136 KiB
136 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 91.152 | 8.848 | 98.721 | 1.279 | 305.08 | 1.000 | bicubic | +1.098 | -0.335 | 0 |
3 | eva_giant_patch14_336.clip_ft_in1k | 336 | 91.078 | 8.922 | 98.604 | 1.396 | 1,013.01 | 1.000 | bicubic | +1.616 | -0.224 | +5 |
4 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 91.048 | 8.952 | 98.685 | 1.315 | 305.08 | 1.000 | bicubic | +1.082 | -0.331 | -1 |
5 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 90.956 | 9.044 | 98.676 | 1.324 | 1,014.45 | 1.000 | bicubic | +1.160 | -0.314 | -1 |
6 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 90.930 | 9.070 | 98.678 | 1.322 | 305.08 | 1.000 | bicubic | +1.298 | -0.276 | -1 |
7 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 90.920 | 9.080 | 98.819 | 1.181 | 87.12 | 1.000 | bicubic | +2.238 | +0.091 | +6 |
8 | eva_large_patch14_336.in22k_ft_in1k | 336 | 90.915 | 9.085 | 98.789 | 1.211 | 304.53 | 1.000 | bicubic | +2.225 | +0.079 | +4 |
9 | eva_giant_patch14_224.clip_ft_in1k | 224 | 90.903 | 9.098 | 98.680 | 1.319 | 1,012.56 | 0.900 | bicubic | +2.017 | +0.000 | +1 |
10 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 90.894 | 9.106 | 98.661 | 1.339 | 1,013.01 | 1.000 | bicubic | +1.324 | -0.293 | -4 |
11 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 90.888 | 9.113 | 98.648 | 1.351 | 305.08 | 1.000 | bicubic | +1.334 | -0.276 | -4 |
12 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 90.875 | 9.125 | 98.723 | 1.277 | 304.53 | 1.000 | bicubic | +1.625 | -0.129 | -3 |
13 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 90.804 | 9.196 | 98.862 | 1.138 | 98.75 | 1.000 | bicubic | +2.738 | +0.272 | +22 |
14 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 90.787 | 9.213 | 98.738 | 1.262 | 87.12 | 1.000 | bicubic | +2.521 | +0.168 | +12 |
15 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 90.715 | 9.285 | 98.770 | 1.230 | 305.67 | 1.000 | bicubic | +2.137 | +0.110 | +3 |
16 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 384 | 90.702 | 9.298 | 98.821 | 1.179 | 200.13 | 1.000 | bicubic | +2.368 | +0.247 | +7 |
17 | regnety_1280.swag_ft_in1k | 384 | 90.676 | 9.324 | 98.817 | 1.183 | 644.81 | 1.000 | bicubic | +2.452 | +0.119 | +13 |
18 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 256 | 90.668 | 9.332 | 98.806 | 1.194 | 846.47 | 1.000 | bicubic | +2.046 | +0.088 | -2 |
19 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 384 | 90.668 | 9.332 | 98.762 | 1.238 | 200.13 | 1.000 | bicubic | +2.778 | +0.314 | +22 |
20 | volo_d5_512.sail_in1k | 512 | 90.627 | 9.373 | 98.702 | 1.298 | 296.09 | 1.150 | bicubic | +3.561 | +0.728 | +51 |
21 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 90.599 | 9.401 | 98.772 | 1.228 | 305.00 | 1.000 | bicubic | +2.217 | +0.164 | 0 |
22 | volo_d5_448.sail_in1k | 448 | 90.587 | 9.414 | 98.689 | 1.311 | 295.91 | 1.150 | bicubic | +3.609 | +0.761 | +55 |
23 | tf_efficientnet_l2.ns_jft_in1k | 800 | 90.574 | 9.426 | 98.777 | 1.223 | 480.31 | 0.960 | bicubic | +2.212 | +0.121 | -1 |
24 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 90.569 | 9.431 | 98.621 | 1.379 | 116.14 | 1.000 | bicubic | +2.757 | +0.253 | +20 |
25 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 90.567 | 9.433 | 98.702 | 1.298 | 119.88 | 1.000 | bicubic | +2.355 | +0.164 | +6 |
26 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 90.561 | 9.439 | 98.695 | 1.304 | 304.14 | 1.000 | bicubic | +1.965 | +0.033 | -9 |
27 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 320 | 90.557 | 9.443 | 98.800 | 1.200 | 200.13 | 1.000 | bicubic | +2.587 | +0.326 | +10 |
28 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 90.542 | 9.458 | 98.683 | 1.317 | 304.53 | 1.000 | bicubic | +2.278 | +0.155 | -1 |
29 | convnext_xlarge.fb_in22k_ft_in1k_384 | 384 | 90.537 | 9.463 | 98.770 | 1.230 | 350.20 | 1.000 | bicubic | +2.771 | +0.216 | +16 |
30 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 90.527 | 9.473 | 98.708 | 1.292 | 480.31 | 0.936 | bicubic | +2.277 | +0.152 | -2 |
31 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 90.527 | 9.473 | 98.704 | 1.296 | 660.29 | 1.000 | bicubic | +1.667 | -0.036 | -20 |
32 | eva_large_patch14_196.in22k_ft_in1k | 196 | 90.522 | 9.477 | 98.775 | 1.226 | 304.14 | 1.000 | bicubic | +2.566 | +0.294 | +6 |
33 | volo_d4_448.sail_in1k | 448 | 90.512 | 9.488 | 98.595 | 1.405 | 193.41 | 1.150 | bicubic | +3.722 | +0.715 | +56 |
34 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 90.501 | 9.499 | 98.634 | 1.366 | 632.46 | 1.000 | bicubic | +1.873 | -0.036 | -19 |
35 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 90.501 | 9.499 | 98.595 | 1.405 | 475.77 | 1.000 | bicubic | +1.961 | -0.057 | -16 |
36 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 90.488 | 9.512 | 98.775 | 1.226 | 99.88 | 1.000 | bicubic | +2.886 | +0.343 | +13 |
37 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 90.475 | 9.524 | 98.687 | 1.313 | 660.29 | 1.000 | bicubic | +1.813 | -0.047 | -24 |
38 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 90.475 | 9.524 | 98.668 | 1.332 | 56.20 | 1.000 | bicubic | +3.004 | +0.360 | +17 |
39 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 90.444 | 9.556 | 98.749 | 1.251 | 87.92 | 1.000 | bicubic | +3.303 | +0.521 | +29 |
40 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 90.444 | 9.556 | 98.642 | 1.358 | 632.05 | 1.000 | bicubic | +2.165 | +0.090 | -15 |
41 | caformer_b36.sail_in22k_ft_in1k | 224 | 90.437 | 9.563 | 98.760 | 1.240 | 98.75 | 1.000 | bicubic | +2.997 | +0.428 | +14 |
42 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 90.437 | 9.563 | 98.747 | 1.253 | 116.09 | 1.000 | bicubic | +2.959 | +0.373 | +11 |
43 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 90.435 | 9.565 | 98.642 | 1.358 | 304.53 | 1.000 | bicubic | +2.243 | +0.072 | -11 |
44 | vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 90.428 | 9.572 | 98.689 | 1.311 | 64.27 | 1.000 | bicubic | +2.992 | +0.431 | +13 |
45 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 90.407 | 9.593 | 98.738 | 1.262 | 86.74 | 1.000 | bicubic | +3.591 | +0.602 | +42 |
46 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 90.392 | 9.608 | 98.648 | 1.351 | 73.88 | 1.000 | bicubic | +2.990 | +0.340 | +13 |
47 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 90.382 | 9.618 | 98.642 | 1.358 | 212.33 | 1.000 | bicubic | +2.145 | +0.034 | -18 |
48 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 90.375 | 9.625 | 98.666 | 1.334 | 88.72 | 1.000 | bicubic | +2.737 | +0.250 | -1 |
49 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 90.369 | 9.631 | 98.582 | 1.418 | 475.32 | 1.000 | bicubic | +2.065 | +0.042 | -25 |
50 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 90.362 | 9.638 | 98.683 | 1.317 | 119.65 | 1.000 | bicubic | +2.434 | +0.145 | -12 |
51 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 90.362 | 9.638 | 98.582 | 1.418 | 304.43 | 0.950 | bicubic | +1.956 | -0.020 | -30 |
52 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 90.358 | 9.642 | 98.770 | 1.230 | 88.59 | 1.000 | bicubic | +3.208 | +0.542 | +15 |
53 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 90.354 | 9.646 | 98.740 | 1.260 | 149.39 | 1.000 | bicubic | +3.046 | +0.406 | +9 |
54 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 90.352 | 9.648 | 98.646 | 1.354 | 197.96 | 1.000 | bicubic | +2.174 | +0.128 | -21 |
55 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 90.345 | 9.655 | 98.661 | 1.339 | 304.20 | 1.000 | bicubic | +2.183 | +0.121 | -22 |
56 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 90.345 | 9.655 | 98.648 | 1.351 | 200.13 | 1.000 | bicubic | +3.009 | +0.427 | +6 |
57 | convnext_base.fb_in22k_ft_in1k_384 | 384 | 90.343 | 9.657 | 98.796 | 1.204 | 88.59 | 1.000 | bicubic | +3.517 | +0.552 | +29 |
58 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 90.337 | 9.663 | 98.597 | 1.403 | 304.53 | 1.000 | bicubic | +2.471 | +0.243 | -16 |
59 | maxvit_large_tf_384.in21k_ft_in1k | 384 | 90.320 | 9.680 | 98.674 | 1.326 | 212.03 | 1.000 | bicubic | +2.324 | +0.106 | -23 |
60 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 90.317 | 9.682 | 98.670 | 1.330 | 304.20 | 1.000 | bicubic | +2.419 | +0.262 | -20 |
61 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 90.315 | 9.685 | 98.806 | 1.194 | 39.30 | 1.000 | bicubic | +3.451 | +0.585 | +21 |
62 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 90.313 | 9.687 | 98.646 | 1.354 | 304.20 | 1.000 | bicubic | +2.453 | +0.216 | -19 |
63 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 90.307 | 9.693 | 98.666 | 1.334 | 197.77 | 1.000 | bicubic | +2.851 | +0.286 | -8 |
64 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 90.251 | 9.749 | 98.657 | 1.343 | 57.05 | 1.000 | bicubic | +3.383 | +0.531 | +17 |
65 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 90.249 | 9.751 | 98.627 | 1.373 | 304.76 | 1.000 | bicubic | +2.515 | +0.119 | -19 |
66 | convformer_b36.sail_in22k_ft_in1k | 224 | 90.247 | 9.753 | 98.704 | 1.296 | 99.88 | 1.000 | bicubic | +3.263 | +0.546 | +10 |
67 | regnety_320.swag_ft_in1k | 384 | 90.245 | 9.755 | 98.768 | 1.232 | 145.05 | 1.000 | bicubic | +3.385 | +0.412 | +16 |
68 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 90.243 | 9.757 | 98.781 | 1.219 | 93.59 | 1.000 | bicubic | +3.521 | +0.599 | +25 |
69 | convnextv2_huge.fcmae_ft_in1k | 288 | 90.236 | 9.764 | 98.550 | 1.450 | 660.29 | 1.000 | bicubic | +3.618 | +0.582 | +27 |
70 | dm_nfnet_f6.dm_in1k | 576 | 90.228 | 9.772 | 98.629 | 1.371 | 438.36 | 0.956 | bicubic | +3.856 | +0.737 | +50 |
71 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 90.219 | 9.781 | 98.781 | 1.219 | 57.87 | 1.000 | bicubic | +3.677 | +0.649 | +31 |
72 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 90.219 | 9.781 | 98.653 | 1.347 | 304.72 | 1.000 | bicubic | +3.125 | +0.347 | -1 |
73 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 90.213 | 9.787 | 98.636 | 1.364 | 632.13 | 1.000 | bicubic | +3.033 | +0.372 | -7 |
74 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 90.211 | 9.789 | 98.721 | 1.279 | 118.52 | 1.000 | bicubic | +3.409 | +0.585 | +14 |
75 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 90.207 | 9.793 | 98.651 | 1.349 | 86.86 | 0.950 | bicubic | +3.178 | +0.457 | -3 |
76 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 90.198 | 9.802 | 98.698 | 1.302 | 86.86 | 1.000 | bicubic | +3.560 | +0.690 | +19 |
77 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 384 | 90.192 | 9.809 | 98.610 | 1.390 | 196.74 | 1.000 | bicubic | +2.718 | +0.346 | -24 |
78 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 90.185 | 9.815 | 98.815 | 1.185 | 44.82 | 1.000 | bicubic | +3.821 | +0.775 | +42 |
79 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 90.185 | 9.815 | 98.555 | 1.445 | 632.05 | 1.000 | bicubic | +2.561 | +0.327 | -30 |
80 | cait_m48_448.fb_dist_in1k | 448 | 90.181 | 9.819 | 98.482 | 1.518 | 356.46 | 1.000 | bicubic | +3.699 | +0.736 | +31 |
81 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 90.177 | 9.823 | 98.565 | 1.435 | 86.86 | 1.000 | bicubic | +2.965 | +0.537 | -16 |
82 | volo_d3_448.sail_in1k | 448 | 90.177 | 9.823 | 98.537 | 1.462 | 86.63 | 1.000 | bicubic | +3.665 | +0.828 | +26 |
83 | beit_large_patch16_224.in22k_ft_in22k_in1k | 224 | 90.159 | 9.841 | 98.728 | 1.272 | 304.43 | 0.900 | bicubic | +2.671 | +0.412 | -32 |
84 | tf_efficientnet_b7.ns_jft_in1k | 600 | 90.151 | 9.849 | 98.604 | 1.396 | 66.35 | 0.949 | bicubic | +3.299 | +0.524 | 0 |
85 | dm_nfnet_f6.dm_in1k | 448 | 90.117 | 9.883 | 98.572 | 1.428 | 438.36 | 0.956 | bicubic | +3.963 | +0.804 | +54 |
86 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 90.112 | 9.887 | 98.437 | 1.563 | 304.43 | 0.950 | bicubic | +2.698 | +0.221 | -28 |
87 | vit_large_patch14_clip_224.laion2b_ft_in1k | 224 | 90.110 | 9.890 | 98.559 | 1.441 | 304.20 | 1.000 | bicubic | +2.812 | +0.321 | -24 |
88 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 90.095 | 9.905 | 98.629 | 1.371 | 350.20 | 1.000 | bicubic | +2.721 | +0.299 | -28 |
89 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 384 | 90.068 | 9.932 | 98.713 | 1.287 | 87.90 | 1.000 | bicubic | +3.630 | +0.645 | +24 |
90 | caformer_b36.sail_in1k_384 | 384 | 90.068 | 9.932 | 98.501 | 1.499 | 98.75 | 1.000 | bicubic | +3.664 | +0.677 | +26 |
91 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 90.066 | 9.934 | 98.670 | 1.330 | 88.72 | 1.000 | bicubic | +3.067 | +0.506 | -18 |
92 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 384 | 90.066 | 9.934 | 98.663 | 1.337 | 196.74 | 1.000 | bicubic | +2.927 | +0.433 | -22 |
93 | cait_m36_384.fb_dist_in1k | 384 | 90.055 | 9.945 | 98.495 | 1.505 | 271.22 | 1.000 | bicubic | +3.991 | +0.763 | +54 |
94 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 90.046 | 9.954 | 98.627 | 1.373 | 40.01 | 1.000 | bicubic | +3.666 | +0.651 | +25 |
95 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 90.031 | 9.969 | 98.482 | 1.518 | 21.27 | 1.000 | bicubic | +3.579 | +0.598 | +18 |
96 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 90.027 | 9.973 | 98.691 | 1.309 | 93.59 | 1.000 | bicubic | +3.509 | +0.655 | +11 |
97 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 90.014 | 9.986 | 98.663 | 1.337 | 54.14 | 1.000 | bicubic | +4.000 | +0.707 | +57 |
98 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 90.008 | 9.992 | 98.683 | 1.317 | 75.26 | 1.000 | bicubic | +3.710 | +0.595 | +26 |
99 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 90.006 | 9.994 | 98.636 | 1.364 | 197.96 | 1.000 | bicubic | +2.512 | +0.276 | -49 |
100 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 90.004 | 9.996 | 98.702 | 1.298 | 93.59 | 0.950 | bicubic | +3.468 | +0.608 | +5 |
101 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 90.004 | 9.996 | 98.661 | 1.339 | 304.37 | 1.000 | bicubic | +3.018 | +0.421 | -26 |
102 | vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 89.997 | 10.003 | 98.602 | 1.399 | 64.11 | 0.950 | bicubic | +3.393 | +0.665 | -4 |
103 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 384 | 89.997 | 10.003 | 98.548 | 1.452 | 88.59 | 1.000 | bicubic | +3.509 | +0.586 | +8 |
104 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 89.987 | 10.014 | 98.546 | 1.454 | 197.96 | 0.875 | bicubic | +2.723 | +0.302 | -40 |
105 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 89.980 | 10.020 | 98.360 | 1.640 | 672.78 | 0.900 | bicubic | +3.146 | +0.350 | -20 |
106 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 89.976 | 10.024 | 98.578 | 1.422 | 350.20 | 0.875 | bicubic | +3.006 | +0.374 | -28 |
107 | maxvit_base_tf_512.in1k | 512 | 89.972 | 10.028 | 98.446 | 1.554 | 119.88 | 1.000 | bicubic | +3.374 | +0.520 | -6 |
108 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 89.967 | 10.033 | 98.678 | 1.322 | 86.86 | 1.000 | bicubic | +3.961 | +0.678 | +48 |
109 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 89.961 | 10.039 | 98.723 | 1.277 | 31.76 | 1.000 | bicubic | +4.005 | +0.823 | +50 |
110 | convnextv2_large.fcmae_ft_in1k | 288 | 89.961 | 10.039 | 98.548 | 1.452 | 197.96 | 1.000 | bicubic | +3.835 | +0.730 | +32 |
111 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 89.950 | 10.050 | 98.427 | 1.573 | 116.14 | 0.950 | bicubic | +3.042 | +0.422 | -31 |
112 | caformer_m36.sail_in1k_384 | 384 | 89.944 | 10.056 | 98.444 | 1.556 | 56.20 | 1.000 | bicubic | +3.784 | +0.627 | +26 |
113 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 89.927 | 10.073 | 98.691 | 1.309 | 50.22 | 1.000 | bicubic | +4.173 | +0.809 | +68 |
114 | regnety_160.swag_ft_in1k | 384 | 89.925 | 10.075 | 98.638 | 1.362 | 83.59 | 1.000 | bicubic | +3.907 | +0.588 | +39 |
115 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 89.920 | 10.080 | 98.505 | 1.494 | 196.74 | 0.900 | bicubic | +2.986 | +0.401 | -36 |
116 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 89.899 | 10.101 | 98.657 | 1.343 | 87.92 | 0.900 | bicubic | +3.623 | +0.749 | +9 |
117 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 89.899 | 10.101 | 98.574 | 1.426 | 30.39 | 1.000 | bicubic | +4.007 | +0.832 | +47 |
118 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 89.897 | 10.103 | 98.597 | 1.403 | 86.88 | 1.000 | bicubic | +3.153 | +0.487 | -26 |
119 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 89.897 | 10.103 | 98.377 | 1.623 | 188.93 | 1.000 | bicubic | +3.871 | +0.687 | +33 |
120 | convnext_large.fb_in22k_ft_in1k | 288 | 89.891 | 10.110 | 98.608 | 1.392 | 197.77 | 1.000 | bicubic | +2.877 | +0.396 | -47 |
121 | hgnet_base.ssld_in1k | 288 | 89.888 | 10.112 | 98.544 | 1.456 | 71.58 | 1.000 | bicubic | +4.416 | +0.910 | +83 |
122 | convnextv2_huge.fcmae_ft_in1k | 224 | 89.880 | 10.120 | 98.412 | 1.589 | 660.29 | 0.875 | bicubic | +3.620 | +0.660 | +5 |
123 | convnext_base.fb_in22k_ft_in1k | 288 | 89.873 | 10.127 | 98.698 | 1.302 | 88.59 | 1.000 | bicubic | +3.575 | +0.758 | -1 |
124 | volo_d5_224.sail_in1k | 224 | 89.873 | 10.127 | 98.493 | 1.507 | 295.46 | 0.960 | bicubic | +3.795 | +0.915 | +23 |
125 | caformer_m36.sail_in22k_ft_in1k | 224 | 89.863 | 10.137 | 98.580 | 1.420 | 56.20 | 1.000 | bicubic | +3.255 | +0.542 | -27 |
126 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 89.856 | 10.144 | 98.627 | 1.373 | 75.26 | 1.000 | bicubic | +3.472 | +0.689 | -8 |
127 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 89.854 | 10.146 | 98.503 | 1.497 | 21.23 | 1.000 | bicubic | +3.760 | +0.791 | +18 |
128 | vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 89.852 | 10.148 | 98.484 | 1.516 | 60.60 | 1.000 | bicubic | +3.250 | +0.462 | -28 |
129 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 89.837 | 10.163 | 98.544 | 1.456 | 88.72 | 0.875 | bicubic | +3.085 | +0.524 | -39 |
130 | efficientvit_l2.r384_in1k | 384 | 89.835 | 10.165 | 98.185 | 1.815 | 63.71 | 1.000 | bicubic | +3.853 | +0.671 | +27 |
131 | convnext_large.fb_in22k_ft_in1k | 224 | 89.831 | 10.169 | 98.512 | 1.488 | 197.77 | 0.875 | bicubic | +3.219 | +0.476 | -35 |
132 | cait_s36_384.fb_dist_in1k | 384 | 89.831 | 10.169 | 98.431 | 1.569 | 68.37 | 1.000 | bicubic | +4.373 | +0.951 | +74 |
133 | convformer_m36.sail_in22k_ft_in1k | 224 | 89.826 | 10.174 | 98.561 | 1.439 | 57.05 | 1.000 | bicubic | +3.674 | +0.709 | +7 |
134 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 89.822 | 10.178 | 98.531 | 1.469 | 73.87 | 0.950 | bicubic | +3.242 | +0.635 | -32 |
135 | maxvit_large_tf_512.in1k | 512 | 89.809 | 10.191 | 98.347 | 1.653 | 212.33 | 1.000 | bicubic | +3.275 | +0.468 | -29 |
136 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 89.807 | 10.193 | 98.661 | 1.339 | 88.59 | 1.000 | bicubic | +3.421 | +0.685 | -20 |
137 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 89.807 | 10.193 | 98.365 | 1.635 | 84.32 | 1.000 | bicubic | +3.965 | +0.763 | +32 |
138 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 89.799 | 10.201 | 98.599 | 1.401 | 75.26 | 0.965 | bicubic | +3.747 | +0.793 | +11 |
139 | volo_d4_224.sail_in1k | 224 | 89.799 | 10.201 | 98.422 | 1.578 | 192.96 | 0.960 | bicubic | +3.927 | +0.966 | +25 |
140 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 224 | 89.790 | 10.210 | 98.646 | 1.354 | 196.53 | 0.900 | bicubic | +3.460 | +0.764 | -18 |
141 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 89.788 | 10.212 | 98.516 | 1.484 | 64.11 | 0.950 | bicubic | +3.580 | +0.634 | -8 |
142 | volo_d2_384.sail_in1k | 384 | 89.786 | 10.214 | 98.405 | 1.595 | 58.87 | 1.000 | bicubic | +3.728 | +0.821 | +6 |
143 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 89.784 | 10.216 | 98.514 | 1.486 | 329.09 | 1.000 | bicubic | +3.600 | +0.840 | -7 |
144 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 89.782 | 10.218 | 98.294 | 1.706 | 208.12 | 1.000 | bicubic | +3.034 | +0.280 | -53 |
145 | tf_efficientnet_b6.ns_jft_in1k | 528 | 89.779 | 10.221 | 98.512 | 1.488 | 43.04 | 0.942 | bicubic | +3.303 | +0.644 | -33 |
146 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 89.777 | 10.223 | 98.473 | 1.527 | 73.88 | 0.950 | bicubic | +3.237 | +0.577 | -42 |
147 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 224 | 89.758 | 10.242 | 98.593 | 1.407 | 86.53 | 0.900 | bicubic | +3.264 | +0.537 | -38 |
148 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 89.754 | 10.246 | 98.420 | 1.580 | 47.63 | 1.000 | bicubic | +4.172 | +0.848 | +45 |
149 | dm_nfnet_f4.dm_in1k | 512 | 89.745 | 10.255 | 98.403 | 1.597 | 316.07 | 0.951 | bicubic | +3.885 | +0.751 | +16 |
150 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 89.743 | 10.257 | 98.484 | 1.516 | 116.09 | 0.950 | bicubic | +3.105 | +0.470 | -56 |
151 | caformer_s36.sail_in22k_ft_in1k | 224 | 89.741 | 10.259 | 98.655 | 1.345 | 39.30 | 1.000 | bicubic | +3.953 | +0.827 | +24 |
152 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 89.739 | 10.261 | 98.580 | 1.420 | 26.34 | 1.000 | bicubic | +4.315 | +0.998 | +58 |
153 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 89.733 | 10.268 | 98.514 | 1.486 | 86.58 | 0.900 | bicubic | +3.505 | +0.674 | -23 |
154 | regnety_160.lion_in12k_ft_in1k | 288 | 89.726 | 10.274 | 98.608 | 1.392 | 83.59 | 1.000 | bicubic | +3.716 | +0.762 | 0 |
155 | dm_nfnet_f5.dm_in1k | 544 | 89.726 | 10.274 | 98.431 | 1.569 | 377.21 | 0.954 | bicubic | +3.626 | +0.745 | -10 |
156 | efficientvit_l3.r384_in1k | 384 | 89.722 | 10.278 | 98.014 | 1.986 | 246.04 | 1.000 | bicubic | +3.324 | +0.380 | -40 |
157 | convformer_m36.sail_in1k_384 | 384 | 89.720 | 10.280 | 98.444 | 1.556 | 57.05 | 1.000 | bicubic | +4.140 | +0.895 | +37 |
158 | volo_d1_384.sail_in1k | 384 | 89.711 | 10.289 | 98.294 | 1.706 | 26.78 | 1.000 | bicubic | +4.445 | +1.076 | +66 |
159 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 89.696 | 10.304 | 98.518 | 1.482 | 86.86 | 1.000 | bicubic | +3.478 | +0.632 | -28 |
160 | caformer_s36.sail_in1k_384 | 384 | 89.694 | 10.306 | 98.318 | 1.682 | 39.30 | 1.000 | bicubic | +3.938 | +0.650 | +20 |
161 | deit3_large_patch16_384.fb_in1k | 384 | 89.690 | 10.310 | 98.399 | 1.601 | 304.76 | 1.000 | bicubic | +3.872 | +0.797 | +10 |
162 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 89.686 | 10.315 | 98.557 | 1.443 | 75.26 | 0.965 | bicubic | +3.480 | +0.747 | -28 |
163 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 89.677 | 10.323 | 98.476 | 1.524 | 88.59 | 1.000 | bicubic | +3.493 | +0.548 | -27 |
164 | convformer_b36.sail_in1k_384 | 384 | 89.677 | 10.323 | 98.384 | 1.616 | 99.88 | 1.000 | bicubic | +3.899 | +0.864 | +13 |
165 | convnext_base.fb_in22k_ft_in1k | 224 | 89.675 | 10.325 | 98.542 | 1.458 | 88.59 | 0.875 | bicubic | +3.859 | +0.688 | +7 |
166 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 89.675 | 10.325 | 98.407 | 1.593 | 189.10 | 1.000 | bicubic | +3.899 | +0.879 | +11 |
167 | tf_efficientnet_b5.ns_jft_in1k | 456 | 89.666 | 10.334 | 98.488 | 1.512 | 30.39 | 0.934 | bicubic | +3.564 | +0.738 | -24 |
168 | nextvit_large.bd_ssld_6m_in1k | 224 | 89.660 | 10.340 | 98.634 | 1.366 | 57.87 | 0.950 | bicubic | +4.136 | +0.958 | +31 |
169 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 89.658 | 10.342 | 98.497 | 1.503 | 39.57 | 1.000 | bicubic | +4.508 | +0.897 | +70 |
170 | regnety_2560.seer_ft_in1k | 384 | 89.628 | 10.372 | 98.403 | 1.597 | 1,282.60 | 1.000 | bicubic | +4.482 | +0.959 | +70 |
171 | dm_nfnet_f3.dm_in1k | 416 | 89.624 | 10.376 | 98.461 | 1.539 | 254.92 | 0.940 | bicubic | +3.952 | +0.883 | +14 |
172 | convnext_small.in12k_ft_in1k_384 | 384 | 89.621 | 10.379 | 98.450 | 1.550 | 50.22 | 1.000 | bicubic | +3.435 | +0.530 | -37 |
173 | regnety_160.sw_in12k_ft_in1k | 288 | 89.604 | 10.396 | 98.563 | 1.437 | 83.59 | 1.000 | bicubic | +3.572 | +0.733 | -23 |
174 | maxvit_base_tf_384.in1k | 384 | 89.604 | 10.396 | 98.320 | 1.680 | 119.65 | 1.000 | bicubic | +3.310 | +0.516 | -48 |
175 | volo_d3_224.sail_in1k | 224 | 89.592 | 10.408 | 98.369 | 1.631 | 86.33 | 0.960 | bicubic | +4.150 | +1.093 | +32 |
176 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 89.587 | 10.413 | 98.503 | 1.497 | 118.52 | 1.000 | bicubic | +3.755 | +0.733 | -6 |
177 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 89.585 | 10.415 | 98.535 | 1.465 | 26.77 | 1.000 | bicubic | +4.559 | +0.955 | +80 |
178 | tf_efficientnet_b8.ap_in1k | 672 | 89.583 | 10.417 | 98.300 | 1.700 | 87.41 | 0.954 | bicubic | +4.217 | +1.002 | +39 |
179 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 89.579 | 10.421 | 98.486 | 1.514 | 93.59 | 0.875 | bicubic | +3.623 | +0.662 | -18 |
180 | maxvit_large_tf_384.in1k | 384 | 89.575 | 10.425 | 98.189 | 1.810 | 212.03 | 1.000 | bicubic | +3.338 | +0.499 | -52 |
181 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 89.570 | 10.430 | 98.420 | 1.580 | 86.57 | 0.950 | bicubic | +3.360 | +0.664 | -49 |
182 | maxvit_tiny_tf_512.in1k | 512 | 89.562 | 10.438 | 98.335 | 1.665 | 31.05 | 1.000 | bicubic | +3.902 | +0.743 | +4 |
183 | efficientvit_l2.r288_in1k | 288 | 89.559 | 10.441 | 98.072 | 1.928 | 63.71 | 1.000 | bicubic | +3.945 | +0.712 | +6 |
184 | tf_efficientnetv2_l.in1k | 480 | 89.553 | 10.447 | 98.339 | 1.661 | 118.52 | 1.000 | bicubic | +3.893 | +0.867 | +3 |
185 | flexivit_large.1200ep_in1k | 240 | 89.547 | 10.453 | 98.397 | 1.603 | 304.36 | 0.950 | bicubic | +3.903 | +0.851 | +1 |
186 | convnextv2_large.fcmae_ft_in1k | 224 | 89.547 | 10.453 | 98.294 | 1.706 | 197.96 | 0.875 | bicubic | +3.785 | +0.708 | -8 |
187 | efficientvit_l3.r320_in1k | 320 | 89.547 | 10.453 | 97.859 | 2.142 | 246.04 | 1.000 | bicubic | +3.317 | +0.403 | -56 |
188 | hiera_large_224.mae_in1k_ft_in1k | 224 | 89.545 | 10.455 | 98.228 | 1.772 | 213.74 | 0.900 | bicubic | +3.501 | +0.580 | -38 |
189 | dm_nfnet_f4.dm_in1k | 384 | 89.536 | 10.464 | 98.275 | 1.725 | 316.07 | 0.951 | bicubic | +4.040 | +0.785 | +12 |
190 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 89.519 | 10.481 | 98.296 | 1.704 | 26.21 | 1.000 | bicubic | +4.447 | +1.034 | +62 |
191 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 89.517 | 10.483 | 98.219 | 1.781 | 188.93 | 1.000 | bicubic | +4.115 | +0.801 | +23 |
192 | convformer_s36.sail_in22k_ft_in1k | 224 | 89.513 | 10.487 | 98.467 | 1.533 | 40.01 | 1.000 | bicubic | +4.089 | +0.993 | +19 |
193 | cait_s24_384.fb_dist_in1k | 384 | 89.510 | 10.490 | 98.362 | 1.638 | 47.06 | 1.000 | bicubic | +4.468 | +1.012 | +61 |
194 | hgnet_base.ssld_in1k | 224 | 89.506 | 10.494 | 98.427 | 1.573 | 71.58 | 0.965 | bicubic | +4.594 | +1.087 | +77 |
195 | flexivit_large.600ep_in1k | 240 | 89.506 | 10.494 | 98.388 | 1.612 | 304.36 | 0.950 | bicubic | +3.976 | +0.894 | +3 |
196 | nextvit_base.bd_ssld_6m_in1k | 224 | 89.504 | 10.496 | 98.591 | 1.409 | 44.82 | 0.950 | bicubic | +4.322 | +0.997 | +38 |
197 | regnety_160.lion_in12k_ft_in1k | 224 | 89.502 | 10.498 | 98.427 | 1.573 | 83.59 | 0.950 | bicubic | +3.900 | +0.758 | -7 |
198 | efficientvit_l3.r256_in1k | 256 | 89.498 | 10.502 | 97.910 | 2.090 | 246.04 | 1.000 | bicubic | +3.544 | +0.572 | -36 |
199 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 89.496 | 10.505 | 98.522 | 1.478 | 39.57 | 1.000 | bicubic | +4.572 | +1.008 | +70 |
200 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 89.493 | 10.507 | 98.484 | 1.516 | 28.64 | 1.000 | bicubic | +4.387 | +0.852 | +44 |
201 | convnext_tiny.in12k_ft_in1k_384 | 384 | 89.491 | 10.509 | 98.510 | 1.490 | 28.59 | 1.000 | bicubic | +4.337 | +0.876 | +37 |
202 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 89.487 | 10.513 | 98.347 | 1.653 | 186.27 | 1.000 | bicubic | +3.639 | +0.663 | -35 |
203 | convformer_s36.sail_in1k_384 | 384 | 89.478 | 10.522 | 98.367 | 1.633 | 40.01 | 1.000 | bicubic | +4.098 | +0.897 | +12 |
204 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 89.472 | 10.528 | 98.296 | 1.704 | 84.40 | 1.000 | bicubic | +4.038 | +0.888 | +4 |
205 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 89.470 | 10.530 | 98.403 | 1.597 | 88.34 | 1.000 | bicubic | +3.670 | +0.771 | -31 |
206 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 89.468 | 10.532 | 98.478 | 1.522 | 86.57 | 1.000 | bicubic | +3.974 | +0.906 | -4 |
207 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 89.466 | 10.534 | 98.555 | 1.445 | 86.59 | 1.000 | bicubic | +3.738 | +0.947 | -25 |
208 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 89.455 | 10.545 | 98.480 | 1.520 | 86.58 | 0.900 | bicubic | +3.619 | +0.706 | -39 |
209 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 89.453 | 10.547 | 98.463 | 1.537 | 86.57 | 0.900 | bicubic | +4.343 | +0.925 | +34 |
210 | inception_next_base.sail_in1k_384 | 384 | 89.446 | 10.554 | 98.352 | 1.648 | 86.67 | 1.000 | bicubic | +4.246 | +0.928 | +22 |
211 | maxvit_small_tf_512.in1k | 512 | 89.442 | 10.558 | 98.360 | 1.640 | 69.13 | 1.000 | bicubic | +3.338 | +0.602 | -70 |
212 | dm_nfnet_f5.dm_in1k | 416 | 89.442 | 10.558 | 98.305 | 1.695 | 377.21 | 0.954 | bicubic | +3.726 | +0.753 | -27 |
213 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 89.434 | 10.566 | 98.403 | 1.597 | 86.57 | 0.950 | bicubic | +3.472 | +0.685 | -54 |
214 | convnextv2_base.fcmae_ft_in1k | 288 | 89.431 | 10.569 | 98.367 | 1.633 | 88.72 | 1.000 | bicubic | +3.941 | +0.987 | -11 |
215 | regnety_120.sw_in12k_ft_in1k | 288 | 89.429 | 10.571 | 98.525 | 1.475 | 51.82 | 1.000 | bicubic | +3.987 | +0.953 | -10 |
216 | deit_base_distilled_patch16_384.fb_in1k | 384 | 89.429 | 10.571 | 98.441 | 1.559 | 87.63 | 1.000 | bicubic | +4.001 | +1.113 | -8 |
217 | tf_efficientnet_b7.ap_in1k | 600 | 89.429 | 10.571 | 98.335 | 1.665 | 66.35 | 0.949 | bicubic | +4.297 | +1.079 | +27 |
218 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 89.425 | 10.575 | 98.520 | 1.480 | 86.53 | 0.900 | bicubic | +4.181 | +0.868 | +8 |
219 | efficientvit_l3.r224_in1k | 224 | 89.416 | 10.584 | 97.886 | 2.114 | 246.04 | 1.000 | bicubic | +3.605 | +0.676 | -46 |
220 | caformer_b36.sail_in1k | 224 | 89.406 | 10.594 | 98.224 | 1.776 | 98.75 | 1.000 | bicubic | +3.904 | +0.908 | -20 |
221 | efficientvit_l2.r256_in1k | 256 | 89.401 | 10.598 | 98.061 | 1.939 | 63.71 | 1.000 | bicubic | +4.034 | +0.805 | -5 |
222 | hrnet_w48_ssld.paddle_in1k | 288 | 89.399 | 10.601 | 98.386 | 1.614 | 77.47 | 1.000 | bilinear | +4.915 | +1.160 | +93 |
223 | regnety_160.sw_in12k_ft_in1k | 224 | 89.395 | 10.605 | 98.384 | 1.616 | 83.59 | 0.950 | bicubic | +3.801 | +0.716 | -31 |
224 | regnetz_e8.ra3_in1k | 320 | 89.380 | 10.620 | 98.459 | 1.542 | 57.70 | 1.000 | bicubic | +4.340 | +1.177 | +31 |
225 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 89.372 | 10.628 | 98.495 | 1.505 | 39.03 | 0.950 | bicubic | +3.818 | +0.855 | -29 |
226 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 89.372 | 10.628 | 98.390 | 1.610 | 22.21 | 1.000 | bicubic | +4.530 | +0.908 | +53 |
227 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 89.370 | 10.630 | 98.352 | 1.648 | 22.13 | 1.000 | bicubic | +3.609 | +0.742 | -48 |
228 | tf_efficientnet_b4.ns_jft_in1k | 380 | 89.363 | 10.637 | 98.375 | 1.625 | 19.34 | 0.922 | bicubic | +4.187 | +1.047 | +7 |
229 | tf_efficientnetv2_m.in1k | 480 | 89.350 | 10.650 | 98.324 | 1.676 | 54.14 | 1.000 | bicubic | +4.140 | +0.960 | +1 |
230 | caformer_s18.sail_in1k_384 | 384 | 89.348 | 10.652 | 98.294 | 1.706 | 26.34 | 1.000 | bicubic | +4.312 | +0.934 | +26 |
231 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 89.346 | 10.654 | 98.367 | 1.633 | 32.59 | 1.000 | bicubic | +4.566 | +1.025 | +54 |
232 | convnext_small.fb_in22k_ft_in1k | 288 | 89.344 | 10.656 | 98.358 | 1.642 | 50.22 | 1.000 | bicubic | +4.068 | +0.680 | -10 |
233 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 89.342 | 10.658 | 98.328 | 1.672 | 39.57 | 0.965 | bicubic | +4.532 | +1.028 | +49 |
234 | tf_efficientnet_b6.ap_in1k | 528 | 89.340 | 10.660 | 98.285 | 1.714 | 43.04 | 0.942 | bicubic | +4.548 | +1.151 | +50 |
235 | tf_efficientnet_b8.ra_in1k | 672 | 89.329 | 10.671 | 98.307 | 1.693 | 87.41 | 0.954 | bicubic | +3.973 | +0.919 | -17 |
236 | volo_d2_224.sail_in1k | 224 | 89.329 | 10.671 | 98.207 | 1.794 | 58.68 | 0.960 | bicubic | +4.127 | +1.020 | -5 |
237 | nextvit_small.bd_ssld_6m_in1k | 224 | 89.320 | 10.680 | 98.422 | 1.578 | 31.76 | 0.950 | bicubic | +4.464 | +1.042 | +41 |
238 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 89.314 | 10.686 | 98.392 | 1.608 | 304.33 | 0.900 | bicubic | +3.464 | +0.566 | -72 |
239 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 89.312 | 10.688 | 98.354 | 1.646 | 47.67 | 1.000 | bicubic | +4.210 | +0.972 | +7 |
240 | flexivit_large.300ep_in1k | 240 | 89.310 | 10.690 | 98.322 | 1.678 | 304.36 | 0.950 | bicubic | +4.028 | +0.918 | -19 |
241 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 89.299 | 10.701 | 98.196 | 1.804 | 84.32 | 1.000 | bicubic | +4.223 | +0.922 | +10 |
242 | nextvit_large.bd_in1k_384 | 384 | 89.297 | 10.703 | 98.307 | 1.693 | 57.87 | 1.000 | bicubic | +4.363 | +1.009 | +24 |
243 | nextvit_base.bd_in1k_384 | 384 | 89.290 | 10.710 | 98.313 | 1.687 | 44.82 | 1.000 | bicubic | +4.564 | +1.089 | +46 |
244 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 89.288 | 10.712 | 98.258 | 1.742 | 32.59 | 1.000 | bicubic | +4.298 | +0.974 | +16 |
245 | vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 89.282 | 10.718 | 98.311 | 1.689 | 60.40 | 0.950 | bicubic | +3.554 | +0.565 | -62 |
246 | dm_nfnet_f3.dm_in1k | 320 | 89.280 | 10.720 | 98.275 | 1.725 | 254.92 | 0.940 | bicubic | +4.184 | +0.889 | +2 |
247 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 89.271 | 10.729 | 98.249 | 1.751 | 86.53 | 0.900 | bicubic | +3.675 | +0.735 | -56 |
248 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 89.246 | 10.754 | 98.258 | 1.742 | 26.25 | 1.000 | bicubic | +4.510 | +1.122 | +40 |
249 | hgnet_small.ssld_in1k | 288 | 89.243 | 10.757 | 98.369 | 1.631 | 24.36 | 1.000 | bicubic | +4.865 | +1.239 | +91 |
250 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 89.224 | 10.776 | 98.236 | 1.764 | 47.63 | 1.000 | bicubic | +4.348 | +1.036 | +25 |
251 | deit3_huge_patch14_224.fb_in1k | 224 | 89.222 | 10.778 | 98.166 | 1.834 | 632.13 | 0.900 | bicubic | +4.000 | +0.800 | -22 |
252 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 89.218 | 10.782 | 98.356 | 1.644 | 88.30 | 1.000 | bicubic | +3.808 | +0.696 | -39 |
253 | coat_lite_medium_384.in1k | 384 | 89.214 | 10.786 | 98.226 | 1.774 | 44.57 | 1.000 | bicubic | +4.320 | +0.850 | +20 |
254 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 224 | 89.199 | 10.801 | 98.435 | 1.565 | 87.77 | 0.900 | bicubic | +3.929 | +0.867 | -31 |
255 | regnety_120.sw_in12k_ft_in1k | 224 | 89.177 | 10.823 | 98.343 | 1.657 | 51.82 | 0.950 | bicubic | +4.191 | +0.921 | +6 |
256 | dm_nfnet_f2.dm_in1k | 352 | 89.175 | 10.825 | 98.232 | 1.768 | 193.78 | 0.920 | bicubic | +3.999 | +0.744 | -20 |
257 | eca_nfnet_l2.ra3_in1k | 384 | 89.165 | 10.835 | 98.311 | 1.689 | 56.72 | 1.000 | bicubic | +4.459 | +1.055 | +35 |
258 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 89.160 | 10.840 | 98.392 | 1.608 | 54.14 | 1.000 | bicubic | +4.392 | +0.952 | +29 |
259 | cait_xs24_384.fb_dist_in1k | 384 | 89.160 | 10.840 | 98.283 | 1.717 | 26.67 | 1.000 | bicubic | +5.096 | +1.401 | +122 |
260 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 89.158 | 10.842 | 98.273 | 1.727 | 86.57 | 0.900 | bicubic | +3.872 | +0.833 | -40 |
261 | convnext_small.fb_in22k_ft_in1k | 224 | 89.150 | 10.850 | 98.322 | 1.678 | 50.22 | 0.875 | bicubic | +4.568 | +0.908 | +42 |
262 | maxvit_small_tf_384.in1k | 384 | 89.126 | 10.874 | 98.153 | 1.847 | 69.02 | 1.000 | bicubic | +3.592 | +0.695 | -65 |
263 | convformer_s18.sail_in1k_384 | 384 | 89.122 | 10.878 | 98.140 | 1.860 | 26.77 | 1.000 | bicubic | +4.728 | +1.028 | +74 |
264 | fastvit_ma36.apple_dist_in1k | 256 | 89.118 | 10.882 | 98.151 | 1.849 | 44.07 | 0.950 | bicubic | +4.512 | +1.145 | +36 |
265 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 89.115 | 10.885 | 98.185 | 1.815 | 468.53 | 0.875 | bilinear | +4.017 | +0.743 | -18 |
266 | maxvit_tiny_tf_384.in1k | 384 | 89.103 | 10.897 | 98.213 | 1.787 | 30.98 | 1.000 | bicubic | +4.001 | +0.895 | -21 |
267 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 89.098 | 10.902 | 98.239 | 1.761 | 21.20 | 0.950 | bicubic | +4.010 | +0.883 | -18 |
268 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 89.096 | 10.904 | 98.296 | 1.704 | 39.57 | 0.965 | bicubic | +4.640 | +1.468 | +52 |
269 | tf_efficientnet_b7.ra_in1k | 600 | 89.090 | 10.910 | 98.192 | 1.808 | 66.35 | 0.949 | bicubic | +4.160 | +0.992 | -1 |
270 | ecaresnet269d.ra2_in1k | 352 | 89.088 | 10.912 | 98.243 | 1.757 | 102.09 | 1.000 | bicubic | +4.116 | +1.019 | -8 |
271 | efficientvit_l2.r224_in1k | 224 | 89.079 | 10.921 | 98.034 | 1.966 | 63.71 | 1.000 | bicubic | +4.035 | +0.936 | -18 |
272 | tf_efficientnetv2_l.in1k | 384 | 89.077 | 10.923 | 98.234 | 1.766 | 118.52 | 1.000 | bicubic | +3.881 | +0.958 | -39 |
273 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 89.069 | 10.931 | 98.172 | 1.828 | 60.40 | 0.950 | bicubic | +3.644 | +0.460 | -61 |
274 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 89.060 | 10.940 | 98.283 | 1.717 | 88.30 | 0.950 | bicubic | +3.834 | +0.885 | -46 |
275 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 89.056 | 10.944 | 98.260 | 1.740 | 38.88 | 0.950 | bicubic | +4.112 | +0.872 | -12 |
276 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 89.053 | 10.947 | 98.066 | 1.934 | 189.10 | 1.000 | bicubic | +4.117 | +0.938 | -11 |
277 | regnety_1280.seer_ft_in1k | 384 | 89.049 | 10.951 | 98.151 | 1.849 | 644.81 | 1.000 | bicubic | +4.623 | +1.067 | +55 |
278 | convnext_small.in12k_ft_in1k | 288 | 89.026 | 10.974 | 98.230 | 1.770 | 50.22 | 1.000 | bicubic | +3.702 | +0.676 | -59 |
279 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 89.024 | 10.976 | 98.081 | 1.919 | 32.59 | 0.950 | bicubic | +4.356 | +0.973 | +16 |
280 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 89.022 | 10.979 | 98.078 | 1.922 | 26.21 | 1.000 | bicubic | +4.772 | +1.204 | +77 |
281 | dm_nfnet_f1.dm_in1k | 320 | 89.019 | 10.981 | 98.260 | 1.740 | 132.63 | 0.910 | bicubic | +4.323 | +1.080 | +12 |
282 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 89.004 | 10.996 | 98.053 | 1.947 | 37.76 | 1.000 | bicubic | +4.730 | +1.103 | +70 |
283 | efficientnetv2_rw_m.agc_in1k | 416 | 89.000 | 11.000 | 98.213 | 1.787 | 53.24 | 1.000 | bicubic | +4.176 | +1.063 | -2 |
284 | caformer_m36.sail_in1k | 224 | 88.998 | 11.002 | 98.029 | 1.971 | 56.20 | 1.000 | bicubic | +3.758 | +0.823 | -57 |
285 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 88.994 | 11.006 | 98.236 | 1.764 | 129.14 | 0.875 | bicubic | +4.606 | +1.128 | +53 |
286 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 88.992 | 11.008 | 98.179 | 1.821 | 16.29 | 1.000 | bicubic | +5.412 | +1.365 | +177 |
287 | convnext_large.fb_in1k | 288 | 88.990 | 11.011 | 98.044 | 1.956 | 197.77 | 1.000 | bicubic | +4.128 | +0.834 | -10 |
288 | regnetz_040_h.ra3_in1k | 320 | 88.979 | 11.021 | 98.196 | 1.804 | 28.94 | 1.000 | bicubic | +4.469 | +1.180 | +25 |
289 | edgenext_base.in21k_ft_in1k | 320 | 88.970 | 11.030 | 98.269 | 1.732 | 18.51 | 1.000 | bicubic | +4.894 | +1.061 | +88 |
290 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 88.964 | 11.036 | 98.309 | 1.691 | 19.80 | 1.000 | bicubic | +5.030 | +1.245 | +102 |
291 | caformer_s18.sail_in22k_ft_in1k | 224 | 88.964 | 11.036 | 98.300 | 1.700 | 26.34 | 1.000 | bicubic | +4.878 | +1.112 | +86 |
292 | regnetz_d8_evos.ch_in1k | 320 | 88.957 | 11.043 | 98.177 | 1.823 | 23.46 | 1.000 | bicubic | +4.805 | +1.157 | +77 |
293 | regnetz_e8.ra3_in1k | 256 | 88.955 | 11.045 | 98.254 | 1.746 | 57.70 | 0.940 | bicubic | +4.537 | +1.267 | +41 |
294 | regnety_1280.swag_lc_in1k | 224 | 88.949 | 11.051 | 98.234 | 1.766 | 644.81 | 0.965 | bicubic | +2.983 | +0.382 | -136 |
295 | tf_efficientnet_b5.ap_in1k | 456 | 88.949 | 11.051 | 98.185 | 1.815 | 30.39 | 0.934 | bicubic | +4.695 | +1.207 | +61 |
296 | mvitv2_large.fb_in1k | 224 | 88.940 | 11.060 | 97.961 | 2.039 | 217.99 | 0.900 | bicubic | +3.676 | +0.773 | -71 |
297 | convnext_small.in12k_ft_in1k | 224 | 88.938 | 11.062 | 98.269 | 1.732 | 50.22 | 0.950 | bicubic | +3.774 | +0.767 | -61 |
298 | deit3_base_patch16_384.fb_in1k | 384 | 88.938 | 11.062 | 98.042 | 1.958 | 86.88 | 1.000 | bicubic | +3.852 | +0.794 | -47 |
299 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 88.934 | 11.066 | 97.914 | 2.086 | 69.90 | 0.900 | bicubic | +3.800 | +0.756 | -58 |
300 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 88.925 | 11.075 | 98.294 | 1.706 | 38.85 | 1.000 | bicubic | +4.359 | +1.116 | +5 |
301 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 88.917 | 11.083 | 98.187 | 1.813 | 32.59 | 0.950 | bicubic | +4.603 | +1.087 | +45 |
302 | convnext_tiny.in12k_ft_in1k | 288 | 88.908 | 11.092 | 98.303 | 1.697 | 28.59 | 1.000 | bicubic | +4.460 | +0.975 | +22 |
303 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 88.904 | 11.096 | 98.281 | 1.719 | 19.80 | 1.000 | bicubic | +5.456 | +1.359 | +179 |
304 | nextvit_small.bd_in1k_384 | 384 | 88.900 | 11.100 | 98.038 | 1.962 | 31.76 | 1.000 | bicubic | +4.858 | +1.048 | +80 |
305 | volo_d1_224.sail_in1k | 224 | 88.900 | 11.100 | 98.027 | 1.973 | 26.63 | 0.960 | bicubic | +4.748 | +1.253 | +65 |
306 | ecaresnet269d.ra2_in1k | 320 | 88.895 | 11.104 | 98.215 | 1.785 | 102.09 | 0.950 | bicubic | +4.175 | +1.033 | -15 |
307 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 88.893 | 11.107 | 98.269 | 1.732 | 21.46 | 1.000 | bicubic | +4.577 | +1.001 | +38 |
308 | tf_efficientnetv2_m.in1k | 384 | 88.891 | 11.109 | 98.226 | 1.774 | 54.14 | 1.000 | bicubic | +4.333 | +1.170 | -1 |
309 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 88.885 | 11.115 | 97.978 | 2.022 | 208.12 | 1.000 | bicubic | +3.323 | +0.528 | -114 |
310 | resnetrs420.tf_in1k | 416 | 88.874 | 11.126 | 98.019 | 1.981 | 191.89 | 1.000 | bicubic | +3.860 | +0.903 | -52 |
311 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 88.868 | 11.132 | 98.226 | 1.774 | 86.57 | 0.900 | bicubic | +4.336 | +0.928 | 0 |
312 | convnextv2_base.fcmae_ft_in1k | 224 | 88.866 | 11.134 | 98.068 | 1.932 | 88.72 | 0.875 | bicubic | +3.978 | +0.988 | -38 |
313 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 88.864 | 11.136 | 98.290 | 1.710 | 28.59 | 1.000 | bicubic | +4.766 | +1.508 | +60 |
314 | convformer_b36.sail_in1k | 224 | 88.857 | 11.143 | 97.880 | 2.120 | 99.88 | 1.000 | bicubic | +4.027 | +0.930 | -34 |
315 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 224 | 88.857 | 11.143 | 97.863 | 2.137 | 41.72 | 0.950 | bicubic | +3.917 | +0.895 | -51 |
316 | regnetz_d8.ra3_in1k | 320 | 88.849 | 11.151 | 98.187 | 1.813 | 23.37 | 1.000 | bicubic | +4.807 | +1.185 | +67 |
317 | resnetrs270.tf_in1k | 352 | 88.842 | 11.158 | 98.140 | 1.860 | 129.86 | 1.000 | bicubic | +4.402 | +1.166 | +10 |
318 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 88.834 | 11.166 | 98.343 | 1.657 | 36.47 | 1.000 | bicubic | +4.760 | +1.029 | +60 |
319 | hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k | 256 | 88.825 | 11.175 | 98.115 | 1.885 | 34.36 | 0.950 | bicubic | +3.925 | +0.861 | -47 |
320 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 88.821 | 11.179 | 98.049 | 1.951 | 194.03 | 0.875 | bilinear | +4.657 | +0.861 | +46 |
321 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 224 | 88.817 | 11.184 | 98.335 | 1.665 | 49.61 | 0.900 | bicubic | +5.487 | +1.339 | +185 |
322 | hrnet_w48_ssld.paddle_in1k | 224 | 88.817 | 11.184 | 98.119 | 1.881 | 77.47 | 0.950 | bilinear | +5.139 | +1.271 | +127 |
323 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 88.812 | 11.188 | 98.072 | 1.928 | 66.01 | 0.950 | bicubic | +4.172 | +1.010 | -26 |
324 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 88.810 | 11.190 | 97.959 | 2.041 | 37.76 | 1.000 | bicubic | +4.446 | +1.051 | +18 |
325 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 88.806 | 11.194 | 98.243 | 1.757 | 98.95 | 1.000 | bicubic | +3.812 | +0.939 | -66 |
326 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 88.804 | 11.196 | 98.183 | 1.817 | 12.11 | 1.000 | bicubic | +5.020 | +1.467 | +99 |
327 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 88.804 | 11.196 | 98.038 | 1.962 | 84.40 | 1.000 | bicubic | +4.516 | +1.102 | +24 |
328 | seresnet152d.ra2_in1k | 320 | 88.799 | 11.200 | 98.168 | 1.832 | 66.84 | 1.000 | bicubic | +4.445 | +1.126 | +15 |
329 | rexnetr_300.sw_in12k_ft_in1k | 288 | 88.797 | 11.203 | 98.345 | 1.655 | 34.81 | 1.000 | bicubic | +4.211 | +1.067 | -27 |
330 | tf_efficientnet_b7.aa_in1k | 600 | 88.797 | 11.203 | 98.055 | 1.945 | 66.35 | 0.949 | bicubic | +4.361 | +1.135 | -1 |
331 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 88.793 | 11.207 | 98.202 | 1.798 | 16.29 | 1.000 | bicubic | +5.679 | +1.490 | +204 |
332 | fastvit_sa36.apple_dist_in1k | 256 | 88.784 | 11.216 | 98.072 | 1.928 | 31.53 | 0.900 | bicubic | +4.752 | +1.222 | +54 |
333 | convnext_base.fb_in1k | 288 | 88.778 | 11.222 | 97.920 | 2.080 | 88.59 | 1.000 | bicubic | +4.312 | +0.938 | -14 |
334 | deit3_large_patch16_224.fb_in1k | 224 | 88.772 | 11.228 | 97.903 | 2.097 | 304.37 | 0.900 | bicubic | +3.994 | +0.857 | -48 |
335 | tf_efficientnet_b6.aa_in1k | 528 | 88.770 | 11.230 | 98.076 | 1.924 | 43.04 | 0.942 | bicubic | +4.652 | +1.190 | +35 |
336 | convformer_m36.sail_in1k | 224 | 88.770 | 11.230 | 97.765 | 2.235 | 57.05 | 1.000 | bicubic | +4.284 | +0.899 | -21 |
337 | edgenext_base.usi_in1k | 320 | 88.761 | 11.239 | 98.147 | 1.853 | 18.51 | 1.000 | bicubic | +4.791 | +1.377 | +54 |
338 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 88.761 | 11.239 | 98.140 | 1.860 | 88.79 | 0.875 | bilinear | +4.479 | +0.966 | +13 |
339 | hiera_base_224.mae_in1k_ft_in1k | 224 | 88.757 | 11.243 | 98.002 | 1.998 | 51.52 | 0.900 | bicubic | +4.231 | +0.962 | -27 |
340 | eca_nfnet_l2.ra3_in1k | 320 | 88.752 | 11.248 | 98.168 | 1.832 | 56.72 | 0.900 | bicubic | +4.596 | +1.436 | +27 |
341 | resnetrs200.tf_in1k | 320 | 88.752 | 11.248 | 98.102 | 1.898 | 93.21 | 1.000 | bicubic | +4.306 | +1.030 | -15 |
342 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 88.750 | 11.250 | 98.198 | 1.802 | 28.64 | 1.000 | bicubic | +4.328 | +0.944 | -10 |
343 | caformer_s36.sail_in1k | 224 | 88.750 | 11.250 | 98.025 | 1.975 | 39.30 | 1.000 | bicubic | +4.206 | +1.015 | -33 |
344 | hgnet_small.ssld_in1k | 224 | 88.748 | 11.252 | 98.155 | 1.845 | 24.36 | 0.965 | bicubic | +4.938 | +1.287 | +76 |
345 | resnetrs350.tf_in1k | 384 | 88.746 | 11.254 | 98.034 | 1.966 | 163.96 | 1.000 | bicubic | +4.024 | +1.062 | -55 |
346 | convformer_s18.sail_in22k_ft_in1k | 224 | 88.744 | 11.256 | 98.209 | 1.791 | 26.77 | 1.000 | bicubic | +4.982 | +1.161 | +85 |
347 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 88.744 | 11.256 | 98.027 | 1.973 | 86.54 | 0.875 | bilinear | +4.472 | +1.229 | +7 |
348 | efficientvit_l1.r224_in1k | 224 | 88.740 | 11.260 | 97.797 | 2.203 | 52.65 | 1.000 | bicubic | +4.292 | +0.941 | -23 |
349 | rdnet_large.nv_in1k | 224 | 88.737 | 11.262 | 97.965 | 2.035 | 186.27 | 0.900 | bicubic | +3.944 | +0.811 | -66 |
350 | regnetz_040.ra3_in1k | 320 | 88.725 | 11.275 | 98.087 | 1.913 | 27.12 | 1.000 | bicubic | +4.469 | +1.153 | +5 |
351 | convnext_tiny.in12k_ft_in1k | 224 | 88.712 | 11.288 | 98.198 | 1.802 | 28.59 | 0.950 | bicubic | +4.520 | +1.066 | +13 |
352 | efficientnetv2_rw_m.agc_in1k | 320 | 88.712 | 11.288 | 98.038 | 1.962 | 53.24 | 1.000 | bicubic | +4.418 | +1.162 | -2 |
353 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 88.703 | 11.297 | 98.305 | 1.695 | 236.34 | 1.000 | bilinear | +4.223 | +0.889 | -36 |
354 | davit_base.msft_in1k | 224 | 88.703 | 11.297 | 97.869 | 2.131 | 87.95 | 0.950 | bicubic | +4.053 | +0.851 | -58 |
355 | regnety_160.deit_in1k | 288 | 88.699 | 11.301 | 98.068 | 1.932 | 83.59 | 1.000 | bicubic | +4.999 | +1.478 | +86 |
356 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 88.693 | 11.307 | 98.140 | 1.860 | 19.80 | 0.965 | bicubic | +4.999 | +1.352 | +88 |
357 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 88.682 | 11.318 | 98.019 | 1.981 | 32.59 | 1.000 | bicubic | +4.850 | +1.287 | +56 |
358 | flexivit_base.1200ep_in1k | 240 | 88.667 | 11.333 | 97.957 | 2.043 | 86.59 | 0.950 | bicubic | +3.979 | +0.937 | -64 |
359 | regnety_640.seer_ft_in1k | 384 | 88.659 | 11.341 | 98.166 | 1.834 | 281.38 | 1.000 | bicubic | +4.743 | +1.246 | +36 |
360 | davit_small.msft_in1k | 224 | 88.659 | 11.341 | 97.955 | 2.045 | 49.75 | 0.950 | bicubic | +4.392 | +1.025 | -6 |
361 | regnetz_d32.ra3_in1k | 320 | 88.654 | 11.346 | 98.096 | 1.905 | 27.58 | 0.950 | bicubic | +4.626 | +1.225 | +26 |
362 | mvitv2_base.fb_in1k | 224 | 88.644 | 11.356 | 97.822 | 2.178 | 51.47 | 0.900 | bicubic | +4.206 | +0.960 | -34 |
363 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 88.641 | 11.358 | 98.245 | 1.755 | 22.20 | 1.000 | bicubic | +4.837 | +1.137 | +60 |
364 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 88.635 | 11.365 | 98.185 | 1.815 | 38.86 | 0.950 | bicubic | +4.185 | +0.967 | -41 |
365 | eca_nfnet_l1.ra2_in1k | 320 | 88.629 | 11.371 | 98.136 | 1.864 | 41.41 | 1.000 | bicubic | +4.579 | +1.102 | +17 |
366 | regnety_080.ra3_in1k | 288 | 88.626 | 11.373 | 97.957 | 2.043 | 39.18 | 1.000 | bicubic | +4.686 | +1.077 | +26 |
367 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 88.614 | 11.386 | 97.927 | 2.073 | 37.76 | 0.950 | bicubic | +4.792 | +1.159 | +50 |
368 | swinv2_base_window16_256.ms_in1k | 256 | 88.609 | 11.391 | 97.901 | 2.099 | 87.92 | 0.900 | bicubic | +4.001 | +0.837 | -70 |
369 | rdnet_base.nv_in1k | 224 | 88.609 | 11.391 | 97.884 | 2.116 | 87.45 | 0.900 | bicubic | +4.241 | +1.012 | -27 |
370 | repvgg_d2se.rvgg_in1k | 320 | 88.607 | 11.393 | 98.010 | 1.990 | 133.33 | 1.000 | bilinear | +5.053 | +1.346 | +94 |
371 | convnext_large.fb_in1k | 224 | 88.594 | 11.405 | 97.841 | 2.159 | 197.77 | 0.875 | bicubic | +4.296 | +0.950 | -23 |
372 | maxvit_base_tf_224.in1k | 224 | 88.590 | 11.410 | 97.848 | 2.152 | 119.47 | 0.950 | bicubic | +3.720 | +0.844 | -96 |
373 | flexivit_base.600ep_in1k | 240 | 88.573 | 11.427 | 97.916 | 2.084 | 86.59 | 0.950 | bicubic | +4.013 | +1.006 | -67 |
374 | seresnextaa101d_32x8d.ah_in1k | 288 | 88.569 | 11.431 | 97.995 | 2.005 | 93.59 | 1.000 | bicubic | +3.993 | +0.921 | -70 |
375 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 88.567 | 11.433 | 98.192 | 1.808 | 936.53 | 1.000 | bilinear | +3.643 | +0.734 | -105 |
376 | regnety_320.seer_ft_in1k | 384 | 88.562 | 11.438 | 98.104 | 1.896 | 145.05 | 1.000 | bicubic | +5.237 | +1.392 | +131 |
377 | efficientvit_b3.r288_in1k | 288 | 88.560 | 11.440 | 97.720 | 2.280 | 48.65 | 1.000 | bicubic | +4.404 | +0.702 | -9 |
378 | resnetaa101d.sw_in12k_ft_in1k | 288 | 88.554 | 11.446 | 98.076 | 1.924 | 44.57 | 1.000 | bicubic | +4.452 | +0.958 | -6 |
379 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 88.539 | 11.461 | 98.002 | 1.998 | 47.67 | 1.000 | bicubic | +4.661 | +1.268 | +28 |
380 | swinv2_base_window8_256.ms_in1k | 256 | 88.537 | 11.463 | 97.897 | 2.103 | 87.92 | 0.900 | bicubic | +4.291 | +0.995 | -22 |
381 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 88.537 | 11.463 | 97.779 | 2.220 | 64.90 | 0.900 | bicubic | +4.053 | +1.005 | -64 |
382 | resnest269e.in1k | 416 | 88.530 | 11.470 | 98.021 | 1.979 | 110.93 | 0.928 | bicubic | +3.990 | +1.031 | -72 |
383 | regnetz_d8.ra3_in1k | 256 | 88.516 | 11.485 | 97.970 | 2.030 | 23.37 | 0.940 | bicubic | +4.968 | +1.224 | +81 |
384 | resnet200d.ra2_in1k | 320 | 88.516 | 11.485 | 97.965 | 2.035 | 64.69 | 1.000 | bicubic | +4.540 | +1.145 | +5 |
385 | coatnet_rmlp_2_rw_224.sw_in1k | 224 | 88.516 | 11.485 | 97.579 | 2.421 | 73.88 | 0.950 | bicubic | +3.913 | +0.833 | -82 |
386 | repvit_m2_3.dist_300e_in1k | 224 | 88.507 | 11.493 | 97.927 | 2.073 | 23.69 | 0.950 | bicubic | +4.983 | +1.395 | +83 |
387 | rexnetr_300.sw_in12k_ft_in1k | 224 | 88.505 | 11.495 | 98.076 | 1.924 | 34.81 | 0.950 | bicubic | +4.469 | +1.076 | -2 |
388 | hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k | 256 | 88.505 | 11.495 | 98.049 | 1.951 | 34.36 | 0.950 | bicubic | +3.951 | +0.943 | -80 |
389 | edgenext_base.in21k_ft_in1k | 256 | 88.503 | 11.497 | 98.014 | 1.986 | 18.51 | 0.950 | bicubic | +5.087 | +1.218 | +102 |
390 | fastvit_sa24.apple_dist_in1k | 256 | 88.503 | 11.497 | 97.942 | 2.058 | 21.55 | 0.900 | bicubic | +5.141 | +1.366 | +110 |
391 | convformer_s36.sail_in1k | 224 | 88.498 | 11.502 | 97.775 | 2.225 | 40.01 | 1.000 | bicubic | +4.426 | +1.019 | -12 |
392 | seresnext101_32x8d.ah_in1k | 288 | 88.496 | 11.504 | 97.878 | 2.122 | 93.57 | 1.000 | bicubic | +4.302 | +1.016 | -28 |
393 | dm_nfnet_f2.dm_in1k | 256 | 88.494 | 11.506 | 97.961 | 2.039 | 193.78 | 0.920 | bicubic | +4.402 | +1.055 | -19 |
394 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 88.494 | 11.506 | 97.950 | 2.050 | 32.59 | 1.000 | bicubic | +5.076 | +1.338 | +97 |
395 | crossvit_18_dagger_408.in1k | 408 | 88.492 | 11.508 | 97.882 | 2.118 | 44.61 | 1.000 | bicubic | +4.290 | +1.050 | -32 |
396 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 88.492 | 11.508 | 97.765 | 2.235 | 37.76 | 0.950 | bicubic | +4.508 | +1.057 | -7 |
397 | efficientnetv2_rw_s.ra2_in1k | 384 | 88.488 | 11.512 | 97.974 | 2.026 | 23.94 | 1.000 | bicubic | +4.658 | +1.262 | +17 |
398 | gcvit_base.in1k | 224 | 88.484 | 11.517 | 97.777 | 2.223 | 90.32 | 0.875 | bicubic | +4.030 | +0.927 | -76 |
399 | efficientformerv2_l.snap_dist_in1k | 224 | 88.481 | 11.519 | 97.927 | 2.073 | 26.32 | 0.950 | bicubic | +4.841 | +1.387 | +56 |
400 | repvit_m2_3.dist_450e_in1k | 224 | 88.479 | 11.521 | 98.053 | 1.947 | 23.69 | 0.950 | bicubic | +4.737 | +1.411 | +34 |
401 | flexivit_base.300ep_in1k | 240 | 88.475 | 11.525 | 97.841 | 2.159 | 86.59 | 0.950 | bicubic | +4.073 | +0.919 | -65 |
402 | hgnet_tiny.ssld_in1k | 288 | 88.473 | 11.527 | 98.113 | 1.887 | 14.74 | 1.000 | bicubic | +5.949 | +1.979 | +218 |
403 | regnetv_064.ra3_in1k | 288 | 88.473 | 11.527 | 98.072 | 1.928 | 30.58 | 1.000 | bicubic | +4.725 | +1.326 | +31 |
404 | tf_efficientnet_b3.ns_jft_in1k | 300 | 88.473 | 11.527 | 98.021 | 1.979 | 12.23 | 0.904 | bicubic | +4.409 | +1.121 | -23 |
405 | maxvit_small_tf_224.in1k | 224 | 88.466 | 11.534 | 97.878 | 2.122 | 68.93 | 0.950 | bicubic | +4.010 | +0.660 | -84 |
406 | maxvit_large_tf_224.in1k | 224 | 88.466 | 11.534 | 97.820 | 2.180 | 211.79 | 0.950 | bicubic | +3.532 | +0.840 | -139 |
407 | nextvit_base.bd_in1k | 224 | 88.462 | 11.538 | 97.916 | 2.084 | 44.82 | 0.950 | bicubic | +4.966 | +1.270 | +66 |
408 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 88.447 | 11.553 | 98.061 | 1.939 | 11.07 | 1.000 | bicubic | +5.457 | +1.391 | +142 |
409 | cait_s24_224.fb_dist_in1k | 224 | 88.445 | 11.555 | 97.950 | 2.050 | 46.92 | 1.000 | bicubic | +4.961 | +1.364 | +67 |
410 | regnety_320.swag_lc_in1k | 224 | 88.443 | 11.557 | 98.108 | 1.892 | 145.05 | 0.965 | bicubic | +3.811 | +0.624 | -112 |
411 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 88.439 | 11.561 | 98.162 | 1.838 | 387.93 | 1.000 | bilinear | +4.009 | +0.782 | -83 |
412 | resmlp_big_24_224.fb_distilled_in1k | 224 | 88.439 | 11.561 | 97.933 | 2.067 | 129.14 | 0.875 | bicubic | +4.845 | +1.279 | +47 |
413 | resnetrs350.tf_in1k | 288 | 88.439 | 11.561 | 97.891 | 2.109 | 163.96 | 1.000 | bicubic | +4.131 | +0.963 | -64 |
414 | inception_next_base.sail_in1k | 224 | 88.439 | 11.561 | 97.779 | 2.220 | 86.67 | 0.950 | bicubic | +4.341 | +0.641 | -38 |
415 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 88.434 | 11.566 | 98.125 | 1.875 | 22.52 | 0.950 | bicubic | +4.632 | +1.167 | +9 |
416 | seresnext101d_32x8d.ah_in1k | 288 | 88.432 | 11.568 | 97.953 | 2.047 | 93.59 | 1.000 | bicubic | +4.030 | +1.067 | -81 |
417 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 88.428 | 11.572 | 98.076 | 1.924 | 328.99 | 0.900 | bicubic | +3.996 | +0.924 | -88 |
418 | swin_base_patch4_window12_384.ms_in1k | 384 | 88.428 | 11.572 | 97.812 | 2.188 | 87.90 | 1.000 | bicubic | +3.952 | +0.926 | -99 |
419 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 88.415 | 11.585 | 98.185 | 1.815 | 217.32 | 1.000 | bilinear | +4.423 | +1.053 | -33 |
420 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 88.415 | 11.585 | 98.059 | 1.941 | 11.07 | 1.000 | bicubic | +4.993 | +1.327 | +68 |
421 | resnest200e.in1k | 320 | 88.415 | 11.585 | 98.046 | 1.954 | 70.20 | 0.909 | bicubic | +4.543 | +1.170 | -11 |
422 | convnext_small.fb_in1k | 288 | 88.413 | 11.587 | 98.010 | 1.990 | 50.22 | 1.000 | bicubic | +4.709 | +1.194 | +18 |
423 | nextvit_large.bd_in1k | 224 | 88.407 | 11.593 | 97.957 | 2.043 | 57.87 | 0.950 | bicubic | +4.765 | +1.273 | +31 |
424 | tf_efficientnet_b5.aa_in1k | 456 | 88.404 | 11.595 | 97.940 | 2.060 | 30.39 | 0.934 | bicubic | +4.709 | +1.226 | +19 |
425 | tf_efficientnetv2_s.in1k | 384 | 88.396 | 11.604 | 97.931 | 2.069 | 21.46 | 1.000 | bicubic | +4.500 | +1.233 | -24 |
426 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 88.389 | 11.611 | 98.149 | 1.851 | 86.86 | 1.000 | bicubic | +4.181 | +0.929 | -64 |
427 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 88.387 | 11.613 | 97.908 | 2.092 | 46.17 | 0.875 | bilinear | +4.485 | +1.412 | -28 |
428 | edgenext_base.usi_in1k | 256 | 88.385 | 11.615 | 98.061 | 1.939 | 18.51 | 0.950 | bicubic | +4.701 | +1.361 | +20 |
429 | regnetz_c16_evos.ch_in1k | 320 | 88.385 | 11.615 | 98.036 | 1.964 | 13.49 | 0.950 | bicubic | +5.741 | +1.556 | +169 |
430 | convnext_base.fb_in1k | 224 | 88.377 | 11.623 | 97.777 | 2.223 | 88.59 | 0.875 | bicubic | +4.543 | +1.031 | -18 |
431 | efficientnet_b4.ra2_in1k | 384 | 88.368 | 11.632 | 97.942 | 2.058 | 19.34 | 1.000 | bicubic | +4.894 | +1.358 | +46 |
432 | swinv2_small_window16_256.ms_in1k | 256 | 88.368 | 11.632 | 97.848 | 2.152 | 49.73 | 0.900 | bicubic | +4.152 | +0.974 | -70 |
433 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 88.366 | 11.634 | 98.085 | 1.915 | 19.80 | 0.965 | bicubic | +5.480 | +1.799 | +132 |
434 | resnet152d.ra2_in1k | 320 | 88.360 | 11.640 | 97.946 | 2.054 | 60.21 | 1.000 | bicubic | +4.676 | +1.196 | +12 |
435 | tf_efficientnet_b4.ap_in1k | 380 | 88.360 | 11.640 | 97.906 | 2.095 | 19.34 | 0.922 | bicubic | +5.110 | +1.516 | +79 |
436 | seresnet152d.ra2_in1k | 256 | 88.358 | 11.643 | 98.061 | 1.939 | 66.84 | 0.950 | bicubic | +4.663 | +1.277 | +8 |
437 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 88.358 | 11.643 | 97.948 | 2.052 | 28.64 | 0.875 | bicubic | +4.454 | +0.984 | -38 |
438 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 88.353 | 11.647 | 98.130 | 1.870 | 22.06 | 1.000 | bicubic | +5.271 | +1.350 | +102 |
439 | fastvit_ma36.apple_in1k | 256 | 88.353 | 11.647 | 97.927 | 2.073 | 44.07 | 0.950 | bicubic | +4.469 | +1.165 | -34 |
440 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 88.349 | 11.651 | 97.824 | 2.176 | 29.15 | 0.950 | bicubic | +4.115 | +1.040 | -80 |
441 | resnetrs420.tf_in1k | 320 | 88.343 | 11.658 | 97.856 | 2.144 | 191.89 | 1.000 | bicubic | +4.093 | +0.990 | -83 |
442 | crossvit_15_dagger_408.in1k | 408 | 88.338 | 11.662 | 97.882 | 2.118 | 28.50 | 1.000 | bicubic | +4.498 | +1.102 | -31 |
443 | efficientvit_b3.r256_in1k | 256 | 88.336 | 11.664 | 97.564 | 2.436 | 48.65 | 1.000 | bicubic | +4.522 | +1.050 | -25 |
444 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 88.332 | 11.668 | 97.775 | 2.225 | 63.95 | 0.950 | bicubic | +4.010 | +0.963 | -100 |
445 | regnety_064.ra3_in1k | 288 | 88.328 | 11.672 | 97.856 | 2.144 | 30.58 | 1.000 | bicubic | +4.616 | +1.128 | -9 |
446 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 88.321 | 11.679 | 97.940 | 2.060 | 15.62 | 1.000 | bicubic | +4.959 | +1.200 | +53 |
447 | tf_efficientnet_b5.ra_in1k | 456 | 88.304 | 11.696 | 97.916 | 2.084 | 30.39 | 0.934 | bicubic | +4.476 | +1.302 | -33 |
448 | pvt_v2_b4.in1k | 224 | 88.304 | 11.696 | 97.818 | 2.182 | 62.56 | 0.900 | bicubic | +4.592 | +1.148 | -10 |
449 | deit3_small_patch16_384.fb_in1k | 384 | 88.300 | 11.700 | 97.891 | 2.109 | 22.21 | 1.000 | bicubic | +4.872 | +1.255 | +37 |
450 | cs3se_edgenet_x.c2ns_in1k | 320 | 88.298 | 11.702 | 97.931 | 2.069 | 50.72 | 1.000 | bicubic | +4.754 | +1.267 | +18 |
451 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 88.296 | 11.704 | 97.925 | 2.075 | 16.29 | 0.965 | bicubic | +5.386 | +1.563 | +110 |
452 | resnetrs200.tf_in1k | 256 | 88.291 | 11.709 | 97.938 | 2.062 | 93.21 | 1.000 | bicubic | +4.405 | +1.257 | -49 |
453 | mvitv2_small.fb_in1k | 224 | 88.289 | 11.711 | 97.707 | 2.293 | 34.87 | 0.900 | bicubic | +4.517 | +1.149 | -24 |
454 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 88.283 | 11.717 | 97.854 | 2.146 | 26.25 | 1.000 | bicubic | +4.929 | +1.402 | +49 |
455 | regnetz_040_h.ra3_in1k | 256 | 88.278 | 11.722 | 97.918 | 2.082 | 28.94 | 1.000 | bicubic | +4.510 | +1.226 | -26 |
456 | efficientformer_l7.snap_dist_in1k | 224 | 88.278 | 11.722 | 97.886 | 2.114 | 82.23 | 0.950 | bicubic | +4.892 | +1.348 | +42 |
457 | resnetrs270.tf_in1k | 256 | 88.274 | 11.726 | 97.852 | 2.148 | 129.86 | 1.000 | bicubic | +4.680 | +1.236 | +4 |
458 | regnetz_d8_evos.ch_in1k | 256 | 88.270 | 11.730 | 97.961 | 2.039 | 23.46 | 0.950 | bicubic | +4.876 | +1.303 | +37 |
459 | rdnet_small.nv_in1k | 224 | 88.268 | 11.732 | 97.901 | 2.099 | 50.44 | 0.900 | bicubic | +4.600 | +1.381 | -9 |
460 | inception_next_small.sail_in1k | 224 | 88.268 | 11.732 | 97.799 | 2.201 | 49.37 | 0.875 | bicubic | +4.684 | +1.201 | +2 |
461 | regnetz_040.ra3_in1k | 256 | 88.266 | 11.734 | 97.876 | 2.124 | 27.12 | 1.000 | bicubic | +4.606 | +1.192 | -9 |
462 | resnetrs152.tf_in1k | 320 | 88.261 | 11.739 | 97.733 | 2.267 | 86.62 | 1.000 | bicubic | +4.551 | +1.123 | -24 |
463 | deit3_base_patch16_224.fb_in1k | 224 | 88.255 | 11.745 | 97.809 | 2.191 | 86.59 | 0.900 | bicubic | +4.461 | +1.227 | -39 |
464 | gcvit_small.in1k | 224 | 88.255 | 11.745 | 97.807 | 2.193 | 51.09 | 0.875 | bicubic | +4.347 | +1.147 | -66 |
465 | regnetz_d32.ra3_in1k | 256 | 88.253 | 11.747 | 97.880 | 2.120 | 27.58 | 0.950 | bicubic | +4.825 | +1.204 | +22 |
466 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 88.251 | 11.749 | 97.666 | 2.334 | 60.23 | 0.950 | bicubic | +4.341 | +0.980 | -70 |
467 | regnetv_040.ra3_in1k | 288 | 88.234 | 11.766 | 97.972 | 2.028 | 20.64 | 1.000 | bicubic | +5.034 | +1.314 | +50 |
468 | resnetaa101d.sw_in12k_ft_in1k | 224 | 88.219 | 11.781 | 97.940 | 2.060 | 44.57 | 0.950 | bicubic | +4.675 | +1.112 | -1 |
469 | deit_base_distilled_patch16_224.fb_in1k | 224 | 88.214 | 11.786 | 97.916 | 2.084 | 87.34 | 0.900 | bicubic | +4.826 | +1.426 | +27 |
470 | hiera_small_224.mae_in1k_ft_in1k | 224 | 88.210 | 11.790 | 97.658 | 2.342 | 35.01 | 0.900 | bicubic | +4.324 | +0.896 | -66 |
471 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 88.195 | 11.805 | 97.940 | 2.060 | 12.12 | 1.000 | bicubic | +5.615 | +1.940 | +144 |
472 | xception65p.ra3_in1k | 299 | 88.195 | 11.805 | 97.792 | 2.208 | 39.82 | 0.940 | bicubic | +5.031 | +1.292 | +53 |
473 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 88.189 | 11.811 | 97.874 | 2.127 | 38.74 | 0.950 | bicubic | +4.377 | +1.052 | -55 |
474 | swinv2_small_window8_256.ms_in1k | 256 | 88.189 | 11.811 | 97.777 | 2.223 | 49.73 | 0.900 | bicubic | +4.345 | +1.127 | -63 |
475 | cait_xxs36_384.fb_dist_in1k | 384 | 88.174 | 11.826 | 97.906 | 2.095 | 17.37 | 1.000 | bicubic | +5.966 | +1.755 | +203 |
476 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 224 | 88.170 | 11.830 | 97.865 | 2.135 | 88.79 | 0.875 | bilinear | +5.450 | +1.241 | +110 |
477 | regnety_160.deit_in1k | 224 | 88.165 | 11.835 | 97.818 | 2.182 | 83.59 | 0.950 | bicubic | +5.171 | +1.318 | +72 |
478 | caformer_s18.sail_in1k | 224 | 88.165 | 11.835 | 97.741 | 2.259 | 26.34 | 1.000 | bicubic | +4.497 | +1.029 | -27 |
479 | tiny_vit_21m_224.in1k | 224 | 88.163 | 11.837 | 97.841 | 2.159 | 21.20 | 0.950 | bicubic | +4.893 | +1.239 | +30 |
480 | xcit_large_24_p8_224.fb_in1k | 224 | 88.163 | 11.837 | 97.387 | 2.613 | 188.93 | 1.000 | bicubic | +3.777 | +0.721 | -141 |
481 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 88.157 | 11.843 | 97.878 | 2.122 | 38.88 | 0.950 | bicubic | +4.689 | +1.256 | -1 |
482 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 88.153 | 11.848 | 97.726 | 2.274 | 32.59 | 0.950 | bicubic | +4.889 | +1.336 | +30 |
483 | coat_lite_medium.in1k | 224 | 88.150 | 11.850 | 97.884 | 2.116 | 44.57 | 0.900 | bicubic | +4.548 | +1.170 | -24 |
484 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 88.146 | 11.854 | 97.925 | 2.075 | 21.46 | 1.000 | bicubic | +4.772 | +1.215 | +14 |
485 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 88.142 | 11.858 | 97.993 | 2.007 | 11.22 | 1.000 | bicubic | +5.782 | +1.589 | +164 |
486 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 88.140 | 11.860 | 98.046 | 1.954 | 236.34 | 1.000 | bicubic | +4.258 | +0.930 | -80 |
487 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 88.140 | 11.860 | 97.965 | 2.035 | 16.29 | 0.965 | bicubic | +5.530 | +1.603 | +119 |
488 | dm_nfnet_f0.dm_in1k | 256 | 88.125 | 11.875 | 97.903 | 2.097 | 71.49 | 0.900 | bicubic | +4.655 | +1.335 | -9 |
489 | pvt_v2_b3.in1k | 224 | 88.123 | 11.877 | 97.775 | 2.225 | 45.24 | 0.900 | bicubic | +5.005 | +1.321 | +43 |
490 | pvt_v2_b5.in1k | 224 | 88.123 | 11.877 | 97.694 | 2.306 | 81.96 | 0.900 | bicubic | +4.355 | +1.062 | -59 |
491 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 88.118 | 11.882 | 97.801 | 2.199 | 11.00 | 0.950 | bicubic | +4.886 | +1.173 | +24 |
492 | pit_b_distilled_224.in1k | 224 | 88.116 | 11.884 | 97.647 | 2.353 | 74.79 | 0.900 | bicubic | +4.342 | +1.179 | -64 |
493 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 88.112 | 11.888 | 97.675 | 2.325 | 60.40 | 0.950 | bicubic | +4.404 | +1.057 | -54 |
494 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 88.108 | 11.892 | 97.963 | 2.037 | 44.18 | 0.875 | bilinear | +4.840 | +1.203 | +16 |
495 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 88.101 | 11.899 | 97.925 | 2.075 | 6.71 | 1.000 | bicubic | +5.709 | +1.711 | +147 |
496 | fastvit_sa36.apple_in1k | 256 | 88.101 | 11.899 | 97.794 | 2.205 | 31.53 | 0.900 | bicubic | +4.597 | +1.165 | -24 |
497 | rexnetr_200.sw_in12k_ft_in1k | 288 | 88.088 | 11.912 | 98.006 | 1.994 | 16.52 | 1.000 | bicubic | +4.918 | +1.356 | +24 |
498 | hrnet_w18_ssld.paddle_in1k | 288 | 88.082 | 11.918 | 97.826 | 2.174 | 21.30 | 1.000 | bilinear | +6.034 | +1.582 | +200 |
499 | dm_nfnet_f1.dm_in1k | 224 | 88.069 | 11.931 | 97.835 | 2.165 | 132.63 | 0.910 | bicubic | +4.625 | +1.201 | -16 |
500 | xception65.ra3_in1k | 299 | 88.063 | 11.937 | 97.754 | 2.246 | 39.92 | 0.940 | bicubic | +4.879 | +1.156 | +18 |
501 | regnety_160.swag_lc_in1k | 224 | 88.059 | 11.941 | 98.036 | 1.964 | 83.59 | 0.965 | bicubic | +4.251 | +1.376 | -80 |
502 | seresnextaa101d_32x8d.ah_in1k | 224 | 88.059 | 11.941 | 97.724 | 2.276 | 93.59 | 0.950 | bicubic | +4.159 | +1.076 | -102 |
503 | convnextv2_tiny.fcmae_ft_in1k | 288 | 88.056 | 11.944 | 97.863 | 2.137 | 28.64 | 1.000 | bicubic | +4.581 | +1.145 | -26 |
504 | resnet152.a1h_in1k | 288 | 88.056 | 11.944 | 97.709 | 2.291 | 60.19 | 1.000 | bicubic | +4.562 | +1.187 | -30 |
505 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 88.054 | 11.946 | 97.850 | 2.150 | 12.11 | 1.000 | bicubic | +5.474 | +1.666 | +111 |
506 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 88.054 | 11.946 | 97.705 | 2.295 | 32.59 | 0.950 | bicubic | +5.080 | +1.461 | +48 |
507 | convnext_small.fb_in1k | 224 | 88.052 | 11.948 | 97.784 | 2.216 | 50.22 | 0.875 | bicubic | +4.908 | +1.352 | +20 |
508 | swin_s3_base_224.ms_in1k | 224 | 88.052 | 11.948 | 97.649 | 2.351 | 71.13 | 0.900 | bicubic | +4.132 | +0.999 | -115 |
509 | efficientvit_b3.r224_in1k | 224 | 88.052 | 11.948 | 97.575 | 2.425 | 48.65 | 0.950 | bicubic | +4.608 | +1.237 | -23 |
510 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 88.037 | 11.963 | 97.794 | 2.205 | 11.07 | 0.950 | bicubic | +5.077 | +1.320 | +45 |
511 | focalnet_base_srf.ms_in1k | 224 | 88.033 | 11.967 | 97.639 | 2.361 | 88.15 | 0.900 | bicubic | +4.225 | +0.355 | -89 |
512 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 88.031 | 11.969 | 97.617 | 2.383 | 86.43 | 0.950 | bicubic | +4.141 | +0.943 | -110 |
513 | maxvit_tiny_tf_224.in1k | 224 | 88.024 | 11.976 | 97.824 | 2.176 | 30.92 | 0.950 | bicubic | +4.602 | +1.234 | -25 |
514 | regnety_080.ra3_in1k | 224 | 88.024 | 11.976 | 97.690 | 2.310 | 39.18 | 0.950 | bicubic | +4.862 | +1.212 | +12 |
515 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 88.020 | 11.980 | 97.728 | 2.272 | 38.88 | 0.950 | bicubic | +4.562 | +1.206 | -34 |
516 | convnext_tiny.fb_in22k_ft_in1k | 224 | 88.016 | 11.984 | 97.920 | 2.080 | 28.59 | 0.875 | bicubic | +5.128 | +1.592 | +46 |
517 | eca_nfnet_l1.ra2_in1k | 256 | 88.016 | 11.984 | 97.918 | 2.082 | 41.41 | 0.900 | bicubic | +4.752 | +1.244 | -5 |
518 | focalnet_base_lrf.ms_in1k | 224 | 88.012 | 11.988 | 97.621 | 2.378 | 88.75 | 0.900 | bicubic | +4.184 | +0.855 | -102 |
519 | gcvit_tiny.in1k | 224 | 88.010 | 11.991 | 97.728 | 2.272 | 28.22 | 0.875 | bicubic | +4.609 | +1.336 | -26 |
520 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 88.010 | 11.991 | 97.679 | 2.321 | 32.59 | 1.000 | bicubic | +5.335 | +1.363 | +72 |
521 | cs3sedarknet_x.c2ns_in1k | 288 | 87.986 | 12.014 | 97.792 | 2.208 | 35.40 | 1.000 | bicubic | +5.336 | +1.444 | +74 |
522 | resnet152d.ra2_in1k | 256 | 87.986 | 12.014 | 97.724 | 2.276 | 60.21 | 0.950 | bicubic | +4.830 | +1.342 | +5 |
523 | xcit_small_24_p8_224.fb_in1k | 224 | 87.984 | 12.016 | 97.570 | 2.430 | 47.63 | 1.000 | bicubic | +4.130 | +0.934 | -114 |
524 | tf_efficientnet_b5.in1k | 456 | 87.975 | 12.025 | 97.923 | 2.077 | 30.39 | 0.934 | bicubic | +4.809 | +1.393 | -1 |
525 | nfnet_l0.ra2_in1k | 288 | 87.975 | 12.025 | 97.863 | 2.137 | 35.07 | 1.000 | bicubic | +5.219 | +1.369 | +56 |
526 | efficientformer_l3.snap_dist_in1k | 224 | 87.975 | 12.025 | 97.711 | 2.289 | 31.41 | 0.950 | bicubic | +5.411 | +1.469 | +95 |
527 | regnetz_c16.ra3_in1k | 320 | 87.973 | 12.027 | 97.779 | 2.220 | 13.46 | 1.000 | bicubic | +5.313 | +1.448 | +66 |
528 | eca_nfnet_l0.ra2_in1k | 288 | 87.971 | 12.029 | 97.880 | 2.120 | 24.14 | 1.000 | bicubic | +5.375 | +1.390 | +83 |
529 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 87.971 | 12.029 | 97.803 | 2.197 | 18.45 | 1.000 | bicubic | +4.561 | +1.231 | -37 |
530 | tf_efficientnet_b4.aa_in1k | 380 | 87.971 | 12.029 | 97.735 | 2.265 | 19.34 | 0.922 | bicubic | +4.931 | +1.445 | +15 |
531 | regnety_032.ra_in1k | 288 | 87.952 | 12.048 | 97.888 | 2.112 | 19.44 | 1.000 | bicubic | +5.228 | +1.464 | +52 |
532 | resnet200d.ra2_in1k | 256 | 87.952 | 12.048 | 97.814 | 2.186 | 64.69 | 0.950 | bicubic | +4.712 | +1.268 | -17 |
533 | coatnet_1_rw_224.sw_in1k | 224 | 87.948 | 12.052 | 97.463 | 2.537 | 41.72 | 0.950 | bicubic | +4.336 | +1.081 | -76 |
534 | focalnet_small_lrf.ms_in1k | 224 | 87.943 | 12.057 | 97.698 | 2.302 | 50.34 | 0.900 | bicubic | +4.435 | +1.112 | -63 |
535 | resnet101d.ra2_in1k | 320 | 87.937 | 12.063 | 97.906 | 2.095 | 44.57 | 1.000 | bicubic | +4.919 | +1.448 | +10 |
536 | swinv2_cr_small_ns_224.sw_in1k | 224 | 87.930 | 12.069 | 97.664 | 2.336 | 49.70 | 0.900 | bicubic | +4.441 | +1.178 | -61 |
537 | hgnet_tiny.ssld_in1k | 224 | 87.928 | 12.072 | 97.865 | 2.135 | 14.74 | 0.965 | bicubic | +5.988 | +1.751 | +183 |
538 | resnetv2_101.a1h_in1k | 288 | 87.918 | 12.082 | 97.660 | 2.340 | 44.54 | 1.000 | bicubic | +4.916 | +1.216 | +9 |
539 | repvit_m1_5.dist_450e_in1k | 224 | 87.915 | 12.085 | 97.707 | 2.293 | 14.64 | 0.950 | bicubic | +5.395 | +1.597 | +84 |
540 | efficientvit_b2.r288_in1k | 288 | 87.915 | 12.085 | 97.600 | 2.400 | 24.33 | 1.000 | bicubic | +4.831 | +1.298 | 0 |
541 | regnetv_064.ra3_in1k | 224 | 87.911 | 12.089 | 97.754 | 2.246 | 30.58 | 0.950 | bicubic | +4.793 | +1.192 | -9 |
542 | twins_svt_large.in1k | 224 | 87.911 | 12.089 | 97.568 | 2.432 | 99.27 | 0.900 | bicubic | +4.221 | +0.960 | -95 |
543 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 87.909 | 12.091 | 97.590 | 2.410 | 60.40 | 0.950 | bicubic | +4.265 | +1.043 | -90 |
544 | sequencer2d_l.in1k | 224 | 87.907 | 12.093 | 97.711 | 2.289 | 54.30 | 0.875 | bicubic | +4.497 | +1.207 | -51 |
545 | regnety_040.ra3_in1k | 288 | 87.903 | 12.097 | 97.886 | 2.114 | 20.65 | 1.000 | bicubic | +4.845 | +1.388 | -3 |
546 | flexivit_small.1200ep_in1k | 240 | 87.903 | 12.097 | 97.600 | 2.400 | 22.06 | 0.950 | bicubic | +5.311 | +1.450 | +69 |
547 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 87.901 | 12.099 | 97.891 | 2.109 | 11.22 | 1.000 | bicubic | +6.441 | +1.883 | +230 |
548 | twins_pcpvt_large.in1k | 224 | 87.898 | 12.101 | 97.863 | 2.137 | 60.99 | 0.900 | bicubic | +4.730 | +1.253 | -26 |
549 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 87.896 | 12.104 | 98.021 | 1.979 | 88.30 | 1.000 | bicubic | +4.544 | +1.189 | -45 |
550 | tf_efficientnetv2_s.in1k | 300 | 87.890 | 12.110 | 97.745 | 2.255 | 21.46 | 1.000 | bicubic | +4.718 | +1.409 | -30 |
551 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 87.875 | 12.125 | 97.630 | 2.370 | 41.69 | 0.950 | bicubic | +4.521 | +1.206 | -49 |
552 | maxvit_tiny_rw_224.sw_in1k | 224 | 87.871 | 12.129 | 97.649 | 2.351 | 29.06 | 0.950 | bicubic | +4.349 | +1.161 | -82 |
553 | swin_base_patch4_window7_224.ms_in1k | 224 | 87.871 | 12.129 | 97.558 | 2.442 | 87.77 | 0.900 | bicubic | +4.261 | +1.108 | -95 |
554 | convnext_nano.in12k_ft_in1k | 288 | 87.864 | 12.136 | 97.895 | 2.105 | 15.59 | 1.000 | bicubic | +4.982 | +1.333 | +13 |
555 | ecaresnet101d.miil_in1k | 288 | 87.862 | 12.138 | 97.897 | 2.103 | 44.57 | 0.950 | bicubic | +4.864 | +1.373 | -7 |
556 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 87.858 | 12.142 | 97.720 | 2.280 | 14.25 | 1.000 | bicubic | +4.930 | +1.268 | +2 |
557 | deit_base_patch16_384.fb_in1k | 384 | 87.856 | 12.144 | 97.510 | 2.490 | 86.86 | 1.000 | bicubic | +4.740 | +1.144 | -23 |
558 | efficientnetv2_rw_s.ra2_in1k | 288 | 87.854 | 12.146 | 97.743 | 2.257 | 23.94 | 1.000 | bicubic | +4.966 | +1.115 | +6 |
559 | swin_s3_small_224.ms_in1k | 224 | 87.854 | 12.146 | 97.442 | 2.558 | 49.74 | 0.900 | bicubic | +4.076 | +0.982 | -132 |
560 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 87.847 | 12.153 | 97.703 | 2.297 | 22.52 | 0.950 | bicubic | +5.333 | +1.443 | +66 |
561 | convformer_s18.sail_in1k | 224 | 87.839 | 12.161 | 97.545 | 2.455 | 26.77 | 1.000 | bicubic | +4.871 | +1.301 | -7 |
562 | focalnet_small_srf.ms_in1k | 224 | 87.832 | 12.168 | 97.551 | 2.449 | 49.89 | 0.900 | bicubic | +4.402 | +1.117 | -77 |
563 | xcit_small_12_p8_224.fb_in1k | 224 | 87.828 | 12.172 | 97.564 | 2.436 | 26.21 | 1.000 | bicubic | +4.472 | +1.090 | -62 |
564 | seresnext101_32x8d.ah_in1k | 224 | 87.822 | 12.178 | 97.545 | 2.455 | 93.57 | 0.950 | bicubic | +4.204 | +1.133 | -108 |
565 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 87.815 | 12.185 | 97.752 | 2.248 | 16.78 | 0.950 | bicubic | +4.789 | +1.408 | -21 |
566 | deit3_medium_patch16_224.fb_in1k | 224 | 87.811 | 12.189 | 97.649 | 2.351 | 38.85 | 0.900 | bicubic | +4.725 | +1.363 | -28 |
567 | flexivit_small.600ep_in1k | 240 | 87.809 | 12.191 | 97.568 | 2.432 | 22.06 | 0.950 | bicubic | +5.417 | +1.528 | +76 |
568 | tresnet_xl.miil_in1k_448 | 448 | 87.807 | 12.193 | 97.466 | 2.534 | 78.44 | 0.875 | bilinear | +4.741 | +1.286 | -27 |
569 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 87.805 | 12.195 | 97.760 | 2.240 | 88.22 | 0.900 | bicubic | +4.499 | +1.230 | -61 |
570 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 87.796 | 12.204 | 97.903 | 2.097 | 25.55 | 0.875 | bicubic | +4.976 | +1.377 | +3 |
571 | nextvit_small.bd_in1k | 224 | 87.796 | 12.204 | 97.677 | 2.323 | 31.76 | 0.950 | bicubic | +5.176 | +1.455 | +33 |
572 | regnetz_c16_evos.ch_in1k | 256 | 87.794 | 12.206 | 97.824 | 2.176 | 13.49 | 0.950 | bicubic | +5.852 | +1.854 | +146 |
573 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 87.787 | 12.213 | 97.888 | 2.112 | 14.36 | 0.900 | bicubic | +5.153 | +1.258 | +27 |
574 | repvit_m1_5.dist_300e_in1k | 224 | 87.785 | 12.215 | 97.645 | 2.355 | 14.64 | 0.950 | bicubic | +5.403 | +1.619 | +71 |
575 | convnext_tiny.fb_in1k | 288 | 87.762 | 12.238 | 97.587 | 2.413 | 28.59 | 1.000 | bicubic | +5.068 | +1.443 | +15 |
576 | efficientnet_b4.ra2_in1k | 320 | 87.757 | 12.242 | 97.630 | 2.370 | 19.34 | 0.875 | bicubic | +5.103 | +1.494 | +18 |
577 | regnety_064.ra3_in1k | 224 | 87.751 | 12.249 | 97.609 | 2.391 | 30.58 | 0.950 | bicubic | +4.745 | +1.313 | -31 |
578 | regnety_320.tv2_in1k | 224 | 87.745 | 12.255 | 97.673 | 2.327 | 145.05 | 0.965 | bicubic | +4.571 | +1.257 | -59 |
579 | rdnet_tiny.nv_in1k | 224 | 87.743 | 12.257 | 97.703 | 2.297 | 23.86 | 0.900 | bicubic | +4.923 | +1.425 | -4 |
580 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 87.738 | 12.262 | 97.891 | 2.109 | 15.62 | 1.000 | bicubic | +5.072 | +1.345 | +12 |
581 | tresnet_m.miil_in21k_ft_in1k | 224 | 87.736 | 12.264 | 97.525 | 2.474 | 31.39 | 0.875 | bilinear | +4.646 | +1.413 | -44 |
582 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 87.728 | 12.272 | 97.686 | 2.314 | 11.07 | 1.000 | bicubic | +5.232 | +1.406 | +47 |
583 | twins_pcpvt_base.in1k | 224 | 87.725 | 12.274 | 97.722 | 2.278 | 43.83 | 0.900 | bicubic | +5.004 | +1.374 | +2 |
584 | hgnet_small.paddle_in1k | 288 | 87.725 | 12.274 | 97.664 | 2.336 | 24.36 | 1.000 | bicubic | +5.511 | +1.440 | +91 |
585 | mvitv2_tiny.fb_in1k | 224 | 87.723 | 12.277 | 97.562 | 2.438 | 24.17 | 0.900 | bicubic | +5.315 | +1.412 | +54 |
586 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 87.719 | 12.281 | 97.814 | 2.186 | 13.68 | 1.000 | bicubic | +5.239 | +1.514 | +45 |
587 | seresnext101d_32x8d.ah_in1k | 224 | 87.717 | 12.283 | 97.709 | 2.291 | 93.59 | 0.950 | bicubic | +4.017 | +0.923 | -145 |
588 | resnext101_64x4d.tv_in1k | 224 | 87.717 | 12.283 | 97.585 | 2.415 | 83.46 | 0.875 | bilinear | +4.739 | +1.333 | -36 |
589 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 87.708 | 12.292 | 97.572 | 2.428 | 15.50 | 0.950 | bicubic | +4.728 | +1.300 | -38 |
590 | resnetrs152.tf_in1k | 256 | 87.689 | 12.311 | 97.525 | 2.474 | 86.62 | 1.000 | bicubic | +4.803 | +0.893 | -24 |
591 | swin_small_patch4_window7_224.ms_in1k | 224 | 87.685 | 12.315 | 97.568 | 2.432 | 49.61 | 0.900 | bicubic | +4.457 | +1.242 | -75 |
592 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 87.681 | 12.319 | 97.946 | 2.054 | 44.54 | 1.000 | bilinear | +5.349 | +1.420 | +61 |
593 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 87.676 | 12.324 | 97.673 | 2.327 | 10.59 | 1.000 | bicubic | +5.070 | +1.363 | +17 |
594 | rexnet_300.nav_in1k | 224 | 87.674 | 12.326 | 97.611 | 2.389 | 34.71 | 0.875 | bicubic | +4.894 | +1.377 | -16 |
595 | cs3edgenet_x.c2_in1k | 288 | 87.672 | 12.328 | 97.662 | 2.338 | 47.82 | 1.000 | bicubic | +4.926 | +1.272 | -13 |
596 | coat_small.in1k | 224 | 87.664 | 12.336 | 97.538 | 2.462 | 21.69 | 0.900 | bicubic | +5.288 | +1.324 | +50 |
597 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 87.662 | 12.338 | 97.788 | 2.212 | 11.07 | 0.950 | bicubic | +5.300 | +1.532 | +51 |
598 | efficientnetv2_rw_t.ra2_in1k | 288 | 87.655 | 12.345 | 97.679 | 2.321 | 13.65 | 1.000 | bicubic | +5.301 | +1.501 | +53 |
599 | resnetaa50d.sw_in12k_ft_in1k | 288 | 87.653 | 12.347 | 97.805 | 2.195 | 25.58 | 1.000 | bicubic | +5.009 | +1.315 | -2 |
600 | pnasnet5large.tf_in1k | 331 | 87.653 | 12.347 | 97.487 | 2.513 | 86.06 | 0.911 | bicubic | +4.825 | +1.449 | -29 |
601 | fastvit_sa24.apple_in1k | 256 | 87.644 | 12.356 | 97.703 | 2.297 | 21.55 | 0.900 | bicubic | +4.938 | +1.425 | -14 |
602 | efficientvit_b2.r256_in1k | 256 | 87.644 | 12.356 | 97.459 | 2.541 | 24.33 | 1.000 | bicubic | +4.932 | +1.367 | -14 |
603 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 87.642 | 12.358 | 97.534 | 2.466 | 23.70 | 0.950 | bicubic | +4.538 | +1.200 | -67 |
604 | twins_svt_base.in1k | 224 | 87.642 | 12.358 | 97.523 | 2.477 | 56.07 | 0.900 | bicubic | +4.518 | +1.095 | -74 |
605 | resnet101.a1h_in1k | 288 | 87.636 | 12.364 | 97.577 | 2.423 | 44.55 | 1.000 | bicubic | +4.834 | +1.257 | -28 |
606 | maxvit_nano_rw_256.sw_in1k | 256 | 87.634 | 12.366 | 97.521 | 2.479 | 15.45 | 0.950 | bicubic | +4.692 | +1.297 | -49 |
607 | swinv2_tiny_window16_256.ms_in1k | 256 | 87.625 | 12.375 | 97.549 | 2.451 | 28.35 | 0.900 | bicubic | +4.797 | +1.327 | -37 |
608 | xcit_medium_24_p8_224.fb_in1k | 224 | 87.625 | 12.375 | 97.203 | 2.797 | 84.32 | 1.000 | bicubic | +3.883 | +0.811 | -173 |
609 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 87.615 | 12.386 | 97.824 | 2.176 | 194.03 | 0.875 | bilinear | +4.269 | +0.980 | -105 |
610 | flexivit_small.300ep_in1k | 240 | 87.615 | 12.386 | 97.607 | 2.393 | 22.06 | 0.950 | bicubic | +5.445 | +1.581 | +74 |
611 | convnext_nano.in12k_ft_in1k | 224 | 87.604 | 12.396 | 97.797 | 2.203 | 15.59 | 0.950 | bicubic | +5.298 | +1.459 | +48 |
612 | regnetv_040.ra3_in1k | 224 | 87.600 | 12.400 | 97.688 | 2.312 | 20.64 | 0.950 | bicubic | +5.152 | +1.484 | +22 |
613 | convnextv2_tiny.fcmae_ft_in1k | 224 | 87.600 | 12.400 | 97.600 | 2.400 | 28.64 | 0.875 | bicubic | +4.652 | +1.314 | -56 |
614 | tf_efficientnet_b4.in1k | 380 | 87.600 | 12.400 | 97.592 | 2.408 | 19.34 | 0.922 | bicubic | +4.992 | +1.568 | -5 |
615 | nest_base_jx.goog_in1k | 224 | 87.600 | 12.400 | 97.517 | 2.483 | 67.72 | 0.875 | bicubic | +4.053 | +1.151 | -149 |
616 | cs3se_edgenet_x.c2ns_in1k | 256 | 87.597 | 12.403 | 97.649 | 2.351 | 50.72 | 0.950 | bicubic | +4.837 | +1.343 | -36 |
617 | convnextv2_nano.fcmae_ft_in1k | 288 | 87.591 | 12.409 | 97.694 | 2.306 | 15.62 | 1.000 | bicubic | +5.095 | +1.466 | +13 |
618 | regnetz_c16.ra3_in1k | 256 | 87.578 | 12.422 | 97.617 | 2.383 | 13.46 | 0.940 | bicubic | +5.418 | +1.563 | +68 |
619 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 87.574 | 12.426 | 97.643 | 2.357 | 25.03 | 0.875 | bilinear | +5.412 | +1.419 | +65 |
620 | davit_tiny.msft_in1k | 224 | 87.574 | 12.426 | 97.585 | 2.415 | 28.36 | 0.950 | bicubic | +4.876 | +1.301 | -31 |
621 | sequencer2d_m.in1k | 224 | 87.574 | 12.426 | 97.583 | 2.417 | 38.31 | 0.875 | bicubic | +4.736 | +1.307 | -53 |
622 | tf_efficientnet_b2.ns_jft_in1k | 260 | 87.572 | 12.428 | 97.651 | 2.349 | 9.11 | 0.890 | bicubic | +5.160 | +1.417 | +16 |
623 | levit_conv_384.fb_dist_in1k | 224 | 87.565 | 12.435 | 97.549 | 2.451 | 39.13 | 0.900 | bicubic | +4.965 | +1.529 | -13 |
624 | levit_384.fb_dist_in1k | 224 | 87.565 | 12.435 | 97.545 | 2.455 | 39.13 | 0.900 | bicubic | +4.967 | +1.529 | -11 |
625 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 87.563 | 12.437 | 97.553 | 2.447 | 88.22 | 0.900 | bicubic | +4.933 | +1.349 | -23 |
626 | ecaresnet50t.ra2_in1k | 320 | 87.550 | 12.450 | 97.666 | 2.334 | 25.57 | 0.950 | bicubic | +5.180 | +1.546 | +21 |
627 | regnetx_320.tv2_in1k | 224 | 87.544 | 12.456 | 97.564 | 2.436 | 107.81 | 0.965 | bicubic | +4.720 | +1.372 | -55 |
628 | inception_next_tiny.sail_in1k | 224 | 87.527 | 12.473 | 97.528 | 2.472 | 28.06 | 0.875 | bicubic | +5.019 | +1.528 | -1 |
629 | vit_base_patch16_rpn_224.sw_in1k | 224 | 87.510 | 12.490 | 97.496 | 2.504 | 86.54 | 0.900 | bicubic | +5.294 | +1.498 | +45 |
630 | pvt_v2_b2_li.in1k | 224 | 87.510 | 12.490 | 97.476 | 2.524 | 22.55 | 0.900 | bicubic | +5.308 | +1.366 | +49 |
631 | efficientformerv2_s2.snap_dist_in1k | 224 | 87.506 | 12.494 | 97.617 | 2.383 | 12.71 | 0.950 | bicubic | +5.356 | +1.705 | +56 |
632 | edgenext_small.usi_in1k | 320 | 87.501 | 12.499 | 97.590 | 2.410 | 5.59 | 1.000 | bicubic | +5.929 | +1.877 | +124 |
633 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 87.489 | 12.511 | 97.816 | 2.184 | 236.34 | 0.875 | bicubic | +4.573 | +1.240 | -74 |
634 | nest_small_jx.goog_in1k | 224 | 87.486 | 12.514 | 97.508 | 2.492 | 38.35 | 0.875 | bicubic | +4.364 | +1.174 | -103 |
635 | coatnet_bn_0_rw_224.sw_in1k | 224 | 87.484 | 12.516 | 97.553 | 2.447 | 27.44 | 0.950 | bicubic | +5.090 | +1.359 | +5 |
636 | rexnetr_200.sw_in12k_ft_in1k | 224 | 87.480 | 12.520 | 97.782 | 2.218 | 16.52 | 0.950 | bicubic | +4.872 | +1.656 | -29 |
637 | efficientnet_b3.ra2_in1k | 320 | 87.478 | 12.522 | 97.703 | 2.297 | 12.23 | 1.000 | bicubic | +5.180 | +1.575 | +25 |
638 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 87.476 | 12.524 | 97.528 | 2.472 | 86.43 | 0.900 | bicubic | +4.714 | +1.350 | -59 |
639 | vit_relpos_base_patch16_224.sw_in1k | 224 | 87.471 | 12.529 | 97.558 | 2.442 | 86.43 | 0.900 | bicubic | +4.995 | +1.413 | -7 |
640 | regnety_080_tv.tv2_in1k | 224 | 87.463 | 12.537 | 97.634 | 2.366 | 39.38 | 0.965 | bicubic | +4.871 | +1.390 | -26 |
641 | resnet152.a1h_in1k | 224 | 87.459 | 12.541 | 97.400 | 2.600 | 60.19 | 0.950 | bicubic | +4.641 | +1.276 | -65 |
642 | wide_resnet50_2.racm_in1k | 288 | 87.454 | 12.546 | 97.562 | 2.438 | 68.88 | 0.950 | bicubic | +5.188 | +1.500 | +25 |
643 | regnetx_160.tv2_in1k | 224 | 87.454 | 12.546 | 97.427 | 2.573 | 54.28 | 0.965 | bicubic | +4.878 | +1.371 | -24 |
644 | fbnetv3_g.ra2_in1k | 288 | 87.444 | 12.556 | 97.547 | 2.453 | 16.62 | 0.950 | bilinear | +5.404 | +1.483 | +56 |
645 | resnext101_64x4d.c1_in1k | 288 | 87.437 | 12.563 | 97.438 | 2.562 | 83.46 | 1.000 | bicubic | +4.279 | +1.068 | -119 |
646 | resnet61q.ra2_in1k | 288 | 87.435 | 12.565 | 97.607 | 2.393 | 36.85 | 1.000 | bicubic | +4.911 | +1.093 | -23 |
647 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 87.424 | 12.575 | 97.598 | 2.402 | 15.62 | 0.875 | bicubic | +5.386 | +1.424 | +54 |
648 | poolformerv2_m48.sail_in1k | 224 | 87.424 | 12.575 | 97.406 | 2.594 | 73.35 | 1.000 | bicubic | +4.812 | +1.338 | -43 |
649 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 87.416 | 12.584 | 97.647 | 2.353 | 11.22 | 0.965 | bicubic | +5.850 | +1.749 | +108 |
650 | cait_xxs24_384.fb_dist_in1k | 384 | 87.412 | 12.588 | 97.619 | 2.381 | 12.03 | 1.000 | bicubic | +6.450 | +1.977 | +195 |
651 | cs3sedarknet_l.c2ns_in1k | 288 | 87.412 | 12.588 | 97.568 | 2.432 | 21.91 | 0.950 | bicubic | +5.646 | +1.602 | +90 |
652 | tresnet_l.miil_in1k_448 | 448 | 87.403 | 12.597 | 97.487 | 2.513 | 55.99 | 0.875 | bilinear | +5.125 | +1.499 | +14 |
653 | cs3darknet_x.c2ns_in1k | 288 | 87.395 | 12.605 | 97.607 | 2.393 | 35.05 | 1.000 | bicubic | +5.159 | +1.375 | +17 |
654 | resnet51q.ra2_in1k | 288 | 87.388 | 12.612 | 97.581 | 2.419 | 35.70 | 1.000 | bilinear | +5.032 | +1.403 | -4 |
655 | pvt_v2_b2.in1k | 224 | 87.384 | 12.616 | 97.530 | 2.470 | 25.36 | 0.900 | bicubic | +5.290 | +1.574 | +38 |
656 | xcit_tiny_24_p8_224.fb_in1k | 224 | 87.382 | 12.618 | 97.636 | 2.364 | 12.11 | 1.000 | bicubic | +5.492 | +1.656 | +67 |
657 | sequencer2d_s.in1k | 224 | 87.371 | 12.629 | 97.393 | 2.607 | 27.65 | 0.875 | bicubic | +5.035 | +1.361 | -5 |
658 | swinv2_cr_small_224.sw_in1k | 224 | 87.369 | 12.631 | 97.338 | 2.662 | 49.70 | 0.900 | bicubic | +4.243 | +1.228 | -129 |
659 | resnetv2_50d_gn.ah_in1k | 288 | 87.365 | 12.635 | 97.523 | 2.477 | 25.57 | 1.000 | bicubic | +5.403 | +1.587 | +54 |
660 | nfnet_l0.ra2_in1k | 224 | 87.363 | 12.637 | 97.515 | 2.485 | 35.07 | 0.900 | bicubic | +5.495 | +1.479 | +63 |
661 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 87.363 | 12.637 | 97.455 | 2.545 | 38.76 | 0.900 | bicubic | +4.791 | +1.379 | -40 |
662 | nasnetalarge.tf_in1k | 331 | 87.363 | 12.637 | 97.429 | 2.571 | 88.75 | 0.911 | bicubic | +4.727 | +1.369 | -62 |
663 | seresnext50_32x4d.racm_in1k | 288 | 87.358 | 12.642 | 97.609 | 2.391 | 27.56 | 0.950 | bicubic | +5.172 | +1.461 | +17 |
664 | coat_lite_small.in1k | 224 | 87.358 | 12.642 | 97.370 | 2.630 | 19.84 | 0.900 | bicubic | +5.056 | +1.536 | -3 |
665 | fastvit_sa12.apple_dist_in1k | 256 | 87.356 | 12.644 | 97.491 | 2.509 | 11.58 | 0.900 | bicubic | +5.514 | +1.767 | +67 |
666 | resnet101d.ra2_in1k | 256 | 87.350 | 12.650 | 97.624 | 2.376 | 44.57 | 0.950 | bicubic | +5.098 | +1.556 | +2 |
667 | crossvit_18_dagger_240.in1k | 240 | 87.341 | 12.659 | 97.451 | 2.549 | 44.27 | 0.875 | bicubic | +4.837 | +1.383 | -39 |
668 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 87.337 | 12.663 | 97.385 | 2.615 | 27.91 | 0.900 | bicubic | +4.513 | +1.183 | -95 |
669 | wide_resnet101_2.tv2_in1k | 224 | 87.331 | 12.669 | 97.406 | 2.594 | 126.89 | 0.965 | bilinear | +4.814 | +1.394 | -44 |
670 | regnety_040.ra3_in1k | 224 | 87.328 | 12.672 | 97.607 | 2.393 | 20.65 | 0.950 | bicubic | +5.012 | +1.531 | -15 |
671 | crossvit_18_240.in1k | 240 | 87.328 | 12.672 | 97.478 | 2.522 | 43.27 | 0.875 | bicubic | +4.942 | +1.412 | -26 |
672 | repvit_m3.dist_in1k | 224 | 87.324 | 12.676 | 97.474 | 2.526 | 10.68 | 0.950 | bicubic | +5.830 | +1.912 | +96 |
673 | resnext101_32x8d.tv2_in1k | 224 | 87.318 | 12.682 | 97.562 | 2.438 | 88.79 | 0.965 | bilinear | +4.486 | +1.330 | -104 |
674 | hrnet_w18_ssld.paddle_in1k | 224 | 87.316 | 12.684 | 97.472 | 2.528 | 21.30 | 0.950 | bilinear | +6.184 | +1.838 | +153 |
675 | convnext_tiny.fb_in1k | 224 | 87.309 | 12.691 | 97.444 | 2.556 | 28.59 | 0.875 | bicubic | +5.243 | +1.590 | +20 |
676 | focalnet_tiny_srf.ms_in1k | 224 | 87.303 | 12.697 | 97.412 | 2.588 | 28.43 | 0.900 | bicubic | +5.159 | +1.442 | +12 |
677 | resnetv2_101.a1h_in1k | 224 | 87.301 | 12.699 | 97.329 | 2.671 | 44.54 | 0.950 | bicubic | +5.259 | +1.463 | +22 |
678 | resnest101e.in1k | 256 | 87.299 | 12.701 | 97.558 | 2.442 | 48.28 | 0.875 | bilinear | +4.383 | +1.248 | -118 |
679 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 224 | 87.296 | 12.704 | 97.801 | 2.199 | 28.29 | 0.900 | bicubic | +6.330 | +1.781 | +166 |
680 | ecaresnet101d.miil_in1k | 224 | 87.296 | 12.704 | 97.560 | 2.440 | 44.57 | 0.875 | bicubic | +5.110 | +1.498 | +1 |
681 | ecaresnet50d.miil_in1k | 288 | 87.294 | 12.706 | 97.658 | 2.342 | 25.58 | 0.950 | bicubic | +5.654 | +1.772 | +68 |
682 | gcvit_xtiny.in1k | 224 | 87.292 | 12.708 | 97.478 | 2.522 | 19.98 | 0.875 | bicubic | +5.324 | +1.513 | +29 |
683 | cs3sedarknet_x.c2ns_in1k | 256 | 87.290 | 12.710 | 97.532 | 2.468 | 35.40 | 0.887 | bicubic | +5.364 | +1.510 | +38 |
684 | tiny_vit_11m_224.in1k | 224 | 87.286 | 12.714 | 97.500 | 2.500 | 11.00 | 0.950 | bicubic | +5.748 | +1.630 | +77 |
685 | eca_nfnet_l0.ra2_in1k | 224 | 87.281 | 12.719 | 97.551 | 2.449 | 24.14 | 0.900 | bicubic | +5.517 | +2.281 | +56 |
686 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 87.277 | 12.723 | 97.442 | 2.558 | 15.15 | 0.900 | bicubic | +5.215 | +1.572 | +11 |
687 | coatnext_nano_rw_224.sw_in1k | 224 | 87.273 | 12.727 | 97.521 | 2.479 | 14.70 | 0.900 | bicubic | +5.275 | +2.227 | +18 |
688 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 87.264 | 12.736 | 97.536 | 2.464 | 9.72 | 1.000 | bicubic | +6.384 | +1.774 | +172 |
689 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 87.256 | 12.744 | 97.451 | 2.549 | 38.73 | 0.900 | bicubic | +4.948 | +1.469 | -31 |
690 | ecaresnet101d_pruned.miil_in1k | 288 | 87.254 | 12.746 | 97.718 | 2.282 | 24.88 | 0.950 | bicubic | +5.248 | +1.554 | +13 |
691 | regnety_032.ra_in1k | 224 | 87.251 | 12.748 | 97.551 | 2.449 | 19.44 | 0.950 | bicubic | +5.309 | +1.401 | +28 |
692 | regnety_160.tv2_in1k | 224 | 87.243 | 12.757 | 97.472 | 2.528 | 83.59 | 0.965 | bicubic | +4.597 | +1.242 | -96 |
693 | tresnet_xl.miil_in1k | 224 | 87.234 | 12.765 | 97.395 | 2.605 | 78.44 | 0.875 | bilinear | +5.171 | +1.465 | +3 |
694 | poolformer_m48.sail_in1k | 224 | 87.232 | 12.768 | 97.308 | 2.692 | 73.47 | 0.950 | bicubic | +4.770 | +1.340 | -60 |
695 | resnetrs101.tf_in1k | 288 | 87.230 | 12.770 | 97.455 | 2.545 | 63.62 | 0.940 | bicubic | +4.936 | +1.517 | -31 |
696 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 87.222 | 12.778 | 97.438 | 2.562 | 6.71 | 1.000 | bicubic | +6.010 | +1.822 | +119 |
697 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 87.215 | 12.785 | 97.419 | 2.581 | 59.88 | 0.875 | bilinear | +4.905 | +1.705 | -40 |
698 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 87.207 | 12.793 | 97.470 | 2.530 | 6.72 | 1.000 | bicubic | +6.255 | +2.038 | +150 |
699 | tf_efficientnet_b3.ap_in1k | 300 | 87.207 | 12.793 | 97.389 | 2.611 | 12.23 | 0.904 | bicubic | +5.353 | +1.781 | +31 |
700 | convit_base.fb_in1k | 224 | 87.205 | 12.795 | 97.293 | 2.707 | 86.54 | 0.875 | bicubic | +4.911 | +1.293 | -35 |
701 | resnetv2_50d_evos.ah_in1k | 288 | 87.202 | 12.798 | 97.421 | 2.579 | 25.59 | 1.000 | bicubic | +5.202 | +1.523 | +3 |
702 | resnet152.tv2_in1k | 224 | 87.194 | 12.806 | 97.410 | 2.590 | 60.19 | 0.965 | bilinear | +4.900 | +1.410 | -39 |
703 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 87.185 | 12.815 | 97.461 | 2.539 | 88.22 | 0.900 | bicubic | +5.239 | +1.487 | +13 |
704 | cs3edgenet_x.c2_in1k | 256 | 87.177 | 12.823 | 97.519 | 2.481 | 47.82 | 0.887 | bicubic | +4.963 | +1.623 | -28 |
705 | visformer_small.in1k | 224 | 87.175 | 12.825 | 97.325 | 2.675 | 40.22 | 0.900 | bicubic | +5.079 | +1.449 | -13 |
706 | focalnet_tiny_lrf.ms_in1k | 224 | 87.172 | 12.828 | 97.374 | 2.626 | 28.65 | 0.900 | bicubic | +4.998 | +1.426 | -24 |
707 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 87.172 | 12.828 | 97.305 | 2.695 | 38.74 | 0.900 | bicubic | +4.922 | +1.377 | -38 |
708 | convnext_tiny_hnf.a2h_in1k | 288 | 87.162 | 12.838 | 97.282 | 2.718 | 28.59 | 1.000 | bicubic | +4.554 | +0.890 | -99 |
709 | crossvit_15_dagger_240.in1k | 240 | 87.156 | 12.845 | 97.440 | 2.560 | 28.21 | 0.875 | bicubic | +4.850 | +1.472 | -49 |
710 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 87.153 | 12.847 | 97.301 | 2.699 | 32.59 | 0.950 | bicubic | +5.289 | +1.605 | +16 |
711 | coatnet_0_rw_224.sw_in1k | 224 | 87.153 | 12.847 | 97.214 | 2.786 | 27.44 | 0.950 | bicubic | +4.759 | +1.370 | -70 |
712 | swin_s3_tiny_224.ms_in1k | 224 | 87.149 | 12.851 | 97.308 | 2.692 | 28.33 | 0.900 | bicubic | +5.021 | +1.350 | -23 |
713 | xcit_small_24_p16_224.fb_in1k | 224 | 87.147 | 12.853 | 97.256 | 2.744 | 47.67 | 1.000 | bicubic | +4.567 | +1.002 | -95 |
714 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 87.138 | 12.862 | 97.504 | 2.496 | 38.75 | 0.900 | bicubic | +4.672 | +1.420 | -81 |
715 | resnetaa50d.sw_in12k_ft_in1k | 224 | 87.130 | 12.870 | 97.594 | 2.406 | 25.58 | 0.950 | bicubic | +5.348 | +1.558 | +23 |
716 | cs3darknet_x.c2ns_in1k | 256 | 87.119 | 12.881 | 97.455 | 2.545 | 35.05 | 0.950 | bicubic | +5.263 | +1.715 | +11 |
717 | repvit_m1_1.dist_450e_in1k | 224 | 87.109 | 12.892 | 97.412 | 2.588 | 8.80 | 0.950 | bicubic | +5.806 | +1.840 | +84 |
718 | efficientvit_b2.r224_in1k | 224 | 87.106 | 12.894 | 97.184 | 2.816 | 24.33 | 0.950 | bicubic | +4.944 | +1.474 | -33 |
719 | swinv2_tiny_window8_256.ms_in1k | 256 | 87.100 | 12.900 | 97.517 | 2.483 | 28.35 | 0.900 | bicubic | +5.276 | +1.529 | +15 |
720 | resnet101.a1h_in1k | 224 | 87.083 | 12.917 | 97.263 | 2.737 | 44.55 | 0.950 | bicubic | +5.133 | +1.503 | -5 |
721 | pit_s_distilled_224.in1k | 224 | 87.081 | 12.919 | 97.372 | 2.628 | 24.04 | 0.900 | bicubic | +5.239 | +1.672 | +10 |
722 | xception41p.ra3_in1k | 299 | 87.074 | 12.926 | 97.212 | 2.788 | 26.91 | 0.940 | bicubic | +5.094 | +1.470 | -13 |
723 | ecaresnet50t.a1_in1k | 288 | 87.072 | 12.928 | 97.120 | 2.880 | 25.57 | 1.000 | bicubic | +4.960 | +1.466 | -33 |
724 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 87.066 | 12.934 | 97.523 | 2.477 | 11.22 | 0.965 | bicubic | +6.320 | +2.025 | +156 |
725 | resnet101.a1_in1k | 288 | 87.066 | 12.934 | 96.932 | 3.068 | 44.55 | 1.000 | bicubic | +4.744 | +1.304 | -70 |
726 | resnext50_32x4d.a1h_in1k | 288 | 87.057 | 12.943 | 97.331 | 2.669 | 25.03 | 1.000 | bicubic | +5.045 | +1.399 | -24 |
727 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 87.053 | 12.947 | 97.442 | 2.558 | 18.45 | 0.888 | bicubic | +4.731 | +1.502 | -73 |
728 | regnetz_b16.ra3_in1k | 288 | 87.049 | 12.951 | 97.410 | 2.590 | 9.72 | 1.000 | bicubic | +6.311 | +1.880 | +153 |
729 | poolformerv2_m36.sail_in1k | 224 | 87.044 | 12.956 | 97.265 | 2.735 | 56.08 | 1.000 | bicubic | +4.830 | +1.327 | -52 |
730 | convit_small.fb_in1k | 224 | 87.038 | 12.962 | 97.338 | 2.662 | 27.78 | 0.875 | bicubic | +5.624 | +1.602 | +58 |
731 | gcresnet50t.ra2_in1k | 288 | 87.036 | 12.964 | 97.395 | 2.605 | 25.90 | 1.000 | bicubic | +5.578 | +1.673 | +46 |
732 | swinv2_cr_tiny_ns_224.sw_in1k | 224 | 87.036 | 12.964 | 97.286 | 2.714 | 28.33 | 0.900 | bicubic | +5.240 | +1.462 | +5 |
733 | crossvit_15_240.in1k | 240 | 87.032 | 12.968 | 97.425 | 2.575 | 27.53 | 0.875 | bicubic | +5.514 | +1.729 | +30 |
734 | nest_tiny_jx.goog_in1k | 224 | 87.023 | 12.977 | 97.397 | 2.603 | 17.06 | 0.875 | bicubic | +5.595 | +1.771 | +49 |
735 | tf_efficientnetv2_b3.in1k | 300 | 87.023 | 12.977 | 97.297 | 2.703 | 14.36 | 0.904 | bicubic | +5.063 | +1.523 | -20 |
736 | resnet152.a2_in1k | 288 | 87.017 | 12.983 | 96.913 | 3.087 | 60.19 | 1.000 | bicubic | +4.397 | +1.169 | -132 |
737 | coatnet_nano_rw_224.sw_in1k | 224 | 87.006 | 12.994 | 97.261 | 2.739 | 15.14 | 0.900 | bicubic | +5.302 | +1.611 | +7 |
738 | resnet50d.ra4_e3600_r224_in1k | 288 | 87.000 | 13.000 | 97.425 | 2.575 | 25.58 | 1.000 | bicubic | +5.170 | +1.505 | -7 |
739 | resnet61q.ra2_in1k | 256 | 87.000 | 13.000 | 97.404 | 2.596 | 36.85 | 0.900 | bicubic | +5.034 | +1.552 | -29 |
740 | efficientnet_b1.ra4_e3600_r240_in1k | 288 | 87.000 | 13.000 | 97.320 | 2.679 | 7.79 | 1.000 | bicubic | +5.566 | +1.624 | +44 |
741 | deit3_small_patch16_224.fb_in1k | 224 | 87.000 | 13.000 | 97.150 | 2.850 | 22.06 | 0.900 | bicubic | +5.626 | +1.598 | +54 |
742 | xcit_small_12_p16_224.fb_in1k | 224 | 86.995 | 13.005 | 97.252 | 2.748 | 26.25 | 1.000 | bicubic | +5.013 | +1.438 | -34 |
743 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 86.991 | 13.009 | 97.355 | 2.645 | 14.25 | 0.888 | bicubic | +5.047 | +1.561 | -26 |
744 | deit_small_distilled_patch16_224.fb_in1k | 224 | 86.985 | 13.015 | 97.314 | 2.686 | 22.44 | 0.900 | bicubic | +5.769 | +1.934 | +70 |
745 | resmlp_36_224.fb_distilled_in1k | 224 | 86.980 | 13.020 | 97.271 | 2.729 | 44.69 | 0.875 | bicubic | +5.830 | +1.763 | +76 |
746 | hgnet_small.paddle_in1k | 224 | 86.976 | 13.024 | 97.412 | 2.588 | 24.36 | 0.965 | bicubic | +5.550 | +1.566 | +39 |
747 | regnety_032.tv2_in1k | 224 | 86.974 | 13.026 | 97.410 | 2.590 | 19.44 | 0.965 | bicubic | +5.176 | +1.564 | -12 |
748 | poolformer_m36.sail_in1k | 224 | 86.965 | 13.035 | 97.139 | 2.861 | 56.17 | 0.950 | bicubic | +4.861 | +1.441 | -57 |
749 | xcit_large_24_p16_224.fb_in1k | 224 | 86.961 | 13.039 | 96.921 | 3.079 | 189.10 | 1.000 | bicubic | +4.071 | +1.039 | -187 |
750 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 86.959 | 13.041 | 97.468 | 2.532 | 11.07 | 1.000 | bicubic | +5.675 | +1.728 | +53 |
751 | resnet101.a2_in1k | 288 | 86.946 | 13.054 | 96.987 | 3.013 | 44.55 | 1.000 | bicubic | +4.722 | +1.249 | -78 |
752 | edgenext_small.usi_in1k | 256 | 86.944 | 13.056 | 97.282 | 2.718 | 5.59 | 0.950 | bicubic | +5.880 | +1.952 | +84 |
753 | xcit_medium_24_p16_224.fb_in1k | 224 | 86.942 | 13.058 | 97.094 | 2.906 | 84.40 | 1.000 | bicubic | +4.310 | +1.114 | -152 |
754 | resnet51q.ra2_in1k | 256 | 86.940 | 13.060 | 97.466 | 2.534 | 35.70 | 0.875 | bilinear | +5.162 | +1.516 | -15 |
755 | resnet101.tv2_in1k | 224 | 86.927 | 13.073 | 97.252 | 2.748 | 44.55 | 0.965 | bilinear | +5.021 | +1.484 | -33 |
756 | poolformerv2_s36.sail_in1k | 224 | 86.925 | 13.075 | 97.359 | 2.641 | 30.79 | 1.000 | bicubic | +5.349 | +1.679 | -1 |
757 | cs3sedarknet_l.c2ns_in1k | 256 | 86.921 | 13.079 | 97.417 | 2.583 | 21.91 | 0.887 | bicubic | +5.701 | +1.611 | +56 |
758 | resnetv2_50.a1h_in1k | 288 | 86.918 | 13.082 | 97.338 | 2.662 | 25.55 | 1.000 | bicubic | +5.510 | +1.626 | +31 |
759 | tnt_s_patch16_224 | 224 | 86.914 | 13.086 | 97.361 | 2.639 | 23.76 | 0.900 | bicubic | +5.386 | +1.627 | +3 |
760 | convnext_tiny_hnf.a2h_in1k | 224 | 86.908 | 13.092 | 97.271 | 2.729 | 28.59 | 0.950 | bicubic | +4.678 | +1.411 | -89 |
761 | convmixer_1536_20.in1k | 224 | 86.906 | 13.094 | 97.353 | 2.647 | 51.63 | 0.960 | bicubic | +5.536 | +1.723 | +34 |
762 | vit_relpos_small_patch16_224.sw_in1k | 224 | 86.903 | 13.097 | 97.489 | 2.511 | 21.98 | 0.900 | bicubic | +5.427 | +1.665 | +10 |
763 | convnextv2_nano.fcmae_ft_in1k | 224 | 86.891 | 13.109 | 97.267 | 2.733 | 15.62 | 0.875 | bicubic | +5.035 | +1.311 | -35 |
764 | resnet152.a1_in1k | 288 | 86.886 | 13.114 | 96.802 | 3.198 | 60.19 | 1.000 | bicubic | +4.142 | +1.082 | -181 |
765 | rexnet_200.nav_in1k | 224 | 86.863 | 13.137 | 97.278 | 2.722 | 16.37 | 0.875 | bicubic | +5.223 | +1.610 | -15 |
766 | ecaresnetlight.miil_in1k | 288 | 86.861 | 13.139 | 97.489 | 2.511 | 30.16 | 0.950 | bicubic | +5.445 | +1.695 | +20 |
767 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 86.859 | 13.141 | 97.596 | 2.404 | 22.05 | 0.900 | bicubic | +5.445 | +1.446 | +19 |
768 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 86.859 | 13.141 | 97.536 | 2.464 | 36.43 | 0.900 | bicubic | +5.015 | +1.512 | -37 |
769 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 86.852 | 13.148 | 97.519 | 2.481 | 194.03 | 0.875 | bilinear | +4.972 | +1.419 | -45 |
770 | tf_efficientnet_b3.aa_in1k | 300 | 86.848 | 13.152 | 97.297 | 2.703 | 12.23 | 0.904 | bicubic | +5.200 | +1.573 | -22 |
771 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 86.835 | 13.165 | 97.276 | 2.724 | 5.76 | 1.000 | bicubic | +6.163 | +1.750 | +123 |
772 | deit_base_patch16_224.fb_in1k | 224 | 86.827 | 13.173 | 97.062 | 2.938 | 86.57 | 0.900 | bicubic | +4.847 | +1.274 | -62 |
773 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 86.825 | 13.175 | 97.329 | 2.671 | 11.07 | 0.950 | bicubic | +5.350 | +1.637 | +1 |
774 | efficientnet_b3.ra2_in1k | 288 | 86.818 | 13.182 | 97.346 | 2.654 | 12.23 | 0.875 | bicubic | +5.344 | +1.676 | -1 |
775 | tresnet_m.miil_in1k_448 | 448 | 86.818 | 13.182 | 97.203 | 2.797 | 31.39 | 0.875 | bilinear | +5.108 | +1.641 | -32 |
776 | coat_mini.in1k | 224 | 86.816 | 13.184 | 97.154 | 2.846 | 10.34 | 0.900 | bicubic | +5.512 | +1.766 | +24 |
777 | repvit_m1_1.dist_300e_in1k | 224 | 86.807 | 13.193 | 97.314 | 2.686 | 8.80 | 0.950 | bicubic | +5.981 | +2.140 | +92 |
778 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 86.805 | 13.195 | 97.496 | 2.504 | 25.56 | 0.875 | bilinear | +5.659 | +1.930 | +45 |
779 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 86.801 | 13.199 | 97.474 | 2.526 | 88.79 | 0.875 | bilinear | +5.181 | +1.438 | -28 |
780 | tf_efficientnet_lite4.in1k | 380 | 86.801 | 13.199 | 97.254 | 2.746 | 13.01 | 0.920 | bilinear | +5.255 | +1.588 | -20 |
781 | resnetaa50.a1h_in1k | 288 | 86.799 | 13.201 | 97.359 | 2.641 | 25.56 | 1.000 | bicubic | +5.195 | +1.551 | -28 |
782 | resnext101_64x4d.c1_in1k | 224 | 86.784 | 13.216 | 97.152 | 2.848 | 83.46 | 0.950 | bicubic | +4.338 | +1.232 | -145 |
783 | cs3darknet_l.c2ns_in1k | 288 | 86.780 | 13.220 | 97.472 | 2.528 | 21.16 | 0.950 | bicubic | +5.892 | +1.810 | +72 |
784 | ese_vovnet39b.ra_in1k | 288 | 86.780 | 13.220 | 97.374 | 2.626 | 24.57 | 0.950 | bicubic | +6.402 | +1.676 | +153 |
785 | cs3darknet_focus_l.c2ns_in1k | 288 | 86.778 | 13.223 | 97.385 | 2.615 | 21.15 | 0.950 | bicubic | +5.868 | +1.707 | +69 |
786 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 86.775 | 13.225 | 97.271 | 2.729 | 13.68 | 1.000 | bicubic | +5.507 | +1.645 | +21 |
787 | regnetx_080.tv2_in1k | 224 | 86.775 | 13.225 | 97.182 | 2.818 | 39.57 | 0.965 | bicubic | +5.215 | +1.640 | -29 |
788 | tresnet_l.miil_in1k | 224 | 86.773 | 13.227 | 97.273 | 2.727 | 55.99 | 0.875 | bilinear | +5.275 | +1.621 | -21 |
789 | seresnet50.ra2_in1k | 288 | 86.771 | 13.229 | 97.359 | 2.641 | 28.09 | 0.950 | bicubic | +5.489 | +1.707 | +16 |
790 | twins_svt_small.in1k | 224 | 86.769 | 13.231 | 97.173 | 2.827 | 24.06 | 0.900 | bicubic | +5.077 | +1.505 | -45 |
791 | fbnetv3_g.ra2_in1k | 240 | 86.767 | 13.233 | 97.244 | 2.756 | 16.62 | 0.950 | bilinear | +5.515 | +1.562 | +19 |
792 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 86.756 | 13.244 | 97.453 | 2.547 | 86.57 | 0.900 | bicubic | +4.970 | +1.329 | -56 |
793 | ecaresnet50t.a2_in1k | 288 | 86.756 | 13.244 | 97.075 | 2.925 | 25.57 | 1.000 | bicubic | +5.074 | +1.543 | -46 |
794 | resnet50d.ra2_in1k | 288 | 86.752 | 13.248 | 97.374 | 2.626 | 25.58 | 0.950 | bicubic | +5.402 | +1.632 | +2 |
795 | convnextv2_pico.fcmae_ft_in1k | 288 | 86.748 | 13.252 | 97.329 | 2.671 | 9.07 | 0.950 | bicubic | +5.692 | +1.851 | +42 |
796 | resnet50_gn.a1h_in1k | 288 | 86.746 | 13.255 | 97.444 | 2.556 | 25.56 | 0.950 | bicubic | +5.538 | +1.812 | +19 |
797 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 86.746 | 13.255 | 97.248 | 2.752 | 13.42 | 0.950 | bicubic | +6.478 | +1.888 | +156 |
798 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 86.743 | 13.257 | 97.318 | 2.682 | 5.39 | 0.950 | bicubic | +5.881 | +1.646 | +66 |
799 | efficientnetv2_rw_t.ra2_in1k | 224 | 86.741 | 13.259 | 97.229 | 2.771 | 13.65 | 1.000 | bicubic | +5.369 | +1.677 | -6 |
800 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 86.741 | 13.259 | 97.220 | 2.780 | 10.59 | 0.888 | bicubic | +5.271 | +1.548 | -25 |
801 | crossvit_base_240.in1k | 240 | 86.741 | 13.259 | 97.118 | 2.882 | 105.03 | 0.875 | bicubic | +4.513 | +1.304 | -127 |
802 | seresnet50.a1_in1k | 288 | 86.741 | 13.259 | 96.953 | 3.047 | 28.09 | 1.000 | bicubic | +5.637 | +1.833 | +29 |
803 | fastvit_s12.apple_dist_in1k | 256 | 86.735 | 13.265 | 97.203 | 2.797 | 9.47 | 0.900 | bicubic | +5.661 | +1.925 | +32 |
804 | convnext_nano_ols.d1h_in1k | 288 | 86.731 | 13.269 | 97.030 | 2.970 | 15.65 | 1.000 | bicubic | +5.119 | +1.404 | -52 |
805 | levit_256.fb_dist_in1k | 224 | 86.724 | 13.276 | 97.254 | 2.746 | 18.89 | 0.900 | bicubic | +5.218 | +1.788 | -40 |
806 | levit_conv_256.fb_dist_in1k | 224 | 86.724 | 13.276 | 97.254 | 2.746 | 18.89 | 0.900 | bicubic | +5.218 | +1.166 | -40 |
807 | crossvit_small_240.in1k | 240 | 86.718 | 13.282 | 97.282 | 2.718 | 26.86 | 0.875 | bicubic | +5.678 | +1.814 | +33 |
808 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 86.711 | 13.289 | 97.244 | 2.756 | 21.97 | 0.900 | bicubic | +5.603 | +1.664 | +22 |
809 | pit_b_224.in1k | 224 | 86.711 | 13.289 | 96.894 | 3.107 | 73.76 | 0.900 | bicubic | +4.251 | +1.186 | -174 |
810 | seresnext50_32x4d.racm_in1k | 224 | 86.705 | 13.295 | 97.203 | 2.797 | 27.56 | 0.875 | bicubic | +5.437 | +1.629 | -5 |
811 | halo2botnet50ts_256.a1h_in1k | 256 | 86.705 | 13.295 | 97.092 | 2.908 | 22.64 | 0.950 | bicubic | +4.621 | +1.434 | -116 |
812 | hgnet_tiny.paddle_in1k | 288 | 86.699 | 13.301 | 97.305 | 2.695 | 14.74 | 1.000 | bicubic | +6.051 | +1.763 | +85 |
813 | wide_resnet50_2.racm_in1k | 224 | 86.696 | 13.304 | 97.210 | 2.791 | 68.88 | 0.875 | bicubic | +5.208 | +1.666 | -43 |
814 | ecaresnet50t.ra2_in1k | 256 | 86.692 | 13.308 | 97.335 | 2.665 | 25.57 | 0.875 | bicubic | +5.246 | +1.657 | -36 |
815 | resnet50.ram_in1k | 288 | 86.692 | 13.308 | 97.195 | 2.805 | 25.56 | 0.950 | bicubic | +6.718 | +2.154 | +169 |
816 | tf_efficientnet_b1.ns_jft_in1k | 240 | 86.688 | 13.312 | 97.393 | 2.607 | 7.79 | 0.882 | bicubic | +5.300 | +1.853 | -26 |
817 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 86.677 | 13.323 | 97.201 | 2.799 | 28.29 | 0.900 | bicubic | +5.289 | +1.443 | -26 |
818 | gernet_l.idstcv_in1k | 256 | 86.675 | 13.325 | 97.203 | 2.797 | 31.08 | 0.875 | bilinear | +5.301 | +1.749 | -26 |
819 | resnet50d.a1_in1k | 288 | 86.669 | 13.331 | 96.689 | 3.312 | 25.58 | 1.000 | bicubic | +5.225 | +1.465 | -39 |
820 | ecaresnet50d_pruned.miil_in1k | 288 | 86.666 | 13.334 | 97.429 | 2.571 | 19.94 | 0.950 | bicubic | +5.858 | +1.851 | +53 |
821 | resnext101_32x8d.tv2_in1k | 176 | 86.652 | 13.348 | 97.203 | 2.797 | 88.79 | 0.875 | bilinear | +4.662 | +1.487 | -114 |
822 | poolformer_s36.sail_in1k | 224 | 86.649 | 13.351 | 97.148 | 2.852 | 30.86 | 0.900 | bicubic | +5.217 | +1.704 | -39 |
823 | twins_pcpvt_small.in1k | 224 | 86.637 | 13.363 | 97.327 | 2.673 | 24.11 | 0.900 | bicubic | +5.515 | +1.711 | +6 |
824 | resmlp_24_224.fb_distilled_in1k | 224 | 86.635 | 13.366 | 97.139 | 2.861 | 30.02 | 0.875 | bicubic | +5.868 | +1.919 | +53 |
825 | efficientnet_b3_pruned.in1k | 300 | 86.632 | 13.368 | 97.175 | 2.825 | 9.86 | 0.904 | bicubic | +5.760 | +1.903 | +38 |
826 | resnet50.c2_in1k | 288 | 86.628 | 13.372 | 97.346 | 2.654 | 25.56 | 1.000 | bicubic | +5.772 | +1.820 | +39 |
827 | repvit_m2.dist_in1k | 224 | 86.628 | 13.372 | 97.212 | 2.788 | 8.80 | 0.950 | bicubic | +6.160 | +2.040 | +91 |
828 | efficientnet_el.ra_in1k | 300 | 86.617 | 13.383 | 97.180 | 2.820 | 10.59 | 0.904 | bicubic | +5.311 | +1.640 | -29 |
829 | resnest50d_4s2x40d.in1k | 224 | 86.615 | 13.385 | 97.284 | 2.716 | 30.42 | 0.875 | bicubic | +5.469 | +1.304 | -5 |
830 | gcresnext50ts.ch_in1k | 288 | 86.605 | 13.395 | 97.177 | 2.823 | 15.67 | 1.000 | bicubic | +5.371 | +1.641 | -18 |
831 | nf_resnet50.ra2_in1k | 288 | 86.598 | 13.402 | 97.297 | 2.703 | 25.56 | 0.940 | bicubic | +5.942 | +1.957 | +64 |
832 | sehalonet33ts.ra2_in1k | 256 | 86.594 | 13.406 | 97.022 | 2.978 | 13.69 | 0.940 | bicubic | +5.622 | +1.750 | +12 |
833 | repvgg_b3.rvgg_in1k | 224 | 86.592 | 13.408 | 97.133 | 2.867 | 123.09 | 0.875 | bilinear | +6.074 | +1.879 | +78 |
834 | sebotnet33ts_256.a1h_in1k | 256 | 86.583 | 13.417 | 96.782 | 3.217 | 13.70 | 0.940 | bicubic | +5.431 | +1.623 | -14 |
835 | resnet50.a1_in1k | 288 | 86.579 | 13.421 | 96.806 | 3.194 | 25.56 | 1.000 | bicubic | +5.339 | +1.694 | -24 |
836 | fastvit_sa12.apple_in1k | 256 | 86.575 | 13.425 | 97.207 | 2.793 | 11.58 | 0.900 | bicubic | +5.735 | +1.863 | +31 |
837 | wide_resnet50_2.tv2_in1k | 224 | 86.564 | 13.436 | 97.250 | 2.750 | 68.88 | 0.965 | bilinear | +4.966 | +1.486 | -83 |
838 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 86.545 | 13.455 | 97.214 | 2.786 | 12.12 | 1.000 | bicubic | +6.079 | +2.012 | +81 |
839 | repvit_m1_0.dist_450e_in1k | 224 | 86.534 | 13.466 | 97.103 | 2.897 | 7.30 | 0.950 | bicubic | +6.088 | +1.797 | +85 |
840 | seresnet50.a2_in1k | 288 | 86.534 | 13.466 | 96.977 | 3.023 | 28.09 | 1.000 | bicubic | +5.442 | +1.741 | -6 |
841 | convnext_nano.d1h_in1k | 288 | 86.526 | 13.474 | 97.177 | 2.823 | 15.59 | 1.000 | bicubic | +5.052 | +1.465 | -66 |
842 | resnet50.c1_in1k | 288 | 86.521 | 13.479 | 97.244 | 2.756 | 25.56 | 1.000 | bicubic | +5.593 | +1.690 | +10 |
843 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 86.511 | 13.489 | 97.466 | 2.534 | 44.18 | 0.875 | bilinear | +5.575 | +1.734 | +8 |
844 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 86.508 | 13.492 | 97.214 | 2.786 | 7.52 | 0.950 | bicubic | +5.959 | +2.028 | +61 |
845 | dm_nfnet_f0.dm_in1k | 192 | 86.506 | 13.494 | 97.293 | 2.707 | 71.49 | 0.900 | bicubic | +5.068 | +1.615 | -64 |
846 | seresnet33ts.ra2_in1k | 288 | 86.504 | 13.496 | 97.180 | 2.820 | 19.78 | 1.000 | bicubic | +5.690 | +1.834 | +26 |
847 | mobilenet_edgetpu_v2_m | 256 | 86.502 | 13.498 | 97.197 | 2.803 | 8.46 | 0.950 | bicubic | +5.820 | +1.753 | +45 |
848 | vit_small_patch16_384.augreg_in1k | 384 | 86.498 | 13.502 | 97.184 | 2.816 | 22.20 | 1.000 | bicubic | +5.364 | +1.608 | -22 |
849 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 86.489 | 13.511 | 97.278 | 2.722 | 9.72 | 1.000 | bicubic | +6.337 | +2.508 | +118 |
850 | halonet50ts.a1h_in1k | 256 | 86.487 | 13.513 | 97.160 | 2.840 | 22.73 | 0.940 | bicubic | +4.837 | +1.546 | -103 |
851 | haloregnetz_b.ra3_in1k | 224 | 86.487 | 13.513 | 96.955 | 3.045 | 11.68 | 0.940 | bicubic | +5.435 | +1.755 | -13 |
852 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 256 | 86.483 | 13.517 | 97.197 | 2.803 | 8.46 | 0.950 | bicubic | +5.799 | +1.755 | +38 |
853 | resnet152.a2_in1k | 224 | 86.483 | 13.517 | 96.595 | 3.405 | 60.19 | 0.950 | bicubic | +4.719 | +0.597 | -110 |
854 | ecaresnet50d.miil_in1k | 224 | 86.472 | 13.528 | 97.184 | 2.816 | 25.58 | 0.875 | bicubic | +5.854 | +1.872 | +45 |
855 | gcresnet50t.ra2_in1k | 256 | 86.470 | 13.530 | 97.130 | 2.869 | 25.90 | 0.900 | bicubic | +5.520 | +1.666 | -6 |
856 | resnet50.d_in1k | 288 | 86.470 | 13.530 | 97.052 | 2.949 | 25.56 | 1.000 | bicubic | +5.458 | +1.596 | -12 |
857 | resnet152s.gluon_in1k | 224 | 86.466 | 13.534 | 97.139 | 2.861 | 60.32 | 0.875 | bicubic | +5.418 | +1.697 | -18 |
858 | mobilevitv2_200.cvnets_in1k | 256 | 86.464 | 13.536 | 96.981 | 3.019 | 18.45 | 0.888 | bicubic | +5.316 | +1.599 | -36 |
859 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 86.462 | 13.538 | 97.617 | 2.383 | 25.55 | 1.000 | bilinear | +6.084 | +2.257 | +76 |
860 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 86.459 | 13.541 | 97.421 | 2.579 | 14.36 | 0.900 | bicubic | +5.383 | +1.501 | -27 |
861 | repvit_m1_0.dist_300e_in1k | 224 | 86.459 | 13.541 | 97.047 | 2.953 | 7.30 | 0.950 | bicubic | +6.307 | +1.749 | +108 |
862 | resnet50.b1k_in1k | 288 | 86.457 | 13.543 | 97.239 | 2.761 | 25.56 | 1.000 | bicubic | +5.751 | +1.807 | +26 |
863 | resnext50d_32x4d.bt_in1k | 288 | 86.453 | 13.547 | 97.154 | 2.846 | 25.05 | 0.950 | bicubic | +5.773 | +1.726 | +30 |
864 | resnet50.tv2_in1k | 224 | 86.449 | 13.551 | 97.145 | 2.855 | 25.56 | 0.965 | bilinear | +5.605 | +1.725 | +2 |
865 | resnest50d_1s4x24d.in1k | 224 | 86.438 | 13.562 | 97.150 | 2.850 | 25.68 | 0.875 | bicubic | +5.420 | +1.814 | -23 |
866 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 86.427 | 13.573 | 97.173 | 2.827 | 6.34 | 1.000 | bicubic | +6.523 | +2.507 | +126 |
867 | regnety_016.tv2_in1k | 224 | 86.412 | 13.588 | 97.205 | 2.795 | 11.20 | 0.965 | bicubic | +5.716 | +1.865 | +23 |
868 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 86.410 | 13.590 | 97.218 | 2.782 | 9.72 | 1.000 | bicubic | +6.572 | +2.024 | +136 |
869 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 86.408 | 13.592 | 97.150 | 2.850 | 11.07 | 0.950 | bicubic | +5.970 | +1.774 | +58 |
870 | poolformerv2_s24.sail_in1k | 224 | 86.395 | 13.605 | 97.126 | 2.874 | 21.34 | 1.000 | bicubic | +5.643 | +1.808 | +9 |
871 | resnet50d.ra4_e3600_r224_in1k | 224 | 86.380 | 13.620 | 97.105 | 2.895 | 25.58 | 0.950 | bicubic | +5.424 | +1.725 | -23 |
872 | resnet152.a1_in1k | 224 | 86.380 | 13.620 | 96.513 | 3.487 | 60.19 | 0.950 | bicubic | +4.382 | +0.625 | -166 |
873 | fastvit_t12.apple_dist_in1k | 256 | 86.368 | 13.632 | 97.086 | 2.914 | 7.55 | 0.900 | bicubic | +6.004 | +2.044 | +65 |
874 | darknet53.c2ns_in1k | 288 | 86.365 | 13.634 | 97.115 | 2.885 | 41.61 | 1.000 | bicubic | +5.823 | +1.689 | +34 |
875 | lamhalobotnet50ts_256.a1h_in1k | 256 | 86.365 | 13.634 | 97.052 | 2.949 | 22.57 | 0.950 | bicubic | +4.817 | +1.558 | -116 |
876 | darknetaa53.c2ns_in1k | 288 | 86.361 | 13.639 | 97.145 | 2.855 | 36.02 | 1.000 | bilinear | +5.833 | +1.817 | +33 |
877 | repvgg_b3g4.rvgg_in1k | 224 | 86.361 | 13.639 | 97.041 | 2.959 | 83.83 | 0.875 | bilinear | +6.113 | +1.939 | +81 |
878 | resnetv2_50d_gn.ah_in1k | 224 | 86.353 | 13.647 | 97.148 | 2.852 | 25.57 | 0.950 | bicubic | +5.559 | +1.792 | -3 |
879 | efficientformer_l1.snap_dist_in1k | 224 | 86.344 | 13.656 | 97.017 | 2.983 | 12.29 | 0.950 | bicubic | +5.842 | +2.025 | +33 |
880 | legacy_senet154.in1k | 224 | 86.344 | 13.656 | 96.925 | 3.075 | 115.09 | 0.875 | bilinear | +5.018 | +1.430 | -82 |
881 | mobilevitv2_175.cvnets_in1k | 256 | 86.342 | 13.658 | 96.970 | 3.030 | 14.25 | 0.888 | bicubic | +5.468 | +1.710 | -19 |
882 | tf_efficientnet_b3.in1k | 300 | 86.342 | 13.658 | 96.936 | 3.064 | 12.23 | 0.904 | bicubic | +5.462 | +1.610 | -21 |
883 | cait_xxs36_224.fb_dist_in1k | 224 | 86.340 | 13.660 | 97.126 | 2.874 | 17.30 | 1.000 | bicubic | +6.602 | +2.264 | +132 |
884 | resnet101.a1_in1k | 224 | 86.340 | 13.660 | 96.543 | 3.457 | 44.55 | 0.950 | bicubic | +4.846 | +1.379 | -115 |
885 | resnext50_32x4d.a1h_in1k | 224 | 86.338 | 13.662 | 96.970 | 3.030 | 25.03 | 0.950 | bicubic | +5.198 | +1.650 | -60 |
886 | resnet50.a1h_in1k | 224 | 86.336 | 13.664 | 97.058 | 2.942 | 25.56 | 1.000 | bicubic | +5.684 | +1.746 | +10 |
887 | nf_resnet50.ra2_in1k | 256 | 86.331 | 13.669 | 97.062 | 2.938 | 25.56 | 0.940 | bicubic | +6.107 | +1.958 | +75 |
888 | resnet50d.a2_in1k | 288 | 86.329 | 13.671 | 96.682 | 3.318 | 25.58 | 1.000 | bicubic | +5.161 | +1.582 | -69 |
889 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 86.323 | 13.677 | 97.094 | 2.906 | 9.72 | 0.950 | bicubic | +6.401 | +1.908 | +95 |
890 | gernet_m.idstcv_in1k | 224 | 86.319 | 13.681 | 97.090 | 2.910 | 21.14 | 0.875 | bilinear | +5.593 | +1.906 | -6 |
891 | cs3darknet_l.c2ns_in1k | 256 | 86.316 | 13.684 | 97.214 | 2.786 | 21.16 | 0.887 | bicubic | +5.962 | +1.910 | +47 |
892 | pit_s_224.in1k | 224 | 86.316 | 13.684 | 97.047 | 2.953 | 23.46 | 0.900 | bicubic | +5.190 | +1.719 | -63 |
893 | resnet50.b2k_in1k | 288 | 86.308 | 13.692 | 97.066 | 2.934 | 25.56 | 1.000 | bicubic | +5.838 | +1.758 | +24 |
894 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 86.306 | 13.694 | 97.431 | 2.568 | 22.92 | 1.000 | bicubic | +5.824 | +1.826 | +21 |
895 | efficientnet_b2.ra_in1k | 288 | 86.304 | 13.696 | 96.994 | 3.006 | 9.11 | 1.000 | bicubic | +5.694 | +1.676 | +6 |
896 | senet154.gluon_in1k | 224 | 86.304 | 13.696 | 96.938 | 3.062 | 115.09 | 0.875 | bicubic | +5.046 | +1.580 | -88 |
897 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 86.295 | 13.705 | 97.133 | 2.867 | 15.25 | 0.950 | bicubic | +6.217 | +2.147 | +79 |
898 | gcresnet33ts.ra2_in1k | 288 | 86.291 | 13.709 | 97.047 | 2.953 | 19.88 | 1.000 | bicubic | +5.703 | +1.725 | +5 |
899 | resnext50_32x4d.a1_in1k | 288 | 86.291 | 13.709 | 96.708 | 3.292 | 25.03 | 1.000 | bicubic | +4.807 | +1.546 | -128 |
900 | regnetz_b16.ra3_in1k | 224 | 86.282 | 13.718 | 96.992 | 3.008 | 9.72 | 0.940 | bicubic | +6.408 | +2.014 | +97 |
901 | resnext50_32x4d.a2_in1k | 288 | 86.274 | 13.726 | 96.697 | 3.303 | 25.03 | 1.000 | bicubic | +4.976 | +1.587 | -99 |
902 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 86.272 | 13.729 | 97.143 | 2.857 | 6.34 | 1.000 | bicubic | +7.224 | +2.261 | +192 |
903 | resnext50_32x4d.tv2_in1k | 224 | 86.272 | 13.729 | 97.041 | 2.959 | 25.03 | 0.965 | bilinear | +5.096 | +1.693 | -85 |
904 | eca_resnet33ts.ra2_in1k | 288 | 86.257 | 13.743 | 97.165 | 2.835 | 19.68 | 1.000 | bicubic | +5.541 | +1.783 | -19 |
905 | gcvit_xxtiny.in1k | 224 | 86.252 | 13.748 | 97.103 | 2.897 | 12.00 | 0.875 | bicubic | +6.502 | +2.043 | +107 |
906 | resnetv2_50d_evos.ah_in1k | 224 | 86.248 | 13.752 | 97.017 | 2.983 | 25.59 | 0.950 | bicubic | +5.420 | +1.747 | -38 |
907 | regnetx_032.tv2_in1k | 224 | 86.240 | 13.761 | 97.084 | 2.917 | 15.30 | 0.965 | bicubic | +5.314 | +1.816 | -54 |
908 | resnest50d.in1k | 224 | 86.220 | 13.780 | 97.062 | 2.938 | 27.48 | 0.875 | bilinear | +5.262 | +1.690 | -62 |
909 | convmixer_768_32.in1k | 224 | 86.220 | 13.780 | 97.024 | 2.976 | 21.11 | 0.960 | bicubic | +6.062 | +1.954 | +56 |
910 | vit_base_patch16_384.augreg_in1k | 384 | 86.220 | 13.780 | 96.962 | 3.038 | 86.86 | 1.000 | bicubic | +5.124 | +1.628 | -76 |
911 | cspdarknet53.ra_in1k | 256 | 86.218 | 13.782 | 96.983 | 3.017 | 27.64 | 0.887 | bilinear | +6.112 | +1.915 | +61 |
912 | cs3darknet_focus_l.c2ns_in1k | 256 | 86.212 | 13.788 | 97.124 | 2.876 | 21.15 | 0.887 | bicubic | +5.960 | +1.826 | +44 |
913 | ecaresnet101d_pruned.miil_in1k | 224 | 86.207 | 13.793 | 97.327 | 2.673 | 24.88 | 0.875 | bicubic | +5.394 | +1.707 | -42 |
914 | efficientnet_b1.ra4_e3600_r240_in1k | 240 | 86.205 | 13.795 | 96.968 | 3.032 | 7.79 | 0.900 | bicubic | +5.801 | +1.820 | +17 |
915 | efficientnet_el_pruned.in1k | 300 | 86.197 | 13.803 | 97.022 | 2.978 | 10.59 | 0.904 | bicubic | +5.903 | +1.804 | +32 |
916 | tresnet_m.miil_in1k | 224 | 86.192 | 13.807 | 96.671 | 3.329 | 31.39 | 0.875 | bilinear | +5.376 | +1.809 | -46 |
917 | rexnet_150.nav_in1k | 224 | 86.178 | 13.822 | 97.073 | 2.927 | 9.73 | 0.875 | bicubic | +5.868 | +1.905 | +25 |
918 | resnet101.a2_in1k | 224 | 86.171 | 13.829 | 96.548 | 3.452 | 44.55 | 0.950 | bicubic | +4.827 | +1.350 | -121 |
919 | xcit_tiny_12_p8_224.fb_in1k | 224 | 86.160 | 13.839 | 97.030 | 2.970 | 6.71 | 1.000 | bicubic | +6.448 | +1.976 | +99 |
920 | ecaresnet50t.a1_in1k | 224 | 86.156 | 13.844 | 96.778 | 3.222 | 25.57 | 0.950 | bicubic | +4.872 | +1.628 | -116 |
921 | inception_v4.tf_in1k | 299 | 86.150 | 13.850 | 96.923 | 3.077 | 42.68 | 0.875 | bicubic | +6.006 | +1.941 | +48 |
922 | resnetrs101.tf_in1k | 192 | 86.148 | 13.852 | 96.881 | 3.119 | 63.62 | 0.940 | bicubic | +5.438 | +1.643 | -35 |
923 | res2net101d.in1k | 224 | 86.143 | 13.857 | 96.844 | 3.156 | 45.23 | 0.875 | bilinear | +4.889 | +1.496 | -114 |
924 | resnet50.a2_in1k | 288 | 86.135 | 13.865 | 96.676 | 3.324 | 25.56 | 1.000 | bicubic | +5.355 | +1.698 | -48 |
925 | efficientvit_b1.r288_in1k | 288 | 86.133 | 13.867 | 96.932 | 3.068 | 9.10 | 1.000 | bicubic | +5.823 | +1.956 | +18 |
926 | inception_resnet_v2.tf_in1k | 299 | 86.129 | 13.871 | 97.034 | 2.966 | 55.84 | 0.897 | bicubic | +5.683 | +2.114 | -2 |
927 | convnext_nano_ols.d1h_in1k | 224 | 86.118 | 13.882 | 96.834 | 3.166 | 15.65 | 0.950 | bicubic | +5.212 | +1.580 | -72 |
928 | resnetaa50.a1h_in1k | 224 | 86.109 | 13.891 | 96.960 | 3.040 | 25.56 | 0.950 | bicubic | +5.495 | +1.748 | -28 |
929 | mobilevitv2_150.cvnets_in1k | 256 | 86.090 | 13.910 | 96.853 | 3.147 | 10.59 | 0.888 | bicubic | +5.686 | +1.811 | +3 |
930 | cspresnext50.ra_in1k | 256 | 86.079 | 13.921 | 97.101 | 2.899 | 20.57 | 0.887 | bilinear | +5.527 | +1.771 | -26 |
931 | tf_efficientnet_el.in1k | 300 | 86.073 | 13.927 | 96.960 | 3.040 | 10.59 | 0.904 | bicubic | +5.831 | +1.842 | +28 |
932 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 86.071 | 13.929 | 97.205 | 2.795 | 25.03 | 0.875 | bilinear | +5.755 | +1.819 | +9 |
933 | resnet101s.gluon_in1k | 224 | 86.067 | 13.933 | 97.032 | 2.968 | 44.67 | 0.875 | bicubic | +5.781 | +1.882 | +15 |
934 | ecaresnet50t.a2_in1k | 224 | 86.064 | 13.936 | 96.725 | 3.275 | 25.57 | 0.950 | bicubic | +5.180 | +1.703 | -75 |
935 | lambda_resnet50ts.a1h_in1k | 256 | 86.060 | 13.940 | 96.742 | 3.258 | 21.54 | 0.950 | bicubic | +4.874 | +1.646 | -118 |
936 | convnext_pico_ols.d1_in1k | 288 | 86.052 | 13.948 | 97.022 | 2.978 | 9.06 | 1.000 | bicubic | +5.594 | +1.774 | -15 |
937 | edgenext_small_rw.sw_in1k | 320 | 86.052 | 13.948 | 96.943 | 3.057 | 7.83 | 1.000 | bicubic | +5.600 | +1.737 | -14 |
938 | ecaresnetlight.miil_in1k | 224 | 86.043 | 13.957 | 97.079 | 2.921 | 30.16 | 0.875 | bicubic | +5.587 | +1.831 | -16 |
939 | poolformer_s24.sail_in1k | 224 | 86.034 | 13.966 | 97.030 | 2.970 | 21.39 | 0.900 | bicubic | +5.734 | +1.970 | +6 |
940 | convnext_pico.d1_in1k | 288 | 86.022 | 13.978 | 96.938 | 3.062 | 9.05 | 0.950 | bicubic | +5.592 | +1.878 | -11 |
941 | efficientformerv2_s1.snap_dist_in1k | 224 | 86.020 | 13.980 | 96.829 | 3.171 | 6.19 | 0.950 | bicubic | +6.336 | +2.139 | +80 |
942 | resnetv2_50.a1h_in1k | 224 | 86.017 | 13.982 | 96.904 | 3.096 | 25.55 | 0.950 | bicubic | +5.611 | +1.820 | -12 |
943 | convnextv2_pico.fcmae_ft_in1k | 224 | 86.011 | 13.989 | 96.987 | 3.013 | 9.07 | 0.875 | bicubic | +5.707 | +1.905 | +1 |
944 | seresnext101_32x4d.gluon_in1k | 224 | 86.009 | 13.991 | 96.981 | 3.019 | 48.96 | 0.875 | bicubic | +5.123 | +1.673 | -86 |
945 | gcresnext50ts.ch_in1k | 256 | 86.007 | 13.993 | 96.966 | 3.034 | 15.67 | 0.900 | bicubic | +5.399 | +1.786 | -43 |
946 | seresnet33ts.ra2_in1k | 256 | 86.005 | 13.995 | 97.007 | 2.993 | 19.78 | 0.900 | bicubic | +5.633 | +1.901 | -9 |
947 | ecaresnet26t.ra2_in1k | 320 | 86.000 | 14.000 | 97.015 | 2.985 | 16.01 | 0.950 | bicubic | +6.100 | +1.945 | +47 |
948 | resnet50d.ra2_in1k | 224 | 86.000 | 14.000 | 96.990 | 3.010 | 25.58 | 0.875 | bicubic | +5.452 | +1.832 | -42 |
949 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 224 | 86.000 | 14.000 | 96.966 | 3.034 | 8.46 | 0.900 | bicubic | +5.870 | +1.968 | +21 |
950 | mobilenet_edgetpu_v2_m | 224 | 85.983 | 14.017 | 96.953 | 3.047 | 8.46 | 0.900 | bicubic | +5.865 | +1.959 | +21 |
951 | resnet152.a3_in1k | 224 | 85.981 | 14.019 | 96.851 | 3.149 | 60.19 | 0.950 | bicubic | +5.433 | +1.847 | -44 |
952 | resnetblur50.bt_in1k | 288 | 85.979 | 14.021 | 96.985 | 3.015 | 25.56 | 0.950 | bicubic | +5.731 | +1.785 | +4 |
953 | tf_efficientnet_b2.ap_in1k | 260 | 85.979 | 14.021 | 96.819 | 3.181 | 9.11 | 0.890 | bicubic | +5.683 | +1.787 | -6 |
954 | tf_efficientnetv2_b3.in1k | 240 | 85.968 | 14.032 | 96.832 | 3.168 | 14.36 | 0.904 | bicubic | +5.256 | +1.656 | -68 |
955 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 85.960 | 14.040 | 97.124 | 2.876 | 88.22 | 0.900 | bicubic | +5.224 | +1.554 | -73 |
956 | resnet50d.a1_in1k | 224 | 85.956 | 14.044 | 96.366 | 3.634 | 25.58 | 0.950 | bicubic | +5.225 | +1.688 | -73 |
957 | seresnext101_64x4d.gluon_in1k | 224 | 85.953 | 14.047 | 96.985 | 3.015 | 88.23 | 0.875 | bicubic | +5.067 | +1.717 | -100 |
958 | resnext50_32x4d.ra_in1k | 288 | 85.947 | 14.053 | 97.030 | 2.970 | 25.03 | 0.950 | bicubic | +5.241 | +1.672 | -69 |
959 | convnext_nano.d1h_in1k | 224 | 85.926 | 14.074 | 96.855 | 3.145 | 15.59 | 0.950 | bicubic | +5.164 | +1.523 | -81 |
960 | tf_efficientnetv2_b2.in1k | 260 | 85.921 | 14.079 | 96.868 | 3.132 | 10.10 | 0.890 | bicubic | +5.695 | +1.858 | +1 |
961 | fbnetv3_d.ra2_in1k | 256 | 85.909 | 14.091 | 97.037 | 2.963 | 10.31 | 0.950 | bilinear | +6.245 | +2.081 | +63 |
962 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 85.904 | 14.096 | 97.363 | 2.637 | 306.63 | 1.000 | bicubic | +4.398 | +1.875 | -198 |
963 | darknet53.c2ns_in1k | 256 | 85.900 | 14.100 | 96.857 | 3.143 | 41.61 | 0.887 | bicubic | +5.898 | +1.815 | +18 |
964 | resnet152d.gluon_in1k | 224 | 85.896 | 14.104 | 96.817 | 3.183 | 60.21 | 0.875 | bicubic | +5.420 | +1.621 | -48 |
965 | tf_efficientnet_b2.aa_in1k | 260 | 85.889 | 14.111 | 96.847 | 3.154 | 9.11 | 0.890 | bicubic | +5.807 | +1.934 | +10 |
966 | resnet50_gn.a1h_in1k | 224 | 85.883 | 14.117 | 96.847 | 3.154 | 25.56 | 0.940 | bicubic | +5.817 | +1.893 | +12 |
967 | vit_base_patch16_224.sam_in1k | 224 | 85.877 | 14.123 | 96.704 | 3.296 | 86.57 | 0.900 | bicubic | +5.635 | +1.936 | -7 |
968 | resnet101d.gluon_in1k | 224 | 85.877 | 14.123 | 96.684 | 3.316 | 44.57 | 0.875 | bicubic | +5.411 | +1.650 | -48 |
969 | repvgg_b2g4.rvgg_in1k | 224 | 85.870 | 14.130 | 96.817 | 3.183 | 61.76 | 0.875 | bilinear | +6.474 | +2.137 | +80 |
970 | efficientvit_b1.r256_in1k | 256 | 85.866 | 14.134 | 96.787 | 3.213 | 9.10 | 1.000 | bicubic | +6.122 | +2.009 | +44 |
971 | hgnet_tiny.paddle_in1k | 224 | 85.844 | 14.155 | 97.028 | 2.972 | 14.74 | 0.965 | bicubic | +5.956 | +1.980 | +24 |
972 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 85.832 | 14.168 | 96.947 | 3.053 | 9.72 | 0.950 | bicubic | +6.386 | +2.027 | +75 |
973 | seresnet50.ra2_in1k | 224 | 85.827 | 14.173 | 97.004 | 2.995 | 28.09 | 0.875 | bicubic | +5.567 | +1.936 | -18 |
974 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 85.817 | 14.183 | 96.755 | 3.245 | 55.84 | 0.897 | bicubic | +5.825 | +1.799 | +8 |
975 | resnet50.c2_in1k | 224 | 85.810 | 14.190 | 96.900 | 3.100 | 25.56 | 0.950 | bicubic | +5.942 | +2.034 | +23 |
976 | resnet50.ram_in1k | 224 | 85.806 | 14.194 | 96.716 | 3.284 | 25.56 | 0.875 | bicubic | +6.774 | +2.330 | +118 |
977 | mixnet_xl.ra_in1k | 224 | 85.806 | 14.194 | 96.699 | 3.301 | 11.90 | 0.875 | bicubic | +5.316 | +1.761 | -63 |
978 | gcresnet33ts.ra2_in1k | 256 | 85.789 | 14.211 | 96.883 | 3.117 | 19.88 | 0.900 | bicubic | +5.711 | +1.753 | -1 |
979 | seresnet50.a1_in1k | 224 | 85.789 | 14.211 | 96.552 | 3.448 | 28.09 | 0.950 | bicubic | +5.777 | +1.846 | +1 |
980 | legacy_seresnext101_32x4d.in1k | 224 | 85.766 | 14.235 | 96.761 | 3.239 | 48.96 | 0.875 | bilinear | +5.492 | +1.729 | -30 |
981 | res2net50d.in1k | 224 | 85.763 | 14.237 | 96.772 | 3.228 | 25.72 | 0.875 | bilinear | +5.493 | +1.752 | -30 |
982 | tf_efficientnet_lite3.in1k | 300 | 85.759 | 14.241 | 96.881 | 3.119 | 8.20 | 0.904 | bilinear | +5.927 | +2.011 | +24 |
983 | resnet50.c1_in1k | 224 | 85.755 | 14.245 | 96.934 | 3.066 | 25.56 | 0.950 | bicubic | +5.989 | +1.976 | +28 |
984 | xcit_tiny_24_p16_224.fb_in1k | 224 | 85.744 | 14.256 | 96.938 | 3.062 | 12.12 | 1.000 | bicubic | +6.286 | +2.056 | +58 |
985 | resnext101_32x4d.gluon_in1k | 224 | 85.740 | 14.260 | 96.622 | 3.378 | 44.18 | 0.875 | bicubic | +5.404 | +1.714 | -46 |
986 | resnet101.a3_in1k | 224 | 85.740 | 14.260 | 96.494 | 3.506 | 44.55 | 0.950 | bicubic | +5.920 | +1.880 | +23 |
987 | ese_vovnet39b.ra_in1k | 224 | 85.738 | 14.262 | 96.913 | 3.087 | 24.57 | 0.875 | bicubic | +6.422 | +2.199 | +75 |
988 | eca_resnet33ts.ra2_in1k | 256 | 85.738 | 14.262 | 96.898 | 3.102 | 19.68 | 0.900 | bicubic | +5.646 | +1.918 | -14 |
989 | regnety_320.pycls_in1k | 224 | 85.734 | 14.267 | 96.721 | 3.280 | 145.05 | 0.875 | bicubic | +4.938 | +1.481 | -115 |
990 | repvit_m0_9.dist_450e_in1k | 224 | 85.729 | 14.271 | 96.823 | 3.177 | 5.49 | 0.950 | bicubic | +6.671 | +2.435 | +101 |
991 | cspresnet50.ra_in1k | 256 | 85.723 | 14.277 | 96.799 | 3.200 | 21.62 | 0.887 | bilinear | +6.135 | +2.109 | +40 |
992 | xception71.tf_in1k | 299 | 85.712 | 14.288 | 96.774 | 3.226 | 42.34 | 0.903 | bicubic | +5.804 | +1.934 | -5 |
993 | resnet50.a1_in1k | 224 | 85.712 | 14.288 | 96.486 | 3.514 | 25.56 | 0.950 | bicubic | +5.330 | +1.888 | -58 |
994 | darknetaa53.c2ns_in1k | 256 | 85.701 | 14.299 | 96.876 | 3.124 | 36.02 | 0.887 | bilinear | +5.956 | +1.974 | +18 |
995 | resnext101_64x4d.gluon_in1k | 224 | 85.701 | 14.299 | 96.644 | 3.356 | 83.46 | 0.875 | bicubic | +5.061 | +1.644 | -96 |
996 | resnet50.ra_in1k | 288 | 85.699 | 14.301 | 96.891 | 3.109 | 25.56 | 0.950 | bicubic | +5.839 | +2.089 | +4 |
997 | resmlp_big_24_224.fb_in1k | 224 | 85.697 | 14.303 | 96.419 | 3.580 | 129.14 | 0.875 | bicubic | +4.663 | +1.394 | -156 |
998 | efficientnet_em.ra2_in1k | 240 | 85.684 | 14.316 | 96.943 | 3.057 | 6.90 | 0.882 | bicubic | +6.420 | +2.147 | +71 |
999 | resnet33ts.ra2_in1k | 288 | 85.680 | 14.320 | 96.753 | 3.247 | 19.68 | 1.000 | bicubic | +5.972 | +1.939 | +21 |
1000 | deit_small_patch16_224.fb_in1k | 224 | 85.674 | 14.326 | 96.911 | 3.089 | 22.05 | 0.900 | bicubic | +5.812 | +1.855 | -2 |
1001 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 85.674 | 14.326 | 96.819 | 3.181 | 6.00 | 1.000 | bicubic | +7.076 | +2.439 | +131 |
1002 | dpn107.mx_in1k | 224 | 85.669 | 14.331 | 96.757 | 3.243 | 86.92 | 0.875 | bicubic | +5.501 | +1.821 | -38 |
1003 | ecaresnet50t.a3_in1k | 224 | 85.667 | 14.333 | 96.736 | 3.264 | 25.57 | 0.950 | bicubic | +6.119 | +2.026 | +31 |
1004 | wide_resnet50_2.tv2_in1k | 176 | 85.637 | 14.363 | 96.836 | 3.164 | 68.88 | 0.875 | bilinear | +5.201 | +1.754 | -77 |
1005 | efficientnet_b2_pruned.in1k | 260 | 85.637 | 14.363 | 96.736 | 3.264 | 8.31 | 0.890 | bicubic | +5.729 | +1.826 | -15 |
1006 | resnet50d.a2_in1k | 224 | 85.627 | 14.373 | 96.407 | 3.593 | 25.58 | 0.950 | bicubic | +5.359 | +1.765 | -53 |
1007 | resmlp_36_224.fb_in1k | 224 | 85.623 | 14.377 | 96.795 | 3.205 | 44.69 | 0.875 | bicubic | +5.850 | +1.907 | +3 |
1008 | tiny_vit_5m_224.in1k | 224 | 85.612 | 14.388 | 96.947 | 3.053 | 5.39 | 0.950 | bicubic | +6.416 | +2.145 | +71 |
1009 | seresnet50.a2_in1k | 224 | 85.603 | 14.397 | 96.575 | 3.425 | 28.09 | 0.950 | bicubic | +5.501 | +1.855 | -36 |
1010 | resnet50.bt_in1k | 288 | 85.601 | 14.399 | 96.812 | 3.188 | 25.56 | 0.950 | bicubic | +5.949 | +1.904 | +15 |
1011 | levit_192.fb_dist_in1k | 224 | 85.601 | 14.399 | 96.742 | 3.258 | 10.95 | 0.900 | bicubic | +5.751 | +1.938 | -7 |
1012 | mobilevitv2_125.cvnets_in1k | 256 | 85.597 | 14.403 | 96.669 | 3.331 | 7.48 | 0.888 | bicubic | +5.919 | +1.825 | +10 |
1013 | levit_conv_192.fb_dist_in1k | 224 | 85.595 | 14.405 | 96.744 | 3.256 | 10.95 | 0.900 | bicubic | +5.735 | +1.774 | -12 |
1014 | ecaresnet50d_pruned.miil_in1k | 224 | 85.586 | 14.414 | 96.934 | 3.066 | 19.94 | 0.875 | bicubic | +5.864 | +2.062 | +3 |
1015 | resnet152c.gluon_in1k | 224 | 85.573 | 14.427 | 96.671 | 3.329 | 60.21 | 0.875 | bicubic | +5.667 | +2.067 | -25 |
1016 | pit_xs_distilled_224.in1k | 224 | 85.569 | 14.431 | 96.689 | 3.312 | 11.00 | 0.900 | bicubic | +6.401 | +2.321 | +65 |
1017 | resnet32ts.ra2_in1k | 288 | 85.565 | 14.435 | 96.866 | 3.134 | 17.96 | 1.000 | bicubic | +6.177 | +2.190 | +32 |
1018 | tf_efficientnetv2_b1.in1k | 240 | 85.565 | 14.435 | 96.710 | 3.290 | 8.14 | 0.882 | bicubic | +6.047 | +2.128 | +20 |
1019 | regnety_120.pycls_in1k | 224 | 85.563 | 14.437 | 96.755 | 3.245 | 51.82 | 0.875 | bicubic | +5.181 | +1.651 | -86 |
1020 | resnext50d_32x4d.bt_in1k | 224 | 85.563 | 14.437 | 96.746 | 3.254 | 25.05 | 0.875 | bicubic | +5.891 | +1.868 | +3 |
1021 | resnext50_32x4d.a2_in1k | 224 | 85.563 | 14.437 | 96.298 | 3.702 | 25.03 | 0.950 | bicubic | +5.119 | +1.668 | -95 |
1022 | nf_regnet_b1.ra2_in1k | 288 | 85.539 | 14.461 | 96.797 | 3.203 | 10.22 | 0.900 | bicubic | +6.171 | +2.071 | +32 |
1023 | wide_resnet101_2.tv2_in1k | 176 | 85.539 | 14.461 | 96.569 | 3.431 | 126.89 | 0.875 | bilinear | +5.051 | +1.589 | -108 |
1024 | regnetx_320.pycls_in1k | 224 | 85.528 | 14.472 | 96.661 | 3.339 | 107.81 | 0.875 | bicubic | +5.266 | +1.649 | -70 |
1025 | convnextv2_femto.fcmae_ft_in1k | 288 | 85.507 | 14.493 | 96.787 | 3.213 | 5.23 | 0.950 | bicubic | +6.175 | +2.185 | +34 |
1026 | fbnetv3_b.ra2_in1k | 256 | 85.505 | 14.495 | 96.866 | 3.134 | 8.60 | 0.950 | bilinear | +6.351 | +2.134 | +56 |
1027 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 85.496 | 14.504 | 96.932 | 3.068 | 9.72 | 0.950 | bicubic | +6.404 | +2.144 | +59 |
1028 | resnet152.gluon_in1k | 224 | 85.496 | 14.504 | 96.565 | 3.435 | 60.19 | 0.875 | bicubic | +5.784 | +1.845 | -8 |
1029 | regnety_160.pycls_in1k | 224 | 85.488 | 14.512 | 96.620 | 3.380 | 83.59 | 0.875 | bicubic | +5.204 | +1.638 | -80 |
1030 | dpn92.mx_in1k | 224 | 85.484 | 14.516 | 96.661 | 3.339 | 37.67 | 0.875 | bicubic | +5.456 | +1.783 | -51 |
1031 | resnet152.tv2_in1k | 176 | 85.484 | 14.516 | 96.499 | 3.502 | 60.19 | 0.875 | bilinear | +5.272 | +1.845 | -68 |
1032 | fastvit_s12.apple_in1k | 256 | 85.479 | 14.521 | 96.725 | 3.275 | 9.47 | 0.900 | bicubic | +5.559 | +1.933 | -48 |
1033 | resnet50.b1k_in1k | 224 | 85.479 | 14.521 | 96.721 | 3.280 | 25.56 | 0.950 | bicubic | +5.915 | +2.099 | 0 |
1034 | resnet50.d_in1k | 224 | 85.479 | 14.521 | 96.560 | 3.440 | 25.56 | 0.950 | bicubic | +5.575 | +1.412 | -41 |
1035 | resnetrs50.tf_in1k | 224 | 85.477 | 14.523 | 96.748 | 3.252 | 35.69 | 0.910 | bicubic | +5.561 | +1.774 | -48 |
1036 | rexnet_130.nav_in1k | 224 | 85.471 | 14.529 | 96.691 | 3.309 | 7.56 | 0.875 | bicubic | +5.981 | +2.007 | +5 |
1037 | resnet50.a2_in1k | 224 | 85.447 | 14.553 | 96.492 | 3.508 | 25.56 | 0.950 | bicubic | +5.619 | +1.932 | -30 |
1038 | resnext50_32x4d.a1_in1k | 224 | 85.443 | 14.557 | 96.144 | 3.856 | 25.03 | 0.950 | bicubic | +4.917 | +1.686 | -128 |
1039 | convnext_tiny.fb_in22k_ft_in1k | 288 | 85.437 | 14.563 | 96.814 | 3.186 | 28.59 | 1.000 | bicubic | +6.487 | +2.106 | +60 |
1040 | dpn131.mx_in1k | 224 | 85.437 | 14.563 | 96.633 | 3.367 | 79.25 | 0.875 | bicubic | +5.603 | +1.925 | -35 |
1041 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 85.433 | 14.568 | 96.759 | 3.241 | 5.29 | 1.000 | bicubic | +6.062 | +2.007 | +13 |
1042 | resnet101.tv2_in1k | 176 | 85.415 | 14.585 | 96.409 | 3.591 | 44.55 | 0.875 | bilinear | +5.509 | +1.559 | -51 |
1043 | tf_efficientnet_b2.in1k | 260 | 85.392 | 14.608 | 96.597 | 3.403 | 9.11 | 0.890 | bicubic | +5.778 | +1.873 | -15 |
1044 | regnetx_160.pycls_in1k | 224 | 85.385 | 14.614 | 96.646 | 3.354 | 54.28 | 0.875 | bicubic | +5.527 | +1.822 | -42 |
1045 | dla102x2.in1k | 224 | 85.381 | 14.619 | 96.633 | 3.367 | 41.28 | 0.875 | bilinear | +5.933 | +1.979 | +1 |
1046 | resnet50.tv2_in1k | 176 | 85.362 | 14.638 | 96.562 | 3.438 | 25.56 | 0.875 | bilinear | +5.930 | +1.930 | +2 |
1047 | repvit_m0_9.dist_300e_in1k | 224 | 85.356 | 14.644 | 96.627 | 3.373 | 5.49 | 0.950 | bicubic | +6.702 | +2.513 | +83 |
1048 | gmlp_s16_224.ra3_in1k | 224 | 85.353 | 14.646 | 96.644 | 3.356 | 19.42 | 0.875 | bicubic | +5.709 | +2.016 | -21 |
1049 | regnetx_016.tv2_in1k | 224 | 85.351 | 14.649 | 96.823 | 3.177 | 9.19 | 0.965 | bicubic | +5.899 | +2.051 | -5 |
1050 | efficientnet_b2.ra_in1k | 256 | 85.351 | 14.649 | 96.541 | 3.459 | 9.11 | 0.875 | bicubic | +6.011 | +1.965 | +8 |
1051 | dpn98.mx_in1k | 224 | 85.345 | 14.655 | 96.503 | 3.497 | 61.57 | 0.875 | bicubic | +5.689 | +1.861 | -27 |
1052 | skresnext50_32x4d.ra_in1k | 224 | 85.345 | 14.655 | 96.390 | 3.610 | 27.48 | 0.875 | bicubic | +5.179 | +1.746 | -86 |
1053 | lambda_resnet26t.c1_in1k | 256 | 85.334 | 14.666 | 96.706 | 3.294 | 10.96 | 0.940 | bicubic | +6.208 | +2.152 | +32 |
1054 | seresnext50_32x4d.gluon_in1k | 224 | 85.334 | 14.666 | 96.684 | 3.316 | 27.56 | 0.875 | bicubic | +5.416 | +1.868 | -68 |
1055 | botnet26t_256.c1_in1k | 256 | 85.319 | 14.681 | 96.609 | 3.390 | 12.49 | 0.950 | bicubic | +6.063 | +2.079 | +16 |
1056 | xception65.tf_in1k | 299 | 85.315 | 14.685 | 96.633 | 3.367 | 39.92 | 0.903 | bicubic | +5.761 | +1.973 | -23 |
1057 | resnet101c.gluon_in1k | 224 | 85.313 | 14.687 | 96.417 | 3.583 | 44.57 | 0.875 | bicubic | +5.771 | +1.829 | -21 |
1058 | resnext50_32x4d.a3_in1k | 224 | 85.313 | 14.687 | 96.336 | 3.664 | 25.03 | 0.950 | bicubic | +6.061 | +1.510 | +15 |
1059 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 85.304 | 14.696 | 96.770 | 3.230 | 6.00 | 1.000 | bicubic | +7.270 | +2.522 | +123 |
1060 | convnext_pico_ols.d1_in1k | 224 | 85.294 | 14.706 | 96.659 | 3.341 | 9.06 | 0.950 | bicubic | +5.752 | +1.953 | -25 |
1061 | resnetblur50.bt_in1k | 224 | 85.289 | 14.711 | 96.528 | 3.472 | 25.56 | 0.875 | bicubic | +5.983 | +1.990 | +3 |
1062 | regnety_064.pycls_in1k | 224 | 85.281 | 14.719 | 96.635 | 3.365 | 30.58 | 0.875 | bicubic | +5.553 | +1.871 | -46 |
1063 | resnet34d.ra2_in1k | 288 | 85.279 | 14.721 | 96.691 | 3.309 | 21.82 | 0.950 | bicubic | +6.839 | +2.343 | +88 |
1064 | resmlp_24_224.fb_in1k | 224 | 85.277 | 14.723 | 96.505 | 3.495 | 30.02 | 0.875 | bicubic | +5.897 | +1.955 | -12 |
1065 | coat_lite_mini.in1k | 224 | 85.266 | 14.734 | 96.671 | 3.329 | 11.01 | 0.900 | bicubic | +6.170 | +2.079 | +21 |
1066 | cait_xxs24_224.fb_dist_in1k | 224 | 85.257 | 14.743 | 96.727 | 3.273 | 11.96 | 1.000 | bicubic | +6.865 | +2.393 | +89 |
1067 | convnext_pico.d1_in1k | 224 | 85.257 | 14.743 | 96.622 | 3.378 | 9.05 | 0.875 | bicubic | +5.741 | +2.068 | -27 |
1068 | convnext_femto_ols.d1_in1k | 288 | 85.247 | 14.753 | 96.772 | 3.228 | 5.23 | 0.950 | bicubic | +6.333 | +2.224 | +34 |
1069 | regnety_080.pycls_in1k | 224 | 85.247 | 14.753 | 96.614 | 3.386 | 39.18 | 0.875 | bicubic | +5.365 | +1.778 | -73 |
1070 | efficientvit_b1.r224_in1k | 224 | 85.242 | 14.758 | 96.441 | 3.559 | 9.10 | 0.950 | bicubic | +6.002 | +2.147 | +4 |
1071 | resnet33ts.ra2_in1k | 256 | 85.236 | 14.764 | 96.609 | 3.390 | 19.68 | 0.900 | bicubic | +6.020 | +2.034 | +5 |
1072 | resnext50_32x4d.ra_in1k | 224 | 85.230 | 14.770 | 96.528 | 3.472 | 25.03 | 0.875 | bicubic | +5.430 | +1.920 | -63 |
1073 | halonet26t.a1h_in1k | 256 | 85.217 | 14.783 | 96.475 | 3.525 | 12.48 | 0.950 | bicubic | +6.083 | +2.135 | +10 |
1074 | resnext101_32x8d.tv_in1k | 224 | 85.217 | 14.783 | 96.441 | 3.559 | 88.79 | 0.875 | bilinear | +5.903 | +1.917 | -10 |
1075 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 85.215 | 14.785 | 96.603 | 3.397 | 6.72 | 1.000 | bicubic | +6.637 | +2.393 | +58 |
1076 | resnet50.b2k_in1k | 224 | 85.210 | 14.790 | 96.637 | 3.363 | 25.56 | 0.950 | bicubic | +5.830 | +2.061 | -25 |
1077 | pvt_v2_b1.in1k | 224 | 85.208 | 14.792 | 96.622 | 3.378 | 14.01 | 0.900 | bicubic | +6.506 | +2.130 | +48 |
1078 | resnet32ts.ra2_in1k | 256 | 85.195 | 14.805 | 96.629 | 3.371 | 17.96 | 0.900 | bicubic | +6.141 | +2.261 | +14 |
1079 | fastvit_t12.apple_in1k | 256 | 85.195 | 14.805 | 96.595 | 3.405 | 7.55 | 0.900 | bicubic | +5.919 | +2.025 | -12 |
1080 | inception_v3.gluon_in1k | 299 | 85.180 | 14.819 | 96.535 | 3.465 | 23.83 | 0.875 | bicubic | +6.376 | +2.161 | +33 |
1081 | resnet50.a1h_in1k | 176 | 85.176 | 14.824 | 96.586 | 3.414 | 25.56 | 0.900 | bicubic | +5.916 | +2.088 | -11 |
1082 | edgenext_small_rw.sw_in1k | 256 | 85.170 | 14.830 | 96.432 | 3.568 | 7.83 | 0.900 | bicubic | +5.580 | +1.914 | -52 |
1083 | convnext_femto.d1_in1k | 288 | 85.159 | 14.841 | 96.723 | 3.277 | 5.22 | 0.950 | bicubic | +6.449 | +2.475 | +39 |
1084 | hrnet_w48.ms_in1k | 224 | 85.153 | 14.847 | 96.492 | 3.508 | 77.47 | 0.875 | bilinear | +5.829 | +1.958 | -24 |
1085 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 85.148 | 14.851 | 96.659 | 3.341 | 6.34 | 0.965 | bicubic | +7.070 | +2.473 | +93 |
1086 | resnet101.gluon_in1k | 224 | 85.148 | 14.851 | 96.381 | 3.619 | 44.55 | 0.875 | bicubic | +5.843 | +1.749 | -20 |
1087 | legacy_xception.tf_in1k | 299 | 85.146 | 14.854 | 96.475 | 3.525 | 22.86 | 0.897 | bicubic | +6.096 | +2.089 | +6 |
1088 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 85.138 | 14.862 | 96.821 | 3.179 | 25.56 | 0.875 | bilinear | +5.886 | +2.531 | -16 |
1089 | eca_halonext26ts.c1_in1k | 256 | 85.136 | 14.864 | 96.586 | 3.414 | 10.76 | 0.940 | bicubic | +5.618 | +1.876 | -51 |
1090 | regnetx_120.pycls_in1k | 224 | 85.136 | 14.864 | 96.479 | 3.521 | 46.11 | 0.875 | bicubic | +5.528 | +1.745 | -61 |
1091 | tf_efficientnet_b1.ap_in1k | 240 | 85.133 | 14.867 | 96.409 | 3.591 | 7.79 | 0.882 | bicubic | +5.846 | +2.093 | -25 |
1092 | resnet50.am_in1k | 224 | 85.131 | 14.869 | 96.562 | 3.438 | 25.56 | 0.875 | bicubic | +6.127 | +2.171 | +4 |
1093 | eca_botnext26ts_256.c1_in1k | 256 | 85.129 | 14.871 | 96.509 | 3.491 | 10.59 | 0.950 | bicubic | +5.857 | +1.915 | -25 |
1094 | tf_efficientnetv2_b2.in1k | 208 | 85.125 | 14.875 | 96.494 | 3.506 | 10.10 | 0.890 | bicubic | +5.919 | +1.892 | -16 |
1095 | repvit_m1.dist_in1k | 224 | 85.112 | 14.888 | 96.605 | 3.395 | 5.49 | 0.950 | bicubic | +6.570 | +2.523 | +42 |
1096 | hrnet_w64.ms_in1k | 224 | 85.108 | 14.892 | 96.740 | 3.260 | 128.06 | 0.875 | bilinear | +5.650 | +2.092 | -53 |
1097 | mobileone_s4.apple_in1k | 224 | 85.099 | 14.901 | 96.437 | 3.563 | 14.95 | 0.900 | bilinear | +5.649 | +1.947 | -52 |
1098 | fbnetv3_d.ra2_in1k | 224 | 85.097 | 14.903 | 96.686 | 3.314 | 10.31 | 0.950 | bilinear | +6.441 | +2.232 | +30 |
1099 | res2net101_26w_4s.in1k | 224 | 85.093 | 14.907 | 96.375 | 3.625 | 45.21 | 0.875 | bilinear | +5.907 | +1.911 | -19 |
1100 | nf_regnet_b1.ra2_in1k | 256 | 85.078 | 14.922 | 96.541 | 3.459 | 10.22 | 0.900 | bicubic | +6.356 | +2.155 | +21 |
1101 | lambda_resnet26rpt_256.c1_in1k | 256 | 85.076 | 14.924 | 96.550 | 3.450 | 10.99 | 0.940 | bicubic | +6.122 | +2.128 | -3 |
1102 | ecaresnet26t.ra2_in1k | 256 | 85.072 | 14.928 | 96.631 | 3.369 | 16.01 | 0.875 | bicubic | +6.186 | +2.087 | +4 |
1103 | dpn68b.ra_in1k | 288 | 85.063 | 14.937 | 96.447 | 3.553 | 12.61 | 1.000 | bicubic | +5.719 | +2.021 | -47 |
1104 | tf_efficientnet_cc_b1_8e.in1k | 240 | 85.063 | 14.937 | 96.428 | 3.572 | 39.72 | 0.882 | bicubic | +5.741 | +2.048 | -42 |
1105 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 85.044 | 14.956 | 96.678 | 3.322 | 6.34 | 0.965 | bicubic | +6.148 | +2.194 | -2 |
1106 | tf_efficientnet_b0.ns_jft_in1k | 224 | 85.020 | 14.980 | 96.492 | 3.508 | 5.29 | 0.875 | bicubic | +6.336 | +2.122 | +20 |
1107 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 85.008 | 14.992 | 96.624 | 3.376 | 3.05 | 1.000 | bicubic | +7.188 | +2.594 | +98 |
1108 | resnext50_32x4d.gluon_in1k | 224 | 85.003 | 14.997 | 96.434 | 3.566 | 25.03 | 0.875 | bicubic | +5.649 | +2.010 | -52 |
1109 | resnest26d.gluon_in1k | 224 | 84.997 | 15.003 | 96.635 | 3.365 | 17.07 | 0.875 | bilinear | +6.521 | +2.335 | +38 |
1110 | coat_tiny.in1k | 224 | 84.971 | 15.029 | 96.407 | 3.593 | 5.50 | 0.900 | bicubic | +6.529 | +2.371 | +40 |
1111 | regnety_040.pycls_in1k | 224 | 84.950 | 15.050 | 96.601 | 3.399 | 20.65 | 0.875 | bicubic | +5.714 | +1.937 | -36 |
1112 | resnet50d.a3_in1k | 224 | 84.931 | 15.069 | 96.296 | 3.704 | 25.58 | 0.950 | bicubic | +6.189 | +2.060 | +7 |
1113 | mobilevitv2_100.cvnets_in1k | 256 | 84.916 | 15.084 | 96.390 | 3.610 | 4.90 | 0.888 | bicubic | +6.824 | +2.222 | +64 |
1114 | tf_efficientnet_b1.aa_in1k | 240 | 84.914 | 15.086 | 96.366 | 3.634 | 7.79 | 0.882 | bicubic | +6.074 | +2.166 | -4 |
1115 | legacy_seresnext50_32x4d.in1k | 224 | 84.909 | 15.091 | 96.437 | 3.563 | 27.56 | 0.875 | bilinear | +5.825 | +2.005 | -27 |
1116 | dla169.in1k | 224 | 84.903 | 15.097 | 96.524 | 3.476 | 53.39 | 0.875 | bilinear | +6.197 | +2.186 | +8 |
1117 | hrnet_w44.ms_in1k | 224 | 84.884 | 15.116 | 96.432 | 3.568 | 67.06 | 0.875 | bilinear | +6.002 | +2.058 | -10 |
1118 | resnet50.ra_in1k | 224 | 84.882 | 15.118 | 96.473 | 3.527 | 25.56 | 0.875 | bicubic | +6.068 | +2.153 | -6 |
1119 | regnety_008_tv.tv2_in1k | 224 | 84.879 | 15.120 | 96.601 | 3.399 | 6.43 | 0.965 | bicubic | +6.223 | +2.219 | +10 |
1120 | regnetx_080.pycls_in1k | 224 | 84.877 | 15.123 | 96.447 | 3.553 | 39.57 | 0.875 | bicubic | +5.661 | +1.899 | -43 |
1121 | resnet50s.gluon_in1k | 224 | 84.867 | 15.133 | 96.441 | 3.559 | 25.68 | 0.875 | bicubic | +6.157 | +1.999 | +2 |
1122 | visformer_tiny.in1k | 224 | 84.860 | 15.140 | 96.516 | 3.484 | 10.32 | 0.900 | bicubic | +6.700 | +2.274 | +50 |
1123 | dla60_res2net.in1k | 224 | 84.845 | 15.155 | 96.471 | 3.529 | 20.85 | 0.875 | bilinear | +6.365 | +2.385 | +22 |
1124 | dla60_res2next.in1k | 224 | 84.835 | 15.165 | 96.413 | 3.587 | 17.03 | 0.875 | bilinear | +6.347 | +2.413 | +17 |
1125 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 84.828 | 15.172 | 96.710 | 3.290 | 5.79 | 1.000 | bicubic | +6.382 | +2.158 | +24 |
1126 | dla102x.in1k | 224 | 84.826 | 15.174 | 96.537 | 3.463 | 26.31 | 0.875 | bilinear | +6.326 | +2.309 | +11 |
1127 | resnet50d.gluon_in1k | 224 | 84.826 | 15.174 | 96.388 | 3.612 | 25.58 | 0.875 | bicubic | +5.746 | +1.930 | -37 |
1128 | res2net50_26w_8s.in1k | 224 | 84.826 | 15.174 | 96.349 | 3.651 | 48.40 | 0.875 | bilinear | +5.878 | +2.069 | -27 |
1129 | resnet26t.ra2_in1k | 320 | 84.820 | 15.180 | 96.422 | 3.578 | 16.01 | 1.000 | bicubic | +6.490 | +2.376 | +30 |
1130 | mixnet_l.ft_in1k | 224 | 84.818 | 15.182 | 96.330 | 3.670 | 7.33 | 0.875 | bicubic | +5.848 | +2.150 | -33 |
1131 | resnet152.tv_in1k | 224 | 84.815 | 15.185 | 96.219 | 3.781 | 60.19 | 0.875 | bilinear | +6.485 | +2.083 | +29 |
1132 | levit_conv_128.fb_dist_in1k | 224 | 84.813 | 15.187 | 96.349 | 3.651 | 9.21 | 0.900 | bicubic | +6.325 | +2.205 | +10 |
1133 | levit_128.fb_dist_in1k | 224 | 84.809 | 15.191 | 96.351 | 3.649 | 9.21 | 0.900 | bicubic | +6.323 | +2.353 | +10 |
1134 | repghostnet_200.in1k | 224 | 84.807 | 15.193 | 96.413 | 3.587 | 9.80 | 0.875 | bicubic | +6.017 | +2.077 | -18 |
1135 | xception41.tf_in1k | 299 | 84.800 | 15.200 | 96.413 | 3.587 | 26.97 | 0.903 | bicubic | +6.276 | +2.115 | +3 |
1136 | repvgg_b2.rvgg_in1k | 224 | 84.794 | 15.206 | 96.499 | 3.502 | 89.02 | 0.875 | bilinear | +6.000 | +2.085 | -21 |
1137 | hrnet_w18.ms_aug_in1k | 224 | 84.794 | 15.206 | 96.471 | 3.529 | 21.30 | 0.950 | bilinear | +6.678 | +2.409 | +38 |
1138 | pit_xs_224.in1k | 224 | 84.785 | 15.214 | 96.486 | 3.514 | 10.62 | 0.900 | bicubic | +6.573 | +2.336 | +30 |
1139 | resnet152.a3_in1k | 160 | 84.785 | 15.214 | 96.127 | 3.873 | 60.19 | 0.950 | bicubic | +5.889 | +2.003 | -34 |
1140 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 84.783 | 15.217 | 96.451 | 3.549 | 5.29 | 0.900 | bicubic | +6.211 | +2.114 | -6 |
1141 | regnetx_064.pycls_in1k | 224 | 84.781 | 15.219 | 96.499 | 3.502 | 26.21 | 0.875 | bicubic | +5.721 | +2.029 | -51 |
1142 | resnext50_32x4d.tv2_in1k | 176 | 84.775 | 15.225 | 96.332 | 3.668 | 25.03 | 0.875 | bilinear | +5.401 | +2.030 | -89 |
1143 | gcresnext26ts.ch_in1k | 288 | 84.771 | 15.229 | 96.306 | 3.694 | 10.48 | 1.000 | bicubic | +6.333 | +2.272 | +9 |
1144 | hrnet_w40.ms_in1k | 224 | 84.756 | 15.244 | 96.562 | 3.438 | 57.56 | 0.875 | bilinear | +5.832 | +2.085 | -43 |
1145 | res2net50_26w_6s.in1k | 224 | 84.747 | 15.253 | 96.285 | 3.715 | 37.05 | 0.875 | bilinear | +6.163 | +2.179 | -14 |
1146 | resnet34.a1_in1k | 288 | 84.747 | 15.253 | 96.230 | 3.771 | 21.80 | 1.000 | bicubic | +6.809 | +2.481 | +47 |
1147 | poolformerv2_s12.sail_in1k | 224 | 84.739 | 15.261 | 96.381 | 3.619 | 11.89 | 1.000 | bicubic | +6.731 | +2.517 | +39 |
1148 | resmlp_12_224.fb_distilled_in1k | 224 | 84.724 | 15.276 | 96.227 | 3.773 | 15.35 | 0.875 | bicubic | +6.776 | +2.665 | +43 |
1149 | vit_base_patch32_384.augreg_in1k | 384 | 84.719 | 15.281 | 96.332 | 3.668 | 88.30 | 1.000 | bicubic | +5.965 | +2.096 | -31 |
1150 | fbnetv3_b.ra2_in1k | 224 | 84.709 | 15.291 | 96.475 | 3.525 | 8.60 | 0.950 | bilinear | +6.549 | +2.311 | +21 |
1151 | legacy_seresnet152.in1k | 224 | 84.702 | 15.298 | 96.394 | 3.606 | 66.82 | 0.875 | bilinear | +6.042 | +2.022 | -24 |
1152 | bat_resnext26ts.ch_in1k | 256 | 84.696 | 15.304 | 96.287 | 3.713 | 10.73 | 0.900 | bicubic | +6.416 | +2.173 | +11 |
1153 | cs3darknet_m.c2ns_in1k | 288 | 84.689 | 15.310 | 96.496 | 3.504 | 9.31 | 0.950 | bicubic | +7.061 | +2.478 | +63 |
1154 | hrnet_w32.ms_in1k | 224 | 84.677 | 15.323 | 96.415 | 3.585 | 41.23 | 0.875 | bilinear | +6.221 | +2.229 | -6 |
1155 | convnextv2_femto.fcmae_ft_in1k | 224 | 84.672 | 15.328 | 96.434 | 3.566 | 5.23 | 0.875 | bicubic | +6.188 | +2.440 | -11 |
1156 | selecsls60b.in1k | 224 | 84.655 | 15.345 | 96.296 | 3.704 | 32.77 | 0.875 | bicubic | +6.245 | +2.130 | -2 |
1157 | seresnext26d_32x4d.bt_in1k | 288 | 84.647 | 15.353 | 96.274 | 3.726 | 16.81 | 0.950 | bicubic | +5.821 | +2.016 | -46 |
1158 | tf_efficientnetv2_b0.in1k | 224 | 84.625 | 15.375 | 96.274 | 3.726 | 7.14 | 0.875 | bicubic | +6.245 | +2.248 | -1 |
1159 | regnetx_040.pycls_in1k | 224 | 84.613 | 15.387 | 96.383 | 3.617 | 22.12 | 0.875 | bicubic | +6.119 | +2.141 | -19 |
1160 | efficientnet_b1.ft_in1k | 256 | 84.611 | 15.389 | 96.334 | 3.666 | 7.79 | 1.000 | bicubic | +5.812 | +1.992 | -46 |
1161 | efficientnet_es.ra_in1k | 224 | 84.604 | 15.396 | 96.313 | 3.687 | 5.44 | 0.875 | bicubic | +6.512 | +2.381 | +17 |
1162 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 84.596 | 15.405 | 96.014 | 3.986 | 119.42 | 0.900 | bicubic | +5.100 | +1.900 | -122 |
1163 | hrnet_w30.ms_in1k | 224 | 84.591 | 15.409 | 96.398 | 3.602 | 37.71 | 0.875 | bilinear | +6.377 | +2.184 | +4 |
1164 | regnety_032.pycls_in1k | 224 | 84.576 | 15.424 | 96.432 | 3.568 | 19.44 | 0.875 | bicubic | +5.680 | +2.004 | -60 |
1165 | seresnext26t_32x4d.bt_in1k | 288 | 84.570 | 15.430 | 96.383 | 3.617 | 16.81 | 0.950 | bicubic | +5.832 | +2.067 | -46 |
1166 | resnet50.bt_in1k | 224 | 84.570 | 15.430 | 96.362 | 3.638 | 25.56 | 0.875 | bicubic | +6.138 | +2.092 | -12 |
1167 | wide_resnet101_2.tv_in1k | 224 | 84.559 | 15.441 | 96.349 | 3.651 | 126.89 | 0.875 | bilinear | +5.711 | +2.037 | -60 |
1168 | tf_mixnet_l.in1k | 224 | 84.559 | 15.441 | 96.247 | 3.753 | 7.33 | 0.875 | bicubic | +5.783 | +2.249 | -50 |
1169 | hrnet_w18_small_v2.gluon_in1k | 224 | 84.544 | 15.456 | 96.293 | 3.707 | 15.60 | 0.875 | bicubic | +6.360 | +2.381 | 0 |
1170 | dla60x.in1k | 224 | 84.525 | 15.475 | 96.261 | 3.739 | 17.35 | 0.875 | bilinear | +6.295 | +2.242 | -4 |
1171 | seresnext26ts.ch_in1k | 288 | 84.523 | 15.477 | 96.328 | 3.672 | 10.39 | 1.000 | bicubic | +6.231 | +2.252 | -9 |
1172 | legacy_seresnet101.in1k | 224 | 84.514 | 15.486 | 96.343 | 3.657 | 49.33 | 0.875 | bilinear | +6.118 | +2.085 | -17 |
1173 | vit_small_patch16_224.augreg_in1k | 224 | 84.510 | 15.490 | 96.287 | 3.713 | 22.05 | 0.900 | bicubic | +5.668 | +2.009 | -64 |
1174 | cs3darknet_focus_m.c2ns_in1k | 288 | 84.480 | 15.520 | 96.426 | 3.574 | 9.30 | 0.950 | bicubic | +7.188 | +2.456 | +66 |
1175 | resnet50.a3_in1k | 224 | 84.480 | 15.520 | 95.986 | 4.014 | 25.56 | 0.950 | bicubic | +6.428 | +2.206 | +5 |
1176 | resnet26t.ra2_in1k | 256 | 84.476 | 15.524 | 96.208 | 3.792 | 16.01 | 0.940 | bicubic | +6.592 | +2.370 | +22 |
1177 | coat_lite_tiny.in1k | 224 | 84.465 | 15.535 | 96.366 | 3.634 | 5.72 | 0.900 | bicubic | +6.917 | +2.442 | +46 |
1178 | tf_efficientnet_b1.in1k | 240 | 84.461 | 15.539 | 96.086 | 3.914 | 7.79 | 0.882 | bicubic | +5.903 | +1.984 | -43 |
1179 | tf_efficientnet_em.in1k | 240 | 84.459 | 15.541 | 96.187 | 3.813 | 6.90 | 0.882 | bicubic | +6.323 | +2.125 | -5 |
1180 | dpn68b.ra_in1k | 224 | 84.453 | 15.547 | 96.155 | 3.845 | 12.61 | 0.950 | bicubic | +5.909 | +2.177 | -44 |
1181 | convnext_femto_ols.d1_in1k | 224 | 84.433 | 15.567 | 96.227 | 3.773 | 5.23 | 0.875 | bicubic | +6.589 | +2.403 | +22 |
1182 | repvgg_b1.rvgg_in1k | 224 | 84.425 | 15.575 | 96.217 | 3.783 | 57.42 | 0.875 | bilinear | +6.053 | +2.109 | -24 |
1183 | wide_resnet50_2.tv_in1k | 224 | 84.408 | 15.592 | 96.247 | 3.753 | 68.88 | 0.875 | bilinear | +5.928 | +2.045 | -37 |
1184 | efficientnet_b1_pruned.in1k | 240 | 84.403 | 15.597 | 96.125 | 3.875 | 6.33 | 0.882 | bicubic | +6.151 | +2.305 | -20 |
1185 | res2net50_26w_4s.in1k | 224 | 84.380 | 15.620 | 96.082 | 3.918 | 25.70 | 0.875 | bilinear | +6.394 | +2.220 | +2 |
1186 | vit_base_patch16_224.augreg_in1k | 224 | 84.380 | 15.620 | 96.052 | 3.948 | 86.57 | 0.900 | bicubic | +5.238 | +1.962 | -102 |
1187 | res2net50_14w_8s.in1k | 224 | 84.341 | 15.659 | 96.059 | 3.941 | 25.06 | 0.875 | bilinear | +6.195 | +2.209 | -14 |
1188 | hardcorenas_f.miil_green_in1k | 224 | 84.324 | 15.676 | 96.016 | 3.984 | 8.20 | 0.875 | bilinear | +6.216 | +2.216 | -12 |
1189 | selecsls60.in1k | 224 | 84.284 | 15.716 | 96.091 | 3.909 | 30.67 | 0.875 | bicubic | +6.298 | +2.265 | 0 |
1190 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 84.279 | 15.720 | 96.287 | 3.713 | 6.00 | 0.965 | bicubic | +6.938 | +2.501 | +46 |
1191 | mobilevit_s.cvnets_in1k | 256 | 84.271 | 15.729 | 96.264 | 3.736 | 5.58 | 0.900 | bicubic | +5.969 | +2.098 | -30 |
1192 | resnet101.a3_in1k | 160 | 84.260 | 15.740 | 95.960 | 4.040 | 44.55 | 0.950 | bicubic | +6.332 | +2.274 | +2 |
1193 | ese_vovnet19b_dw.ra_in1k | 288 | 84.241 | 15.759 | 96.253 | 3.747 | 6.54 | 0.950 | bicubic | +6.443 | +2.475 | +14 |
1194 | regnetx_032.pycls_in1k | 224 | 84.237 | 15.763 | 96.253 | 3.747 | 15.30 | 0.875 | bicubic | +6.071 | +2.163 | -24 |
1195 | mobileone_s3.apple_in1k | 224 | 84.233 | 15.767 | 96.118 | 3.881 | 10.17 | 0.900 | bilinear | +6.231 | +2.209 | -8 |
1196 | eca_resnext26ts.ch_in1k | 288 | 84.228 | 15.772 | 96.198 | 3.803 | 10.30 | 1.000 | bicubic | +6.212 | +2.266 | -11 |
1197 | convnextv2_atto.fcmae_ft_in1k | 288 | 84.226 | 15.774 | 96.056 | 3.943 | 3.71 | 0.950 | bicubic | +6.436 | +2.367 | +11 |
1198 | res2next50.in1k | 224 | 84.220 | 15.780 | 96.007 | 3.993 | 24.67 | 0.875 | bilinear | +5.984 | +2.103 | -33 |
1199 | convnext_atto_ols.a2_in1k | 288 | 84.209 | 15.791 | 96.236 | 3.764 | 3.70 | 0.950 | bicubic | +6.989 | +2.536 | +47 |
1200 | resnet50c.gluon_in1k | 224 | 84.205 | 15.795 | 96.165 | 3.835 | 25.58 | 0.875 | bicubic | +6.189 | +2.171 | -16 |
1201 | mobileone_s2.apple_in1k | 224 | 84.192 | 15.808 | 96.063 | 3.937 | 7.88 | 0.900 | bilinear | +6.688 | +2.399 | +26 |
1202 | dla102.in1k | 224 | 84.190 | 15.810 | 96.202 | 3.798 | 33.27 | 0.875 | bilinear | +6.172 | +2.254 | -19 |
1203 | gcresnext26ts.ch_in1k | 256 | 84.186 | 15.814 | 96.072 | 3.929 | 10.48 | 0.900 | bicubic | +6.370 | +2.249 | +3 |
1204 | cs3darknet_m.c2ns_in1k | 256 | 84.162 | 15.838 | 96.242 | 3.758 | 9.31 | 0.887 | bicubic | +7.180 | +2.640 | +57 |
1205 | ecaresnet50t.a3_in1k | 160 | 84.158 | 15.842 | 95.937 | 4.063 | 25.57 | 0.950 | bicubic | +6.378 | +2.325 | +5 |
1206 | rexnet_100.nav_in1k | 224 | 84.149 | 15.851 | 96.255 | 3.745 | 4.80 | 0.875 | bicubic | +6.303 | +2.379 | -5 |
1207 | convnext_atto.d2_in1k | 288 | 84.149 | 15.851 | 96.200 | 3.800 | 3.70 | 0.950 | bicubic | +7.135 | +2.498 | +51 |
1208 | fastvit_t8.apple_dist_in1k | 256 | 84.149 | 15.851 | 96.059 | 3.941 | 4.03 | 0.900 | bicubic | +6.977 | +2.785 | +43 |
1209 | densenetblur121d.ra_in1k | 288 | 84.145 | 15.855 | 96.242 | 3.758 | 8.00 | 0.950 | bicubic | +6.835 | +2.442 | +29 |
1210 | seresnext26ts.ch_in1k | 256 | 84.139 | 15.861 | 96.065 | 3.935 | 10.39 | 0.900 | bicubic | +6.283 | +2.275 | -10 |
1211 | inception_v3.tf_in1k | 299 | 84.136 | 15.864 | 95.913 | 4.087 | 23.83 | 0.875 | bicubic | +6.270 | +2.273 | -12 |
1212 | tf_efficientnetv2_b1.in1k | 192 | 84.134 | 15.866 | 96.037 | 3.963 | 8.14 | 0.882 | bicubic | +6.204 | +2.215 | -19 |
1213 | convnext_femto.d1_in1k | 224 | 84.119 | 15.881 | 96.200 | 3.800 | 5.22 | 0.875 | bicubic | +6.611 | +2.512 | +13 |
1214 | res2net50_48w_2s.in1k | 224 | 84.115 | 15.885 | 95.967 | 4.033 | 25.29 | 0.875 | bilinear | +6.579 | +2.403 | +11 |
1215 | xcit_tiny_12_p16_224.fb_in1k | 224 | 84.107 | 15.893 | 96.240 | 3.760 | 6.72 | 1.000 | bicubic | +6.965 | +2.510 | +36 |
1216 | ghostnetv2_160.in1k | 224 | 84.104 | 15.896 | 96.204 | 3.796 | 12.39 | 0.875 | bicubic | +6.268 | +2.262 | -12 |
1217 | tf_efficientnet_lite2.in1k | 260 | 84.104 | 15.896 | 96.069 | 3.931 | 6.09 | 0.890 | bicubic | +6.632 | +2.325 | +12 |
1218 | resnet34d.ra2_in1k | 224 | 84.096 | 15.904 | 95.971 | 4.029 | 21.82 | 0.875 | bicubic | +6.992 | +2.595 | +34 |
1219 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 84.070 | 15.930 | 96.234 | 3.766 | 6.00 | 0.965 | bicubic | +7.226 | +2.622 | +51 |
1220 | poolformer_s12.sail_in1k | 224 | 84.060 | 15.940 | 96.174 | 3.826 | 11.92 | 0.900 | bicubic | +6.816 | +2.636 | +24 |
1221 | efficientnet_b0.ra_in1k | 224 | 84.036 | 15.964 | 95.967 | 4.033 | 5.29 | 0.875 | bicubic | +6.340 | +2.427 | -9 |
1222 | resnet34.a2_in1k | 288 | 84.030 | 15.970 | 95.926 | 4.074 | 21.80 | 1.000 | bicubic | +6.882 | +2.636 | +28 |
1223 | crossvit_9_dagger_240.in1k | 240 | 84.028 | 15.972 | 96.067 | 3.933 | 8.78 | 0.875 | bicubic | +7.042 | +2.465 | +37 |
1224 | tf_efficientnet_cc_b0_8e.in1k | 224 | 83.998 | 16.002 | 96.035 | 3.965 | 24.01 | 0.875 | bicubic | +6.074 | +2.385 | -30 |
1225 | regnety_016.pycls_in1k | 224 | 83.998 | 16.002 | 96.007 | 3.993 | 11.20 | 0.875 | bicubic | +6.090 | +2.283 | -27 |
1226 | resnext50_32x4d.tv_in1k | 224 | 83.989 | 16.011 | 95.960 | 4.040 | 25.03 | 0.875 | bilinear | +6.357 | +2.286 | -11 |
1227 | cs3darknet_focus_m.c2ns_in1k | 256 | 83.985 | 16.015 | 96.048 | 3.952 | 9.30 | 0.887 | bicubic | +7.211 | +2.504 | +45 |
1228 | resnet50.gluon_in1k | 224 | 83.981 | 16.019 | 96.027 | 3.973 | 25.56 | 0.875 | bicubic | +6.401 | +2.301 | -6 |
1229 | gmixer_24_224.ra3_in1k | 224 | 83.972 | 16.028 | 95.852 | 4.148 | 24.72 | 0.875 | bicubic | +5.924 | +2.198 | -48 |
1230 | hardcorenas_e.miil_green_in1k | 224 | 83.970 | 16.030 | 95.913 | 4.087 | 8.07 | 0.875 | bilinear | +6.180 | +2.181 | -21 |
1231 | densenet161.tv_in1k | 224 | 83.931 | 16.069 | 96.020 | 3.980 | 28.68 | 0.875 | bicubic | +6.582 | +2.366 | +4 |
1232 | mobilenetv1_125.ra4_e3600_r224_in1k | 256 | 83.912 | 16.088 | 96.095 | 3.905 | 6.27 | 1.000 | bicubic | +6.328 | +2.301 | -11 |
1233 | mobilenetv2_120d.ra_in1k | 224 | 83.904 | 16.096 | 95.909 | 4.091 | 5.83 | 0.875 | bicubic | +6.606 | +2.393 | +6 |
1234 | seresnext26t_32x4d.bt_in1k | 224 | 83.889 | 16.111 | 95.941 | 4.059 | 16.81 | 0.875 | bicubic | +5.909 | +2.191 | -44 |
1235 | inception_v3.tf_adv_in1k | 299 | 83.882 | 16.118 | 95.941 | 4.059 | 23.83 | 0.875 | bicubic | +6.286 | +2.215 | -17 |
1236 | resnext50_32x4d.a3_in1k | 160 | 83.868 | 16.133 | 95.625 | 4.375 | 25.03 | 0.950 | bicubic | +6.134 | +2.311 | -25 |
1237 | resnet101.tv_in1k | 224 | 83.863 | 16.137 | 95.892 | 4.108 | 44.55 | 0.875 | bilinear | +6.459 | +2.340 | -3 |
1238 | tinynet_a.in1k | 192 | 83.842 | 16.158 | 95.805 | 4.195 | 6.19 | 0.875 | bicubic | +6.178 | +2.273 | -25 |
1239 | resnet26d.bt_in1k | 288 | 83.812 | 16.188 | 95.965 | 4.035 | 16.01 | 0.950 | bicubic | +6.388 | +2.335 | -6 |
1240 | dpn68b.mx_in1k | 224 | 83.803 | 16.197 | 95.986 | 4.014 | 12.61 | 0.875 | bicubic | +6.261 | +2.144 | -16 |
1241 | hardcorenas_d.miil_green_in1k | 224 | 83.795 | 16.205 | 95.717 | 4.283 | 7.50 | 0.875 | bilinear | +6.345 | +2.237 | -10 |
1242 | inception_v3.tv_in1k | 299 | 83.793 | 16.207 | 95.898 | 4.101 | 23.83 | 0.875 | bicubic | +6.319 | +2.424 | -14 |
1243 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 83.742 | 16.259 | 95.937 | 4.063 | 3.05 | 1.000 | bicubic | +7.413 | +2.867 | +53 |
1244 | seresnext26d_32x4d.bt_in1k | 224 | 83.742 | 16.259 | 95.839 | 4.161 | 16.81 | 0.875 | bicubic | +6.156 | +2.229 | -23 |
1245 | dla60.in1k | 224 | 83.718 | 16.282 | 95.926 | 4.074 | 22.04 | 0.875 | bilinear | +6.672 | +2.608 | +12 |
1246 | resnext26ts.ra2_in1k | 288 | 83.703 | 16.297 | 95.978 | 4.022 | 10.30 | 1.000 | bicubic | +6.521 | +2.504 | +2 |
1247 | eca_resnext26ts.ch_in1k | 256 | 83.695 | 16.305 | 95.924 | 4.076 | 10.30 | 0.900 | bicubic | +6.253 | +2.348 | -15 |
1248 | repvgg_b1g4.rvgg_in1k | 224 | 83.692 | 16.308 | 96.027 | 3.973 | 39.97 | 0.875 | bilinear | +6.090 | +2.183 | -31 |
1249 | convmixer_1024_20_ks9_p14.in1k | 224 | 83.686 | 16.314 | 95.892 | 4.108 | 24.38 | 0.960 | bicubic | +6.742 | +2.528 | +15 |
1250 | skresnet34.ra_in1k | 224 | 83.680 | 16.320 | 95.920 | 4.080 | 22.28 | 0.875 | bicubic | +6.724 | +2.602 | +13 |
1251 | regnetx_008.tv2_in1k | 224 | 83.675 | 16.325 | 95.986 | 4.014 | 7.26 | 0.965 | bicubic | +6.387 | +2.324 | -10 |
1252 | legacy_seresnet50.in1k | 224 | 83.660 | 16.340 | 95.963 | 4.037 | 28.09 | 0.875 | bilinear | +6.016 | +2.243 | -38 |
1253 | tf_efficientnet_b0.ap_in1k | 224 | 83.660 | 16.340 | 95.796 | 4.204 | 5.29 | 0.875 | bicubic | +6.566 | +2.536 | +1 |
1254 | resnetrs50.tf_in1k | 160 | 83.645 | 16.355 | 95.828 | 4.172 | 35.69 | 0.910 | bicubic | +5.795 | +2.014 | -55 |
1255 | tf_efficientnet_cc_b0_4e.in1k | 224 | 83.645 | 16.355 | 95.728 | 4.272 | 13.31 | 0.875 | bicubic | +6.321 | +2.396 | -17 |
1256 | seresnet50.a3_in1k | 224 | 83.645 | 16.355 | 95.679 | 4.321 | 28.09 | 0.950 | bicubic | +6.609 | +2.607 | +3 |
1257 | repghostnet_150.in1k | 224 | 83.639 | 16.361 | 95.916 | 4.084 | 6.58 | 0.875 | bicubic | +6.169 | +2.418 | -27 |
1258 | resnet50d.a3_in1k | 160 | 83.618 | 16.382 | 95.642 | 4.358 | 25.58 | 0.950 | bicubic | +6.396 | +2.386 | -13 |
1259 | densenet121.ra_in1k | 288 | 83.598 | 16.402 | 96.048 | 3.952 | 7.98 | 0.950 | bicubic | +7.118 | +2.674 | +32 |
1260 | efficientnet_b1.ft_in1k | 224 | 83.584 | 16.416 | 95.773 | 4.227 | 7.79 | 0.875 | bicubic | +5.990 | +2.143 | -41 |
1261 | resmlp_12_224.fb_in1k | 224 | 83.566 | 16.434 | 95.760 | 4.240 | 15.35 | 0.875 | bicubic | +6.906 | +2.590 | +17 |
1262 | tf_efficientnet_b0.aa_in1k | 224 | 83.552 | 16.448 | 95.758 | 4.242 | 5.29 | 0.875 | bicubic | +6.669 | +2.488 | +6 |
1263 | densenet201.tv_in1k | 224 | 83.549 | 16.451 | 95.805 | 4.195 | 20.01 | 0.875 | bicubic | +6.265 | +2.325 | -21 |
1264 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 83.537 | 16.463 | 95.433 | 4.567 | 5.48 | 0.875 | bilinear | +5.627 | +2.549 | -68 |
1265 | gernet_s.idstcv_in1k | 224 | 83.526 | 16.474 | 95.798 | 4.202 | 8.17 | 0.875 | bilinear | +6.624 | +2.662 | +2 |
1266 | mixnet_m.ft_in1k | 224 | 83.519 | 16.481 | 95.698 | 4.302 | 5.01 | 0.875 | bicubic | +6.245 | +2.270 | -23 |
1267 | legacy_seresnext26_32x4d.in1k | 224 | 83.513 | 16.487 | 95.738 | 4.262 | 16.79 | 0.875 | bicubic | +6.413 | +2.406 | -14 |
1268 | hrnet_w18.ms_in1k | 224 | 83.509 | 16.491 | 95.903 | 4.097 | 21.30 | 0.875 | bilinear | +6.749 | +2.457 | +7 |
1269 | resnet34.bt_in1k | 288 | 83.485 | 16.515 | 95.960 | 4.040 | 21.80 | 0.950 | bicubic | +6.977 | +2.617 | +20 |
1270 | densenetblur121d.ra_in1k | 224 | 83.481 | 16.519 | 95.811 | 4.189 | 8.00 | 0.875 | bicubic | +6.909 | +2.625 | +13 |
1271 | resnext26ts.ra2_in1k | 256 | 83.468 | 16.532 | 95.732 | 4.268 | 10.30 | 0.900 | bicubic | +6.694 | +2.594 | +2 |
1272 | selecsls42b.in1k | 224 | 83.462 | 16.538 | 95.738 | 4.262 | 32.46 | 0.875 | bicubic | +6.276 | +2.346 | -25 |
1273 | efficientvit_m5.r224_in1k | 224 | 83.451 | 16.549 | 95.796 | 4.204 | 12.47 | 0.875 | bicubic | +6.369 | +2.630 | -17 |
1274 | resnet34.a1_in1k | 224 | 83.438 | 16.562 | 95.519 | 4.481 | 21.80 | 0.950 | bicubic | +7.024 | +2.633 | +18 |
1275 | efficientformerv2_s0.snap_dist_in1k | 224 | 83.408 | 16.592 | 95.809 | 4.191 | 3.60 | 0.950 | bicubic | +7.292 | +2.955 | +25 |
1276 | hardcorenas_c.miil_green_in1k | 224 | 83.379 | 16.622 | 95.702 | 4.298 | 5.52 | 0.875 | bilinear | +6.285 | +2.510 | -21 |
1277 | ghostnetv2_130.in1k | 224 | 83.364 | 16.636 | 95.830 | 4.170 | 8.96 | 0.875 | bicubic | +6.602 | +2.470 | -3 |
1278 | tf_efficientnet_lite1.in1k | 240 | 83.349 | 16.651 | 95.647 | 4.353 | 5.42 | 0.882 | bicubic | +6.677 | +2.415 | -1 |
1279 | tf_efficientnetv2_b0.in1k | 192 | 83.285 | 16.715 | 95.636 | 4.364 | 7.14 | 0.875 | bicubic | +6.405 | +2.452 | -10 |
1280 | mobilenetv1_125.ra4_e3600_r224_in1k | 224 | 83.276 | 16.724 | 95.657 | 4.343 | 6.27 | 0.900 | bicubic | +6.348 | +2.441 | -15 |
1281 | fastvit_t8.apple_in1k | 256 | 83.240 | 16.760 | 95.828 | 4.172 | 4.03 | 0.900 | bicubic | +7.056 | +2.786 | +17 |
1282 | tf_efficientnet_es.in1k | 224 | 83.193 | 16.807 | 95.583 | 4.417 | 5.44 | 0.875 | bicubic | +6.585 | +2.407 | -1 |
1283 | mobilenetv2_140.ra_in1k | 224 | 83.191 | 16.809 | 95.668 | 4.332 | 6.11 | 0.875 | bicubic | +6.663 | +2.660 | +4 |
1284 | dpn68.mx_in1k | 224 | 83.191 | 16.809 | 95.615 | 4.385 | 12.61 | 0.875 | bicubic | +6.853 | +2.625 | +11 |
1285 | convnextv2_atto.fcmae_ft_in1k | 224 | 83.191 | 16.809 | 95.527 | 4.473 | 3.71 | 0.875 | bicubic | +6.545 | +2.483 | -6 |
1286 | tf_mixnet_m.in1k | 224 | 83.189 | 16.811 | 95.474 | 4.526 | 5.01 | 0.875 | bicubic | +6.225 | +2.306 | -24 |
1287 | regnetx_016.pycls_in1k | 224 | 83.174 | 16.826 | 95.747 | 4.253 | 9.19 | 0.875 | bicubic | +6.250 | +2.317 | -21 |
1288 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 83.161 | 16.839 | 95.713 | 4.287 | 5.28 | 0.950 | bicubic | +6.567 | +2.447 | -6 |
1289 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 83.148 | 16.852 | 95.736 | 4.264 | 3.05 | 1.000 | bicubic | +7.680 | +3.066 | +34 |
1290 | levit_conv_128s.fb_dist_in1k | 224 | 83.118 | 16.882 | 95.585 | 4.415 | 7.78 | 0.900 | bicubic | +6.584 | +2.703 | -4 |
1291 | ese_vovnet19b_dw.ra_in1k | 224 | 83.101 | 16.899 | 95.794 | 4.206 | 6.54 | 0.875 | bicubic | +6.303 | +2.522 | -20 |
1292 | levit_128s.fb_dist_in1k | 224 | 83.078 | 16.922 | 95.574 | 4.426 | 7.78 | 0.900 | bicubic | +6.555 | +2.700 | -4 |
1293 | resnet26d.bt_in1k | 224 | 83.052 | 16.948 | 95.606 | 4.394 | 16.01 | 0.875 | bicubic | +6.354 | +2.450 | -17 |
1294 | repvgg_a2.rvgg_in1k | 224 | 83.011 | 16.989 | 95.600 | 4.400 | 28.21 | 0.875 | bilinear | +6.519 | +2.584 | -4 |
1295 | convnext_atto_ols.a2_in1k | 224 | 83.007 | 16.993 | 95.536 | 4.464 | 3.70 | 0.875 | bicubic | +7.105 | +2.692 | +13 |
1296 | resnet50.tv_in1k | 224 | 82.969 | 17.031 | 95.474 | 4.526 | 25.56 | 0.875 | bilinear | +6.813 | +2.608 | +3 |
1297 | convnext_atto.d2_in1k | 224 | 82.966 | 17.034 | 95.706 | 4.294 | 3.70 | 0.875 | bicubic | +7.298 | +2.794 | +15 |
1298 | resnet26.bt_in1k | 288 | 82.939 | 17.061 | 95.726 | 4.274 | 16.00 | 0.950 | bicubic | +6.561 | +2.550 | -5 |
1299 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 82.930 | 17.070 | 95.636 | 4.364 | 4.23 | 0.950 | bicubic | +6.844 | +2.624 | +2 |
1300 | repghostnet_130.in1k | 224 | 82.896 | 17.104 | 95.444 | 4.556 | 5.48 | 0.875 | bicubic | +6.530 | +2.546 | -6 |
1301 | hardcorenas_b.miil_green_in1k | 224 | 82.873 | 17.128 | 95.386 | 4.614 | 5.18 | 0.875 | bilinear | +6.320 | +2.620 | -17 |
1302 | mobileone_s1.apple_in1k | 224 | 82.853 | 17.147 | 95.525 | 4.475 | 4.83 | 0.900 | bilinear | +7.079 | +2.737 | +8 |
1303 | densenet121.ra_in1k | 224 | 82.813 | 17.187 | 95.580 | 4.420 | 7.98 | 0.875 | bicubic | +7.237 | +2.932 | +15 |
1304 | mobilevitv2_075.cvnets_in1k | 256 | 82.789 | 17.211 | 95.576 | 4.424 | 2.87 | 0.888 | bicubic | +7.185 | +2.822 | +12 |
1305 | resnet50.a3_in1k | 160 | 82.766 | 17.234 | 95.085 | 4.915 | 25.56 | 0.950 | bicubic | +6.772 | +2.591 | -1 |
1306 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 82.674 | 17.326 | 95.864 | 4.136 | 6.36 | 1.000 | bicubic | +6.712 | +2.588 | -2 |
1307 | densenet169.tv_in1k | 224 | 82.674 | 17.326 | 95.568 | 4.432 | 14.15 | 0.875 | bicubic | +6.752 | +2.592 | +1 |
1308 | regnety_004.tv2_in1k | 224 | 82.631 | 17.369 | 95.504 | 4.496 | 4.34 | 0.965 | bicubic | +7.043 | +2.806 | +9 |
1309 | tf_efficientnet_b0.in1k | 224 | 82.582 | 17.418 | 95.422 | 4.578 | 5.29 | 0.875 | bicubic | +6.046 | +2.412 | -24 |
1310 | resnet34.a2_in1k | 224 | 82.574 | 17.426 | 95.249 | 4.750 | 21.80 | 0.950 | bicubic | +7.058 | +2.793 | +10 |
1311 | edgenext_x_small.in1k | 288 | 82.569 | 17.431 | 95.427 | 4.573 | 2.34 | 1.000 | bicubic | +6.863 | +2.667 | 0 |
1312 | mixnet_s.ft_in1k | 224 | 82.525 | 17.476 | 95.354 | 4.646 | 4.13 | 0.875 | bicubic | +6.523 | +2.554 | -10 |
1313 | regnety_008.pycls_in1k | 224 | 82.507 | 17.493 | 95.489 | 4.511 | 6.26 | 0.875 | bicubic | +6.173 | +2.429 | -17 |
1314 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 82.503 | 17.497 | 95.668 | 4.332 | 22.88 | 0.900 | bicubic | +6.507 | +2.396 | -11 |
1315 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 82.405 | 17.595 | 95.194 | 4.806 | 5.28 | 0.875 | bicubic | +6.747 | +2.690 | -2 |
1316 | efficientnet_lite0.ra_in1k | 224 | 82.379 | 17.621 | 95.279 | 4.721 | 4.65 | 0.875 | bicubic | +6.889 | +2.765 | +6 |
1317 | resnest14d.gluon_in1k | 224 | 82.373 | 17.627 | 95.331 | 4.669 | 10.61 | 0.875 | bilinear | +6.857 | +2.817 | +2 |
1318 | hardcorenas_a.miil_green_in1k | 224 | 82.335 | 17.666 | 95.271 | 4.729 | 5.26 | 0.875 | bilinear | +6.409 | +2.785 | -12 |
1319 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 82.296 | 17.704 | 95.055 | 4.945 | 4.23 | 0.875 | bicubic | +6.912 | +2.743 | +7 |
1320 | efficientnet_es_pruned.in1k | 224 | 82.279 | 17.721 | 95.305 | 4.695 | 5.44 | 0.875 | bicubic | +7.279 | +2.857 | +18 |
1321 | mobilenetv3_rw.rmsp_in1k | 224 | 82.277 | 17.723 | 95.239 | 4.761 | 5.48 | 0.875 | bicubic | +6.663 | +2.541 | -6 |
1322 | semnasnet_100.rmsp_in1k | 224 | 82.266 | 17.734 | 95.232 | 4.768 | 3.89 | 0.875 | bicubic | +6.802 | +2.620 | +2 |
1323 | mobilenetv3_large_100.ra_in1k | 224 | 82.159 | 17.841 | 95.198 | 4.802 | 5.48 | 0.875 | bicubic | +6.373 | +2.670 | -14 |
1324 | resnet34.bt_in1k | 224 | 82.155 | 17.845 | 95.064 | 4.936 | 21.80 | 0.875 | bicubic | +6.993 | +2.644 | +7 |
1325 | mobilenetv2_110d.ra_in1k | 224 | 82.068 | 17.932 | 95.059 | 4.941 | 4.52 | 0.875 | bicubic | +7.014 | +2.873 | +12 |
1326 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 82.055 | 17.945 | 95.482 | 4.518 | 5.72 | 0.900 | bicubic | +6.603 | +2.628 | -1 |
1327 | mixer_b16_224.goog_in21k_ft_in1k | 224 | 82.031 | 17.969 | 94.449 | 5.551 | 59.88 | 0.875 | bicubic | +5.391 | +2.221 | -47 |
1328 | tf_mixnet_s.in1k | 224 | 82.021 | 17.979 | 95.117 | 4.883 | 4.13 | 0.875 | bicubic | +6.369 | +2.489 | -14 |
1329 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 82.014 | 17.986 | 95.145 | 4.855 | 5.91 | 0.900 | bicubic | +7.474 | +3.251 | +22 |
1330 | repvgg_b0.rvgg_in1k | 224 | 82.014 | 17.986 | 95.117 | 4.883 | 15.82 | 0.875 | bilinear | +6.852 | +2.947 | 0 |
1331 | tf_efficientnet_lite0.in1k | 224 | 81.957 | 18.043 | 95.162 | 4.838 | 4.65 | 0.875 | bicubic | +7.111 | +2.982 | +11 |
1332 | hrnet_w18_small_v2.ms_in1k | 224 | 81.952 | 18.048 | 95.164 | 4.836 | 15.60 | 0.875 | bilinear | +6.854 | +2.746 | +2 |
1333 | resnet26.bt_in1k | 224 | 81.937 | 18.063 | 95.249 | 4.750 | 16.00 | 0.875 | bicubic | +6.645 | +2.677 | -6 |
1334 | ghostnetv2_100.in1k | 224 | 81.901 | 18.099 | 95.100 | 4.900 | 6.16 | 0.875 | bicubic | +6.725 | +2.766 | -5 |
1335 | edgenext_x_small.in1k | 256 | 81.899 | 18.101 | 95.027 | 4.973 | 2.34 | 0.900 | bicubic | +7.019 | +2.723 | +6 |
1336 | seresnet50.a3_in1k | 160 | 81.888 | 18.112 | 94.961 | 5.039 | 28.09 | 0.950 | bicubic | +6.788 | +2.865 | -3 |
1337 | tf_mobilenetv3_large_100.in1k | 224 | 81.863 | 18.137 | 95.066 | 4.934 | 5.48 | 0.875 | bilinear | +6.349 | +2.464 | -17 |
1338 | tinynet_b.in1k | 188 | 81.863 | 18.137 | 94.882 | 5.118 | 3.73 | 0.875 | bicubic | +6.897 | +2.686 | +2 |
1339 | pit_ti_distilled_224.in1k | 224 | 81.779 | 18.221 | 95.094 | 4.906 | 5.10 | 0.900 | bicubic | +7.501 | +3.166 | +16 |
1340 | repghostnet_111.in1k | 224 | 81.743 | 18.257 | 94.829 | 5.171 | 4.54 | 0.875 | bicubic | +6.675 | +2.645 | -5 |
1341 | densenet121.tv_in1k | 224 | 81.722 | 18.278 | 95.015 | 4.985 | 7.98 | 0.875 | bicubic | +6.974 | +2.861 | +3 |
1342 | regnety_006.pycls_in1k | 224 | 81.700 | 18.300 | 95.124 | 4.877 | 6.06 | 0.875 | bicubic | +6.438 | +2.598 | -14 |
1343 | regnetx_004_tv.tv2_in1k | 224 | 81.688 | 18.312 | 95.055 | 4.945 | 5.50 | 0.965 | bicubic | +7.104 | +2.885 | +6 |
1344 | xcit_nano_12_p8_224.fb_in1k | 224 | 81.675 | 18.325 | 95.256 | 4.744 | 3.05 | 1.000 | bicubic | +7.775 | +3.110 | +19 |
1345 | resnet18d.ra2_in1k | 288 | 81.673 | 18.327 | 95.044 | 4.955 | 11.71 | 0.950 | bicubic | +7.879 | +3.210 | +20 |
1346 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 81.668 | 18.332 | 94.991 | 5.009 | 3.77 | 0.950 | bicubic | +7.024 | +2.969 | 0 |
1347 | dla34.in1k | 224 | 81.649 | 18.351 | 94.867 | 5.133 | 15.74 | 0.875 | bilinear | +7.017 | +2.815 | +1 |
1348 | crossvit_9_240.in1k | 240 | 81.632 | 18.368 | 94.987 | 5.013 | 8.55 | 0.875 | bicubic | +7.656 | +3.011 | +12 |
1349 | fbnetc_100.rmsp_in1k | 224 | 81.549 | 18.451 | 94.951 | 5.049 | 5.57 | 0.875 | bilinear | +6.435 | +2.569 | -17 |
1350 | mobilevit_xs.cvnets_in1k | 256 | 81.544 | 18.456 | 95.034 | 4.966 | 2.32 | 0.900 | bicubic | +6.912 | +2.686 | -3 |
1351 | legacy_seresnet34.in1k | 224 | 81.542 | 18.458 | 94.901 | 5.098 | 21.96 | 0.875 | bilinear | +6.754 | +2.767 | -8 |
1352 | regnetx_008.pycls_in1k | 224 | 81.515 | 18.485 | 95.059 | 4.941 | 7.26 | 0.875 | bicubic | +6.453 | +2.719 | -16 |
1353 | mnasnet_100.rmsp_in1k | 224 | 81.481 | 18.520 | 94.904 | 5.096 | 4.38 | 0.875 | bicubic | +6.819 | +2.796 | -8 |
1354 | efficientvit_m4.r224_in1k | 224 | 81.472 | 18.528 | 95.002 | 4.998 | 8.80 | 0.875 | bicubic | +7.126 | +3.018 | -2 |
1355 | resnet34.gluon_in1k | 224 | 81.472 | 18.528 | 94.797 | 5.203 | 21.80 | 0.875 | bicubic | +6.898 | +2.809 | -4 |
1356 | vgg19_bn.tv_in1k | 224 | 81.455 | 18.545 | 94.773 | 5.227 | 143.68 | 0.875 | bilinear | +7.219 | +2.929 | 0 |
1357 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 81.431 | 18.569 | 95.070 | 4.930 | 3.77 | 0.950 | bicubic | +7.141 | +2.958 | -3 |
1358 | repvgg_a1.rvgg_in1k | 224 | 81.271 | 18.729 | 94.699 | 5.301 | 14.09 | 0.875 | bilinear | +6.803 | +2.859 | -6 |
1359 | vit_base_patch32_224.augreg_in1k | 224 | 81.139 | 18.861 | 94.436 | 5.564 | 88.22 | 0.900 | bicubic | +6.233 | +2.666 | -19 |
1360 | convit_tiny.fb_in1k | 224 | 81.122 | 18.878 | 95.049 | 4.951 | 5.71 | 0.875 | bicubic | +7.996 | +3.359 | +16 |
1361 | crossvit_tiny_240.in1k | 240 | 81.088 | 18.912 | 94.985 | 5.015 | 7.01 | 0.875 | bicubic | +7.758 | +3.075 | +11 |
1362 | resnet18.a1_in1k | 288 | 81.047 | 18.953 | 94.372 | 5.628 | 11.69 | 1.000 | bicubic | +7.883 | +3.318 | +13 |
1363 | repghostnet_100.in1k | 224 | 80.936 | 19.064 | 94.528 | 5.472 | 4.07 | 0.875 | bicubic | +6.736 | +2.978 | -6 |
1364 | spnasnet_100.rmsp_in1k | 224 | 80.866 | 19.134 | 94.524 | 5.476 | 4.42 | 0.875 | bilinear | +6.784 | +2.696 | -6 |
1365 | resnet34.a3_in1k | 224 | 80.840 | 19.160 | 94.361 | 5.639 | 21.80 | 0.950 | bicubic | +7.858 | +3.245 | +14 |
1366 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 80.799 | 19.201 | 94.603 | 5.397 | 3.77 | 0.875 | bicubic | +7.069 | +3.177 | 0 |
1367 | efficientvit_m3.r224_in1k | 224 | 80.699 | 19.301 | 94.558 | 5.442 | 6.90 | 0.875 | bicubic | +7.291 | +3.210 | +3 |
1368 | ghostnet_100.in1k | 224 | 80.675 | 19.325 | 94.363 | 5.637 | 5.18 | 0.875 | bicubic | +6.716 | +2.821 | -7 |
1369 | regnetx_006.pycls_in1k | 224 | 80.631 | 19.369 | 94.532 | 5.468 | 6.20 | 0.875 | bicubic | +6.747 | +2.866 | -6 |
1370 | skresnet18.ra_in1k | 224 | 80.631 | 19.369 | 94.383 | 5.617 | 11.96 | 0.875 | bicubic | +7.611 | +3.209 | +8 |
1371 | regnety_004.pycls_in1k | 224 | 80.624 | 19.376 | 94.697 | 5.303 | 4.34 | 0.875 | bicubic | +6.618 | +2.941 | -12 |
1372 | pit_ti_224.in1k | 224 | 80.603 | 19.397 | 94.611 | 5.389 | 4.85 | 0.900 | bicubic | +7.679 | +3.199 | +9 |
1373 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 80.564 | 19.436 | 94.758 | 5.242 | 11.69 | 0.875 | bilinear | +7.276 | +3.004 | +1 |
1374 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 80.543 | 19.457 | 94.383 | 5.617 | 3.77 | 0.875 | bicubic | +7.107 | +3.041 | -5 |
1375 | vgg16_bn.tv_in1k | 224 | 80.535 | 19.465 | 94.581 | 5.419 | 138.37 | 0.875 | bilinear | +7.179 | +3.081 | -4 |
1376 | semnasnet_075.rmsp_in1k | 224 | 80.486 | 19.515 | 94.323 | 5.677 | 2.91 | 0.875 | bicubic | +7.478 | +3.197 | +2 |
1377 | hrnet_w18_small.gluon_in1k | 224 | 80.411 | 19.589 | 94.018 | 5.982 | 13.19 | 0.875 | bicubic | +6.479 | +2.846 | -15 |
1378 | resnet34.tv_in1k | 224 | 80.394 | 19.606 | 94.408 | 5.592 | 21.80 | 0.875 | bilinear | +7.096 | +2.986 | -5 |
1379 | resnet18d.ra2_in1k | 224 | 80.392 | 19.608 | 94.229 | 5.771 | 11.71 | 0.875 | bicubic | +8.124 | +3.547 | +11 |
1380 | resnet18.a2_in1k | 288 | 80.289 | 19.711 | 94.094 | 5.906 | 11.69 | 1.000 | bicubic | +7.927 | +3.478 | +6 |
1381 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 80.249 | 19.752 | 94.361 | 5.639 | 3.05 | 1.000 | bicubic | +7.931 | +3.535 | +7 |
1382 | mobilenetv2_100.ra_in1k | 224 | 80.240 | 19.760 | 94.195 | 5.805 | 3.50 | 0.875 | bicubic | +7.304 | +3.193 | -2 |
1383 | vit_base_patch32_224.sam_in1k | 224 | 80.221 | 19.779 | 93.825 | 6.175 | 88.22 | 0.900 | bicubic | +6.515 | +2.813 | -16 |
1384 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 80.112 | 19.888 | 94.590 | 5.410 | 11.69 | 0.875 | bilinear | +7.476 | +3.174 | -2 |
1385 | tf_mobilenetv3_large_075.in1k | 224 | 80.080 | 19.920 | 94.191 | 5.809 | 3.99 | 0.875 | bilinear | +6.632 | +2.847 | -17 |
1386 | deit_tiny_patch16_224.fb_in1k | 224 | 80.024 | 19.976 | 94.451 | 5.549 | 5.72 | 0.900 | bicubic | +7.828 | +3.351 | +7 |
1387 | hrnet_w18_small.ms_in1k | 224 | 79.533 | 20.467 | 93.911 | 6.089 | 13.19 | 0.875 | bilinear | +7.199 | +3.225 | 0 |
1388 | repvgg_a0.rvgg_in1k | 224 | 79.529 | 20.471 | 93.768 | 6.232 | 9.11 | 0.875 | bilinear | +7.105 | +3.254 | -4 |
1389 | vgg19.tv_in1k | 224 | 79.486 | 20.514 | 93.868 | 6.132 | 143.67 | 0.875 | bilinear | +7.086 | +2.990 | -4 |
1390 | regnetx_004.pycls_in1k | 224 | 79.450 | 20.550 | 93.862 | 6.138 | 5.16 | 0.875 | bicubic | +7.018 | +3.014 | -7 |
1391 | resnet18.a1_in1k | 224 | 79.450 | 20.550 | 93.655 | 6.345 | 11.69 | 0.950 | bicubic | +7.962 | +3.579 | +10 |
1392 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 79.251 | 20.749 | 93.734 | 6.266 | 3.92 | 0.875 | bilinear | +6.981 | +3.072 | -3 |
1393 | edgenext_xx_small.in1k | 288 | 79.211 | 20.789 | 93.823 | 6.177 | 1.33 | 1.000 | bicubic | +7.325 | +3.289 | +3 |
1394 | legacy_seresnet18.in1k | 224 | 79.155 | 20.845 | 93.774 | 6.226 | 11.78 | 0.875 | bicubic | +7.413 | +3.434 | +4 |
1395 | resnet14t.c3_in1k | 224 | 79.126 | 20.875 | 93.599 | 6.401 | 10.08 | 0.950 | bicubic | +6.883 | +3.281 | -4 |
1396 | repghostnet_080.in1k | 224 | 79.108 | 20.892 | 93.687 | 6.313 | 3.28 | 0.875 | bicubic | +6.872 | +3.197 | -4 |
1397 | vgg16.tv_in1k | 224 | 79.038 | 20.962 | 93.657 | 6.343 | 138.36 | 0.875 | bilinear | +7.438 | +3.259 | +2 |
1398 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 79.025 | 20.975 | 93.872 | 6.128 | 6.34 | 0.900 | bicubic | +7.205 | +3.058 | -1 |
1399 | vgg13_bn.tv_in1k | 224 | 78.985 | 21.015 | 93.640 | 6.360 | 133.05 | 0.875 | bilinear | +7.429 | +3.268 | +1 |
1400 | lcnet_100.ra2_in1k | 224 | 78.906 | 21.094 | 93.537 | 6.463 | 2.95 | 0.875 | bicubic | +6.778 | +3.169 | -6 |
1401 | pvt_v2_b0.in1k | 224 | 78.739 | 21.261 | 93.855 | 6.145 | 3.67 | 0.900 | bicubic | +8.083 | +3.643 | +8 |
1402 | edgenext_xx_small.in1k | 256 | 78.694 | 21.306 | 93.505 | 6.495 | 1.33 | 0.900 | bicubic | +7.578 | +3.465 | +4 |
1403 | efficientvit_m2.r224_in1k | 224 | 78.615 | 21.385 | 93.561 | 6.439 | 4.19 | 0.875 | bicubic | +7.815 | +3.401 | +5 |
1404 | mobileone_s0.apple_in1k | 224 | 78.513 | 21.487 | 93.337 | 6.663 | 5.29 | 0.875 | bilinear | +7.115 | +3.472 | -1 |
1405 | resnet18.a2_in1k | 224 | 78.489 | 21.511 | 93.294 | 6.706 | 11.69 | 0.950 | bicubic | +7.855 | +3.808 | +5 |
1406 | efficientvit_b0.r224_in1k | 224 | 78.442 | 21.558 | 92.796 | 7.204 | 3.41 | 0.950 | bicubic | +7.038 | +3.362 | -4 |
1407 | tinynet_c.in1k | 184 | 78.429 | 21.571 | 93.140 | 6.860 | 2.46 | 0.875 | bicubic | +7.205 | +3.394 | -2 |
1408 | resnet18.gluon_in1k | 224 | 78.387 | 21.613 | 93.132 | 6.869 | 11.69 | 0.875 | bicubic | +7.543 | +3.382 | -1 |
1409 | resnet14t.c3_in1k | 176 | 78.329 | 21.671 | 93.140 | 6.860 | 10.08 | 0.875 | bicubic | +7.011 | +3.460 | -5 |
1410 | resnet34.a3_in1k | 160 | 78.291 | 21.709 | 93.208 | 6.792 | 21.80 | 0.950 | bicubic | +7.719 | +3.686 | +1 |
1411 | mobilevitv2_050.cvnets_in1k | 256 | 78.128 | 21.872 | 93.580 | 6.420 | 1.37 | 0.888 | bicubic | +7.970 | +3.644 | +3 |
1412 | vgg11_bn.tv_in1k | 224 | 77.951 | 22.049 | 93.232 | 6.768 | 132.87 | 0.875 | bilinear | +7.567 | +3.424 | 0 |
1413 | xcit_nano_12_p16_224.fb_in1k | 224 | 77.906 | 22.094 | 93.435 | 6.565 | 3.05 | 1.000 | bicubic | +7.924 | +3.653 | +2 |
1414 | regnety_002.pycls_in1k | 224 | 77.415 | 22.585 | 92.909 | 7.090 | 3.16 | 0.875 | bicubic | +7.121 | +3.375 | -1 |
1415 | mixer_l16_224.goog_in21k_ft_in1k | 224 | 77.319 | 22.681 | 90.542 | 9.458 | 208.20 | 0.875 | bicubic | +5.229 | +2.892 | -20 |
1416 | resnet18.tv_in1k | 224 | 77.291 | 22.709 | 92.760 | 7.240 | 11.69 | 0.875 | bilinear | +7.540 | +3.680 | +1 |
1417 | vgg13.tv_in1k | 224 | 77.234 | 22.766 | 92.704 | 7.295 | 133.05 | 0.875 | bilinear | +7.294 | +3.448 | -1 |
1418 | mobilevit_xxs.cvnets_in1k | 256 | 76.604 | 23.396 | 92.675 | 7.325 | 1.27 | 0.900 | bicubic | +7.676 | +3.735 | +2 |
1419 | resnet18.a3_in1k | 224 | 76.442 | 23.558 | 92.228 | 7.772 | 11.69 | 0.950 | bicubic | +8.196 | +4.070 | +6 |
1420 | efficientvit_m1.r224_in1k | 224 | 76.405 | 23.595 | 92.551 | 7.449 | 2.98 | 0.875 | bicubic | +8.053 | +3.867 | +3 |
1421 | vgg11.tv_in1k | 224 | 76.395 | 23.605 | 92.160 | 7.840 | 132.86 | 0.875 | bilinear | +7.347 | +3.528 | -3 |
1422 | repghostnet_058.in1k | 224 | 76.262 | 23.738 | 92.064 | 7.936 | 2.55 | 0.875 | bicubic | +7.328 | +3.678 | -3 |
1423 | resnet10t.c3_in1k | 224 | 76.164 | 23.836 | 92.207 | 7.793 | 5.44 | 0.950 | bicubic | +7.818 | +4.185 | +1 |
1424 | regnetx_002.pycls_in1k | 224 | 76.124 | 23.876 | 92.196 | 7.804 | 2.68 | 0.875 | bicubic | +7.364 | +3.632 | -2 |
1425 | lcnet_075.ra2_in1k | 224 | 76.053 | 23.947 | 92.083 | 7.917 | 2.36 | 0.875 | bicubic | +7.269 | +3.695 | -4 |
1426 | dla60x_c.in1k | 224 | 75.671 | 24.329 | 92.164 | 7.836 | 1.32 | 0.875 | bilinear | +7.743 | +3.738 | +1 |
1427 | mobilenetv3_small_100.lamb_in1k | 224 | 74.879 | 25.121 | 91.483 | 8.517 | 2.54 | 0.875 | bicubic | +7.241 | +3.833 | +1 |
1428 | tf_mobilenetv3_small_100.in1k | 224 | 74.729 | 25.271 | 91.268 | 8.732 | 2.54 | 0.875 | bilinear | +6.797 | +3.584 | -2 |
1429 | resnet10t.c3_in1k | 176 | 74.541 | 25.459 | 91.174 | 8.826 | 5.44 | 0.875 | bicubic | +7.817 | +4.200 | +2 |
1430 | tinynet_d.in1k | 152 | 74.272 | 25.727 | 90.924 | 9.076 | 2.34 | 0.875 | bicubic | +7.306 | +3.860 | 0 |
1431 | repghostnet_050.in1k | 224 | 74.255 | 25.745 | 90.830 | 9.170 | 2.31 | 0.875 | bicubic | +7.275 | +3.890 | -2 |
1432 | mnasnet_small.lamb_in1k | 224 | 73.805 | 26.195 | 90.713 | 9.287 | 2.03 | 0.875 | bicubic | +7.609 | +4.241 | 0 |
1433 | dla46x_c.in1k | 224 | 73.638 | 26.362 | 91.114 | 8.886 | 1.07 | 0.875 | bilinear | +7.630 | +4.168 | 0 |
1434 | resnet18.a3_in1k | 160 | 73.626 | 26.374 | 90.618 | 9.382 | 11.69 | 0.950 | bicubic | +7.962 | +4.340 | +2 |
1435 | mobilenetv2_050.lamb_in1k | 224 | 73.440 | 26.560 | 90.330 | 9.670 | 1.97 | 0.875 | bicubic | +7.510 | +4.228 | -1 |
1436 | tf_mobilenetv3_small_075.in1k | 224 | 72.825 | 27.175 | 90.042 | 9.958 | 2.04 | 0.875 | bilinear | +7.093 | +3.900 | -1 |
1437 | dla46_c.in1k | 224 | 72.611 | 27.389 | 90.501 | 9.499 | 1.30 | 0.875 | bilinear | +7.731 | +4.171 | +1 |
1438 | mobilenetv3_small_075.lamb_in1k | 224 | 72.321 | 27.679 | 89.698 | 10.302 | 2.04 | 0.875 | bicubic | +7.055 | +4.232 | -1 |
1439 | efficientvit_m0.r224_in1k | 224 | 71.106 | 28.894 | 89.589 | 10.411 | 2.35 | 0.875 | bicubic | +7.812 | +4.439 | 0 |
1440 | lcnet_050.ra2_in1k | 224 | 70.438 | 29.562 | 88.829 | 11.171 | 1.88 | 0.875 | bicubic | +7.308 | +4.429 | 0 |
1441 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 70.066 | 29.934 | 88.530 | 11.470 | 2.04 | 0.875 | bilinear | +7.172 | +4.246 | 0 |
1442 | tinynet_e.in1k | 106 | 66.836 | 33.164 | 86.259 | 13.741 | 2.04 | 0.875 | bicubic | +6.962 | +4.489 | 0 |
1443 | mobilenetv3_small_050.lamb_in1k | 224 | 64.705 | 35.295 | 84.835 | 15.165 | 1.59 | 0.875 | bicubic | +6.781 | +4.693 | 0 |
1444 | test_efficientnet.r160_in1k | 160 | 52.858 | 47.142 | 76.826 | 23.174 | 0.36 | 0.875 | bicubic | +6.434 | +5.868 | 0 |
1445 | test_byobnet.r160_in1k | 160 | 51.991 | 48.009 | 76.403 | 23.597 | 0.46 | 0.875 | bicubic | +6.591 | +5.793 | 0 |
1446 | test_vit.r160_in1k | 160 | 46.762 | 53.238 | 72.658 | 27.342 | 0.37 | 0.875 | bicubic | +5.930 | +5.452 | 0 |