | 1.000 | bicubic | -47.067 | -40.677 | -22 |
464 | fastvit_ma36.apple_in1k | 256 | 36.578 | 63.422 | 56.533 | 43.467 | 44.07 | 0.950 | bicubic | -47.306 | -40.229 | -66 |
465 | xception65p.ra3_in1k | 299 | 36.572 | 63.428 | 56.438 | 43.562 | 39.82 | 0.940 | bicubic | -46.592 | -40.062 | +52 |
466 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 36.556 | 63.444 | 56.721 | 43.279 | 37.76 | 1.000 | bicubic | -47.716 | -40.077 | -120 |
467 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 36.552 | 63.448 | 56.560 | 43.440 | 32.59 | 1.000 | bicubic | -46.310 | -39.770 | +90 |
468 | seresnextaa101d_32x8d.ah_in1k | 288 | 36.542 | 63.458 | 56.389 | 43.611 | 93.59 | 1.000 | bicubic | -48.036 | -40.685 | -169 |
469 | fastvit_sa36.apple_in1k | 256 | 36.536 | 63.464 | 55.994 | 44.006 | 31.53 | 0.900 | bicubic | -46.968 | -40.636 | -4 |
470 | nextvit_base.bd_in1k | 224 | 36.534 | 63.466 | 56.490 | 43.510 | 44.82 | 0.950 | bicubic | -46.962 | -40.156 | -4 |
471 | focalnet_base_srf.ms_in1k | 224 | 36.464 | 63.536 | 56.201 | 43.799 | 88.15 | 0.900 | bicubic | -47.344 | -41.083 | -58 |
472 | regnetz_d32.ra3_in1k | 320 | 36.428 | 63.572 | 57.372 | 42.628 | 27.58 | 0.950 | bicubic | -47.602 | -39.502 | -93 |
473 | 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 | -149 |
474 | volo_d2_384.sail_in1k | 384 | 36.424 | 63.576 | 56.301 | 43.699 | 58.87 | 1.000 | bicubic | -49.634 | -41.283 | -327 |
475 | regnety_160.deit_in1k | 224 | 36.416 | 63.584 | 56.476 | 43.524 | 83.59 | 1.000 | bicubic | -46.534 | -40.042 | +72 |
476 | efficientnet_b3.ra2_in1k | 320 | 36.414 | 63.586 | 56.834 | 43.166 | 12.23 | 1.000 | bicubic | -45.896 | -39.305 | +175 |
477 | cait_xs24_384.fb_dist_in1k | 384 | 36.413 | 63.587 | 56.918 | 43.082 | 26.67 | 1.000 | bicubic | -47.651 | -39.982 | -103 |
478 | deit_base_distilled_patch16_224.fb_in1k | 224 | 36.409 | 63.591 | 56.617 | 43.383 | 87.34 | 0.900 | bicubic | -46.979 | -39.873 | +12 |
479 | gcvit_base.in1k | 224 | 36.385 | 63.615 | 55.904 | 44.096 | 90.32 | 0.875 | bicubic | -48.069 | -40.946 | -164 |
480 | efficientnet_b3.ra2_in1k | 288 | 36.379 | 63.621 | 56.883 | 43.117 | 12.23 | 1.000 | bicubic | -45.087 | -38.865 | +288 |
481 | resnetrs270.tf_in1k | 352 | 36.365 | 63.635 | 56.560 | 43.440 | 129.86 | 1.000 | bicubic | -48.079 | -40.514 | -160 |
482 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 36.359 | 63.641 | 56.704 | 43.296 | 22.52 | 0.950 | bicubic | -46.154 | -39.556 | +139 |
483 | dm_nfnet_f1.dm_in1k | 320 | 36.356 | 63.644 | 55.715 | 44.285 | 132.63 | 0.910 | bicubic | -48.340 | -41.465 | -194 |
484 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 36.344 | 63.656 | 57.301 | 42.699 | 15.62 | 1.000 | bicubic | -45.674 | -38.865 | +210 |
485 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 36.304 | 63.696 | 56.285 | 43.715 | 38.88 | 0.950 | bicubic | -47.154 | -40.237 | -10 |
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 | +43 |
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 | +165 |
488 | convnext_small.fb_in1k | 288 | 36.251 | 63.749 | 55.934 | 44.066 | 50.22 | 1.000 | bicubic | -47.453 | -40.883 | -53 |
489 | convformer_s18.sail_in1k_384 | 384 | 36.226 | 63.774 | 56.053 | 43.947 | 26.77 | 1.000 | bicubic | -48.168 | -41.059 | -158 |
490 | resnet152.a1h_in1k | 224 | 36.187 | 63.813 | 55.741 | 44.259 | 60.19 | 1.000 | bicubic | -46.483 | -40.311 | +96 |
491 | deit3_small_patch16_384.fb_in1k | 384 | 36.165 | 63.835 | 55.590 | 44.410 | 22.21 | 1.000 | bicubic | -47.263 | -41.084 | -8 |
492 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 36.133 | 63.867 | 56.014 | 43.986 | 32.59 | 1.000 | bicubic | -47.001 | -40.364 | +28 |
493 | mvitv2_tiny.fb_in1k | 224 | 36.120 | 63.880 | 55.134 | 44.866 | 24.17 | 0.900 | bicubic | -46.288 | -41.016 | +140 |
494 | focalnet_base_lrf.ms_in1k | 224 | 36.114 | 63.886 | 55.597 | 44.403 | 88.75 | 0.900 | bicubic | -47.714 | -41.017 | -85 |
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 | +137 |
496 | resnet101d.ra2_in1k | 256 | 36.086 | 63.914 | 55.729 | 44.271 | 44.57 | 1.000 | bicubic | -46.234 | -40.339 | +154 |
497 | regnetz_040.ra3_in1k | 320 | 36.069 | 63.931 | 55.755 | 44.245 | 27.12 | 1.000 | bicubic | -48.187 | -41.179 | -147 |
498 | regnety_320.seer_ft_in1k | 384 | 36.047 | 63.953 | 58.467 | 41.533 | 145.05 | 1.000 | bicubic | -47.287 | -38.245 | +4 |
499 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 35.955 | 64.045 | 56.014 | 43.986 | 32.59 | 1.000 | bicubic | -47.463 | -40.598 | -13 |
500 | resnest200e.in1k | 320 | 35.937 | 64.063 | 55.869 | 44.131 | 70.20 | 0.909 | bicubic | -47.935 | -41.007 | -98 |
501 | nextvit_base.bd_in1k_384 | 384 | 35.933 | 64.067 | 56.218 | 43.782 | 44.82 | 1.000 | bicubic | -48.793 | -41.006 | -216 |
502 | resnetrs152.tf_in1k | 256 | 35.878 | 64.122 | 55.421 | 44.579 | 86.62 | 1.000 | bicubic | -47.006 | -40.855 | +53 |
503 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 35.862 | 64.138 | 58.461 | 41.539 | 11.69 | 0.875 | bilinear | -37.426 | -33.293 | +856 |
504 | dm_nfnet_f0.dm_in1k | 192 | 35.858 | 64.142 | 56.523 | 43.477 | 71.49 | 0.900 | bicubic | -45.580 | -39.151 | +269 |
505 | eca_nfnet_l1.ra2_in1k | 320 | 35.851 | 64.149 | 55.934 | 44.066 | 41.41 | 1.000 | bicubic | -48.199 | -41.101 | -130 |
506 | sequencer2d_l.in1k | 224 | 35.831 | 64.169 | 55.715 | 44.285 | 54.30 | 0.875 | bicubic | -47.563 | -40.781 | -17 |
507 | 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 | +223 |
508 | gcvit_small.in1k | 224 | 35.780 | 64.220 | 54.908 | 45.092 | 51.09 | 0.875 | bicubic | -48.128 | -41.752 | -116 |
509 | 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 | +104 |
510 | nfnet_l0.ra2_in1k | 224 | 35.666 | 64.334 | 56.739 | 43.261 | 35.07 | 1.000 | bicubic | -46.182 | -39.293 | +212 |
511 | regnety_080.ra3_in1k | 224 | 35.613 | 64.387 | 55.660 | 44.340 | 39.18 | 1.000 | bicubic | -47.485 | -40.828 | +17 |
512 | convnext_tiny_hnf.a2h_in1k | 224 | 35.605 | 64.395 | 54.163 | 45.837 | 28.59 | 1.000 | bicubic | -46.427 | -41.609 | +181 |
513 | 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 | -18 |
514 | flexivit_base.1200ep_in1k | 240 | 35.519 | 64.481 | 53.833 | 46.167 | 86.59 | 0.950 | bicubic | -49.169 | -43.187 | -224 |
515 | 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 | -111 |
516 | coat_small.in1k | 224 | 35.515 | 64.485 | 55.177 | 44.823 | 21.69 | 0.900 | bicubic | -46.861 | -41.037 | +124 |
517 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 35.511 | 64.489 | 57.557 | 42.443 | 22.20 | 1.000 | bicubic | -48.293 | -38.953 | -103 |
518 | 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 | +35 |
519 | tf_efficientnet_b5.aa_in1k | 456 | 35.475 | 64.525 | 56.199 | 43.801 | 30.39 | 0.934 | bicubic | -48.221 | -40.515 | -82 |
520 | regnetz_c16.ra3_in1k | 256 | 35.473 | 64.527 | 56.554 | 43.446 | 13.46 | 1.000 | bicubic | -46.629 | -39.508 | +163 |
521 | regnetz_d8_evos.ch_in1k | 320 | 35.464 | 64.537 | 55.770 | 44.230 | 23.46 | 1.000 | bicubic | -48.688 | -41.004 | -159 |
522 | swinv2_base_window8_256.ms_in1k | 256 | 35.464 | 64.537 | 54.635 | 45.365 | 87.92 | 0.900 | bicubic | -48.782 | -42.267 | -168 |
523 | xcit_medium_24_p8_224.fb_in1k | 224 | 35.444 | 64.556 | 54.837 | 45.163 | 84.32 | 1.000 | bicubic | -48.298 | -41.805 | -94 |
524 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 35.436 | 64.564 | 55.212 | 44.788 | 13.68 | 1.000 | bicubic | -45.832 | -40.362 | +274 |
525 | swinv2_small_window16_256.ms_in1k | 256 | 35.422 | 64.578 | 54.642 | 45.358 | 49.73 | 0.900 | bicubic | -48.794 | -42.231 | -169 |
526 | dm_nfnet_f0.dm_in1k | 256 | 35.410 | 64.590 | 55.525 | 44.475 | 71.49 | 0.900 | bicubic | -48.062 | -41.043 | -55 |
527 | efficientnetv2_rw_t.ra2_in1k | 224 | 35.391 | 64.609 | 54.986 | 45.014 | 13.65 | 1.000 | bicubic | -45.983 | -40.468 | +255 |
528 | resnest101e.in1k | 256 | 35.383 | 64.617 | 55.786 | 44.214 | 48.28 | 0.875 | bilinear | -47.533 | -40.524 | +23 |
529 | resnet152.a1h_in1k | 288 | 35.353 | 64.647 | 54.656 | 45.344 | 60.19 | 1.000 | bicubic | -48.141 | -41.866 | -62 |
530 | convit_base.fb_in1k | 224 | 35.322 | 64.678 | 54.941 | 45.059 | 86.54 | 0.875 | bicubic | -46.972 | -40.997 | +126 |
531 | efficientformer_l3.snap_dist_in1k | 224 | 35.292 | 64.707 | 54.497 | 45.503 | 31.41 | 0.950 | bicubic | -47.271 | -41.745 | +83 |
532 | focalnet_small_lrf.ms_in1k | 224 | 35.279 | 64.721 | 54.922 | 45.078 | 50.34 | 0.900 | bicubic | -48.229 | -41.664 | -68 |
533 | convformer_s18.sail_in1k | 224 | 35.255 | 64.745 | 54.609 | 45.391 | 26.77 | 1.000 | bicubic | -47.713 | -41.635 | +13 |
534 | 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 | +75 |
535 | edgenext_base.usi_in1k | 320 | 35.241 | 64.759 | 55.140 | 44.860 | 18.51 | 1.000 | bicubic | -48.725 | -41.630 | -149 |
536 | convnextv2_nano.fcmae_ft_in1k | 224 | 35.239 | 64.761 | 55.326 | 44.674 | 15.62 | 1.000 | bicubic | -46.527 | -40.364 | +198 |
537 | fastvit_sa24.apple_dist_in1k | 256 | 35.206 | 64.794 | 54.646 | 45.354 | 21.55 | 0.900 | bicubic | -48.156 | -41.930 | -43 |
538 | flexivit_base.600ep_in1k | 240 | 35.155 | 64.845 | 53.676 | 46.324 | 86.59 | 0.950 | bicubic | -49.405 | -43.234 | -237 |
539 | convnext_tiny.fb_in1k | 224 | 35.123 | 64.876 | 54.986 | 45.014 | 28.59 | 1.000 | bicubic | -46.890 | -40.876 | +157 |
540 | twins_svt_large.in1k | 224 | 35.100 | 64.900 | 54.721 | 45.279 | 99.27 | 0.900 | bicubic | -48.590 | -41.893 | -102 |
541 | regnety_032.ra_in1k | 224 | 35.080 | 64.920 | 55.155 | 44.845 | 19.44 | 1.000 | bicubic | -46.828 | -40.809 | +173 |
542 | repvgg_b3g4.rvgg_in1k | 224 | 35.078 | 64.922 | 54.749 | 45.251 | 83.83 | 0.875 | bilinear | -45.146 | -40.349 | +406 |
543 | convnextv2_tiny.fcmae_ft_in1k | 288 | 35.053 | 64.947 | 54.206 | 45.794 | 28.64 | 1.000 | bicubic | -48.423 | -42.512 | -73 |
544 | repvgg_b3.rvgg_in1k | 224 | 35.029 | 64.971 | 54.515 | 45.485 | 123.09 | 0.875 | bilinear | -45.489 | -40.739 | +355 |
545 | regnetz_d8.ra3_in1k | 320 | 35.019 | 64.981 | 55.963 | 44.037 | 23.37 | 1.000 | bicubic | -49.023 | -41.039 | -169 |
546 | repvit_m1_5.dist_450e_in1k | 224 | 35.002 | 64.998 | 54.297 | 45.703 | 14.64 | 0.950 | bicubic | -47.518 | -41.813 | +73 |
547 | rexnetr_200.sw_in12k_ft_in1k | 288 | 34.960 | 65.040 | 55.914 | 44.086 | 16.52 | 1.000 | bicubic | -48.208 | -40.740 | -33 |
548 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 34.947 | 65.053 | 55.702 | 44.298 | 11.07 | 1.000 | bicubic | -47.953 | -40.858 | +4 |
549 | repvgg_d2se.rvgg_in1k | 320 | 34.927 | 65.073 | 53.524 | 46.476 | 133.33 | 1.000 | bilinear | -48.627 | -43.140 | -92 |
550 | resnext101_64x4d.c1_in1k | 224 | 34.917 | 65.083 | 53.739 | 46.261 | 83.46 | 1.000 | bicubic | -47.515 | -42.194 | +81 |
551 | 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 | -133 |
552 | resnet101d.ra2_in1k | 320 | 34.874 | 65.126 | 54.181 | 45.819 | 44.57 | 1.000 | bicubic | -48.144 | -42.277 | -14 |
553 | repvit_m1_5.dist_300e_in1k | 224 | 34.870 | 65.130 | 54.336 | 45.664 | 14.64 | 0.950 | bicubic | -47.512 | -41.690 | +86 |
554 | coatnet_1_rw_224.sw_in1k | 224 | 34.864 | 65.136 | 53.426 | 46.574 | 41.72 | 0.950 | bicubic | -48.748 | -42.956 | -105 |
555 | flexivit_base.300ep_in1k | 240 | 34.846 | 65.154 | 53.194 | 46.806 | 86.59 | 0.950 | bicubic | -49.556 | -43.692 | -225 |
556 | convnext_nano.in12k_ft_in1k | 224 | 34.829 | 65.171 | 56.173 | 43.827 | 15.59 | 1.000 | bicubic | -47.131 | -40.087 | +150 |
557 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 34.817 | 65.183 | 54.652 | 45.348 | 32.59 | 1.000 | bicubic | -47.009 | -40.996 | +168 |
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 | -61 |
559 | resnet101.a1h_in1k | 224 | 34.807 | 65.193 | 54.572 | 45.428 | 44.55 | 1.000 | bicubic | -47.127 | -41.130 | +152 |
560 | swin_s3_base_224.ms_in1k | 224 | 34.805 | 65.195 | 53.731 | 46.269 | 71.13 | 0.900 | bicubic | -49.115 | -42.927 | -171 |
561 | regnetz_c16_evos.ch_in1k | 256 | 34.803 | 65.197 | 55.998 | 44.002 | 13.49 | 0.950 | bicubic | -47.139 | -40.152 | +149 |
562 | seresnext101_32x8d.ah_in1k | 288 | 34.797 | 65.203 | 53.522 | 46.478 | 93.57 | 1.000 | bicubic | -49.397 | -43.340 | -203 |
563 | maxvit_tiny_rw_224.sw_in1k | 224 | 34.785 | 65.215 | 53.357 | 46.643 | 29.06 | 0.950 | bicubic | -48.737 | -43.131 | -100 |
564 | resnetv2_101.a1h_in1k | 224 | 34.762 | 65.238 | 53.538 | 46.462 | 44.54 | 1.000 | bicubic | -47.290 | -42.318 | +126 |
565 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 34.738 | 65.262 | 55.774 | 44.226 | 6.34 | 1.000 | bicubic | -43.190 | -37.912 | +615 |
566 | vit_base_patch16_rpn_224.sw_in1k | 224 | 34.723 | 65.277 | 54.666 | 45.334 | 86.54 | 0.900 | bicubic | -47.493 | -41.332 | +101 |
567 | 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 | +6 |
568 | 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 | -116 |
569 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 34.709 | 65.291 | 55.721 | 44.279 | 306.63 | 1.000 | bicubic | -46.797 | -39.767 | +191 |
570 | sequencer2d_m.in1k | 224 | 34.703 | 65.297 | 53.996 | 46.004 | 38.31 | 0.875 | bicubic | -48.109 | -42.656 | -3 |
571 | deit3_small_patch16_224.fb_in1k | 224 | 34.679 | 65.321 | 53.129 | 46.871 | 22.06 | 0.900 | bicubic | -46.695 | -42.421 | +212 |
572 | focalnet_small_srf.ms_in1k | 224 | 34.672 | 65.329 | 54.416 | 45.584 | 49.89 | 0.900 | bicubic | -48.759 | -42.017 | -91 |
573 | davit_tiny.msft_in1k | 224 | 34.672 | 65.329 | 54.330 | 45.670 | 28.36 | 0.950 | bicubic | -48.026 | -41.954 | +11 |
574 | ecaresnet101d.miil_in1k | 288 | 34.662 | 65.338 | 54.507 | 45.493 | 44.57 | 0.950 | bicubic | -48.336 | -42.017 | -32 |
575 | 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 | +51 |
576 | regnetv_064.ra3_in1k | 224 | 34.622 | 65.378 | 55.454 | 44.546 | 30.58 | 1.000 | bicubic | -48.378 | -40.958 | -35 |
577 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 34.618 | 65.382 | 55.943 | 44.057 | 194.03 | 0.875 | bilinear | -47.261 | -40.157 | +142 |
578 | repvgg_b2g4.rvgg_in1k | 224 | 34.609 | 65.391 | 54.798 | 45.202 | 61.76 | 0.875 | bilinear | -44.787 | -39.882 | +455 |
579 | 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 | -172 |
580 | resnetrs200.tf_in1k | 320 | 34.546 | 65.454 | 54.257 | 45.743 | 93.21 | 1.000 | bicubic | -49.898 | -42.715 | -260 |
581 | gcvit_tiny.in1k | 224 | 34.540 | 65.460 | 53.220 | 46.780 | 28.22 | 0.875 | bicubic | -48.856 | -43.172 | -93 |
582 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 34.505 | 65.496 | 54.882 | 45.118 | 11.07 | 1.000 | bicubic | -47.709 | -41.014 | +86 |
583 | poolformerv2_m48.sail_in1k | 224 | 34.501 | 65.499 | 53.980 | 46.020 | 73.35 | 1.000 | bicubic | -48.111 | -42.088 | +17 |
584 | 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 | -21 |
585 | resnet51q.ra2_in1k | 256 | 34.461 | 65.539 | 54.143 | 45.857 | 35.70 | 1.000 | bilinear | -47.555 | -41.873 | +110 |
586 | tf_efficientnetv2_s.in1k | 300 | 34.432 | 65.568 | 54.259 | 45.741 | 21.46 | 1.000 | bicubic | -48.740 | -42.077 | -73 |
587 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 34.424 | 65.576 | 55.020 | 44.980 | 15.62 | 1.000 | bicubic | -48.242 | -41.526 | +1 |
588 | efficientvit_b2.r256_in1k | 256 | 34.418 | 65.582 | 53.591 | 46.409 | 24.33 | 1.000 | bicubic | -48.294 | -42.501 | -7 |
589 | resnetrs152.tf_in1k | 320 | 34.395 | 65.606 | 53.526 | 46.474 | 86.62 | 1.000 | bicubic | -49.315 | -43.084 | -156 |
590 | resnest50d_4s2x40d.in1k | 224 | 34.357 | 65.643 | 54.723 | 45.277 | 30.42 | 0.875 | bicubic | -46.789 | -40.843 | +226 |
591 | pvt_v2_b2_li.in1k | 224 | 34.328 | 65.672 | 54.088 | 45.912 | 22.55 | 0.900 | bicubic | -47.874 | -42.022 | +80 |
592 | crossvit_18_dagger_408.in1k | 408 | 34.237 | 65.763 | 53.092 | 46.908 | 44.61 | 1.000 | bicubic | -49.965 | -43.740 | -234 |
593 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 34.235 | 65.765 | 55.778 | 44.222 | 14.36 | 0.900 | bicubic | -46.841 | -40.142 | +231 |
594 | 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 | +1 |
595 | efficientvit_b2.r288_in1k | 288 | 34.227 | 65.773 | 53.526 | 46.474 | 24.33 | 1.000 | bicubic | -48.859 | -42.778 | -65 |
596 | resnetrs101.tf_in1k | 192 | 34.208 | 65.792 | 54.542 | 45.458 | 63.62 | 0.940 | bicubic | -46.494 | -40.702 | +281 |
597 | tf_efficientnet_b1.ns_jft_in1k | 240 | 34.184 | 65.816 | 55.511 | 44.489 | 7.79 | 0.882 | bicubic | -47.204 | -40.247 | +183 |
598 | pit_s_distilled_224.in1k | 224 | 34.174 | 65.826 | 53.369 | 46.631 | 24.04 | 0.900 | bicubic | -47.668 | -42.331 | +125 |
599 | efficientnetv2_rw_t.ra2_in1k | 288 | 34.157 | 65.843 | 53.161 | 46.839 | 13.65 | 1.000 | bicubic | -48.195 | -43.015 | +45 |
600 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 34.117 | 65.883 | 55.053 | 44.947 | 6.34 | 1.000 | bicubic | -44.657 | -39.389 | +505 |
601 | tf_efficientnet_b4.aa_in1k | 380 | 34.106 | 65.894 | 54.210 | 45.790 | 19.34 | 0.922 | bicubic | -48.930 | -42.082 | -65 |
602 | fastvit_sa24.apple_in1k | 256 | 34.080 | 65.920 | 53.750 | 46.250 | 21.55 | 0.900 | bicubic | -48.626 | -42.528 | -20 |
603 | twins_pcpvt_large.in1k | 224 | 34.076 | 65.924 | 54.110 | 45.890 | 60.99 | 0.900 | bicubic | -49.092 | -42.500 | -88 |
604 | resnetv2_101.a1h_in1k | 288 | 34.072 | 65.928 | 52.314 | 47.686 | 44.54 | 1.000 | bicubic | -48.930 | -44.130 | -64 |
605 | 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 | -121 |
606 | efficientformerv2_s2.snap_dist_in1k | 224 | 34.066 | 65.934 | 53.530 | 46.470 | 12.71 | 0.950 | bicubic | -48.100 | -42.176 | +70 |
607 | tf_efficientnet_b6.aa_in1k | 528 | 34.060 | 65.940 | 54.566 | 45.434 | 43.04 | 0.942 | bicubic | -50.058 | -42.326 | -243 |
608 | 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 | +135 |
609 | xcit_small_24_p16_224.fb_in1k | 224 | 34.037 | 65.963 | 53.269 | 46.731 | 47.67 | 1.000 | bicubic | -48.543 | -42.731 | +2 |
610 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 34.033 | 65.967 | 53.754 | 46.246 | 32.59 | 1.000 | bicubic | -48.641 | -42.562 | -25 |
611 | efficientnet_b3_pruned.in1k | 300 | 34.013 | 65.987 | 54.104 | 45.896 | 9.86 | 0.904 | bicubic | -46.859 | -41.168 | +243 |
612 | nfnet_l0.ra2_in1k | 288 | 34.002 | 65.999 | 54.356 | 45.644 | 35.07 | 1.000 | bicubic | -48.755 | -42.138 | -38 |
613 | nextvit_small.bd_in1k_384 | 384 | 33.998 | 66.002 | 53.870 | 46.130 | 31.76 | 1.000 | bicubic | -50.037 | -43.118 | -236 |
614 | regnety_160.deit_in1k | 288 | 33.996 | 66.004 | 53.558 | 46.442 | 83.59 | 1.000 | bicubic | -49.704 | -43.228 | -178 |
615 | resnext101_64x4d.tv_in1k | 224 | 33.992 | 66.008 | 52.512 | 47.488 | 83.46 | 0.875 | bilinear | -48.986 | -43.740 | -70 |
616 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 33.990 | 66.010 | 53.285 | 46.715 | 13.68 | 1.000 | bicubic | -48.490 | -43.015 | +9 |
617 | resnext101_32x8d.tv2_in1k | 176 | 33.960 | 66.040 | 52.459 | 47.541 | 88.79 | 0.965 | bilinear | -47.952 | -43.333 | +96 |
618 | cs3edgenet_x.c2_in1k | 256 | 33.860 | 66.140 | 53.291 | 46.709 | 47.82 | 1.000 | bicubic | -48.406 | -42.819 | +41 |
619 | resnext101_64x4d.c1_in1k | 288 | 33.854 | 66.146 | 52.172 | 47.828 | 83.46 | 1.000 | bicubic | -49.304 | -44.198 | -101 |
620 | 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 | -152 |
621 | poolformerv2_s36.sail_in1k | 224 | 33.836 | 66.164 | 53.672 | 46.328 | 30.79 | 1.000 | bicubic | -47.740 | -42.008 | +128 |
622 | 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 | +79 |
623 | nextvit_small.bd_in1k | 224 | 33.811 | 66.189 | 53.181 | 46.819 | 31.76 | 0.950 | bicubic | -48.809 | -43.041 | -24 |
624 | resnet101.a1h_in1k | 288 | 33.772 | 66.228 | 53.131 | 46.869 | 44.55 | 1.000 | bicubic | -49.031 | -43.187 | -55 |
625 | repvit_m3.dist_in1k | 224 | 33.768 | 66.232 | 53.110 | 46.890 | 10.68 | 0.950 | bicubic | -47.720 | -42.452 | +138 |
626 | cs3se_edgenet_x.c2ns_in1k | 256 | 33.744 | 66.256 | 53.230 | 46.770 | 50.72 | 1.000 | bicubic | -49.036 | -43.084 | -54 |
627 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 33.740 | 66.260 | 55.935 | 44.065 | 217.32 | 1.000 | bilinear | -50.280 | -41.048 | -247 |
628 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 33.728 | 66.272 | 54.344 | 45.656 | 6.34 | 1.000 | bicubic | -45.320 | -40.538 | +451 |
629 | swin_s3_small_224.ms_in1k | 224 | 33.689 | 66.311 | 52.408 | 47.592 | 49.74 | 0.900 | bicubic | -50.089 | -44.052 | -210 |
630 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 33.685 | 66.315 | 53.294 | 46.706 | 11.07 | 1.000 | bicubic | -46.709 | -42.048 | +287 |
631 | swinv2_small_window8_256.ms_in1k | 256 | 33.665 | 66.335 | 52.778 | 47.222 | 49.73 | 0.900 | bicubic | -50.179 | -43.872 | -226 |
632 | resnet152.tv2_in1k | 224 | 33.632 | 66.368 | 51.650 | 48.350 | 60.19 | 0.965 | bilinear | -48.660 | -44.350 | +25 |
633 | resnet51q.ra2_in1k | 288 | 33.595 | 66.405 | 53.027 | 46.973 | 35.70 | 1.000 | bilinear | -48.761 | -43.151 | +10 |
634 | inception_next_tiny.sail_in1k | 224 | 33.593 | 66.407 | 53.045 | 46.955 | 28.06 | 0.875 | bicubic | -48.915 | -42.955 | -12 |
635 | regnety_064.ra3_in1k | 224 | 33.589 | 66.411 | 53.288 | 46.712 | 30.58 | 1.000 | bicubic | -49.225 | -42.987 | -70 |
636 | regnetv_040.ra3_in1k | 224 | 33.585 | 66.415 | 53.078 | 46.922 | 20.64 | 1.000 | bicubic | -48.853 | -43.114 | -6 |
637 | resnet61q.ra2_in1k | 256 | 33.565 | 66.435 | 52.261 | 47.739 | 36.85 | 1.000 | bicubic | -48.357 | -43.581 | +75 |
638 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 33.546 | 66.454 | 52.799 | 47.201 | 12.12 | 1.000 | bicubic | -49.034 | -43.455 | -29 |
639 | eca_nfnet_l0.ra2_in1k | 224 | 33.544 | 66.456 | 54.167 | 45.833 | 24.14 | 1.000 | bicubic | -48.058 | -41.875 | +107 |
640 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 33.508 | 66.492 | 52.870 | 47.130 | 11.07 | 1.000 | bicubic | -47.776 | -42.870 | +156 |
641 | 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 | -14 |
642 | regnety_080.ra3_in1k | 288 | 33.477 | 66.523 | 52.899 | 47.101 | 39.18 | 1.000 | bicubic | -50.463 | -43.981 | -256 |
643 | cs3edgenet_x.c2_in1k | 288 | 33.455 | 66.545 | 52.931 | 47.069 | 47.82 | 1.000 | bicubic | -49.291 | -43.459 | -67 |
644 | convmixer_1536_20.in1k | 224 | 33.445 | 66.555 | 53.055 | 46.945 | 51.63 | 0.960 | bicubic | -47.925 | -42.575 | +140 |
645 | regnety_032.ra_in1k | 288 | 33.434 | 66.566 | 52.778 | 47.222 | 19.44 | 1.000 | bicubic | -49.290 | -43.646 | -66 |
646 | sequencer2d_s.in1k | 224 | 33.428 | 66.572 | 52.385 | 47.615 | 27.65 | 0.875 | bicubic | -48.912 | -43.645 | -1 |
647 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 33.426 | 66.574 | 55.022 | 44.978 | 14.36 | 0.900 | bicubic | -49.240 | -41.608 | -60 |
648 | crossvit_18_240.in1k | 240 | 33.396 | 66.604 | 52.259 | 47.741 | 43.27 | 0.875 | bicubic | -48.990 | -43.807 | -10 |
649 | gernet_l.idstcv_in1k | 256 | 33.392 | 66.608 | 51.785 | 48.215 | 31.08 | 0.875 | bilinear | -47.964 | -43.765 | +136 |
650 | regnetz_c16.ra3_in1k | 320 | 33.383 | 66.618 | 54.271 | 45.729 | 13.46 | 1.000 | bicubic | -49.277 | -42.061 | -61 |
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 | +10 |
652 | 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 | +204 |
653 | crossvit_15_dagger_408.in1k | 408 | 33.345 | 66.655 | 52.243 | 47.757 | 28.50 | 1.000 | bicubic | -50.495 | -44.537 | -247 |
654 | wide_resnet50_2.racm_in1k | 224 | 33.312 | 66.688 | 52.459 | 47.541 | 68.88 | 0.950 | bicubic | -48.228 | -43.125 | +101 |
655 | wide_resnet101_2.tv2_in1k | 224 | 33.286 | 66.714 | 51.455 | 48.545 | 126.89 | 0.965 | bilinear | -49.230 | -44.557 | -35 |
656 | crossvit_18_dagger_240.in1k | 240 | 33.284 | 66.716 | 52.190 | 47.810 | 44.27 | 0.875 | bicubic | -49.238 | -43.876 | -38 |
657 | tresnet_xl.miil_in1k | 224 | 33.276 | 66.724 | 52.310 | 47.690 | 78.44 | 0.875 | bilinear | -48.788 | -43.620 | +31 |
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 | +177 |
659 | fbnetv3_g.ra2_in1k | 240 | 33.239 | 66.761 | 53.731 | 46.269 | 16.62 | 0.950 | bilinear | -48.011 | -41.951 | +143 |
660 | nest_base_jx.goog_in1k | 224 | 33.223 | 66.777 | 51.827 | 48.173 | 67.72 | 0.875 | bicubic | -50.323 | -44.539 | -202 |
661 | convnext_tiny.fb_in1k | 288 | 33.180 | 66.820 | 52.668 | 47.332 | 28.59 | 1.000 | bicubic | -49.514 | -43.476 | -77 |
662 | resnest50d_1s4x24d.in1k | 224 | 33.172 | 66.828 | 52.852 | 47.148 | 25.68 | 0.875 | bicubic | -47.846 | -42.484 | +169 |
663 | convnext_nano.in12k_ft_in1k | 288 | 33.135 | 66.865 | 53.982 | 46.018 | 15.59 | 1.000 | bicubic | -49.747 | -42.580 | -107 |
664 | resnet61q.ra2_in1k | 288 | 33.121 | 66.879 | 51.718 | 48.282 | 36.85 | 1.000 | bicubic | -49.403 | -44.796 | -47 |
665 | 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 | -12 |
666 | rexnet_300.nav_in1k | 224 | 33.090 | 66.910 | 52.367 | 47.633 | 34.71 | 0.875 | bicubic | -49.692 | -43.865 | -95 |
667 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 33.082 | 66.918 | 51.907 | 48.093 | 16.78 | 0.950 | bicubic | -49.944 | -44.437 | -130 |
668 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 33.070 | 66.930 | 52.762 | 47.238 | 11.07 | 1.000 | bicubic | -48.238 | -42.930 | +121 |
669 | twins_pcpvt_base.in1k | 224 | 33.062 | 66.938 | 52.607 | 47.393 | 43.83 | 0.900 | bicubic | -49.670 | -43.739 | -91 |
670 | tf_efficientnetv2_s.in1k | 384 | 33.054 | 66.946 | 51.901 | 48.099 | 21.46 | 1.000 | bicubic | -50.842 | -44.797 | -276 |
671 | pvt_v2_b2.in1k | 224 | 33.039 | 66.961 | 52.015 | 47.985 | 25.36 | 0.900 | bicubic | -49.049 | -43.941 | +14 |
672 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 33.035 | 66.965 | 53.530 | 46.470 | 6.34 | 1.000 | bicubic | -46.869 | -41.618 | +306 |
673 | nest_small_jx.goog_in1k | 224 | 33.029 | 66.971 | 51.052 | 48.948 | 38.35 | 0.875 | bicubic | -50.093 | -45.282 | -150 |
674 | crossvit_base_240.in1k | 240 | 33.023 | 66.977 | 51.371 | 48.629 | 105.03 | 0.875 | bicubic | -49.205 | -44.443 | -10 |
675 | poolformerv2_m36.sail_in1k | 224 | 33.019 | 66.981 | 51.854 | 48.146 | 56.08 | 1.000 | bicubic | -49.195 | -44.416 | -6 |
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 | -42.950 | +231 |
677 | rexnet_200.nav_in1k | 224 | 32.978 | 67.022 | 52.943 | 47.057 | 16.37 | 0.875 | bicubic | -48.660 | -42.725 | +65 |
678 | resnest50d.in1k | 224 | 32.960 | 67.040 | 52.717 | 47.283 | 27.48 | 0.875 | bilinear | -47.998 | -42.853 | +160 |
679 | convit_small.fb_in1k | 224 | 32.956 | 67.044 | 52.153 | 47.847 | 27.78 | 0.875 | bicubic | -48.458 | -43.997 | +99 |
680 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 32.950 | 67.050 | 52.538 | 47.462 | 9.72 | 1.000 | bicubic | -46.344 | -42.330 | +370 |
681 | crossvit_15_dagger_240.in1k | 240 | 32.925 | 67.075 | 51.803 | 48.197 | 28.21 | 0.875 | bicubic | -49.405 | -44.151 | -34 |
682 | tf_efficientnet_b3.aa_in1k | 300 | 32.923 | 67.077 | 52.921 | 47.079 | 12.23 | 0.904 | bicubic | -48.729 | -42.803 | +57 |
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 | -371 |
684 | convnext_tiny_hnf.a2h_in1k | 288 | 32.905 | 67.095 | 51.198 | 48.802 | 28.59 | 1.000 | bicubic | -49.703 | -44.826 | -83 |
685 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 32.895 | 67.105 | 53.949 | 46.051 | 22.05 | 0.900 | bicubic | -48.519 | -41.787 | +92 |
686 | pnasnet5large.tf_in1k | 331 | 32.876 | 67.124 | 50.559 | 49.441 | 86.06 | 0.911 | bicubic | -49.953 | -45.663 | -126 |
687 | hgnet_small.paddle_in1k | 224 | 32.870 | 67.130 | 52.815 | 47.185 | 24.36 | 1.000 | bicubic | -48.470 | -43.027 | +100 |
688 | twins_svt_base.in1k | 224 | 32.846 | 67.154 | 51.524 | 48.476 | 56.07 | 0.900 | bicubic | -50.278 | -44.904 | -166 |
689 | regnetv_064.ra3_in1k | 288 | 32.828 | 67.172 | 52.890 | 47.110 | 30.58 | 1.000 | bicubic | -50.920 | -43.856 | -262 |
690 | convnextv2_nano.fcmae_ft_in1k | 288 | 32.803 | 67.197 | 52.672 | 47.328 | 15.62 | 1.000 | bicubic | -49.693 | -43.608 | -66 |
691 | resnet152.a1_in1k | 224 | 32.801 | 67.199 | 50.237 | 49.763 | 60.19 | 1.000 | bicubic | -49.091 | -44.999 | +26 |
692 | nasnetalarge.tf_in1k | 331 | 32.797 | 67.203 | 50.174 | 49.826 | 88.75 | 0.911 | bicubic | -49.839 | -45.886 | -98 |
693 | ecaresnet50t.ra2_in1k | 256 | 32.795 | 67.205 | 52.811 | 47.189 | 25.57 | 0.950 | bicubic | -48.645 | -42.893 | +79 |
694 | resnet152d.gluon_in1k | 224 | 32.764 | 67.237 | 51.076 | 48.924 | 60.21 | 0.875 | bicubic | -47.712 | -44.160 | +210 |
695 | gernet_m.idstcv_in1k | 224 | 32.752 | 67.248 | 51.895 | 48.105 | 21.14 | 0.875 | bilinear | -47.982 | -43.291 | +177 |
696 | inception_resnet_v2.tf_in1k | 299 | 32.744 | 67.256 | 50.655 | 49.345 | 55.84 | 0.897 | bicubic | -47.716 | -44.653 | +214 |
697 | repvit_m1_1.dist_450e_in1k | 224 | 32.740 | 67.260 | 52.675 | 47.325 | 8.80 | 0.950 | bicubic | -48.564 | -42.451 | +94 |
698 | seresnext50_32x4d.racm_in1k | 224 | 32.724 | 67.276 | 52.328 | 47.672 | 27.56 | 0.950 | bicubic | -48.572 | -43.258 | +97 |
699 | pit_b_224.in1k | 224 | 32.703 | 67.297 | 49.848 | 50.152 | 73.76 | 0.900 | bicubic | -49.757 | -45.860 | -70 |
700 | tf_efficientnet_b2.ap_in1k | 260 | 32.669 | 67.331 | 52.241 | 47.759 | 9.11 | 0.890 | bicubic | -47.627 | -42.791 | +234 |
701 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 32.655 | 67.345 | 52.949 | 47.051 | 9.72 | 1.000 | bicubic | -47.161 | -42.199 | +292 |
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 | -252 |
703 | fbnetv3_g.ra2_in1k | 288 | 32.624 | 67.376 | 52.907 | 47.093 | 16.62 | 0.950 | bilinear | -49.416 | -43.157 | -11 |
704 | regnety_320.tv2_in1k | 224 | 32.614 | 67.386 | 50.284 | 49.716 | 145.05 | 0.965 | bicubic | -50.560 | -46.134 | -192 |
705 | 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 | +251 |
706 | resnext101_32x8d.tv2_in1k | 224 | 32.571 | 67.429 | 50.154 | 49.846 | 88.79 | 0.965 | bilinear | -50.261 | -46.078 | -148 |
707 | regnetz_c16_evos.ch_in1k | 320 | 32.559 | 67.441 | 52.943 | 47.057 | 13.49 | 0.950 | bicubic | -50.083 | -43.537 | -114 |
708 | cait_xxs36_384.fb_dist_in1k | 384 | 32.549 | 67.451 | 52.253 | 47.747 | 17.37 | 1.000 | bicubic | -49.659 | -43.897 | -39 |
709 | tresnet_l.miil_in1k | 224 | 32.549 | 67.451 | 51.127 | 48.873 | 55.99 | 0.875 | bilinear | -48.949 | -44.525 | +54 |
710 | regnety_040.ra3_in1k | 224 | 32.520 | 67.480 | 51.605 | 48.395 | 20.65 | 1.000 | bicubic | -49.714 | -44.379 | -47 |
711 | resnetaa50d.sw_in12k_ft_in1k | 224 | 32.477 | 67.523 | 52.760 | 47.240 | 25.58 | 1.000 | bicubic | -49.291 | -43.282 | +22 |
712 | edgenext_small.usi_in1k | 256 | 32.427 | 67.573 | 52.025 | 47.975 | 5.59 | 1.000 | bicubic | -48.439 | -43.203 | +143 |
713 | gmlp_s16_224.ra3_in1k | 224 | 32.416 | 67.584 | 51.823 | 48.177 | 19.42 | 0.875 | bicubic | -47.228 | -42.805 | +301 |
714 | wide_resnet101_2.tv2_in1k | 176 | 32.394 | 67.606 | 50.113 | 49.887 | 126.89 | 0.965 | bilinear | -47.834 | -44.991 | +232 |
715 | maxvit_nano_rw_256.sw_in1k | 256 | 32.384 | 67.616 | 50.608 | 49.392 | 15.45 | 0.950 | bicubic | -50.560 | -45.616 | -167 |
716 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 32.376 | 67.624 | 50.431 | 49.569 | 55.84 | 0.897 | bicubic | -47.616 | -44.525 | +250 |
717 | deit_base_patch16_224.fb_in1k | 224 | 32.368 | 67.632 | 50.980 | 49.020 | 86.57 | 0.900 | bicubic | -49.612 | -44.808 | -14 |
718 | 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 | -175 |
719 | 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 | -210 |
720 | resnet152s.gluon_in1k | 224 | 32.347 | 67.653 | 50.532 | 49.468 | 60.32 | 0.875 | bicubic | -48.701 | -44.910 | +108 |
721 | repvit_m1_1.dist_300e_in1k | 224 | 32.292 | 67.708 | 51.948 | 48.052 | 8.80 | 0.950 | bicubic | -48.534 | -43.226 | +140 |
722 | 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 | +84 |
723 | poolformerv2_s24.sail_in1k | 224 | 32.276 | 67.724 | 51.490 | 48.510 | 21.34 | 1.000 | bicubic | -48.476 | -43.828 | +146 |
724 | 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 | -6 |
725 | seresnext101_64x4d.gluon_in1k | 224 | 32.203 | 67.797 | 50.325 | 49.675 | 88.23 | 0.875 | bicubic | -48.679 | -44.981 | +124 |
726 | resnet50.ram_in1k | 224 | 32.197 | 67.802 | 51.082 | 48.918 | 25.56 | 0.950 | bicubic | -46.613 | -43.334 | +373 |
727 | regnetx_320.tv2_in1k | 224 | 32.196 | 67.804 | 49.364 | 50.636 | 107.81 | 0.965 | bicubic | -50.628 | -46.916 | -165 |
728 | resnetv2_50d_gn.ah_in1k | 224 | 32.194 | 67.806 | 51.339 | 48.661 | 25.57 | 1.000 | bicubic | -48.638 | -43.935 | +132 |
729 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 32.135 | 67.865 | 51.728 | 48.272 | 9.72 | 1.000 | bicubic | -46.751 | -42.940 | +364 |
730 | gcvit_xtiny.in1k | 224 | 32.129 | 67.871 | 51.141 | 48.859 | 19.98 | 0.875 | bicubic | -49.839 | -44.825 | -26 |
731 | coat_lite_small.in1k | 224 | 32.127 | 67.873 | 49.983 | 50.017 | 19.84 | 0.900 | bicubic | -50.175 | -45.851 | -77 |
732 | seresnext101_32x4d.gluon_in1k | 224 | 32.123 | 67.877 | 51.221 | 48.779 | 48.96 | 0.875 | bicubic | -48.763 | -44.047 | +115 |
733 | convnextv2_pico.fcmae_ft_in1k | 224 | 32.119 | 67.881 | 52.106 | 47.894 | 9.07 | 0.950 | bicubic | -48.087 | -42.976 | +216 |
734 | tiny_vit_11m_224.in1k | 224 | 32.093 | 67.907 | 51.306 | 48.694 | 11.00 | 0.950 | bicubic | -49.445 | -44.564 | +22 |
735 | coatnext_nano_rw_224.sw_in1k | 224 | 32.093 | 67.907 | 51.033 | 48.967 | 14.70 | 0.900 | bicubic | -49.905 | -44.855 | -36 |
736 | tf_efficientnet_b7.aa_in1k | 600 | 32.087 | 67.912 | 52.155 | 47.845 | 66.35 | 0.949 | bicubic | -52.337 | -44.753 | -410 |
737 | flexivit_small.1200ep_in1k | 240 | 32.080 | 67.920 | 50.313 | 49.687 | 22.06 | 0.950 | bicubic | -50.512 | -45.837 | -129 |
738 | efficientvit_b2.r224_in1k | 224 | 32.074 | 67.926 | 50.936 | 49.064 | 24.33 | 0.950 | bicubic | -50.092 | -44.974 | -61 |
739 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 32.066 | 67.934 | 50.329 | 49.671 | 23.70 | 0.950 | bicubic | -51.038 | -46.005 | -212 |
740 | focalnet_tiny_lrf.ms_in1k | 224 | 32.064 | 67.936 | 51.435 | 48.565 | 28.65 | 0.900 | bicubic | -50.110 | -44.512 | -66 |
741 | mobilenet_edgetpu_v2_m | 224 | 32.011 | 67.989 | 51.316 | 48.684 | 8.46 | 0.950 | bicubic | -48.023 | -43.740 | +223 |
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 | -217 |
743 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.968 | 68.032 | 50.620 | 49.380 | 15.50 | 0.950 | bicubic | -51.012 | -45.652 | -199 |
744 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 31.954 | 68.046 | 51.463 | 48.537 | 11.07 | 1.000 | bicubic | -50.542 | -44.765 | -121 |
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 | +63 |
746 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 31.885 | 68.115 | 51.583 | 48.417 | 13.42 | 0.950 | bicubic | -48.383 | -43.777 | +194 |
747 | coatnet_bn_0_rw_224.sw_in1k | 224 | 31.883 | 68.117 | 50.999 | 49.001 | 27.44 | 0.950 | bicubic | -50.511 | -44.845 | -113 |
748 | levit_conv_384.fb_dist_in1k | 224 | 31.873 | 68.127 | 50.624 | 49.376 | 39.13 | 0.900 | bicubic | -50.727 | -45.396 | -144 |
749 | levit_384.fb_dist_in1k | 224 | 31.869 | 68.131 | 50.626 | 49.374 | 39.13 | 0.900 | bicubic | -50.729 | -45.390 | -144 |
750 | resnetrs101.tf_in1k | 288 | 31.865 | 68.135 | 51.011 | 48.989 | 63.62 | 0.940 | bicubic | -50.429 | -44.989 | -95 |
751 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 31.863 | 68.136 | 51.819 | 48.181 | 9.72 | 1.000 | bicubic | -49.016 | -43.943 | +99 |
752 | cs3se_edgenet_x.c2ns_in1k | 320 | 31.852 | 68.148 | 50.822 | 49.178 | 50.72 | 1.000 | bicubic | -51.692 | -45.842 | -293 |
753 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 31.836 | 68.164 | 52.221 | 47.779 | 6.00 | 1.000 | bicubic | -44.978 | -41.248 | +503 |
754 | ecaresnetlight.miil_in1k | 224 | 31.832 | 68.168 | 51.096 | 48.904 | 30.16 | 0.950 | bicubic | -48.518 | -44.094 | +169 |
755 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 31.830 | 68.170 | 51.583 | 48.417 | 9.72 | 1.000 | bicubic | -48.008 | -43.611 | +233 |
756 | cs3sedarknet_x.c2ns_in1k | 256 | 31.808 | 68.192 | 51.160 | 48.840 | 35.40 | 1.000 | bicubic | -50.272 | -44.962 | -69 |
757 | ecaresnet101d_pruned.miil_in1k | 224 | 31.777 | 68.223 | 50.899 | 49.101 | 24.88 | 0.950 | bicubic | -49.181 | -44.473 | +80 |
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 | +7 |
759 | flexivit_small.600ep_in1k | 240 | 31.765 | 68.235 | 49.581 | 50.419 | 22.06 | 0.950 | bicubic | -50.627 | -46.633 | -122 |
760 | tf_efficientnetv2_b3.in1k | 240 | 31.744 | 68.256 | 51.099 | 48.901 | 14.36 | 0.904 | bicubic | -48.968 | -44.077 | +114 |
761 | poolformer_m48.sail_in1k | 224 | 31.669 | 68.331 | 49.842 | 50.158 | 73.47 | 0.950 | bicubic | -50.793 | -46.126 | -133 |
762 | tnt_s_patch16_224 | 224 | 31.663 | 68.337 | 51.170 | 48.830 | 23.76 | 0.900 | bicubic | -49.873 | -44.566 | -5 |
763 | convnext_tiny.fb_in22k_ft_in1k | 288 | 31.643 | 68.357 | 51.768 | 48.232 | 28.59 | 1.000 | bicubic | -47.307 | -42.940 | +323 |
764 | ecaresnet50d.miil_in1k | 224 | 31.641 | 68.359 | 51.620 | 48.380 | 25.58 | 0.950 | bicubic | -49.013 | -43.786 | +121 |
765 | resnet50d.ra2_in1k | 224 | 31.641 | 68.359 | 50.691 | 49.309 | 25.58 | 0.950 | bicubic | -48.835 | -44.503 | +138 |
766 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 31.640 | 68.361 | 51.312 | 48.688 | 25.55 | 0.875 | bicubic | -51.180 | -45.214 | -202 |
767 | eca_nfnet_l0.ra2_in1k | 288 | 31.626 | 68.374 | 51.606 | 48.394 | 24.14 | 1.000 | bicubic | -50.970 | -44.886 | -161 |
768 | resnet50.b1k_in1k | 224 | 31.620 | 68.380 | 50.742 | 49.258 | 25.56 | 1.000 | bicubic | -47.732 | -43.860 | +273 |
769 | focalnet_tiny_srf.ms_in1k | 224 | 31.616 | 68.384 | 50.868 | 49.132 | 28.43 | 0.900 | bicubic | -50.528 | -45.102 | -90 |
770 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 31.584 | 68.416 | 51.699 | 48.301 | 6.00 | 1.000 | bicubic | -45.706 | -41.965 | +457 |
771 | gcresnet50t.ra2_in1k | 256 | 31.557 | 68.443 | 51.064 | 48.936 | 25.90 | 1.000 | bicubic | -49.383 | -44.372 | +70 |
772 | 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 | -83 |
773 | xception41p.ra3_in1k | 299 | 31.547 | 68.453 | 50.372 | 49.628 | 26.91 | 0.940 | bicubic | -50.433 | -45.370 | -71 |
774 | resnet152.tv2_in1k | 176 | 31.545 | 68.455 | 49.099 | 50.901 | 60.19 | 0.965 | bilinear | -48.227 | -45.789 | +222 |
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 | -127 |
776 | wide_resnet50_2.racm_in1k | 288 | 31.521 | 68.478 | 50.378 | 49.622 | 68.88 | 0.950 | bicubic | -50.745 | -45.684 | -116 |
777 | nf_resnet50.ra2_in1k | 256 | 31.490 | 68.510 | 50.769 | 49.231 | 25.56 | 0.940 | bicubic | -48.738 | -44.085 | +168 |
778 | convnext_nano_ols.d1h_in1k | 224 | 31.484 | 68.516 | 50.129 | 49.871 | 15.65 | 1.000 | bicubic | -49.426 | -45.127 | +67 |
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 | +63 |
780 | regnety_064.ra3_in1k | 288 | 31.466 | 68.534 | 50.488 | 49.512 | 30.58 | 1.000 | bicubic | -52.246 | -46.240 | -349 |
781 | poolformer_m36.sail_in1k | 224 | 31.466 | 68.534 | 50.025 | 49.975 | 56.17 | 0.950 | bicubic | -50.638 | -45.673 | -99 |
782 | flexivit_small.300ep_in1k | 240 | 31.453 | 68.547 | 49.221 | 50.779 | 22.06 | 0.950 | bicubic | -50.717 | -46.805 | -107 |
783 | repvit_m1_0.dist_450e_in1k | 224 | 31.443 | 68.557 | 50.687 | 49.313 | 7.30 | 0.950 | bicubic | -49.003 | -44.233 | +130 |
784 | resnet152.a1_in1k | 288 | 31.433 | 68.567 | 48.665 | 51.335 | 60.19 | 1.000 | bicubic | -51.311 | -47.053 | -207 |
785 | convnext_nano.d1h_in1k | 224 | 31.429 | 68.571 | 50.319 | 49.681 | 15.59 | 1.000 | bicubic | -49.239 | -44.917 | +98 |
786 | rexnet_150.nav_in1k | 224 | 31.425 | 68.575 | 51.324 | 48.676 | 9.73 | 0.875 | bicubic | -48.885 | -43.846 | +144 |
787 | resnet152.a2_in1k | 224 | 31.425 | 68.575 | 48.048 | 51.952 | 60.19 | 1.000 | bicubic | -50.347 | -47.158 | -55 |
788 | resnet101.a1_in1k | 224 | 31.400 | 68.600 | 48.256 | 51.744 | 44.55 | 1.000 | bicubic | -50.164 | -46.838 | -37 |
789 | inception_v4.tf_in1k | 299 | 31.388 | 68.612 | 49.248 | 50.752 | 42.68 | 0.875 | bicubic | -48.756 | -45.734 | +169 |
790 | resnet101.tv2_in1k | 224 | 31.366 | 68.634 | 49.578 | 50.422 | 44.55 | 0.965 | bilinear | -50.540 | -46.190 | -75 |
791 | efficientformer_l1.snap_dist_in1k | 224 | 31.358 | 68.642 | 50.514 | 49.486 | 12.29 | 0.950 | bicubic | -49.144 | -44.478 | +109 |
792 | repvit_m2.dist_in1k | 224 | 31.335 | 68.665 | 50.675 | 49.325 | 8.80 | 0.950 | bicubic | -49.133 | -44.497 | +114 |
793 | pit_s_224.in1k | 224 | 31.325 | 68.675 | 49.677 | 50.323 | 23.46 | 0.900 | bicubic | -49.801 | -45.651 | +26 |
794 | regnety_032.tv2_in1k | 224 | 31.313 | 68.687 | 50.135 | 49.865 | 19.44 | 0.965 | bicubic | -50.485 | -45.711 | -68 |
795 | wide_resnet50_2.tv2_in1k | 176 | 31.313 | 68.687 | 49.808 | 50.192 | 68.88 | 0.965 | bilinear | -49.083 | -45.326 | +122 |
796 | swinv2_tiny_window16_256.ms_in1k | 256 | 31.299 | 68.701 | 49.683 | 50.317 | 28.35 | 0.900 | bicubic | -51.529 | -46.355 | -237 |
797 | crossvit_15_240.in1k | 240 | 31.297 | 68.703 | 50.200 | 49.800 | 27.53 | 0.875 | bicubic | -50.221 | -45.496 | -39 |
798 | coatnet_0_rw_224.sw_in1k | 224 | 31.284 | 68.716 | 48.651 | 51.349 | 27.44 | 0.950 | bicubic | -51.110 | -47.543 | -163 |
799 | 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 | +21 |
800 | crossvit_small_240.in1k | 240 | 31.282 | 68.718 | 50.197 | 49.803 | 26.86 | 0.875 | bicubic | -49.758 | -45.271 | +29 |
801 | cait_xxs36_224.fb_dist_in1k | 224 | 31.280 | 68.720 | 50.636 | 49.364 | 17.30 | 1.000 | bicubic | -48.458 | -44.226 | +198 |
802 | repvit_m1_0.dist_300e_in1k | 224 | 31.270 | 68.730 | 50.820 | 49.180 | 7.30 | 0.950 | bicubic | -48.882 | -44.478 | +155 |
803 | swinv2_cr_small_224.sw_in1k | 224 | 31.254 | 68.746 | 48.761 | 51.239 | 49.70 | 0.900 | bicubic | -51.872 | -47.349 | -282 |
804 | cspresnet50.ra_in1k | 256 | 31.248 | 68.752 | 51.243 | 48.757 | 21.62 | 0.887 | bilinear | -48.340 | -43.447 | +213 |
805 | convmixer_768_32.in1k | 224 | 31.235 | 68.765 | 50.936 | 49.064 | 21.11 | 0.960 | bicubic | -48.923 | -44.134 | +150 |
806 | regnetv_040.ra3_in1k | 288 | 31.227 | 68.773 | 50.109 | 49.891 | 20.64 | 1.000 | bicubic | -51.973 | -46.549 | -296 |
807 | cspresnext50.ra_in1k | 256 | 31.225 | 68.775 | 50.911 | 49.089 | 20.57 | 0.887 | bilinear | -49.327 | -44.419 | +86 |
808 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 31.221 | 68.779 | 51.496 | 48.504 | 6.00 | 1.000 | bicubic | -46.819 | -42.748 | +361 |
809 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 31.219 | 68.781 | 51.099 | 48.901 | 15.25 | 0.950 | bicubic | -48.859 | -44.030 | +151 |
810 | swin_s3_tiny_224.ms_in1k | 224 | 31.219 | 68.781 | 49.714 | 50.286 | 28.33 | 0.900 | bicubic | -50.909 | -46.244 | -130 |
811 | mobilenet_edgetpu_v2_m | 256 | 31.217 | 68.783 | 50.327 | 49.673 | 8.46 | 0.950 | bicubic | -49.447 | -45.117 | +73 |
812 | coat_mini.in1k | 224 | 31.209 | 68.791 | 49.777 | 50.223 | 10.34 | 0.900 | bicubic | -50.095 | -45.795 | -20 |
813 | cs3darknet_x.c2ns_in1k | 256 | 31.205 | 68.795 | 50.015 | 49.985 | 35.05 | 1.000 | bicubic | -50.689 | -45.943 | -97 |
814 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 31.188 | 68.812 | 50.514 | 49.486 | 6.71 | 1.000 | bicubic | -51.204 | -45.526 | -178 |
815 | fastvit_sa12.apple_dist_in1k | 256 | 31.168 | 68.832 | 49.991 | 50.009 | 11.58 | 0.900 | bicubic | -50.674 | -45.733 | -91 |
816 | resnext50_32x4d.a1h_in1k | 224 | 31.166 | 68.834 | 49.543 | 50.457 | 25.03 | 1.000 | bicubic | -49.838 | -45.739 | +17 |
817 | ese_vovnet39b.ra_in1k | 224 | 31.146 | 68.854 | 50.683 | 49.317 | 24.57 | 0.950 | bicubic | -48.220 | -44.045 | +222 |
818 | resnet101s.gluon_in1k | 224 | 31.146 | 68.854 | 49.820 | 50.180 | 44.67 | 0.875 | bicubic | -49.158 | -45.330 | +114 |
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 | +299 |
820 | edgenext_small.usi_in1k | 320 | 31.125 | 68.875 | 50.146 | 49.854 | 5.59 | 1.000 | bicubic | -50.447 | -45.566 | -70 |
821 | resnet152.a3_in1k | 160 | 31.111 | 68.889 | 49.250 | 50.750 | 60.19 | 0.950 | bicubic | -47.785 | -44.874 | +271 |
822 | tf_efficientnet_cc_b0_8e.in1k | 224 | 31.103 | 68.897 | 50.793 | 49.207 | 24.01 | 0.875 | bicubic | -46.821 | -42.857 | +360 |
823 | coatnet_nano_rw_224.sw_in1k | 224 | 31.103 | 68.897 | 49.575 | 50.425 | 15.14 | 0.900 | bicubic | -50.601 | -46.075 | -87 |
824 | resmlp_36_224.fb_distilled_in1k | 224 | 31.099 | 68.901 | 49.693 | 50.307 | 44.69 | 0.875 | bicubic | -50.051 | -45.815 | -10 |
825 | resnetaa50.a1h_in1k | 224 | 31.097 | 68.903 | 49.677 | 50.323 | 25.56 | 1.000 | bicubic | -49.513 | -45.399 | +64 |
826 | ecaresnet50t.ra2_in1k | 320 | 31.050 | 68.950 | 50.590 | 49.410 | 25.57 | 0.950 | bicubic | -51.320 | -45.530 | -185 |
827 | resnet50.b2k_in1k | 224 | 31.036 | 68.964 | 49.663 | 50.337 | 25.56 | 1.000 | bicubic | -48.186 | -44.895 | +233 |
828 | cs3sedarknet_x.c2ns_in1k | 288 | 31.030 | 68.970 | 50.154 | 49.846 | 35.40 | 1.000 | bicubic | -51.620 | -46.194 | -238 |
829 | cspdarknet53.ra_in1k | 256 | 31.013 | 68.987 | 50.384 | 49.616 | 27.64 | 0.887 | bilinear | -49.063 | -44.686 | +132 |
830 | regnety_160.tv2_in1k | 224 | 31.011 | 68.989 | 49.105 | 50.895 | 83.59 | 0.965 | bicubic | -51.635 | -47.125 | -239 |
831 | resnext101_64x4d.gluon_in1k | 224 | 31.011 | 68.989 | 48.533 | 51.467 | 83.46 | 0.875 | bicubic | -49.629 | -46.467 | +57 |
832 | resnet152c.gluon_in1k | 224 | 30.995 | 69.005 | 48.950 | 51.050 | 60.21 | 0.875 | bicubic | -48.911 | -45.900 | +144 |
833 | tresnet_m.miil_in1k | 224 | 30.995 | 69.005 | 48.692 | 51.308 | 31.39 | 0.875 | bilinear | -49.821 | -46.170 | +30 |
834 | twins_svt_small.in1k | 224 | 30.967 | 69.033 | 49.199 | 50.801 | 24.06 | 0.900 | bicubic | -50.725 | -46.469 | -97 |
835 | regnetz_b16.ra3_in1k | 224 | 30.965 | 69.035 | 49.694 | 50.306 | 9.72 | 1.000 | bicubic | -48.809 | -45.378 | +159 |
836 | resnet50.a1h_in1k | 176 | 30.962 | 69.038 | 49.936 | 50.064 | 25.56 | 1.000 | bicubic | -48.142 | -44.610 | +236 |
837 | gcresnet50t.ra2_in1k | 288 | 30.959 | 69.040 | 50.076 | 49.924 | 25.90 | 1.000 | bicubic | -50.492 | -45.628 | -67 |
838 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 30.903 | 69.097 | 51.056 | 48.944 | 6.00 | 1.000 | bicubic | -47.695 | -43.324 | +281 |
839 | seresnet50.ra2_in1k | 224 | 30.901 | 69.099 | 50.080 | 49.920 | 28.09 | 0.950 | bicubic | -49.385 | -45.046 | +97 |
840 | tf_efficientnet_cc_b1_8e.in1k | 240 | 30.899 | 69.101 | 50.087 | 49.913 | 39.72 | 0.882 | bicubic | -48.421 | -44.293 | +207 |
841 | regnety_080_tv.tv2_in1k | 224 | 30.897 | 69.103 | 48.718 | 51.282 | 39.38 | 0.965 | bicubic | -51.695 | -47.526 | -234 |
842 | tf_efficientnetv2_b3.in1k | 300 | 30.895 | 69.105 | 49.803 | 50.197 | 14.36 | 0.904 | bicubic | -51.063 | -45.979 | -135 |
843 | resmlp_24_224.fb_distilled_in1k | 224 | 30.891 | 69.109 | 50.144 | 49.856 | 30.02 | 0.875 | bicubic | -49.875 | -45.076 | +25 |
844 | cs3sedarknet_l.c2ns_in1k | 256 | 30.883 | 69.117 | 50.315 | 49.685 | 21.91 | 0.950 | bicubic | -50.347 | -45.453 | -39 |
845 | repvit_m0_9.dist_450e_in1k | 224 | 30.879 | 69.121 | 50.144 | 49.856 | 5.49 | 0.950 | bicubic | -48.179 | -44.244 | +232 |
846 | resnext101_32x4d.gluon_in1k | 224 | 30.869 | 69.131 | 48.553 | 51.447 | 44.18 | 0.875 | bicubic | -49.467 | -46.355 | +79 |
847 | hgnet_tiny.paddle_in1k | 224 | 30.853 | 69.147 | 50.274 | 49.726 | 14.74 | 1.000 | bicubic | -48.875 | -44.490 | +154 |
848 | resnet50.c1_in1k | 224 | 30.844 | 69.156 | 49.871 | 50.129 | 25.56 | 1.000 | bicubic | -48.860 | -44.937 | +160 |
849 | tf_efficientnet_lite4.in1k | 380 | 30.838 | 69.162 | 50.398 | 49.602 | 13.01 | 0.920 | bilinear | -50.708 | -45.268 | -95 |
850 | resnetv2_50d_evos.ah_in1k | 224 | 30.824 | 69.176 | 49.262 | 50.738 | 25.59 | 1.000 | bicubic | -50.050 | -45.998 | +3 |
851 | resnetaa50d.sw_in12k_ft_in1k | 288 | 30.812 | 69.188 | 50.581 | 49.419 | 25.58 | 1.000 | bicubic | -51.832 | -45.909 | -259 |
852 | efficientvit_b1.r288_in1k | 288 | 30.800 | 69.200 | 49.968 | 50.032 | 9.10 | 1.000 | bicubic | -49.518 | -45.006 | +77 |
853 | resnetv2_50.a1h_in1k | 224 | 30.745 | 69.255 | 49.011 | 50.989 | 25.55 | 1.000 | bicubic | -49.593 | -46.021 | +71 |
854 | nf_resnet50.ra2_in1k | 288 | 30.718 | 69.282 | 49.954 | 50.046 | 25.56 | 0.940 | bicubic | -49.934 | -45.390 | +32 |
855 | 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 | +174 |
856 | dpn68b.ra_in1k | 224 | 30.708 | 69.292 | 49.614 | 50.386 | 12.61 | 1.000 | bicubic | -47.572 | -44.500 | +294 |
857 | poolformer_s36.sail_in1k | 224 | 30.706 | 69.294 | 49.453 | 50.547 | 30.86 | 0.900 | bicubic | -50.726 | -45.991 | -83 |
858 | hgnet_small.paddle_in1k | 288 | 30.667 | 69.333 | 49.969 | 50.031 | 24.36 | 1.000 | bicubic | -51.555 | -46.251 | -192 |
859 | dpn107.mx_in1k | 224 | 30.643 | 69.357 | 48.745 | 51.255 | 86.92 | 0.875 | bicubic | -49.525 | -46.191 | +92 |
860 | resnet152.gluon_in1k | 224 | 30.639 | 69.361 | 48.525 | 51.475 | 60.19 | 0.875 | bicubic | -49.073 | -46.529 | +145 |
861 | tresnet_xl.miil_in1k_448 | 448 | 30.633 | 69.367 | 49.117 | 50.883 | 78.44 | 0.875 | bilinear | -52.429 | -47.053 | -328 |
862 | resnet50.a1h_in1k | 224 | 30.627 | 69.373 | 49.415 | 50.585 | 25.56 | 1.000 | bicubic | -50.053 | -46.013 | +19 |
863 | 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 | +67 |
864 | haloregnetz_b.ra3_in1k | 224 | 30.596 | 69.404 | 48.981 | 51.019 | 11.68 | 0.940 | bicubic | -50.456 | -46.219 | -37 |
865 | pit_xs_distilled_224.in1k | 224 | 30.559 | 69.441 | 50.176 | 49.824 | 11.00 | 0.900 | bicubic | -48.609 | -44.192 | +200 |
866 | resnet50.d_in1k | 224 | 30.559 | 69.441 | 48.405 | 51.595 | 25.56 | 1.000 | bicubic | -49.277 | -46.303 | +125 |
867 | regnetx_080.tv2_in1k | 224 | 30.557 | 69.443 | 48.079 | 51.921 | 39.57 | 0.965 | bicubic | -51.003 | -47.463 | -115 |
868 | resnet50.c2_in1k | 224 | 30.521 | 69.479 | 48.846 | 51.154 | 25.56 | 1.000 | bicubic | -49.395 | -46.022 | +106 |
869 | resnet101d.gluon_in1k | 224 | 30.515 | 69.485 | 47.977 | 52.023 | 44.57 | 0.875 | bicubic | -49.951 | -47.225 | +39 |
870 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 30.512 | 69.489 | 50.581 | 49.419 | 18.45 | 1.000 | bicubic | -52.898 | -45.991 | -383 |
871 | resnest26d.gluon_in1k | 224 | 30.494 | 69.506 | 50.642 | 49.358 | 17.07 | 0.875 | bilinear | -47.982 | -43.658 | +261 |
872 | efficientnet_b2.ra_in1k | 288 | 30.482 | 69.518 | 49.706 | 50.294 | 9.11 | 1.000 | bicubic | -50.126 | -45.612 | +18 |
873 | resnet50.tv2_in1k | 176 | 30.470 | 69.530 | 48.924 | 51.076 | 25.56 | 0.965 | bilinear | -48.924 | -45.630 | +161 |
874 | cs3darknet_x.c2ns_in1k | 288 | 30.468 | 69.532 | 49.158 | 50.842 | 35.05 | 1.000 | bicubic | -51.768 | -47.074 | -212 |
875 | resnet50.ram_in1k | 288 | 30.447 | 69.553 | 49.019 | 50.981 | 25.56 | 0.950 | bicubic | -49.531 | -46.019 | +92 |
876 | edgenext_small_rw.sw_in1k | 256 | 30.437 | 69.563 | 49.991 | 50.009 | 7.83 | 1.000 | bicubic | -48.901 | -44.513 | +167 |
877 | tf_efficientnet_b1.ap_in1k | 240 | 30.431 | 69.569 | 49.602 | 50.398 | 7.79 | 0.882 | bicubic | -48.857 | -44.714 | +174 |
878 | efficientnet_b2.ra_in1k | 256 | 30.419 | 69.581 | 49.968 | 50.032 | 9.11 | 1.000 | bicubic | -49.133 | -44.848 | +141 |
879 | resnetblur50.bt_in1k | 224 | 30.417 | 69.583 | 49.180 | 50.820 | 25.56 | 0.950 | bicubic | -48.759 | -45.470 | +186 |
880 | resnet101.tv2_in1k | 176 | 30.403 | 69.597 | 48.297 | 51.703 | 44.55 | 0.965 | bilinear | -49.089 | -46.169 | +147 |
881 | twins_pcpvt_small.in1k | 224 | 30.394 | 69.606 | 49.376 | 50.624 | 24.11 | 0.900 | bicubic | -50.750 | -46.248 | -65 |
882 | resnet50.ra_in1k | 224 | 30.394 | 69.606 | 49.231 | 50.769 | 25.56 | 0.950 | bicubic | -48.542 | -45.127 | +207 |
883 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 30.390 | 69.610 | 50.109 | 49.891 | 6.72 | 1.000 | bicubic | -50.562 | -45.479 | -43 |
884 | resnet50d.ra2_in1k | 288 | 30.390 | 69.610 | 48.767 | 51.233 | 25.58 | 0.950 | bicubic | -50.960 | -46.975 | -98 |
885 | ecaresnetlight.miil_in1k | 288 | 30.368 | 69.632 | 49.166 | 50.834 | 30.16 | 0.950 | bicubic | -51.048 | -46.628 | -109 |
886 | ecaresnet101d_pruned.miil_in1k | 288 | 30.358 | 69.642 | 48.826 | 51.174 | 24.88 | 0.950 | bicubic | -51.648 | -47.340 | -188 |
887 | tf_efficientnet_b5.in1k | 456 | 30.345 | 69.656 | 49.773 | 50.227 | 30.39 | 0.934 | bicubic | -52.822 | -46.755 | -371 |
888 | visformer_small.in1k | 224 | 30.329 | 69.671 | 48.315 | 51.685 | 40.22 | 0.900 | bicubic | -51.767 | -47.561 | -204 |
889 | resnext50_32x4d.ra_in1k | 224 | 30.317 | 69.683 | 48.466 | 51.534 | 25.03 | 0.950 | bicubic | -49.419 | -46.274 | +111 |
890 | resnet101.a1_in1k | 288 | 30.311 | 69.689 | 46.554 | 53.446 | 44.55 | 1.000 | bicubic | -52.011 | -49.074 | -241 |
891 | tf_efficientnetv2_b2.in1k | 208 | 30.305 | 69.695 | 49.040 | 50.960 | 10.10 | 0.890 | bicubic | -48.901 | -45.562 | +171 |
892 | regnety_040.ra3_in1k | 288 | 30.303 | 69.697 | 48.881 | 51.119 | 20.65 | 1.000 | bicubic | -52.755 | -47.617 | -358 |
893 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 30.285 | 69.715 | 49.303 | 50.697 | 14.25 | 0.888 | bicubic | -51.659 | -46.491 | -184 |
894 | efficientformerv2_s1.snap_dist_in1k | 224 | 30.262 | 69.738 | 49.209 | 50.791 | 6.19 | 0.950 | bicubic | -49.422 | -45.481 | +115 |
895 | regnetx_160.tv2_in1k | 224 | 30.252 | 69.748 | 47.047 | 52.953 | 54.28 | 0.965 | bicubic | -52.324 | -49.008 | -283 |
896 | cs3darknet_l.c2ns_in1k | 256 | 30.248 | 69.752 | 49.180 | 50.820 | 21.16 | 0.950 | bicubic | -50.106 | -46.192 | +26 |
897 | gcresnext50ts.ch_in1k | 256 | 30.227 | 69.773 | 48.743 | 51.257 | 15.67 | 1.000 | bicubic | -50.461 | -46.521 | -18 |
898 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 30.225 | 69.775 | 48.720 | 51.280 | 119.42 | 0.900 | bicubic | -49.271 | -45.864 | +127 |
899 | resnet50.b1k_in1k | 288 | 30.203 | 69.797 | 49.193 | 50.807 | 25.56 | 1.000 | bicubic | -50.501 | -46.237 | -23 |
900 | resnet101.a2_in1k | 224 | 30.191 | 69.809 | 47.289 | 52.711 | 44.55 | 1.000 | bicubic | -51.113 | -48.099 | -107 |
901 | fastvit_s12.apple_dist_in1k | 256 | 30.187 | 69.813 | 48.948 | 51.052 | 9.47 | 0.900 | bicubic | -50.887 | -46.330 | -76 |
902 | seresnext50_32x4d.racm_in1k | 288 | 30.170 | 69.830 | 49.093 | 50.907 | 27.56 | 0.950 | bicubic | -52.022 | -47.055 | -229 |
903 | resnet50.b2k_in1k | 288 | 30.160 | 69.840 | 48.285 | 51.715 | 25.56 | 1.000 | bicubic | -50.310 | -47.023 | +2 |
904 | wide_resnet50_2.tv2_in1k | 224 | 30.156 | 69.844 | 48.358 | 51.642 | 68.88 | 0.965 | bilinear | -51.442 | -47.406 | -157 |
905 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 30.148 | 69.852 | 49.085 | 50.915 | 5.29 | 1.000 | bicubic | -48.170 | -45.031 | +241 |
906 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 30.138 | 69.862 | 49.026 | 50.974 | 5.29 | 1.000 | bicubic | -49.234 | -45.724 | +131 |
907 | regnety_016.tv2_in1k | 224 | 30.124 | 69.876 | 49.266 | 50.734 | 11.20 | 0.965 | bicubic | -50.572 | -46.074 | -29 |
908 | eca_resnet33ts.ra2_in1k | 256 | 30.085 | 69.915 | 49.830 | 50.170 | 19.68 | 1.000 | bicubic | -50.093 | -45.238 | +42 |
909 | nf_regnet_b1.ra2_in1k | 256 | 30.083 | 69.917 | 50.194 | 49.806 | 10.22 | 0.900 | bicubic | -48.641 | -44.192 | +200 |
910 | ecaresnet50d_pruned.miil_in1k | 224 | 30.081 | 69.919 | 49.496 | 50.504 | 19.94 | 0.950 | bicubic | -49.637 | -45.518 | +93 |
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 | +340 |
912 | dpn68b.ra_in1k | 288 | 30.067 | 69.933 | 48.183 | 51.817 | 12.61 | 1.000 | bicubic | -49.283 | -46.247 | +130 |
913 | efficientnet_el.ra_in1k | 300 | 30.042 | 69.958 | 48.836 | 51.164 | 10.59 | 0.904 | bicubic | -51.264 | -46.704 | -123 |
914 | legacy_senet154.in1k | 224 | 30.034 | 69.966 | 48.014 | 51.986 | 115.09 | 0.875 | bilinear | -51.294 | -47.488 | -126 |
915 | halo2botnet50ts_256.a1h_in1k | 256 | 30.028 | 69.972 | 48.508 | 51.492 | 22.64 | 0.950 | bicubic | -52.056 | -47.151 | -229 |
916 | resnet34d.ra2_in1k | 224 | 30.020 | 69.980 | 49.130 | 50.870 | 21.82 | 0.950 | bicubic | -46.950 | -44.335 | +332 |
917 | tf_efficientnet_b2.aa_in1k | 260 | 30.016 | 69.984 | 49.614 | 50.386 | 9.11 | 0.890 | bicubic | -50.066 | -45.300 | +42 |
918 | 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 | +203 |
919 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 30.003 | 69.997 | 49.280 | 50.720 | 10.59 | 0.888 | bicubic | -51.467 | -46.392 | -152 |
920 | fbnetv3_d.ra2_in1k | 224 | 29.999 | 70.001 | 49.930 | 50.070 | 10.31 | 0.950 | bilinear | -48.657 | -44.524 | +197 |
921 | dpn98.mx_in1k | 224 | 29.973 | 70.027 | 48.172 | 51.828 | 61.57 | 0.875 | bicubic | -49.683 | -46.470 | +92 |
922 | resnext50_32x4d.a1h_in1k | 288 | 29.969 | 70.031 | 48.232 | 51.768 | 25.03 | 1.000 | bicubic | -52.043 | -47.700 | -225 |
923 | resnetv2_50d_gn.ah_in1k | 288 | 29.950 | 70.050 | 48.232 | 51.768 | 25.57 | 1.000 | bicubic | -52.013 | -47.704 | -218 |
924 | dpn131.mx_in1k | 224 | 29.942 | 70.058 | 48.050 | 51.950 | 79.25 | 0.875 | bicubic | -49.894 | -46.490 | +65 |
925 | dpn92.mx_in1k | 224 | 29.936 | 70.064 | 49.127 | 50.873 | 37.67 | 0.875 | bicubic | -50.092 | -45.752 | +40 |
926 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 29.910 | 70.090 | 51.113 | 48.887 | 44.54 | 1.000 | bilinear | -52.422 | -45.413 | -280 |
927 | senet154.gluon_in1k | 224 | 29.889 | 70.111 | 47.885 | 52.115 | 115.09 | 0.875 | bicubic | -51.369 | -47.307 | -128 |
928 | convnextv2_pico.fcmae_ft_in1k | 288 | 29.875 | 70.125 | 48.781 | 51.219 | 9.07 | 0.950 | bicubic | -51.193 | -46.693 | -102 |
929 | legacy_xception.tf_in1k | 299 | 29.873 | 70.127 | 48.718 | 51.282 | 22.86 | 0.897 | bicubic | -49.177 | -45.668 | +149 |
930 | resnet50.tv2_in1k | 224 | 29.869 | 70.131 | 48.046 | 51.954 | 25.56 | 0.965 | bilinear | -50.975 | -47.374 | -72 |
931 | tf_efficientnet_b4.in1k | 380 | 29.863 | 70.137 | 49.066 | 50.934 | 19.34 | 0.922 | bicubic | -52.739 | -47.062 | -328 |
932 | cs3sedarknet_l.c2ns_in1k | 288 | 29.824 | 70.176 | 49.091 | 50.909 | 21.91 | 0.950 | bicubic | -51.946 | -46.869 | -200 |
933 | inception_v3.tf_adv_in1k | 299 | 29.820 | 70.180 | 47.859 | 52.141 | 23.83 | 0.875 | bicubic | -47.776 | -45.867 | +274 |
934 | resnet152.a2_in1k | 288 | 29.814 | 70.186 | 45.947 | 54.053 | 60.19 | 1.000 | bicubic | -52.810 | -49.797 | -336 |
935 | efficientvit_b1.r224_in1k | 224 | 29.806 | 70.194 | 48.246 | 51.754 | 9.10 | 0.950 | bicubic | -49.434 | -46.048 | +123 |
936 | resnext50_32x4d.a1_in1k | 224 | 29.800 | 70.200 | 46.670 | 53.330 | 25.03 | 1.000 | bicubic | -50.658 | -47.634 | -25 |
937 | resnetaa50.a1h_in1k | 288 | 29.796 | 70.204 | 47.991 | 52.009 | 25.56 | 1.000 | bicubic | -51.812 | -47.817 | -192 |
938 | vit_base_patch16_384.augreg_in1k | 384 | 29.788 | 70.212 | 48.346 | 51.654 | 86.86 | 1.000 | bicubic | -51.308 | -46.982 | -117 |
939 | ese_vovnet39b.ra_in1k | 288 | 29.751 | 70.249 | 49.060 | 50.940 | 24.57 | 0.950 | bicubic | -50.627 | -46.300 | -20 |
940 | resmlp_36_224.fb_in1k | 224 | 29.739 | 70.261 | 48.916 | 51.084 | 44.69 | 0.875 | bicubic | -50.033 | -45.628 | +55 |
941 | lamhalobotnet50ts_256.a1h_in1k | 256 | 29.731 | 70.269 | 48.386 | 51.614 | 22.57 | 0.950 | bicubic | -51.817 | -47.106 | -188 |
942 | fbnetv3_d.ra2_in1k | 256 | 29.726 | 70.275 | 49.470 | 50.530 | 10.31 | 0.950 | bilinear | -49.943 | -45.486 | +69 |
943 | resnet101.a3_in1k | 160 | 29.714 | 70.286 | 47.669 | 52.331 | 44.55 | 0.950 | bicubic | -48.214 | -46.575 | +238 |
944 | efficientvit_b1.r256_in1k | 256 | 29.706 | 70.294 | 48.264 | 51.736 | 9.10 | 1.000 | bicubic | -50.048 | -46.522 | +53 |
945 | convnext_nano.d1h_in1k | 288 | 29.696 | 70.304 | 47.926 | 52.074 | 15.59 | 1.000 | bicubic | -51.778 | -47.744 | -179 |
946 | ecaresnet50t.a1_in1k | 224 | 29.686 | 70.314 | 47.649 | 52.351 | 25.57 | 1.000 | bicubic | -51.572 | -47.709 | -146 |
947 | fastvit_sa12.apple_in1k | 256 | 29.678 | 70.322 | 48.572 | 51.428 | 11.58 | 0.900 | bicubic | -51.162 | -46.772 | -88 |
948 | resnet50.c1_in1k | 288 | 29.669 | 70.332 | 48.476 | 51.524 | 25.56 | 1.000 | bicubic | -51.259 | -47.078 | -105 |
949 | resnet50.a1_in1k | 224 | 29.657 | 70.343 | 46.973 | 53.027 | 25.56 | 1.000 | bicubic | -50.505 | -47.563 | +5 |
950 | vit_base_patch32_384.augreg_in1k | 384 | 29.655 | 70.345 | 48.993 | 51.007 | 88.30 | 1.000 | bicubic | -49.099 | -45.243 | +156 |
951 | fastvit_t12.apple_dist_in1k | 256 | 29.645 | 70.355 | 48.517 | 51.483 | 7.55 | 0.900 | bicubic | -50.719 | -46.525 | -30 |
952 | cs3darknet_focus_l.c2ns_in1k | 256 | 29.621 | 70.379 | 48.480 | 51.520 | 21.15 | 0.950 | bicubic | -50.699 | -46.828 | -24 |
953 | convnext_pico.d1_in1k | 224 | 29.588 | 70.412 | 48.439 | 51.561 | 9.05 | 0.950 | bicubic | -49.908 | -45.675 | +71 |
954 | ecaresnet50d.miil_in1k | 288 | 29.576 | 70.424 | 48.985 | 51.015 | 25.58 | 0.950 | bicubic | -52.066 | -46.901 | -213 |
955 | nest_tiny_jx.goog_in1k | 224 | 29.564 | 70.436 | 46.990 | 53.010 | 17.06 | 0.875 | bicubic | -51.864 | -48.636 | -180 |
956 | resnet152.a3_in1k | 224 | 29.523 | 70.477 | 47.032 | 52.968 | 60.19 | 0.950 | bicubic | -51.025 | -47.972 | -61 |
957 | gcresnext50ts.ch_in1k | 288 | 29.517 | 70.483 | 47.849 | 52.151 | 15.67 | 1.000 | bicubic | -51.719 | -47.687 | -153 |
958 | efficientnet_em.ra2_in1k | 240 | 29.496 | 70.504 | 48.940 | 51.060 | 6.90 | 0.882 | bicubic | -49.768 | -45.856 | +96 |
959 | resnext50_32x4d.tv2_in1k | 224 | 29.488 | 70.512 | 47.222 | 52.778 | 25.03 | 0.965 | bilinear | -51.688 | -48.126 | -148 |
960 | cs3darknet_l.c2ns_in1k | 288 | 29.486 | 70.514 | 48.242 | 51.758 | 21.16 | 0.950 | bicubic | -51.398 | -47.426 | -112 |
961 | resnetv2_50.a1h_in1k | 288 | 29.448 | 70.552 | 47.495 | 52.505 | 25.55 | 1.000 | bicubic | -51.960 | -48.217 | -182 |
962 | resnext101_32x8d.tv_in1k | 224 | 29.442 | 70.558 | 48.488 | 51.512 | 88.79 | 0.875 | bilinear | -49.871 | -46.036 | +85 |
963 | deit_small_patch16_224.fb_in1k | 224 | 29.442 | 70.558 | 48.166 | 51.834 | 22.05 | 0.900 | bicubic | -50.419 | -46.890 | +21 |
964 | resnet50_gn.a1h_in1k | 224 | 29.439 | 70.561 | 48.337 | 51.663 | 25.56 | 0.950 | bicubic | -50.491 | -46.649 | +5 |
965 | mobileone_s4.apple_in1k | 224 | 29.439 | 70.561 | 47.997 | 52.003 | 14.95 | 0.900 | bilinear | -50.007 | -46.493 | +67 |
966 | sebotnet33ts_256.a1h_in1k | 256 | 29.437 | 70.563 | 47.157 | 52.843 | 13.70 | 0.940 | bicubic | -51.727 | -48.008 | -153 |
967 | nf_regnet_b1.ra2_in1k | 288 | 29.423 | 70.577 | 49.421 | 50.579 | 10.22 | 0.900 | bicubic | -49.945 | -45.305 | +71 |
968 | resnet50d.a1_in1k | 224 | 29.423 | 70.577 | 46.395 | 53.605 | 25.58 | 1.000 | bicubic | -51.117 | -48.239 | -71 |
969 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 29.419 | 70.581 | 49.783 | 50.217 | 25.56 | 0.875 | bilinear | -49.833 | -45.043 | +87 |
970 | coat_lite_mini.in1k | 224 | 29.403 | 70.597 | 47.672 | 52.328 | 11.01 | 0.900 | bicubic | -49.695 | -46.930 | +103 |
971 | cait_xxs24_384.fb_dist_in1k | 384 | 29.393 | 70.607 | 48.739 | 51.261 | 12.03 | 1.000 | bicubic | -51.569 | -46.903 | -135 |
972 | convnext_pico_ols.d1_in1k | 224 | 29.390 | 70.611 | 48.152 | 51.848 | 9.06 | 1.000 | bicubic | -49.933 | -46.574 | +73 |
973 | resnetv2_50d_evos.ah_in1k | 288 | 29.390 | 70.611 | 47.272 | 52.728 | 25.59 | 1.000 | bicubic | -52.603 | -48.624 | -272 |
974 | repvit_m1.dist_in1k | 224 | 29.384 | 70.616 | 48.525 | 51.475 | 5.49 | 0.950 | bicubic | -49.158 | -45.557 | +149 |
975 | edgenext_small_rw.sw_in1k | 320 | 29.368 | 70.632 | 48.728 | 51.272 | 7.83 | 1.000 | bicubic | -51.084 | -46.478 | -63 |
976 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 29.350 | 70.650 | 47.584 | 52.416 | 28.29 | 0.900 | bicubic | -52.038 | -47.956 | -195 |
977 | resnet34.a1_in1k | 224 | 29.346 | 70.654 | 47.466 | 52.534 | 21.80 | 1.000 | bicubic | -46.852 | -45.290 | +306 |
978 | convnext_nano_ols.d1h_in1k | 288 | 29.342 | 70.658 | 47.411 | 52.589 | 15.65 | 1.000 | bicubic | -52.270 | -48.215 | -234 |
979 | regnetz_b16.ra3_in1k | 288 | 29.327 | 70.673 | 47.896 | 52.104 | 9.72 | 1.000 | bicubic | -51.413 | -47.634 | -109 |
980 | cait_xxs24_224.fb_dist_in1k | 224 | 29.309 | 70.691 | 48.525 | 51.475 | 11.96 | 1.000 | bicubic | -49.083 | -45.809 | +160 |
981 | eca_resnet33ts.ra2_in1k | 288 | 29.276 | 70.725 | 48.910 | 51.090 | 19.68 | 1.000 | bicubic | -51.440 | -46.472 | -108 |
982 | resnet50.d_in1k | 288 | 29.270 | 70.730 | 47.220 | 52.780 | 25.56 | 1.000 | bicubic | -51.742 | -48.236 | -150 |
983 | pvt_v2_b1.in1k | 224 | 29.260 | 70.740 | 48.958 | 51.042 | 14.01 | 0.900 | bicubic | -49.442 | -45.535 | +129 |
984 | 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 | -90 |
985 | resnet50.c2_in1k | 288 | 29.248 | 70.752 | 47.152 | 52.848 | 25.56 | 1.000 | bicubic | -51.612 | -48.382 | -128 |
986 | poolformer_s24.sail_in1k | 224 | 29.209 | 70.791 | 48.128 | 51.872 | 21.39 | 0.900 | bicubic | -51.091 | -46.932 | -53 |
987 | gcvit_xxtiny.in1k | 224 | 29.195 | 70.805 | 48.374 | 51.626 | 12.00 | 0.875 | bicubic | -50.557 | -46.686 | +11 |
988 | tresnet_l.miil_in1k_448 | 448 | 29.183 | 70.817 | 47.262 | 52.738 | 55.99 | 0.875 | bilinear | -53.095 | -48.726 | -330 |
989 | resnext50_32x4d.tv2_in1k | 176 | 29.179 | 70.821 | 47.077 | 52.923 | 25.03 | 0.965 | bilinear | -49.851 | -47.055 | +91 |
990 | seresnet50.ra2_in1k | 288 | 29.156 | 70.844 | 47.727 | 52.273 | 28.09 | 0.950 | bicubic | -52.126 | -47.925 | -193 |
991 | seresnet33ts.ra2_in1k | 256 | 29.148 | 70.852 | 48.834 | 51.166 | 19.78 | 1.000 | bicubic | -51.182 | -46.268 | -65 |
992 | inception_v3.gluon_in1k | 299 | 29.144 | 70.856 | 46.979 | 53.021 | 23.83 | 0.875 | bicubic | -49.660 | -47.395 | +108 |
993 | lambda_resnet50ts.a1h_in1k | 256 | 29.128 | 70.872 | 46.971 | 53.029 | 21.54 | 0.950 | bicubic | -52.058 | -48.123 | -184 |
994 | darknetaa53.c2ns_in1k | 256 | 29.114 | 70.886 | 47.782 | 52.218 | 36.02 | 1.000 | bilinear | -50.732 | -47.208 | -7 |
995 | resnet101.a2_in1k | 288 | 29.095 | 70.905 | 45.733 | 54.267 | 44.55 | 1.000 | bicubic | -53.129 | -50.005 | -330 |
996 | xception71.tf_in1k | 299 | 29.069 | 70.931 | 47.395 | 52.605 | 42.34 | 0.903 | bicubic | -50.839 | -47.515 | -20 |
997 | resnet34d.ra2_in1k | 288 | 29.014 | 70.986 | 48.077 | 51.923 | 21.82 | 0.950 | bicubic | -49.426 | -46.271 | +139 |
998 | hrnet_w64.ms_in1k | 224 | 29.010 | 70.990 | 47.126 | 52.874 | 128.06 | 0.875 | bilinear | -50.458 | -47.524 | +30 |
999 | cs3darknet_focus_l.c2ns_in1k | 288 | 28.981 | 71.019 | 47.619 | 52.381 | 21.15 | 0.950 | bicubic | -51.917 | -48.055 | -153 |
1000 | regnetx_032.tv2_in1k | 224 | 28.975 | 71.025 | 47.053 | 52.947 | 15.30 | 0.965 | bicubic | -51.951 | -48.215 | -156 |
1001 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 28.920 | 71.080 | 48.944 | 51.056 | 22.92 | 1.000 | bicubic | -51.562 | -46.662 | -99 |
1002 | xcit_tiny_12_p8_224.fb_in1k | 224 | 28.916 | 71.084 | 47.495 | 52.505 | 6.71 | 1.000 | bicubic | -50.796 | -47.224 | +2 |
1003 | darknet53.c2ns_in1k | 256 | 28.906 | 71.094 | 47.865 | 52.135 | 41.61 | 1.000 | bicubic | -51.168 | -47.243 | -41 |
1004 | tf_efficientnet_b0.ns_jft_in1k | 224 | 28.902 | 71.098 | 48.967 | 51.033 | 5.29 | 0.875 | bicubic | -49.786 | -45.401 | +110 |
1005 | resnet101.gluon_in1k | 224 | 28.900 | 71.100 | 46.419 | 53.581 | 44.55 | 0.875 | bicubic | -50.406 | -48.119 | +44 |
1006 | xception65.tf_in1k | 299 | 28.886 | 71.114 | 47.140 | 52.860 | 39.92 | 0.903 | bicubic | -50.668 | -47.520 | +12 |
1007 | tf_efficientnet_b1.aa_in1k | 240 | 28.883 | 71.118 | 47.553 | 52.447 | 7.79 | 0.882 | bicubic | -49.970 | -46.645 | +88 |
1008 | halonet50ts.a1h_in1k | 256 | 28.855 | 71.145 | 46.493 | 53.507 | 22.73 | 0.940 | bicubic | -52.795 | -49.121 | -268 |
1009 | 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 | -407 |
1010 | skresnext50_32x4d.ra_in1k | 224 | 28.843 | 71.157 | 46.476 | 53.524 | 27.48 | 0.875 | bicubic | -51.323 | -48.168 | -58 |
1011 | resnet50d.a2_in1k | 224 | 28.792 | 71.208 | 45.778 | 54.222 | 25.58 | 1.000 | bicubic | -51.372 | -48.870 | -58 |
1012 | sehalonet33ts.ra2_in1k | 256 | 28.784 | 71.216 | 46.574 | 53.426 | 13.69 | 0.940 | bicubic | -52.192 | -48.700 | -178 |
1013 | levit_conv_256.fb_dist_in1k | 224 | 28.770 | 71.230 | 46.723 | 53.277 | 18.89 | 0.900 | bicubic | -52.736 | -49.365 | -252 |
1014 | levit_256.fb_dist_in1k | 224 | 28.768 | 71.231 | 46.729 | 53.271 | 18.89 | 0.900 | bicubic | -52.739 | -48.763 | -255 |
1015 | hgnet_tiny.paddle_in1k | 288 | 28.767 | 71.234 | 47.749 | 52.251 | 14.74 | 1.000 | bicubic | -51.881 | -47.793 | -128 |
1016 | resnet50.ra_in1k | 288 | 28.765 | 71.235 | 47.342 | 52.658 | 25.56 | 0.950 | bicubic | -51.093 | -47.628 | -32 |
1017 | seresnet50.a1_in1k | 224 | 28.765 | 71.235 | 45.851 | 54.149 | 28.09 | 1.000 | bicubic | -51.303 | -48.747 | -53 |
1018 | tf_efficientnet_lite3.in1k | 300 | 28.759 | 71.241 | 47.490 | 52.510 | 8.20 | 0.904 | bilinear | -51.073 | -47.380 | -27 |
1019 | ecaresnet50t.a2_in1k | 224 | 28.713 | 71.287 | 45.821 | 54.179 | 25.57 | 1.000 | bicubic | -52.055 | -49.147 | -152 |
1020 | mobileone_s3.apple_in1k | 224 | 28.696 | 71.304 | 47.539 | 52.461 | 10.17 | 0.900 | bilinear | -49.306 | -46.325 | +154 |
1021 | darknetaa53.c2ns_in1k | 288 | 28.660 | 71.340 | 46.961 | 53.039 | 36.02 | 1.000 | bilinear | -51.868 | -48.367 | -123 |
1022 | skresnet34.ra_in1k | 224 | 28.657 | 71.344 | 47.985 | 52.015 | 22.28 | 0.875 | bicubic | -48.300 | -45.333 | +228 |
1023 | resnetblur50.bt_in1k | 288 | 28.653 | 71.347 | 46.924 | 53.076 | 25.56 | 0.950 | bicubic | -51.595 | -48.276 | -81 |
1024 | seresnext50_32x4d.gluon_in1k | 224 | 28.643 | 71.357 | 46.438 | 53.562 | 27.56 | 0.875 | bicubic | -51.275 | -48.378 | -52 |
1025 | hrnet_w40.ms_in1k | 224 | 28.637 | 71.363 | 47.444 | 52.556 | 57.56 | 0.875 | bilinear | -50.287 | -47.034 | +64 |
1026 | tf_efficientnetv2_b0.in1k | 192 | 28.625 | 71.375 | 47.415 | 52.585 | 7.14 | 0.875 | bicubic | -48.279 | -45.753 | +227 |
1027 | swinv2_tiny_window8_256.ms_in1k | 256 | 28.615 | 71.385 | 46.177 | 53.823 | 28.35 | 0.900 | bicubic | -53.209 | -49.811 | -301 |
1028 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 28.609 | 71.391 | 47.136 | 52.864 | 14.25 | 1.000 | bicubic | -54.331 | -49.290 | -479 |
1029 | tf_efficientnetv2_b1.in1k | 192 | 28.594 | 71.406 | 47.458 | 52.542 | 8.14 | 0.882 | bicubic | -49.336 | -46.364 | +150 |
1030 | tf_efficientnet_b3.in1k | 300 | 28.574 | 71.426 | 48.002 | 51.998 | 12.23 | 0.904 | bicubic | -52.304 | -47.323 | -179 |
1031 | tf_efficientnetv2_b0.in1k | 224 | 28.570 | 71.430 | 47.112 | 52.888 | 7.14 | 0.875 | bicubic | -49.810 | -46.914 | +111 |
1032 | resnet152.tv_in1k | 224 | 28.550 | 71.450 | 47.146 | 52.854 | 60.19 | 0.875 | bilinear | -49.780 | -46.990 | +113 |
1033 | poolformerv2_s12.sail_in1k | 224 | 28.543 | 71.457 | 47.411 | 52.589 | 11.89 | 1.000 | bicubic | -49.465 | -46.453 | +140 |
1034 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 28.539 | 71.461 | 47.529 | 52.471 | 5.76 | 1.000 | bicubic | -52.133 | -47.997 | -152 |
1035 | 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 | +203 |
1036 | ecaresnet50t.a1_in1k | 288 | 28.472 | 71.528 | 45.546 | 54.454 | 25.57 | 1.000 | bicubic | -53.642 | -50.108 | -355 |
1037 | repvgg_b2.rvgg_in1k | 224 | 28.428 | 71.572 | 47.036 | 52.964 | 89.02 | 0.875 | bilinear | -50.365 | -47.378 | +65 |
1038 | tf_efficientnet_b0.ap_in1k | 224 | 28.427 | 71.573 | 47.553 | 52.447 | 5.29 | 0.875 | bicubic | -48.679 | -45.709 | +201 |
1039 | dla102x2.in1k | 224 | 28.411 | 71.589 | 46.759 | 53.241 | 41.28 | 0.875 | bilinear | -51.037 | -47.895 | -8 |
1040 | hrnet_w48.ms_in1k | 224 | 28.407 | 71.593 | 47.590 | 52.410 | 77.47 | 0.875 | bilinear | -50.917 | -46.944 | +5 |
1041 | resnext50_32x4d.gluon_in1k | 224 | 28.403 | 71.597 | 45.350 | 54.650 | 25.03 | 0.875 | bicubic | -50.951 | -49.074 | -1 |
1042 | dla169.in1k | 224 | 28.379 | 71.621 | 47.403 | 52.597 | 53.39 | 0.875 | bilinear | -50.317 | -46.933 | +71 |
1043 | efficientnet_b2_pruned.in1k | 260 | 28.370 | 71.630 | 47.065 | 52.935 | 8.31 | 0.890 | bicubic | -51.542 | -47.777 | -68 |
1044 | tf_efficientnet_cc_b0_4e.in1k | 224 | 28.356 | 71.644 | 47.362 | 52.638 | 13.31 | 0.875 | bicubic | -48.968 | -45.972 | +179 |
1045 | convnextv2_femto.fcmae_ft_in1k | 224 | 28.354 | 71.646 | 47.498 | 52.502 | 5.23 | 0.950 | bicubic | -49.916 | -46.472 | +106 |
1046 | 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 |
1047 | gcresnet33ts.ra2_in1k | 256 | 28.332 | 71.668 | 47.150 | 52.850 | 19.88 | 1.000 | bicubic | -51.590 | -47.858 | -77 |
1048 | darknet53.c2ns_in1k | 288 | 28.319 | 71.681 | 46.888 | 53.112 | 41.61 | 1.000 | bicubic | -52.224 | -48.538 | -152 |
1049 | resnext50_32x4d.ra_in1k | 288 | 28.317 | 71.683 | 46.134 | 53.866 | 25.03 | 0.950 | bicubic | -52.389 | -49.224 | -174 |
1050 | ecaresnet50t.a3_in1k | 160 | 28.289 | 71.711 | 46.148 | 53.852 | 25.57 | 0.950 | bicubic | -49.493 | -47.470 | +145 |
1051 | mixnet_xl.ra_in1k | 224 | 28.275 | 71.725 | 46.725 | 53.275 | 11.90 | 0.875 | bicubic | -52.215 | -48.213 | -150 |
1052 | resnext50_32x4d.a2_in1k | 224 | 28.259 | 71.740 | 44.607 | 55.393 | 25.03 | 1.000 | bicubic | -52.064 | -49.927 | -125 |
1053 | resnet50d.gluon_in1k | 224 | 28.234 | 71.766 | 45.922 | 54.078 | 25.58 | 0.875 | bicubic | -50.846 | -48.536 | +22 |
1054 | seresnet33ts.ra2_in1k | 288 | 28.212 | 71.788 | 47.570 | 52.430 | 19.78 | 1.000 | bicubic | -52.602 | -47.776 | -191 |
1055 | resnet50.a1_in1k | 288 | 28.191 | 71.809 | 44.919 | 55.081 | 25.56 | 1.000 | bicubic | -53.049 | -50.193 | -252 |
1056 | fastvit_s12.apple_in1k | 256 | 28.149 | 71.850 | 46.672 | 53.328 | 9.47 | 0.900 | bicubic | -51.790 | -48.124 | -88 |
1057 | wide_resnet101_2.tv_in1k | 224 | 28.130 | 71.870 | 46.570 | 53.430 | 126.89 | 0.875 | bilinear | -50.718 | -47.742 | +39 |
1058 | resnet101c.gluon_in1k | 224 | 28.128 | 71.872 | 45.977 | 54.023 | 44.57 | 0.875 | bicubic | -51.414 | -48.611 | -37 |
1059 | densenet161.tv_in1k | 224 | 28.116 | 71.884 | 46.653 | 53.347 | 28.68 | 0.875 | bicubic | -49.234 | -47.001 | +163 |
1060 | ecaresnet50d_pruned.miil_in1k | 288 | 28.095 | 71.906 | 47.059 | 52.941 | 19.94 | 0.950 | bicubic | -52.714 | -48.185 | -196 |
1061 | resnext50_32x4d.a1_in1k | 288 | 28.091 | 71.909 | 44.825 | 55.175 | 25.03 | 1.000 | bicubic | -53.393 | -50.337 | -297 |
1062 | resnet34.a1_in1k | 288 | 28.089 | 71.911 | 45.713 | 54.287 | 21.80 | 1.000 | bicubic | -49.849 | -48.035 | +116 |
1063 | regnetx_320.pycls_in1k | 224 | 28.079 | 71.921 | 45.122 | 54.878 | 107.81 | 0.875 | bicubic | -52.183 | -49.890 | -122 |
1064 | regnety_320.pycls_in1k | 224 | 28.073 | 71.927 | 45.456 | 54.544 | 145.05 | 0.875 | bicubic | -52.735 | -50.122 | -199 |
1065 | resnet33ts.ra2_in1k | 256 | 28.055 | 71.945 | 46.352 | 53.648 | 19.68 | 1.000 | bicubic | -51.081 | -48.336 | +4 |
1066 | seresnet50.a2_in1k | 224 | 28.055 | 71.945 | 44.927 | 55.073 | 28.09 | 1.000 | bicubic | -51.865 | -49.737 | -95 |
1067 | gernet_s.idstcv_in1k | 224 | 28.045 | 71.955 | 46.741 | 53.259 | 8.17 | 0.875 | bilinear | -48.859 | -46.405 | +187 |
1068 | mobilevitv2_175.cvnets_in1k | 256 | 28.035 | 71.965 | 46.100 | 53.900 | 14.25 | 0.888 | bicubic | -52.838 | -49.016 | -216 |
1069 | fbnetv3_b.ra2_in1k | 224 | 28.032 | 71.968 | 47.753 | 52.247 | 8.60 | 0.950 | bilinear | -50.130 | -46.489 | +90 |
1070 | resnext50_32x4d.a3_in1k | 160 | 28.016 | 71.984 | 45.591 | 54.409 | 25.03 | 0.950 | bicubic | -49.718 | -48.129 | +128 |
1071 | efficientnet_el_pruned.in1k | 300 | 28.010 | 71.990 | 46.796 | 53.204 | 10.59 | 0.904 | bicubic | -52.284 | -48.422 | -136 |
1072 | levit_conv_192.fb_dist_in1k | 224 | 28.006 | 71.994 | 45.884 | 54.116 | 10.95 | 0.900 | bicubic | -51.854 | -48.918 | -88 |
1073 | levit_192.fb_dist_in1k | 224 | 28.002 | 71.998 | 45.880 | 54.120 | 10.95 | 0.900 | bicubic | -51.848 | -48.924 | -87 |
1074 | resnet32ts.ra2_in1k | 256 | 27.986 | 72.014 | 46.464 | 53.536 | 17.96 | 1.000 | bicubic | -50.976 | -47.934 | +9 |
1075 | vit_base_patch16_224.augreg_in1k | 224 | 27.983 | 72.017 | 45.731 | 54.269 | 86.57 | 0.900 | bicubic | -51.159 | -48.359 | -7 |
1076 | fastvit_t12.apple_in1k | 256 | 27.939 | 72.061 | 46.393 | 53.607 | 7.55 | 0.900 | bicubic | -51.337 | -48.177 | -24 |
1077 | resnet101.a3_in1k | 224 | 27.937 | 72.063 | 45.023 | 54.977 | 44.55 | 0.950 | bicubic | -51.885 | -49.593 | -85 |
1078 | resnet50d.a3_in1k | 160 | 27.935 | 72.065 | 45.303 | 54.697 | 25.58 | 0.950 | bicubic | -49.287 | -47.953 | +154 |
1079 | resnet50_gn.a1h_in1k | 288 | 27.933 | 72.067 | 46.100 | 53.900 | 25.56 | 0.950 | bicubic | -53.279 | -49.534 | -272 |
1080 | xception41.tf_in1k | 299 | 27.896 | 72.104 | 45.908 | 54.092 | 26.97 | 0.903 | bicubic | -50.628 | -48.382 | +44 |
1081 | resnetrs50.tf_in1k | 160 | 27.865 | 72.135 | 46.676 | 53.324 | 35.69 | 0.910 | bicubic | -49.985 | -47.138 | +106 |
1082 | densenetblur121d.ra_in1k | 224 | 27.837 | 72.163 | 47.160 | 52.840 | 8.00 | 0.950 | bicubic | -48.675 | -46.038 | +192 |
1083 | regnetx_160.pycls_in1k | 224 | 27.831 | 72.169 | 45.633 | 54.367 | 54.28 | 0.875 | bicubic | -52.035 | -49.193 | -101 |
1084 | dpn68b.mx_in1k | 224 | 27.827 | 72.173 | 47.378 | 52.622 | 12.61 | 0.875 | bicubic | -49.687 | -46.478 | +128 |
1085 | res2net101_26w_4s.in1k | 224 | 27.804 | 72.196 | 45.185 | 54.815 | 45.21 | 0.875 | bilinear | -51.382 | -49.279 | -21 |
1086 | inception_v3.tf_in1k | 299 | 27.782 | 72.218 | 45.701 | 54.299 | 23.83 | 0.875 | bicubic | -50.084 | -47.939 | +100 |
1087 | resnet50d.a1_in1k | 288 | 27.776 | 72.224 | 44.395 | 55.605 | 25.58 | 1.000 | bicubic | -53.668 | -50.829 | -316 |
1088 | repghostnet_200.in1k | 224 | 27.756 | 72.243 | 46.313 | 53.687 | 9.80 | 0.875 | bicubic | -51.034 | -48.023 | +15 |
1089 | tf_efficientnetv2_b1.in1k | 240 | 27.747 | 72.253 | 46.570 | 53.430 | 8.14 | 0.882 | bicubic | -51.771 | -48.012 | -67 |
1090 | resnet50.a2_in1k | 224 | 27.733 | 72.267 | 44.507 | 55.493 | 25.56 | 1.000 | bicubic | -52.171 | -49.995 | -111 |
1091 | mobilevitv2_200.cvnets_in1k | 256 | 27.723 | 72.277 | 45.833 | 54.167 | 18.45 | 0.888 | bicubic | -53.425 | -49.549 | -276 |
1092 | vit_base_patch16_224.sam_in1k | 224 | 27.717 | 72.283 | 45.106 | 54.894 | 86.57 | 0.900 | bicubic | -52.525 | -49.662 | -148 |
1093 | fbnetv3_b.ra2_in1k | 256 | 27.652 | 72.348 | 46.989 | 53.011 | 8.60 | 0.950 | bilinear | -51.502 | -47.743 | -26 |
1094 | repvgg_b1.rvgg_in1k | 224 | 27.652 | 72.348 | 46.511 | 53.489 | 57.42 | 0.875 | bilinear | -50.720 | -47.597 | +49 |
1095 | inception_v3.tv_in1k | 299 | 27.650 | 72.350 | 45.261 | 54.739 | 23.83 | 0.875 | bicubic | -49.824 | -48.213 | +119 |
1096 | hrnet_w44.ms_in1k | 224 | 27.631 | 72.369 | 45.843 | 54.157 | 67.06 | 0.875 | bilinear | -51.251 | -48.531 | -2 |
1097 | regnety_160.pycls_in1k | 224 | 27.601 | 72.399 | 45.538 | 54.462 | 83.59 | 0.875 | bicubic | -52.683 | -49.444 | -160 |
1098 | resnet50.am_in1k | 224 | 27.580 | 72.420 | 45.361 | 54.639 | 25.56 | 0.875 | bicubic | -51.424 | -49.030 | -17 |
1099 | resmlp_24_224.fb_in1k | 224 | 27.570 | 72.430 | 45.700 | 54.300 | 30.02 | 0.875 | bicubic | -51.810 | -48.850 | -63 |
1100 | tiny_vit_5m_224.in1k | 224 | 27.481 | 72.519 | 45.863 | 54.137 | 5.39 | 0.950 | bicubic | -51.715 | -48.939 | -37 |
1101 | resnext50d_32x4d.bt_in1k | 224 | 27.476 | 72.525 | 45.248 | 54.752 | 25.05 | 0.950 | bicubic | -52.231 | -49.644 | -94 |
1102 | pit_xs_224.in1k | 224 | 27.474 | 72.526 | 45.841 | 54.159 | 10.62 | 0.900 | bicubic | -50.739 | -48.309 | +54 |
1103 | hrnet_w30.ms_in1k | 224 | 27.416 | 72.584 | 46.521 | 53.479 | 37.71 | 0.875 | bilinear | -50.797 | -47.693 | +52 |
1104 | gcresnet33ts.ra2_in1k | 288 | 27.401 | 72.599 | 46.145 | 53.855 | 19.88 | 1.000 | bicubic | -53.187 | -49.177 | -212 |
1105 | regnetx_080.pycls_in1k | 224 | 27.385 | 72.615 | 44.996 | 55.004 | 39.57 | 0.875 | bicubic | -51.831 | -49.552 | -44 |
1106 | convnext_pico.d1_in1k | 288 | 27.381 | 72.619 | 45.664 | 54.336 | 9.05 | 0.950 | bicubic | -53.049 | -49.396 | -192 |
1107 | hrnet_w32.ms_in1k | 224 | 27.369 | 72.631 | 46.012 | 53.988 | 41.23 | 0.875 | bilinear | -51.089 | -48.172 | +26 |
1108 | vit_small_patch16_384.augreg_in1k | 384 | 27.361 | 72.638 | 46.124 | 53.876 | 22.20 | 1.000 | bicubic | -53.773 | -49.452 | -290 |
1109 | resnet33ts.ra2_in1k | 288 | 27.340 | 72.660 | 45.200 | 54.800 | 19.68 | 1.000 | bicubic | -52.368 | -49.614 | -103 |
1110 | resnet50s.gluon_in1k | 224 | 27.332 | 72.668 | 45.253 | 54.747 | 25.68 | 0.875 | bicubic | -51.378 | -48.995 | +1 |
1111 | res2net50_26w_8s.in1k | 224 | 27.303 | 72.697 | 44.815 | 55.185 | 48.40 | 0.875 | bilinear | -51.643 | -49.481 | -24 |
1112 | convnext_pico_ols.d1_in1k | 288 | 27.297 | 72.703 | 45.644 | 54.356 | 9.06 | 1.000 | bicubic | -53.165 | -49.602 | -203 |
1113 | densenet201.tv_in1k | 224 | 27.279 | 72.721 | 46.212 | 53.788 | 20.01 | 0.875 | bicubic | -50.005 | -47.268 | +116 |
1114 | ecaresnet50t.a2_in1k | 288 | 27.273 | 72.727 | 44.051 | 55.949 | 25.57 | 1.000 | bicubic | -54.409 | -51.481 | -376 |
1115 | ghostnetv2_160.in1k | 224 | 27.263 | 72.737 | 46.389 | 53.611 | 12.39 | 0.875 | bicubic | -50.573 | -47.553 | +74 |
1116 | densenet121.ra_in1k | 224 | 27.236 | 72.764 | 46.812 | 53.188 | 7.98 | 0.950 | bicubic | -48.256 | -45.802 | +190 |
1117 | efficientnet_b1_pruned.in1k | 240 | 27.224 | 72.776 | 45.963 | 54.037 | 6.33 | 0.882 | bicubic | -51.028 | -47.857 | +34 |
1118 | regnety_064.pycls_in1k | 224 | 27.224 | 72.776 | 44.855 | 55.145 | 30.58 | 0.875 | bicubic | -52.504 | -50.181 | -115 |
1119 | ecaresnet26t.ra2_in1k | 256 | 27.183 | 72.817 | 45.951 | 54.049 | 16.01 | 0.950 | bicubic | -51.771 | -48.651 | -35 |
1120 | tf_efficientnetv2_b2.in1k | 260 | 27.169 | 72.831 | 44.577 | 55.423 | 10.10 | 0.890 | bicubic | -53.057 | -50.433 | -173 |
1121 | resnetrs50.tf_in1k | 224 | 27.153 | 72.847 | 45.067 | 54.933 | 35.69 | 0.910 | bicubic | -52.763 | -49.907 | -148 |
1122 | vit_base_patch32_224.augreg_in1k | 224 | 27.147 | 72.853 | 45.222 | 54.778 | 88.22 | 0.900 | bicubic | -47.759 | -46.548 | +204 |
1123 | seresnet50.a1_in1k | 288 | 27.100 | 72.900 | 43.599 | 56.401 | 28.09 | 1.000 | bicubic | -53.996 | -51.519 | -301 |
1124 | resnet50d.a2_in1k | 288 | 27.094 | 72.906 | 43.840 | 56.160 | 25.58 | 1.000 | bicubic | -54.072 | -51.259 | -312 |
1125 | convnext_femto.d1_in1k | 224 | 27.078 | 72.921 | 45.652 | 54.348 | 5.22 | 0.950 | bicubic | -50.520 | -48.144 | +81 |
1126 | rexnet_130.nav_in1k | 224 | 27.075 | 72.925 | 45.929 | 54.071 | 7.56 | 0.875 | bicubic | -52.417 | -48.753 | -100 |
1127 | dla102x.in1k | 224 | 27.051 | 72.949 | 45.491 | 54.509 | 26.31 | 0.875 | bilinear | -51.453 | -48.735 | -2 |
1128 | gmixer_24_224.ra3_in1k | 224 | 27.031 | 72.969 | 44.373 | 55.627 | 24.72 | 0.875 | bicubic | -51.017 | -49.281 | +40 |
1129 | resnet101.tv_in1k | 224 | 26.974 | 73.026 | 45.240 | 54.760 | 44.55 | 0.875 | bilinear | -50.430 | -48.312 | +92 |
1130 | resnet32ts.ra2_in1k | 288 | 26.931 | 73.069 | 45.065 | 54.935 | 17.96 | 1.000 | bicubic | -52.457 | -49.611 | -95 |
1131 | convnextv2_atto.fcmae_ft_in1k | 224 | 26.902 | 73.098 | 44.866 | 55.134 | 3.71 | 0.950 | bicubic | -49.624 | -48.240 | +141 |
1132 | regnetx_120.pycls_in1k | 224 | 26.870 | 73.130 | 44.676 | 55.324 | 46.11 | 0.875 | bicubic | -52.738 | -50.058 | -116 |
1133 | rexnet_100.nav_in1k | 224 | 26.868 | 73.132 | 45.363 | 54.637 | 4.80 | 0.875 | bicubic | -50.980 | -48.515 | +55 |
1134 | densenet169.tv_in1k | 224 | 26.862 | 73.138 | 45.419 | 54.581 | 14.15 | 0.875 | bicubic | -49.060 | -47.557 | +160 |
1135 | regnety_120.pycls_in1k | 224 | 26.811 | 73.189 | 44.491 | 55.509 | 51.82 | 0.875 | bicubic | -53.567 | -51.207 | -215 |
1136 | legacy_seresnext101_32x4d.in1k | 224 | 26.802 | 73.198 | 43.475 | 56.525 | 48.96 | 0.875 | bilinear | -53.472 | -51.557 | -198 |
1137 | convnext_femto_ols.d1_in1k | 224 | 26.799 | 73.201 | 45.200 | 54.800 | 5.23 | 0.950 | bicubic | -50.879 | -48.790 | +63 |
1138 | regnetx_064.pycls_in1k | 224 | 26.792 | 73.208 | 44.937 | 55.063 | 26.21 | 0.875 | bicubic | -52.268 | -49.535 | -62 |
1139 | tinynet_a.in1k | 192 | 26.778 | 73.222 | 45.086 | 54.914 | 6.19 | 0.875 | bicubic | -50.886 | -48.444 | +62 |
1140 | res2net101d.in1k | 224 | 26.729 | 73.271 | 44.365 | 55.635 | 45.23 | 0.875 | bilinear | -54.525 | -50.983 | -339 |
1141 | regnetx_032.pycls_in1k | 224 | 26.705 | 73.295 | 45.251 | 54.749 | 15.30 | 0.875 | bicubic | -51.461 | -48.839 | +17 |
1142 | resnext50_32x4d.a2_in1k | 288 | 26.689 | 73.311 | 42.744 | 57.256 | 25.03 | 1.000 | bicubic | -54.609 | -52.366 | -348 |
1143 | legacy_seresnet152.in1k | 224 | 26.682 | 73.318 | 43.956 | 56.044 | 66.82 | 0.875 | bilinear | -51.976 | -50.426 | -27 |
1144 | efficientvit_m5.r224_in1k | 224 | 26.666 | 73.334 | 44.921 | 55.079 | 12.47 | 0.875 | bicubic | -50.416 | -48.245 | +98 |
1145 | resnet34.a2_in1k | 224 | 26.644 | 73.356 | 44.002 | 55.998 | 21.80 | 1.000 | bicubic | -48.870 | -48.388 | +160 |
1146 | efficientnet_es.ra_in1k | 224 | 26.642 | 73.358 | 45.114 | 54.886 | 5.44 | 0.875 | bicubic | -51.450 | -48.818 | +20 |
1147 | dla60x.in1k | 224 | 26.634 | 73.366 | 45.025 | 54.975 | 17.35 | 0.875 | bilinear | -51.598 | -48.995 | +7 |
1148 | res2net50_26w_6s.in1k | 224 | 26.599 | 73.401 | 43.996 | 56.004 | 37.05 | 0.875 | bilinear | -51.985 | -50.110 | -28 |
1149 | seresnet50.a3_in1k | 160 | 26.591 | 73.409 | 44.740 | 55.260 | 28.09 | 0.950 | bicubic | -48.509 | -47.356 | +169 |
1150 | repvgg_b1g4.rvgg_in1k | 224 | 26.585 | 73.415 | 45.104 | 54.896 | 39.97 | 0.875 | bilinear | -51.017 | -48.740 | +55 |
1151 | resnet50.a3_in1k | 160 | 26.572 | 73.428 | 44.226 | 55.774 | 25.56 | 0.950 | bicubic | -49.422 | -48.268 | +139 |
1152 | coat_lite_tiny.in1k | 224 | 26.554 | 73.446 | 44.719 | 55.281 | 5.72 | 0.900 | bicubic | -50.994 | -49.205 | +58 |
1153 | regnety_080.pycls_in1k | 224 | 26.540 | 73.460 | 44.395 | 55.605 | 39.18 | 0.875 | bicubic | -53.342 | -50.441 | -172 |
1154 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 26.530 | 73.470 | 44.530 | 55.470 | 5.48 | 0.875 | bilinear | -51.380 | -48.356 | +29 |
1155 | tf_efficientnet_b0.aa_in1k | 224 | 26.491 | 73.509 | 45.650 | 54.350 | 5.29 | 0.875 | bicubic | -50.391 | -47.620 | +100 |
1156 | res2net50_14w_8s.in1k | 224 | 26.489 | 73.511 | 44.363 | 55.637 | 25.06 | 0.875 | bilinear | -51.657 | -49.487 | +5 |
1157 | tf_efficientnet_b2.in1k | 260 | 26.481 | 73.519 | 44.772 | 55.228 | 9.11 | 0.890 | bicubic | -53.133 | -49.952 | -142 |
1158 | ecaresnet50t.a3_in1k | 224 | 26.454 | 73.546 | 43.507 | 56.493 | 25.57 | 0.950 | bicubic | -53.094 | -51.203 | -138 |
1159 | resnet50.gluon_in1k | 224 | 26.432 | 73.568 | 44.051 | 55.949 | 25.56 | 0.875 | bicubic | -51.148 | -49.653 | +49 |
1160 | mobileone_s2.apple_in1k | 224 | 26.418 | 73.582 | 44.554 | 55.446 | 7.88 | 0.900 | bilinear | -51.086 | -49.110 | +53 |
1161 | tf_efficientnet_el.in1k | 300 | 26.387 | 73.613 | 44.247 | 55.753 | 10.59 | 0.904 | bicubic | -53.855 | -50.871 | -218 |
1162 | lambda_resnet26t.c1_in1k | 256 | 26.361 | 73.639 | 44.408 | 55.592 | 10.96 | 0.940 | bicubic | -52.765 | -50.146 | -91 |
1163 | levit_conv_128.fb_dist_in1k | 224 | 26.361 | 73.639 | 44.143 | 55.857 | 9.21 | 0.900 | bicubic | -52.127 | -49.857 | -35 |
1164 | levit_128.fb_dist_in1k | 224 | 26.349 | 73.650 | 44.121 | 55.879 | 9.21 | 0.900 | bicubic | -52.137 | -49.877 | -35 |
1165 | resmlp_12_224.fb_distilled_in1k | 224 | 26.322 | 73.678 | 44.896 | 55.104 | 15.35 | 0.875 | bicubic | -51.626 | -48.674 | +12 |
1166 | resmlp_big_24_224.fb_in1k | 224 | 26.318 | 73.682 | 43.554 | 56.446 | 129.14 | 0.875 | bicubic | -54.718 | -51.464 | -336 |
1167 | resnet26t.ra2_in1k | 256 | 26.316 | 73.684 | 44.139 | 55.861 | 16.01 | 1.000 | bicubic | -51.474 | -49.669 | +26 |
1168 | regnetx_040.pycls_in1k | 224 | 26.259 | 73.741 | 44.407 | 55.593 | 22.12 | 0.875 | bicubic | -52.235 | -49.836 | -42 |
1169 | visformer_tiny.in1k | 224 | 26.257 | 73.743 | 44.206 | 55.794 | 10.32 | 0.900 | bicubic | -51.903 | -49.958 | -9 |
1170 | resnet50.bt_in1k | 224 | 26.243 | 73.757 | 43.911 | 56.089 | 25.56 | 0.950 | bicubic | -52.145 | -50.391 | -29 |
1171 | mobilevitv2_150.cvnets_in1k | 256 | 26.243 | 73.757 | 43.839 | 56.161 | 10.59 | 0.888 | bicubic | -54.161 | -51.203 | -256 |
1172 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 26.208 | 73.792 | 45.120 | 54.880 | 22.88 | 0.900 | bicubic | -49.788 | -48.152 | +117 |
1173 | crossvit_9_dagger_240.in1k | 240 | 26.177 | 73.823 | 44.562 | 55.438 | 8.78 | 0.875 | bicubic | -50.809 | -49.040 | +74 |
1174 | seresnet50.a2_in1k | 288 | 26.165 | 73.835 | 42.681 | 57.319 | 28.09 | 1.000 | bicubic | -54.927 | -52.555 | -351 |
1175 | densenetblur121d.ra_in1k | 288 | 26.163 | 73.837 | 45.047 | 54.953 | 8.00 | 0.950 | bicubic | -51.147 | -48.753 | +49 |
1176 | cs3darknet_focus_m.c2ns_in1k | 256 | 26.123 | 73.876 | 44.797 | 55.203 | 9.30 | 0.950 | bicubic | -50.604 | -48.853 | +84 |
1177 | resnet50.a2_in1k | 288 | 26.120 | 73.880 | 42.589 | 57.411 | 25.56 | 1.000 | bicubic | -54.660 | -52.389 | -311 |
1178 | resnet50d.a3_in1k | 224 | 26.114 | 73.886 | 42.960 | 57.040 | 25.58 | 0.950 | bicubic | -52.628 | -51.276 | -71 |
1179 | resnext50_32x4d.a3_in1k | 224 | 26.096 | 73.904 | 42.952 | 57.048 | 25.03 | 0.950 | bicubic | -53.156 | -51.348 | -122 |
1180 | efficientnet_b1.ft_in1k | 256 | 26.084 | 73.916 | 44.047 | 55.953 | 7.79 | 1.000 | bicubic | -52.716 | -50.297 | -79 |
1181 | resnet34.a2_in1k | 288 | 26.082 | 73.918 | 43.129 | 56.871 | 21.80 | 1.000 | bicubic | -51.078 | -50.147 | +56 |
1182 | convnextv2_femto.fcmae_ft_in1k | 288 | 26.070 | 73.930 | 44.344 | 55.656 | 5.23 | 0.950 | bicubic | -53.261 | -50.258 | -138 |
1183 | mobilevitv2_125.cvnets_in1k | 256 | 26.061 | 73.939 | 43.705 | 56.295 | 7.48 | 0.888 | bicubic | -53.617 | -51.139 | -173 |
1184 | lambda_resnet26rpt_256.c1_in1k | 256 | 26.031 | 73.969 | 44.232 | 55.768 | 10.99 | 0.940 | bicubic | -52.923 | -50.190 | -99 |
1185 | dpn68.mx_in1k | 224 | 26.012 | 73.989 | 44.065 | 55.935 | 12.61 | 0.875 | bicubic | -50.326 | -48.946 | +95 |
1186 | hardcorenas_c.miil_green_in1k | 224 | 26.008 | 73.992 | 44.852 | 55.148 | 5.52 | 0.875 | bilinear | -51.086 | -48.339 | +55 |
1187 | fastvit_t8.apple_dist_in1k | 256 | 25.992 | 74.008 | 44.424 | 55.576 | 4.03 | 0.900 | bicubic | -51.178 | -48.850 | +49 |
1188 | repghostnet_150.in1k | 224 | 25.982 | 74.018 | 44.369 | 55.631 | 6.58 | 0.875 | bicubic | -51.490 | -49.375 | +28 |
1189 | hrnet_w18.ms_in1k | 224 | 25.978 | 74.022 | 44.803 | 55.197 | 21.30 | 0.875 | bilinear | -50.782 | -48.643 | +70 |
1190 | hardcorenas_f.miil_green_in1k | 224 | 25.966 | 74.034 | 44.222 | 55.778 | 8.20 | 0.875 | bilinear | -52.140 | -49.578 | -26 |
1191 | vit_small_patch16_224.augreg_in1k | 224 | 25.956 | 74.043 | 43.960 | 56.040 | 22.05 | 0.900 | bicubic | -52.886 | -50.318 | -94 |
1192 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 25.945 | 74.055 | 44.365 | 55.635 | 5.28 | 0.950 | bicubic | -49.543 | -48.191 | +116 |
1193 | regnety_040.pycls_in1k | 224 | 25.925 | 74.075 | 43.862 | 56.138 | 20.65 | 0.875 | bicubic | -53.311 | -50.802 | -134 |
1194 | hrnet_w18_small_v2.gluon_in1k | 224 | 25.911 | 74.089 | 43.817 | 56.183 | 15.60 | 0.875 | bicubic | -52.273 | -50.093 | -37 |
1195 | resnext50d_32x4d.bt_in1k | 288 | 25.909 | 74.091 | 42.952 | 57.048 | 25.05 | 0.950 | bicubic | -54.771 | -52.354 | -315 |
1196 | resnet34.bt_in1k | 224 | 25.907 | 74.093 | 43.636 | 56.364 | 21.80 | 0.950 | bicubic | -49.001 | -48.608 | +129 |
1197 | regnetx_016.tv2_in1k | 224 | 25.888 | 74.112 | 43.357 | 56.643 | 9.19 | 0.965 | bicubic | -53.564 | -51.415 | -167 |
1198 | densenet121.ra_in1k | 288 | 25.874 | 74.126 | 44.904 | 55.096 | 7.98 | 0.950 | bicubic | -50.606 | -48.470 | +79 |
1199 | res2net50_26w_4s.in1k | 224 | 25.868 | 74.132 | 43.159 | 56.841 | 25.70 | 0.875 | bilinear | -52.118 | -50.667 | -24 |
1200 | coat_tiny.in1k | 224 | 25.866 | 74.134 | 43.286 | 56.714 | 5.50 | 0.900 | bicubic | -52.576 | -50.750 | -65 |
1201 | tresnet_m.miil_in1k_448 | 448 | 25.860 | 74.140 | 42.883 | 57.117 | 31.39 | 0.875 | bilinear | -55.850 | -52.684 | -466 |
1202 | fastvit_t8.apple_in1k | 256 | 25.850 | 74.150 | 44.110 | 55.890 | 4.03 | 0.900 | bicubic | -50.334 | -48.932 | +82 |
1203 | resnet50c.gluon_in1k | 224 | 25.790 | 74.210 | 43.039 | 56.961 | 25.58 | 0.875 | bicubic | -52.227 | -50.955 | -32 |
1204 | efficientnet_b1.ft_in1k | 224 | 25.768 | 74.232 | 43.618 | 56.382 | 7.79 | 1.000 | bicubic | -51.640 | -49.907 | +16 |
1205 | selecsls60.in1k | 224 | 25.748 | 74.252 | 44.065 | 55.935 | 30.67 | 0.875 | bicubic | -52.238 | -49.797 | -29 |
1206 | halonet26t.a1h_in1k | 256 | 25.738 | 74.262 | 43.235 | 56.765 | 12.48 | 0.950 | bicubic | -53.396 | -51.105 | -136 |
1207 | dla60_res2net.in1k | 224 | 25.675 | 74.325 | 43.593 | 56.407 | 20.85 | 0.875 | bilinear | -52.805 | -50.609 | -77 |
1208 | poolformer_s12.sail_in1k | 224 | 25.664 | 74.336 | 44.190 | 55.810 | 11.92 | 0.900 | bicubic | -51.580 | -49.348 | +23 |
1209 | hardcorenas_e.miil_green_in1k | 224 | 25.660 | 74.340 | 43.436 | 56.564 | 8.07 | 0.875 | bilinear | -52.130 | -50.254 | -15 |
1210 | dla60_res2next.in1k | 224 | 25.628 | 74.372 | 43.689 | 56.311 | 17.03 | 0.875 | bilinear | -52.860 | -50.455 | -83 |
1211 | eca_halonext26ts.c1_in1k | 256 | 25.546 | 74.454 | 43.221 | 56.779 | 10.76 | 0.940 | bicubic | -53.972 | -51.488 | -188 |
1212 | ecaresnet26t.ra2_in1k | 320 | 25.538 | 74.462 | 43.691 | 56.309 | 16.01 | 0.950 | bicubic | -54.362 | -51.379 | -232 |
1213 | convnext_femto.d1_in1k | 288 | 25.532 | 74.468 | 43.664 | 56.336 | 5.22 | 0.950 | bicubic | -53.178 | -50.778 | -103 |
1214 | mixnet_l.ft_in1k | 224 | 25.532 | 74.468 | 43.485 | 56.515 | 7.33 | 0.875 | bicubic | -53.440 | -50.697 | -132 |
1215 | resmlp_12_224.fb_in1k | 224 | 25.526 | 74.474 | 44.355 | 55.645 | 15.35 | 0.875 | bicubic | -51.134 | -48.815 | +48 |
1216 | tf_efficientnet_lite1.in1k | 240 | 25.524 | 74.476 | 43.611 | 56.389 | 5.42 | 0.882 | bicubic | -51.148 | -49.621 | +46 |
1217 | cs3darknet_focus_m.c2ns_in1k | 288 | 25.506 | 74.493 | 43.764 | 56.236 | 9.30 | 0.950 | bicubic | -51.785 | -50.206 | +9 |
1218 | res2net50d.in1k | 224 | 25.503 | 74.497 | 43.064 | 56.936 | 25.72 | 0.875 | bilinear | -54.767 | -51.956 | -279 |
1219 | bat_resnext26ts.ch_in1k | 256 | 25.501 | 74.499 | 43.214 | 56.786 | 10.73 | 0.900 | bicubic | -52.779 | -50.650 | -70 |
1220 | repvgg_a2.rvgg_in1k | 224 | 25.493 | 74.507 | 43.892 | 56.108 | 28.21 | 0.875 | bilinear | -50.999 | -49.124 | +56 |
1221 | resnext50_32x4d.tv_in1k | 224 | 25.481 | 74.519 | 42.817 | 57.183 | 25.03 | 0.875 | bilinear | -52.151 | -50.857 | -18 |
1222 | cs3darknet_m.c2ns_in1k | 256 | 25.438 | 74.562 | 43.927 | 56.073 | 9.31 | 0.950 | bicubic | -51.586 | -49.783 | +23 |
1223 | botnet26t_256.c1_in1k | 256 | 25.436 | 74.564 | 42.628 | 57.372 | 12.49 | 0.950 | bicubic | -53.818 | -51.902 | -168 |
1224 | regnety_008_tv.tv2_in1k | 224 | 25.424 | 74.576 | 43.436 | 56.564 | 6.43 | 0.965 | bicubic | -53.234 | -50.936 | -109 |
1225 | tf_mixnet_l.in1k | 224 | 25.422 | 74.578 | 42.528 | 57.472 | 7.33 | 0.875 | bicubic | -53.364 | -51.468 | -121 |
1226 | res2next50.in1k | 224 | 25.402 | 74.598 | 42.528 | 57.472 | 24.67 | 0.875 | bilinear | -52.834 | -51.376 | -73 |
1227 | convnext_femto_ols.d1_in1k | 288 | 25.391 | 74.609 | 43.178 | 56.822 | 5.23 | 0.950 | bicubic | -53.523 | -51.368 | -137 |
1228 | hardcorenas_b.miil_green_in1k | 224 | 25.385 | 74.615 | 44.165 | 55.835 | 5.18 | 0.875 | bilinear | -51.167 | -48.601 | +40 |
1229 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 25.355 | 74.645 | 45.373 | 54.627 | 25.55 | 1.000 | bilinear | -55.023 | -49.723 | -311 |
1230 | efficientformerv2_s0.snap_dist_in1k | 224 | 25.355 | 74.645 | 43.923 | 56.077 | 3.60 | 0.950 | bicubic | -50.767 | -48.933 | +56 |
1231 | regnety_032.pycls_in1k | 224 | 25.337 | 74.662 | 42.952 | 57.048 | 19.44 | 0.875 | bicubic | -53.566 | -51.486 | -140 |
1232 | wide_resnet50_2.tv_in1k | 224 | 25.330 | 74.670 | 42.190 | 57.810 | 68.88 | 0.875 | bilinear | -53.150 | -51.896 | -101 |
1233 | hardcorenas_d.miil_green_in1k | 224 | 25.328 | 74.672 | 43.176 | 56.824 | 7.50 | 0.875 | bilinear | -52.122 | -50.304 | -16 |
1234 | dla102.in1k | 224 | 25.326 | 74.674 | 43.839 | 56.161 | 33.27 | 0.875 | bilinear | -52.698 | -50.107 | -64 |
1235 | legacy_seresnet101.in1k | 224 | 25.326 | 74.674 | 42.823 | 57.177 | 49.33 | 0.875 | bilinear | -53.070 | -51.435 | -96 |
1236 | seresnext26ts.ch_in1k | 256 | 25.322 | 74.678 | 43.803 | 56.197 | 10.39 | 1.000 | bicubic | -52.444 | -49.907 | -40 |
1237 | resnest14d.gluon_in1k | 224 | 25.316 | 74.684 | 44.088 | 55.912 | 10.61 | 0.875 | bilinear | -50.206 | -48.418 | +66 |
1238 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 25.316 | 74.684 | 43.872 | 56.128 | 5.28 | 0.950 | bicubic | -51.278 | -49.394 | +28 |
1239 | selecsls60b.in1k | 224 | 25.314 | 74.686 | 43.497 | 56.503 | 32.77 | 0.875 | bicubic | -53.096 | -50.669 | -101 |
1240 | eca_resnext26ts.ch_in1k | 256 | 25.308 | 74.692 | 43.862 | 56.138 | 10.30 | 1.000 | bicubic | -52.114 | -49.778 | -21 |
1241 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 25.235 | 74.765 | 44.304 | 55.696 | 4.23 | 0.950 | bicubic | -49.763 | -48.102 | +82 |
1242 | legacy_seresnext50_32x4d.in1k | 224 | 25.212 | 74.788 | 41.964 | 58.036 | 27.56 | 0.875 | bilinear | -53.872 | -52.468 | -168 |
1243 | ghostnetv2_130.in1k | 224 | 25.172 | 74.828 | 43.296 | 56.704 | 8.96 | 0.875 | bicubic | -51.590 | -50.064 | +15 |
1244 | 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 | +20 |
1245 | resnet50.a3_in1k | 224 | 25.068 | 74.932 | 41.968 | 58.032 | 25.56 | 0.950 | bicubic | -52.984 | -51.812 | -78 |
1246 | eca_botnext26ts_256.c1_in1k | 256 | 25.047 | 74.953 | 43.037 | 56.963 | 10.59 | 0.950 | bicubic | -54.225 | -51.561 | -193 |
1247 | convnext_atto.d2_in1k | 224 | 25.037 | 74.963 | 43.062 | 56.938 | 3.70 | 0.950 | bicubic | -50.603 | -49.840 | +52 |
1248 | efficientnet_b0.ra_in1k | 224 | 25.021 | 74.979 | 42.789 | 57.211 | 5.29 | 0.875 | bicubic | -52.679 | -50.745 | -49 |
1249 | res2net50_48w_2s.in1k | 224 | 25.019 | 74.981 | 42.217 | 57.783 | 25.29 | 0.875 | bilinear | -52.517 | -51.347 | -38 |
1250 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 24.958 | 75.042 | 43.292 | 56.708 | 3.05 | 1.000 | bicubic | -51.372 | -49.780 | +32 |
1251 | resnet34.gluon_in1k | 224 | 24.952 | 75.048 | 42.294 | 57.706 | 21.80 | 0.875 | bicubic | -49.622 | -49.694 | +85 |
1252 | mobilenetv2_120d.ra_in1k | 224 | 24.921 | 75.079 | 43.039 | 56.961 | 5.83 | 0.875 | bicubic | -52.377 | -50.477 | -27 |
1253 | dla60.in1k | 224 | 24.919 | 75.081 | 43.314 | 56.686 | 22.04 | 0.875 | bilinear | -52.129 | -50.004 | -10 |
1254 | gcresnext26ts.ch_in1k | 256 | 24.897 | 75.103 | 42.506 | 57.494 | 10.48 | 1.000 | bicubic | -52.681 | -51.230 | -45 |
1255 | convnextv2_atto.fcmae_ft_in1k | 288 | 24.876 | 75.124 | 42.485 | 57.515 | 3.71 | 0.950 | bicubic | -52.918 | -51.247 | -63 |
1256 | resnet34.bt_in1k | 288 | 24.836 | 75.164 | 42.101 | 57.899 | 21.80 | 0.950 | bicubic | -51.672 | -51.243 | +19 |
1257 | regnety_016.pycls_in1k | 224 | 24.813 | 75.187 | 42.616 | 57.384 | 11.20 | 0.875 | bicubic | -53.091 | -51.106 | -73 |
1258 | seresnet50.a3_in1k | 224 | 24.813 | 75.187 | 42.101 | 57.899 | 28.09 | 0.950 | bicubic | -52.223 | -50.971 | -14 |
1259 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 24.797 | 75.203 | 43.487 | 56.513 | 4.23 | 0.950 | bicubic | -51.289 | -49.525 | +28 |
1260 | resnet34.a3_in1k | 160 | 24.748 | 75.252 | 42.583 | 57.417 | 21.80 | 0.950 | bicubic | -45.824 | -46.939 | +136 |
1261 | pit_ti_distilled_224.in1k | 224 | 24.722 | 75.278 | 43.190 | 56.810 | 5.10 | 0.900 | bicubic | -49.556 | -48.738 | +80 |
1262 | cs3darknet_m.c2ns_in1k | 288 | 24.640 | 75.360 | 43.009 | 56.991 | 9.31 | 0.950 | bicubic | -52.988 | -51.009 | -58 |
1263 | convnext_atto_ols.a2_in1k | 224 | 24.616 | 75.384 | 42.856 | 57.144 | 3.70 | 0.950 | bicubic | -51.328 | -50.074 | +29 |
1264 | resnet50.bt_in1k | 288 | 24.595 | 75.405 | 41.478 | 58.522 | 25.56 | 0.950 | bicubic | -55.063 | -53.428 | -252 |
1265 | eca_resnext26ts.ch_in1k | 288 | 24.593 | 75.407 | 42.536 | 57.464 | 10.30 | 1.000 | bicubic | -53.423 | -51.396 | -93 |
1266 | regnetx_016.pycls_in1k | 224 | 24.577 | 75.423 | 42.514 | 57.486 | 9.19 | 0.875 | bicubic | -52.347 | -50.916 | -14 |
1267 | tf_efficientnet_lite2.in1k | 260 | 24.565 | 75.435 | 42.259 | 57.741 | 6.09 | 0.890 | bicubic | -52.907 | -51.233 | -52 |
1268 | mobilevitv2_100.cvnets_in1k | 256 | 24.552 | 75.448 | 42.954 | 57.046 | 4.90 | 0.888 | bicubic | -53.540 | -51.214 | -103 |
1269 | resnext26ts.ra2_in1k | 256 | 24.534 | 75.466 | 42.066 | 57.934 | 10.30 | 1.000 | bicubic | -52.050 | -51.068 | -2 |
1270 | seresnext26ts.ch_in1k | 288 | 24.522 | 75.478 | 42.650 | 57.350 | 10.39 | 1.000 | bicubic | -53.770 | -51.426 | -122 |
1271 | skresnet18.ra_in1k | 224 | 24.487 | 75.513 | 42.561 | 57.439 | 11.96 | 0.875 | bicubic | -48.533 | -48.611 | +92 |
1272 | resnet18.a1_in1k | 224 | 24.471 | 75.529 | 41.357 | 58.643 | 11.69 | 1.000 | bicubic | -46.639 | -48.429 | +118 |
1273 | hardcorenas_a.miil_green_in1k | 224 | 24.390 | 75.610 | 43.349 | 56.651 | 5.26 | 0.875 | bilinear | -51.536 | -49.137 | +20 |
1274 | tf_efficientnet_lite0.in1k | 224 | 24.378 | 75.621 | 42.490 | 57.510 | 4.65 | 0.875 | bicubic | -50.468 | -49.690 | +54 |
1275 | resnet18d.ra2_in1k | 224 | 24.347 | 75.653 | 42.980 | 57.020 | 11.71 | 0.950 | bicubic | -48.119 | -47.832 | +94 |
1276 | hrnet_w18.ms_aug_in1k | 224 | 24.337 | 75.663 | 42.866 | 57.134 | 21.30 | 0.950 | bilinear | -53.773 | -51.202 | -113 |
1277 | efficientvit_m4.r224_in1k | 224 | 24.290 | 75.710 | 41.758 | 58.242 | 8.80 | 0.875 | bicubic | -50.068 | -50.224 | +62 |
1278 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 24.255 | 75.745 | 42.551 | 57.449 | 3.77 | 0.950 | bicubic | -50.389 | -49.471 | +54 |
1279 | ese_vovnet19b_dw.ra_in1k | 224 | 24.198 | 75.802 | 42.198 | 57.802 | 6.54 | 0.950 | bicubic | -52.602 | -51.174 | -22 |
1280 | gcresnext26ts.ch_in1k | 288 | 24.190 | 75.810 | 41.347 | 58.653 | 10.48 | 1.000 | bicubic | -54.248 | -52.687 | -143 |
1281 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 24.162 | 75.838 | 42.109 | 57.891 | 3.77 | 0.950 | bicubic | -49.524 | -49.271 | +72 |
1282 | tf_efficientnet_b1.in1k | 240 | 24.121 | 75.879 | 41.520 | 58.480 | 7.79 | 0.882 | bicubic | -54.429 | -52.576 | -160 |
1283 | resnet50.tv_in1k | 224 | 24.064 | 75.936 | 41.329 | 58.671 | 25.56 | 0.875 | bilinear | -52.092 | -51.537 | +2 |
1284 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 24.062 | 75.938 | 42.033 | 57.967 | 3.05 | 1.000 | bicubic | -53.750 | -51.991 | -94 |
1285 | levit_128s.fb_dist_in1k | 224 | 24.037 | 75.963 | 40.983 | 59.017 | 7.78 | 0.900 | bicubic | -52.485 | -51.891 | -12 |
1286 | levit_conv_128s.fb_dist_in1k | 224 | 24.035 | 75.965 | 40.983 | 59.017 | 7.78 | 0.900 | bicubic | -52.499 | -51.899 | -16 |
1287 | legacy_seresnet34.in1k | 224 | 24.019 | 75.981 | 41.903 | 58.097 | 21.96 | 0.875 | bilinear | -50.769 | -50.231 | +42 |
1288 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 23.993 | 76.007 | 42.278 | 57.722 | 3.05 | 1.000 | bicubic | -51.475 | -50.392 | +21 |
1289 | repghostnet_130.in1k | 224 | 23.966 | 76.034 | 41.671 | 58.329 | 5.48 | 0.875 | bicubic | -52.412 | -51.225 | -11 |
1290 | efficientnet_lite0.ra_in1k | 224 | 23.905 | 76.095 | 42.131 | 57.869 | 4.65 | 0.875 | bicubic | -51.585 | -50.383 | +17 |
1291 | efficientnet_es_pruned.in1k | 224 | 23.858 | 76.142 | 42.005 | 57.995 | 5.44 | 0.875 | bicubic | -51.154 | -50.439 | +31 |
1292 | densenet121.tv_in1k | 224 | 23.838 | 76.162 | 41.932 | 58.068 | 7.98 | 0.875 | bicubic | -50.910 | -50.222 | +38 |
1293 | regnetx_008.tv2_in1k | 224 | 23.771 | 76.229 | 40.716 | 59.284 | 7.26 | 0.965 | bicubic | -53.517 | -52.946 | -65 |
1294 | resnet26t.ra2_in1k | 320 | 23.744 | 76.256 | 41.355 | 58.645 | 16.01 | 1.000 | bicubic | -54.586 | -52.691 | -150 |
1295 | dla34.in1k | 224 | 23.693 | 76.307 | 41.557 | 58.443 | 15.74 | 0.875 | bilinear | -50.947 | -50.495 | +37 |
1296 | mobilenetv2_140.ra_in1k | 224 | 23.693 | 76.307 | 41.459 | 58.541 | 6.11 | 0.875 | bicubic | -52.835 | -51.549 | -24 |
1297 | mixnet_m.ft_in1k | 224 | 23.691 | 76.309 | 41.174 | 58.826 | 5.01 | 0.875 | bicubic | -53.579 | -52.242 | -67 |
1298 | legacy_seresnet50.in1k | 224 | 23.640 | 76.360 | 40.099 | 59.901 | 28.09 | 0.875 | bilinear | -54.004 | -53.621 | -96 |
1299 | convnext_atto.d2_in1k | 288 | 23.612 | 76.388 | 41.093 | 58.907 | 3.70 | 0.950 | bicubic | -53.404 | -52.611 | -53 |
1300 | resnext26ts.ra2_in1k | 288 | 23.606 | 76.394 | 40.930 | 59.070 | 10.30 | 1.000 | bicubic | -53.576 | -52.544 | -66 |
1301 | resnet34.tv_in1k | 224 | 23.494 | 76.506 | 41.380 | 58.620 | 21.80 | 0.875 | bilinear | -49.804 | -50.042 | +57 |
1302 | tf_mixnet_m.in1k | 224 | 23.473 | 76.527 | 41.007 | 58.993 | 5.01 | 0.875 | bicubic | -53.489 | -52.163 | -53 |
1303 | efficientvit_m3.r224_in1k | 224 | 23.396 | 76.604 | 40.514 | 59.486 | 6.90 | 0.875 | bicubic | -50.000 | -50.832 | +52 |
1304 | selecsls42b.in1k | 224 | 23.394 | 76.606 | 40.663 | 59.337 | 32.46 | 0.875 | bicubic | -53.786 | -52.727 | -69 |
1305 | tf_efficientnet_em.in1k | 240 | 23.392 | 76.608 | 40.413 | 59.587 | 6.90 | 0.882 | bicubic | -54.736 | -53.641 | -143 |
1306 | resnet34.a3_in1k | 224 | 23.357 | 76.643 | 40.130 | 59.870 | 21.80 | 0.950 | bicubic | -49.625 | -50.986 | +59 |
1307 | repvgg_b0.rvgg_in1k | 224 | 23.339 | 76.661 | 41.262 | 58.738 | 15.82 | 0.875 | bilinear | -51.823 | -51.158 | +8 |
1308 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 23.270 | 76.730 | 41.459 | 58.541 | 3.05 | 1.000 | bicubic | -49.048 | -49.367 | +67 |
1309 | regnety_004.tv2_in1k | 224 | 23.270 | 76.730 | 40.871 | 59.129 | 4.34 | 0.965 | bicubic | -52.320 | -51.837 | -7 |
1310 | convnext_atto_ols.a2_in1k | 288 | 23.137 | 76.863 | 40.897 | 59.103 | 3.70 | 0.950 | bicubic | -54.083 | -52.803 | -77 |
1311 | resnet18.a1_in1k | 288 | 23.074 | 76.926 | 39.569 | 60.431 | 11.69 | 1.000 | bicubic | -50.090 | -51.486 | +50 |
1312 | mobilenetv2_110d.ra_in1k | 224 | 23.070 | 76.930 | 40.749 | 59.251 | 4.52 | 0.875 | bicubic | -51.984 | -51.437 | +9 |
1313 | vit_base_patch32_224.sam_in1k | 224 | 23.046 | 76.954 | 39.557 | 60.443 | 88.22 | 0.900 | bicubic | -50.660 | -51.455 | +39 |
1314 | tinynet_b.in1k | 188 | 23.042 | 76.958 | 40.960 | 59.040 | 3.73 | 0.875 | bicubic | -51.932 | -51.228 | +10 |
1315 | resnet18d.ra2_in1k | 288 | 23.025 | 76.975 | 41.125 | 58.875 | 11.71 | 0.950 | bicubic | -50.769 | -50.709 | +36 |
1316 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 22.960 | 77.040 | 41.062 | 58.938 | 3.77 | 0.950 | bicubic | -51.336 | -51.056 | +24 |
1317 | repghostnet_111.in1k | 224 | 22.887 | 77.113 | 40.508 | 59.492 | 4.54 | 0.875 | bicubic | -52.181 | -51.688 | +2 |
1318 | mobileone_s1.apple_in1k | 224 | 22.830 | 77.170 | 39.887 | 60.113 | 4.83 | 0.900 | bilinear | -52.956 | -52.905 | -23 |
1319 | seresnext26t_32x4d.bt_in1k | 224 | 22.785 | 77.215 | 39.246 | 60.754 | 16.81 | 0.950 | bicubic | -55.085 | -54.566 | -134 |
1320 | 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 | +17 |
1321 | mobilenetv3_large_100.ra_in1k | 224 | 22.691 | 77.309 | 40.710 | 59.290 | 5.48 | 0.875 | bicubic | -53.093 | -51.818 | -25 |
1322 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 22.665 | 77.335 | 40.881 | 59.119 | 3.77 | 0.950 | bicubic | -50.503 | -50.329 | +38 |
1323 | repvgg_a1.rvgg_in1k | 224 | 22.653 | 77.347 | 39.881 | 60.119 | 14.09 | 0.875 | bilinear | -51.815 | -51.959 | +15 |
1324 | mobilevit_s.cvnets_in1k | 256 | 22.637 | 77.362 | 38.855 | 61.145 | 5.58 | 0.900 | bicubic | -55.665 | -55.311 | -177 |
1325 | mobilenetv3_rw.rmsp_in1k | 224 | 22.632 | 77.368 | 40.406 | 59.594 | 5.48 | 0.875 | bicubic | -52.982 | -52.292 | -26 |
1326 | ghostnetv2_100.in1k | 224 | 22.632 | 77.368 | 40.089 | 59.911 | 6.16 | 0.875 | bicubic | -52.544 | -52.245 | -11 |
1327 | edgenext_x_small.in1k | 288 | 22.592 | 77.408 | 39.515 | 60.485 | 2.34 | 1.000 | bicubic | -53.114 | -53.245 | -30 |
1328 | tf_mobilenetv3_large_100.in1k | 224 | 22.553 | 77.447 | 39.765 | 60.235 | 5.48 | 0.875 | bilinear | -52.961 | -52.837 | -25 |
1329 | tf_efficientnet_b0.in1k | 224 | 22.553 | 77.447 | 39.596 | 60.404 | 5.29 | 0.875 | bicubic | -53.983 | -53.414 | -59 |
1330 | xcit_nano_12_p8_224.fb_in1k | 224 | 22.504 | 77.496 | 40.795 | 59.205 | 3.05 | 1.000 | bicubic | -51.392 | -51.359 | +19 |
1331 | resnet26d.bt_in1k | 224 | 22.496 | 77.504 | 39.598 | 60.402 | 16.01 | 0.950 | bicubic | -54.210 | -53.614 | -70 |
1332 | tf_efficientnet_es.in1k | 224 | 22.421 | 77.579 | 39.117 | 60.883 | 5.44 | 0.875 | bicubic | -54.187 | -54.059 | -67 |
1333 | hrnet_w18_small_v2.ms_in1k | 224 | 22.382 | 77.618 | 39.891 | 60.109 | 15.60 | 0.875 | bilinear | -52.736 | -52.527 | -17 |
1334 | edgenext_x_small.in1k | 256 | 22.302 | 77.698 | 39.388 | 60.612 | 2.34 | 1.000 | bicubic | -52.558 | -52.784 | -7 |
1335 | regnetx_004_tv.tv2_in1k | 224 | 22.274 | 77.726 | 39.217 | 60.783 | 5.50 | 0.965 | bicubic | -52.328 | -52.955 | 0 |
1336 | convit_tiny.fb_in1k | 224 | 22.264 | 77.736 | 39.678 | 60.322 | 5.71 | 0.875 | bicubic | -50.862 | -52.011 | +26 |
1337 | regnety_008.pycls_in1k | 224 | 22.131 | 77.870 | 38.985 | 61.015 | 6.26 | 0.875 | bicubic | -54.204 | -54.075 | -56 |
1338 | ese_vovnet19b_dw.ra_in1k | 288 | 22.093 | 77.907 | 39.480 | 60.520 | 6.54 | 0.950 | bicubic | -55.713 | -54.296 | -147 |
1339 | resnet18.a2_in1k | 224 | 21.987 | 78.013 | 38.537 | 61.463 | 11.69 | 1.000 | bicubic | -48.271 | -50.829 | +60 |
1340 | regnetx_008.pycls_in1k | 224 | 21.977 | 78.023 | 38.922 | 61.078 | 7.26 | 0.875 | bicubic | -53.085 | -53.418 | -20 |
1341 | regnety_006.pycls_in1k | 224 | 21.973 | 78.027 | 38.957 | 61.043 | 6.06 | 0.875 | bicubic | -53.289 | -53.567 | -28 |
1342 | semnasnet_100.rmsp_in1k | 224 | 21.956 | 78.044 | 38.702 | 61.298 | 3.89 | 0.875 | bicubic | -53.496 | -53.908 | -31 |
1343 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 21.942 | 78.058 | 39.492 | 60.508 | 6.36 | 1.000 | bicubic | -54.020 | -53.784 | -52 |
1344 | resnet26.bt_in1k | 224 | 21.859 | 78.141 | 38.761 | 61.239 | 16.00 | 0.950 | bicubic | -53.477 | -53.879 | -32 |
1345 | pit_ti_224.in1k | 224 | 21.857 | 78.143 | 39.517 | 60.483 | 4.85 | 0.900 | bicubic | -51.067 | -51.895 | +22 |
1346 | pvt_v2_b0.in1k | 224 | 21.840 | 78.160 | 40.140 | 59.860 | 3.67 | 0.900 | bicubic | -48.816 | -50.072 | +49 |
1347 | seresnext26d_32x4d.bt_in1k | 224 | 21.806 | 78.194 | 38.220 | 61.780 | 16.81 | 0.950 | bicubic | -55.928 | -55.094 | -150 |
1348 | regnetx_006.pycls_in1k | 224 | 21.745 | 78.255 | 38.940 | 61.060 | 6.20 | 0.875 | bicubic | -52.139 | -52.726 | +2 |
1349 | 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 | -215 |
1350 | crossvit_9_240.in1k | 240 | 21.702 | 78.298 | 39.262 | 60.738 | 8.55 | 0.875 | bicubic | -52.274 | -52.714 | -4 |
1351 | vgg19_bn.tv_in1k | 224 | 21.637 | 78.363 | 39.285 | 60.715 | 143.68 | 0.875 | bilinear | -52.599 | -52.558 | -9 |
1352 | semnasnet_075.rmsp_in1k | 224 | 21.596 | 78.404 | 38.950 | 61.050 | 2.91 | 0.875 | bicubic | -51.396 | -52.168 | +12 |
1353 | resnet18.gluon_in1k | 224 | 21.559 | 78.441 | 38.891 | 61.109 | 11.69 | 0.875 | bicubic | -49.285 | -50.859 | +40 |
1354 | mobilevitv2_075.cvnets_in1k | 256 | 21.549 | 78.451 | 38.608 | 61.392 | 2.87 | 0.888 | bicubic | -54.055 | -54.146 | -53 |
1355 | fbnetc_100.rmsp_in1k | 224 | 21.541 | 78.459 | 38.156 | 61.844 | 5.57 | 0.875 | bilinear | -53.573 | -54.226 | -38 |
1356 | repghostnet_100.in1k | 224 | 21.490 | 78.510 | 38.696 | 61.304 | 4.07 | 0.875 | bicubic | -52.710 | -52.854 | -13 |
1357 | 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 | +44 |
1358 | mixnet_s.ft_in1k | 224 | 21.399 | 78.600 | 38.232 | 61.768 | 4.13 | 0.875 | bicubic | -54.602 | -54.570 | -70 |
1359 | ghostnet_100.in1k | 224 | 21.376 | 78.624 | 38.130 | 61.870 | 5.18 | 0.875 | bicubic | -52.584 | -53.412 | -12 |
1360 | mnasnet_100.rmsp_in1k | 224 | 21.370 | 78.630 | 37.725 | 62.275 | 4.38 | 0.875 | bicubic | -53.292 | -54.383 | -29 |
1361 | 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 |
1362 | lcnet_100.ra2_in1k | 224 | 21.284 | 78.716 | 38.891 | 61.109 | 2.95 | 0.875 | bicubic | -50.844 | -51.477 | +18 |
1363 | legacy_seresnext26_32x4d.in1k | 224 | 21.087 | 78.913 | 37.641 | 62.359 | 16.79 | 0.875 | bicubic | -56.013 | -55.691 | -123 |
1364 | crossvit_tiny_240.in1k | 240 | 21.050 | 78.950 | 38.061 | 61.939 | 7.01 | 0.875 | bicubic | -52.280 | -53.849 | -7 |
1365 | efficientvit_m2.r224_in1k | 224 | 21.048 | 78.952 | 37.678 | 62.322 | 4.19 | 0.875 | bicubic | -49.752 | -52.482 | +29 |
1366 | repvgg_a0.rvgg_in1k | 224 | 20.983 | 79.017 | 37.609 | 62.391 | 9.11 | 0.875 | bilinear | -51.441 | -52.905 | +5 |
1367 | resnet18.a2_in1k | 288 | 20.951 | 79.049 | 36.849 | 63.151 | 11.69 | 1.000 | bicubic | -51.410 | -53.765 | +6 |
1368 | regnetx_004.pycls_in1k | 224 | 20.906 | 79.094 | 37.562 | 62.438 | 5.16 | 0.875 | bicubic | -51.526 | -53.286 | +2 |
1369 | seresnext26t_32x4d.bt_in1k | 288 | 20.871 | 79.129 | 36.371 | 63.629 | 16.81 | 0.950 | bicubic | -57.865 | -57.947 | -261 |
1370 | spnasnet_100.rmsp_in1k | 224 | 20.849 | 79.151 | 37.922 | 62.078 | 4.42 | 0.875 | bilinear | -53.233 | -53.906 | -26 |
1371 | legacy_seresnet18.in1k | 224 | 20.828 | 79.172 | 37.631 | 62.369 | 11.78 | 0.875 | bicubic | -50.914 | -52.709 | +13 |
1372 | mobilenetv2_100.ra_in1k | 224 | 20.767 | 79.233 | 37.769 | 62.231 | 3.50 | 0.875 | bicubic | -52.195 | -53.251 | -6 |
1373 | tf_mixnet_s.in1k | 224 | 20.464 | 79.536 | 36.633 | 63.367 | 4.13 | 0.875 | bicubic | -55.188 | -55.995 | -75 |
1374 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 20.462 | 79.538 | 37.615 | 62.385 | 5.72 | 0.900 | bicubic | -54.996 | -55.229 | -64 |
1375 | regnety_004.pycls_in1k | 224 | 20.427 | 79.573 | 37.030 | 62.970 | 4.34 | 0.875 | bicubic | -53.579 | -54.726 | -30 |
1376 | tf_mobilenetv3_large_075.in1k | 224 | 20.403 | 79.597 | 36.800 | 63.200 | 3.99 | 0.875 | bilinear | -53.045 | -54.544 | -22 |
1377 | hrnet_w18_small.gluon_in1k | 224 | 20.390 | 79.611 | 37.065 | 62.935 | 13.19 | 0.875 | bicubic | -53.544 | -54.105 | -29 |
1378 | hrnet_w18_small.ms_in1k | 224 | 20.356 | 79.644 | 37.081 | 62.919 | 13.19 | 0.875 | bilinear | -51.990 | -53.603 | -4 |
1379 | resnet26d.bt_in1k | 288 | 20.273 | 79.727 | 36.356 | 63.644 | 16.01 | 0.950 | bicubic | -57.151 | -57.274 | -161 |
1380 | resnet18.tv_in1k | 224 | 20.238 | 79.762 | 37.258 | 62.742 | 11.69 | 0.875 | bilinear | -49.514 | -51.824 | +23 |
1381 | 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 |
1382 | 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 |
1383 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 20.130 | 79.870 | 36.914 | 63.086 | 3.92 | 0.875 | bilinear | -52.140 | -53.748 | -7 |
1384 | seresnext26d_32x4d.bt_in1k | 288 | 20.063 | 79.937 | 35.241 | 64.759 | 16.81 | 0.950 | bicubic | -58.763 | -59.017 | -286 |
1385 | efficientvit_m1.r224_in1k | 224 | 19.975 | 80.025 | 36.481 | 63.519 | 2.98 | 0.875 | bicubic | -48.379 | -52.203 | +24 |
1386 | vgg16_bn.tv_in1k | 224 | 19.965 | 80.035 | 36.316 | 63.684 | 138.37 | 0.875 | bilinear | -53.391 | -55.184 | -30 |
1387 | resnet26.bt_in1k | 288 | 19.759 | 80.241 | 35.849 | 64.151 | 16.00 | 0.950 | bicubic | -56.613 | -57.327 | -108 |
1388 | resnet18.a3_in1k | 160 | 19.700 | 80.300 | 35.416 | 64.584 | 11.69 | 0.950 | bicubic | -45.964 | -50.862 | +34 |
1389 | repghostnet_080.in1k | 224 | 19.476 | 80.524 | 35.953 | 64.047 | 3.28 | 0.875 | bicubic | -52.760 | -54.539 | -11 |
1390 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 19.360 | 80.640 | 36.088 | 63.912 | 6.34 | 0.900 | bicubic | -52.460 | -54.726 | -7 |
1391 | mobileone_s0.apple_in1k | 224 | 19.301 | 80.699 | 35.336 | 64.664 | 5.29 | 0.875 | bilinear | -52.097 | -54.528 | -3 |
1392 | tinynet_c.in1k | 184 | 19.295 | 80.705 | 36.029 | 63.971 | 2.46 | 0.875 | bicubic | -51.941 | -53.719 | -3 |
1393 | edgenext_xx_small.in1k | 288 | 18.872 | 81.128 | 35.175 | 64.825 | 1.33 | 1.000 | bicubic | -53.014 | -55.359 | -11 |
1394 | edgenext_xx_small.in1k | 256 | 18.658 | 81.342 | 34.978 | 65.022 | 1.33 | 1.000 | bicubic | -52.350 | -54.882 | -2 |
1395 | efficientvit_b0.r224_in1k | 224 | 18.472 | 81.528 | 33.237 | 66.763 | 3.41 | 0.950 | bicubic | -52.928 | -56.197 | -8 |
1396 | resnet18.a3_in1k | 224 | 18.434 | 81.566 | 33.445 | 66.555 | 11.69 | 0.950 | bicubic | -49.812 | -54.713 | +15 |
1397 | mobilevit_xs.cvnets_in1k | 256 | 18.318 | 81.682 | 33.208 | 66.792 | 2.32 | 0.900 | bicubic | -56.314 | -59.140 | -63 |
1398 | lcnet_075.ra2_in1k | 224 | 18.114 | 81.886 | 34.363 | 65.637 | 2.36 | 0.875 | bicubic | -50.670 | -54.025 | +9 |
1399 | vgg19.tv_in1k | 224 | 17.931 | 82.069 | 33.066 | 66.934 | 143.67 | 0.875 | bilinear | -54.469 | -57.812 | -27 |
1400 | vgg13_bn.tv_in1k | 224 | 17.811 | 82.189 | 34.041 | 65.959 | 133.05 | 0.875 | bilinear | -53.779 | -56.337 | -14 |
1401 | resnet10t.c3_in1k | 176 | 17.631 | 82.370 | 33.648 | 66.352 | 5.44 | 0.950 | bicubic | -48.803 | -52.980 | +16 |
1402 | resnet14t.c3_in1k | 176 | 17.583 | 82.417 | 32.777 | 67.223 | 10.08 | 0.950 | bicubic | -53.471 | -56.909 | -11 |
1403 | vgg16.tv_in1k | 224 | 17.536 | 82.464 | 32.756 | 67.244 | 138.36 | 0.875 | bilinear | -54.064 | -57.642 | -18 |
1404 | regnety_002.pycls_in1k | 224 | 17.456 | 82.544 | 32.461 | 67.539 | 3.16 | 0.875 | bicubic | -52.838 | -57.073 | -6 |
1405 | vgg11_bn.tv_in1k | 224 | 17.397 | 82.603 | 32.952 | 67.048 | 132.87 | 0.875 | bilinear | -52.987 | -56.856 | -8 |
1406 | mobilevitv2_050.cvnets_in1k | 256 | 17.348 | 82.652 | 33.007 | 66.993 | 1.37 | 0.888 | bicubic | -52.804 | -56.923 | -6 |
1407 | repghostnet_058.in1k | 224 | 17.202 | 82.798 | 32.642 | 67.358 | 2.55 | 0.875 | bicubic | -51.732 | -55.744 | -2 |
1408 | regnetx_002.pycls_in1k | 224 | 16.972 | 83.028 | 32.247 | 67.753 | 2.68 | 0.875 | bicubic | -51.788 | -56.317 | 0 |
1409 | mobilenetv3_small_100.lamb_in1k | 224 | 16.843 | 83.157 | 32.534 | 67.466 | 2.54 | 0.875 | bicubic | -50.796 | -55.116 | +5 |
1410 | mobilenetv2_050.lamb_in1k | 224 | 16.723 | 83.277 | 31.895 | 68.105 | 1.97 | 0.875 | bicubic | -49.211 | -54.193 | +10 |
1411 | resnet10t.c3_in1k | 224 | 16.709 | 83.291 | 32.139 | 67.861 | 5.44 | 0.950 | bicubic | -51.637 | -55.883 | -1 |
1412 | tinynet_d.in1k | 152 | 16.683 | 83.317 | 32.467 | 67.533 | 2.34 | 0.875 | bicubic | -50.287 | -54.589 | +4 |
1413 | efficientvit_m0.r224_in1k | 224 | 16.660 | 83.340 | 31.942 | 68.058 | 2.35 | 0.875 | bicubic | -46.634 | -53.208 | +12 |
1414 | mnasnet_small.lamb_in1k | 224 | 16.628 | 83.372 | 31.889 | 68.111 | 2.03 | 0.875 | bicubic | -49.568 | -54.583 | +4 |
1415 | dla60x_c.in1k | 224 | 16.332 | 83.668 | 31.759 | 68.241 | 1.32 | 0.875 | bilinear | -51.596 | -56.675 | -2 |
1416 | tf_mobilenetv3_small_100.in1k | 224 | 16.253 | 83.747 | 31.136 | 68.864 | 2.54 | 0.875 | bilinear | -51.679 | -56.550 | -4 |
1417 | vgg13.tv_in1k | 224 | 16.127 | 83.873 | 30.991 | 69.009 | 133.05 | 0.875 | bilinear | -53.813 | -58.265 | -15 |
1418 | resnet14t.c3_in1k | 224 | 15.999 | 84.001 | 30.040 | 69.960 | 10.08 | 0.950 | bicubic | -56.243 | -60.278 | -41 |
1419 | vgg11.tv_in1k | 224 | 15.715 | 84.285 | 30.464 | 69.536 | 132.86 | 0.875 | bilinear | -53.333 | -58.168 | -15 |
1420 | repghostnet_050.in1k | 224 | 15.601 | 84.399 | 30.221 | 69.779 | 2.31 | 0.875 | bicubic | -51.379 | -56.719 | -5 |
1421 | mobilenetv3_small_075.lamb_in1k | 224 | 14.989 | 85.010 | 29.745 | 70.255 | 2.04 | 0.875 | bicubic | -50.283 | -55.725 | +2 |
1422 | tf_mobilenetv3_small_075.in1k | 224 | 14.972 | 85.028 | 29.647 | 70.353 | 2.04 | 0.875 | bilinear | -50.752 | -56.487 | -1 |
1423 | dla46_c.in1k | 224 | 14.744 | 85.256 | 29.354 | 70.646 | 1.30 | 0.875 | bilinear | -50.136 | -56.976 | +1 |
1424 | mobilevit_xxs.cvnets_in1k | 256 | 14.555 | 85.445 | 28.737 | 71.263 | 1.27 | 0.900 | bicubic | -54.375 | -60.205 | -18 |
1425 | dla46x_c.in1k | 224 | 14.402 | 85.598 | 29.236 | 70.764 | 1.07 | 0.875 | bilinear | -51.606 | -57.710 | -6 |
1426 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 14.249 | 85.751 | 28.670 | 71.330 | 2.04 | 0.875 | bilinear | -48.645 | -55.612 | +1 |
1427 | lcnet_050.ra2_in1k | 224 | 14.237 | 85.763 | 28.531 | 71.469 | 1.88 | 0.875 | bicubic | -48.893 | -55.869 | -1 |
1428 | tinynet_e.in1k | 106 | 12.743 | 87.257 | 26.495 | 73.505 | 2.04 | 0.875 | bicubic | -47.127 | -55.291 | 0 |
1429 | mobilenetv3_small_050.lamb_in1k | 224 | 11.002 | 88.998 | 23.416 | 76.584 | 1.59 | 0.875 | bicubic | -46.922 | -56.726 | 0 |
1430 | test_byobnet.r160_in1k | 160 | 7.469 | 92.531 | 17.554 | 82.446 | 0.46 | 0.875 | bicubic | -37.927 | -53.050 | +1 |
1431 | test_efficientnet.r160_in1k | 160 | 7.206 | 92.794 | 16.758 | 83.242 | 0.36 | 0.875 | bicubic | -39.218 | -54.200 | -1 |
1432 | test_vit.r160_in1k | 160 | 4.814 | 95.186 | 11.802 | 88.198 | 0.37 | 0.875 | bicubic | -36.018 | -55.404 | 0 |