141 KiB
141 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 256 | 90.617 | 9.383 | 97.913 | 2.087 | 846.47 | 1.000 | bicubic | -7.153 | -1.897 | +15 |
3 | eva_giant_patch14_336.clip_ft_in1k | 336 | 90.517 | 9.483 | 97.213 | 2.787 | 1,013.01 | 1.000 | bicubic | -7.343 | -2.577 | +6 |
4 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 90.477 | 9.523 | 97.277 | 2.723 | 305.08 | 1.000 | bicubic | -7.343 | -2.573 | +7 |
5 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 90.247 | 9.753 | 97.177 | 2.823 | 305.08 | 1.000 | bicubic | -7.783 | -2.713 | -2 |
6 | eva_giant_patch14_224.clip_ft_in1k | 224 | 89.837 | 10.163 | 97.023 | 2.977 | 1,012.56 | 0.900 | bicubic | -7.733 | -2.687 | +30 |
7 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 88.620 | 11.380 | 95.947 | 4.053 | 1,013.01 | 1.000 | bicubic | -9.400 | -3.953 | -3 |
8 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 88.413 | 11.587 | 95.630 | 4.370 | 1,014.45 | 1.000 | bicubic | -9.577 | -4.230 | -3 |
9 | regnety_1280.swag_ft_in1k | 384 | 88.313 | 11.687 | 96.490 | 3.510 | 644.81 | 1.000 | bicubic | -9.447 | -3.300 | +10 |
10 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 87.833 | 12.167 | 95.503 | 4.497 | 305.08 | 1.000 | bicubic | -10.327 | -4.377 | -8 |
11 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 87.530 | 12.470 | 95.757 | 4.243 | 305.08 | 1.000 | bicubic | -10.330 | -4.043 | -3 |
12 | regnety_1280.swag_lc_in1k | 224 | 86.943 | 13.057 | 95.730 | 4.270 | 644.81 | 0.965 | bicubic | -10.477 | -4.010 | +34 |
13 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 384 | 84.577 | 15.423 | 94.400 | 5.600 | 200.13 | 1.000 | bicubic | -12.813 | -5.340 | +37 |
14 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 83.973 | 16.027 | 93.903 | 6.097 | 304.53 | 1.000 | bicubic | -13.647 | -5.907 | +17 |
15 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 83.650 | 16.350 | 93.487 | 6.513 | 304.53 | 1.000 | bicubic | -13.590 | -6.233 | +66 |
16 | eva_large_patch14_336.in22k_ft_in1k | 336 | 83.527 | 16.473 | 93.143 | 6.857 | 304.53 | 1.000 | bicubic | -14.293 | -6.687 | -6 |
17 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 83.273 | 16.727 | 93.123 | 6.877 | 632.05 | 1.000 | bicubic | -13.837 | -6.577 | +89 |
18 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 83.063 | 16.937 | 92.867 | 7.133 | 632.46 | 1.000 | bicubic | -14.557 | -6.893 | +12 |
19 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 82.963 | 17.037 | 92.657 | 7.343 | 632.05 | 1.000 | bicubic | -14.387 | -7.143 | +38 |
20 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 82.397 | 17.603 | 92.967 | 7.033 | 304.20 | 1.000 | bicubic | -15.053 | -6.783 | +24 |
21 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 384 | 82.273 | 17.727 | 92.437 | 7.563 | 200.13 | 1.000 | bicubic | -15.197 | -7.323 | +19 |
22 | vit_large_patch14_clip_224.laion2b_ft_in1k | 224 | 81.697 | 18.303 | 92.240 | 7.760 | 304.20 | 1.000 | bicubic | -15.333 | -7.370 | +102 |
23 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 320 | 81.467 | 18.533 | 92.060 | 7.940 | 200.13 | 1.000 | bicubic | -15.823 | -7.680 | +47 |
24 | regnety_320.swag_lc_in1k | 224 | 81.460 | 18.540 | 93.313 | 6.687 | 145.05 | 0.965 | bicubic | -15.400 | -6.347 | +136 |
25 | eva_large_patch14_196.in22k_ft_in1k | 196 | 81.297 | 18.703 | 91.553 | 8.447 | 304.14 | 1.000 | bicubic | -16.233 | -8.237 | +12 |
26 | regnety_320.swag_ft_in1k | 384 | 81.263 | 18.737 | 92.720 | 7.280 | 145.05 | 1.000 | bicubic | -16.137 | -7.040 | +22 |
27 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 80.990 | 19.010 | 91.943 | 8.057 | 200.13 | 1.000 | bicubic | -16.140 | -7.737 | +75 |
28 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 80.093 | 19.907 | 89.333 | 10.667 | 304.53 | 1.000 | bicubic | -17.807 | -10.547 | -22 |
29 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 79.520 | 20.480 | 89.243 | 10.757 | 468.53 | 0.875 | bilinear | -17.270 | -10.287 | +151 |
30 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 78.897 | 21.103 | 88.460 | 11.540 | 194.03 | 0.875 | bilinear | -17.583 | -11.020 | +230 |
31 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 78.730 | 21.270 | 89.010 | 10.990 | 304.20 | 1.000 | bicubic | -18.910 | -10.720 | -3 |
32 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 78.510 | 21.490 | 88.323 | 11.677 | 304.14 | 1.000 | bicubic | -19.110 | -11.407 | -3 |
33 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 78.497 | 21.503 | 88.580 | 11.420 | 304.53 | 1.000 | bicubic | -18.963 | -11.200 | +9 |
34 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 78.293 | 21.707 | 88.787 | 11.213 | 304.20 | 1.000 | bicubic | -19.097 | -10.943 | +15 |
35 | regnety_160.swag_lc_in1k | 224 | 78.223 | 21.777 | 91.697 | 8.303 | 83.59 | 0.965 | bicubic | -18.207 | -8.063 | +237 |
36 | regnety_160.swag_ft_in1k | 384 | 77.717 | 22.283 | 90.713 | 9.287 | 83.59 | 1.000 | bicubic | -19.453 | -9.067 | +61 |
37 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 77.533 | 22.467 | 89.323 | 10.677 | 87.12 | 1.000 | bicubic | -20.177 | -10.437 | -14 |
38 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 77.430 | 22.570 | 88.423 | 11.577 | 87.12 | 1.000 | bicubic | -20.170 | -11.397 | -6 |
39 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 76.350 | 23.650 | 88.520 | 11.480 | 480.31 | 0.936 | bicubic | -21.420 | -11.370 | -21 |
40 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 76.303 | 23.697 | 87.063 | 12.937 | 304.43 | 0.950 | bicubic | -21.457 | -12.787 | -18 |
41 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 76.220 | 23.780 | 87.740 | 12.260 | 194.03 | 0.875 | bilinear | -20.050 | -11.750 | +277 |
42 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 75.970 | 24.030 | 86.617 | 13.383 | 660.29 | 1.000 | bicubic | -21.890 | -13.293 | -35 |
43 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 224 | 75.873 | 24.127 | 86.257 | 13.743 | 88.79 | 0.875 | bilinear | -20.077 | -13.113 | +377 |
44 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 75.837 | 24.163 | 86.933 | 13.067 | 660.29 | 1.000 | bicubic | -21.973 | -12.927 | -31 |
45 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 75.590 | 24.410 | 87.037 | 12.963 | 88.79 | 0.875 | bilinear | -20.680 | -12.553 | +272 |
46 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 75.207 | 24.793 | 88.483 | 11.517 | 88.59 | 1.000 | bicubic | -21.853 | -11.107 | +72 |
47 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 384 | 75.163 | 24.837 | 88.520 | 11.480 | 88.59 | 1.000 | bicubic | -21.697 | -11.170 | +114 |
48 | tf_efficientnet_l2.ns_jft_in1k | 800 | 74.590 | 25.410 | 87.487 | 12.513 | 480.31 | 0.960 | bicubic | -23.180 | -12.323 | -34 |
49 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 73.703 | 26.297 | 87.303 | 12.697 | 88.59 | 1.000 | bicubic | -23.097 | -12.337 | +126 |
50 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 73.447 | 26.553 | 87.200 | 12.800 | 88.59 | 1.000 | bicubic | -23.133 | -12.440 | +177 |
51 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 73.187 | 26.813 | 84.807 | 15.193 | 305.00 | 1.000 | bicubic | -24.633 | -14.983 | -39 |
52 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 73.047 | 26.953 | 84.940 | 15.060 | 305.67 | 1.000 | bicubic | -24.723 | -14.910 | -36 |
53 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 72.703 | 27.297 | 85.193 | 14.807 | 44.18 | 0.875 | bilinear | -23.377 | -14.327 | +319 |
54 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 71.903 | 28.097 | 83.030 | 16.970 | 475.77 | 1.000 | bicubic | -25.857 | -16.830 | -33 |
55 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 71.777 | 28.223 | 82.813 | 17.187 | 475.32 | 1.000 | bicubic | -25.983 | -17.007 | -35 |
56 | beit_large_patch16_224.in22k_ft_in22k_in1k | 224 | 71.033 | 28.967 | 83.313 | 16.687 | 304.43 | 0.900 | bicubic | -26.467 | -16.367 | -18 |
57 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 70.843 | 29.157 | 82.207 | 17.793 | 632.13 | 1.000 | bicubic | -26.407 | -17.513 | +19 |
58 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 70.620 | 29.380 | 82.403 | 17.597 | 304.76 | 1.000 | bicubic | -26.960 | -17.377 | -24 |
59 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 70.597 | 29.403 | 83.703 | 16.297 | 86.86 | 1.000 | bicubic | -26.323 | -15.967 | +86 |
60 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 70.437 | 29.563 | 83.407 | 16.593 | 304.43 | 0.950 | bicubic | -26.853 | -16.333 | +9 |
61 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 70.433 | 29.567 | 82.413 | 17.587 | 98.75 | 1.000 | bicubic | -27.217 | -17.447 | -35 |
62 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 70.433 | 29.567 | 81.620 | 18.380 | 119.88 | 1.000 | bicubic | -27.337 | -18.190 | -47 |
63 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 70.357 | 29.643 | 81.660 | 18.340 | 212.33 | 1.000 | bicubic | -27.303 | -18.070 | -38 |
64 | maxvit_large_tf_384.in21k_ft_in1k | 384 | 70.013 | 29.987 | 80.990 | 19.010 | 212.03 | 1.000 | bicubic | -27.657 | -18.830 | -40 |
65 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 69.720 | 30.280 | 81.187 | 18.813 | 304.37 | 1.000 | bicubic | -27.600 | -18.453 | -2 |
66 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 69.597 | 30.403 | 80.713 | 19.287 | 119.65 | 1.000 | bicubic | -27.973 | -19.057 | -31 |
67 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 69.107 | 30.893 | 82.877 | 17.123 | 25.03 | 0.875 | bilinear | -26.553 | -16.543 | +447 |
68 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 68.963 | 31.037 | 79.890 | 20.110 | 116.14 | 1.000 | bicubic | -28.357 | -19.700 | -6 |
69 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 68.703 | 31.297 | 82.397 | 17.603 | 86.57 | 1.000 | bicubic | -27.627 | -17.153 | +232 |
70 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 68.530 | 31.470 | 80.987 | 19.013 | 197.96 | 1.000 | bicubic | -29.120 | -18.813 | -43 |
71 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 68.380 | 31.620 | 83.387 | 16.613 | 25.56 | 0.875 | bilinear | -26.870 | -15.923 | +558 |
72 | caformer_b36.sail_in22k_ft_in1k | 224 | 68.323 | 31.677 | 80.650 | 19.350 | 98.75 | 1.000 | bicubic | -29.057 | -19.180 | -21 |
73 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 68.060 | 31.940 | 81.833 | 18.167 | 75.26 | 0.965 | bicubic | -28.970 | -17.837 | +52 |
74 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 68.010 | 31.990 | 80.620 | 19.380 | 116.09 | 1.000 | bicubic | -29.460 | -19.140 | -33 |
75 | convnext_xlarge.fb_in22k_ft_in1k_384 | 384 | 67.780 | 32.220 | 80.127 | 19.873 | 350.20 | 1.000 | bicubic | -29.800 | -19.583 | -42 |
76 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 67.727 | 32.273 | 81.730 | 18.270 | 75.26 | 0.965 | bicubic | -29.143 | -17.920 | +80 |
77 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 67.593 | 32.407 | 81.000 | 19.000 | 39.57 | 0.965 | bicubic | -28.947 | -18.470 | +162 |
78 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 384 | 67.517 | 32.483 | 80.143 | 19.857 | 196.74 | 1.000 | bicubic | -29.783 | -19.637 | -11 |
79 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 67.260 | 32.740 | 81.823 | 18.177 | 86.86 | 1.000 | bicubic | -29.560 | -17.837 | +90 |
80 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 67.213 | 32.787 | 80.533 | 19.467 | 39.57 | 0.965 | bicubic | -29.317 | -19.017 | +162 |
81 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 67.123 | 32.877 | 78.720 | 21.280 | 304.72 | 1.000 | bicubic | -30.307 | -21.060 | -36 |
82 | tf_efficientnet_b7.ns_jft_in1k | 600 | 67.017 | 32.983 | 81.080 | 18.920 | 66.35 | 0.949 | bicubic | -30.183 | -18.560 | +8 |
83 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 67.003 | 32.997 | 79.723 | 20.277 | 88.72 | 1.000 | bicubic | -30.367 | -19.997 | -31 |
84 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 66.520 | 33.480 | 78.267 | 21.733 | 73.88 | 1.000 | bicubic | -30.850 | -21.433 | -31 |
85 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 66.510 | 33.490 | 79.427 | 20.573 | 197.77 | 1.000 | bicubic | -30.820 | -20.333 | -24 |
86 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 66.463 | 33.537 | 78.993 | 21.007 | 99.88 | 1.000 | bicubic | -30.987 | -20.697 | -43 |
87 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 66.353 | 33.647 | 77.863 | 22.137 | 116.14 | 0.950 | bicubic | -30.737 | -21.747 | +21 |
88 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 66.313 | 33.687 | 80.460 | 19.540 | 75.26 | 1.000 | bicubic | -30.787 | -19.280 | +19 |
89 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 66.250 | 33.750 | 80.500 | 19.500 | 75.26 | 1.000 | bicubic | -30.830 | -19.210 | +21 |
90 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 66.010 | 33.990 | 78.967 | 21.033 | 197.96 | 0.875 | bicubic | -31.260 | -20.743 | -18 |
91 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 384 | 65.950 | 34.050 | 79.240 | 20.760 | 196.74 | 1.000 | bicubic | -31.230 | -20.450 | +4 |
92 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 65.927 | 34.073 | 78.683 | 21.317 | 86.86 | 1.000 | bicubic | -31.303 | -20.977 | -8 |
93 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 65.883 | 34.117 | 80.870 | 19.130 | 86.57 | 0.900 | bicubic | -30.477 | -18.680 | +198 |
94 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 224 | 65.740 | 34.260 | 78.847 | 21.153 | 86.53 | 0.900 | bicubic | -31.220 | -20.873 | +41 |
95 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 65.517 | 34.483 | 78.860 | 21.140 | 87.92 | 1.000 | bicubic | -31.743 | -20.880 | -21 |
96 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 65.507 | 34.493 | 78.437 | 21.563 | 196.74 | 0.900 | bicubic | -31.713 | -21.273 | -9 |
97 | tf_efficientnet_b6.ns_jft_in1k | 528 | 65.447 | 34.553 | 79.443 | 20.557 | 43.04 | 0.942 | bicubic | -31.613 | -20.247 | +20 |
98 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 65.350 | 34.650 | 78.413 | 21.587 | 56.20 | 1.000 | bicubic | -32.010 | -21.317 | -44 |
99 | convformer_b36.sail_in22k_ft_in1k | 224 | 65.273 | 34.727 | 77.950 | 22.050 | 99.88 | 1.000 | bicubic | -31.957 | -21.810 | -16 |
100 | vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 65.250 | 34.750 | 78.420 | 21.580 | 64.27 | 1.000 | bicubic | -32.160 | -21.350 | -53 |
101 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 65.207 | 34.793 | 78.883 | 21.117 | 86.86 | 0.950 | bicubic | -31.923 | -20.837 | +4 |
102 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 65.077 | 34.923 | 77.700 | 22.300 | 350.20 | 0.875 | bicubic | -32.183 | -22.100 | -27 |
103 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 64.973 | 35.027 | 77.720 | 22.280 | 672.78 | 0.900 | bicubic | -32.237 | -21.920 | -14 |
104 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 64.827 | 35.173 | 79.227 | 20.773 | 57.87 | 1.000 | bicubic | -32.353 | -20.533 | -10 |
105 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 64.767 | 35.233 | 77.843 | 22.157 | 350.20 | 1.000 | bicubic | -32.713 | -21.977 | -66 |
106 | convnext_base.fb_in22k_ft_in1k_384 | 384 | 64.740 | 35.260 | 78.177 | 21.823 | 88.59 | 1.000 | bicubic | -32.500 | -21.583 | -27 |
107 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 64.733 | 35.267 | 77.697 | 22.303 | 86.57 | 0.950 | bicubic | -31.897 | -21.783 | +105 |
108 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 64.670 | 35.330 | 78.170 | 21.830 | 197.96 | 1.000 | bicubic | -32.670 | -21.590 | -50 |
109 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 64.610 | 35.390 | 78.250 | 21.750 | 88.72 | 0.875 | bicubic | -32.550 | -21.410 | -11 |
110 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 64.570 | 35.430 | 78.997 | 21.003 | 39.57 | 1.000 | bicubic | -32.170 | -20.603 | +78 |
111 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 64.367 | 35.633 | 76.273 | 23.727 | 304.33 | 0.900 | bicubic | -32.353 | -23.367 | +84 |
112 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 64.267 | 35.733 | 78.343 | 21.657 | 39.57 | 1.000 | bicubic | -32.343 | -21.127 | +104 |
113 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 64.180 | 35.820 | 75.910 | 24.090 | 329.09 | 1.000 | bicubic | -32.780 | -23.730 | +23 |
114 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 63.940 | 36.060 | 77.457 | 22.543 | 116.09 | 0.950 | bicubic | -33.140 | -22.223 | -3 |
115 | convnext_large.fb_in22k_ft_in1k | 288 | 63.940 | 36.060 | 77.323 | 22.677 | 197.77 | 1.000 | bicubic | -33.300 | -22.397 | -35 |
116 | hgnet_base.ssld_in1k | 224 | 63.937 | 36.063 | 76.793 | 23.207 | 71.58 | 0.965 | bicubic | -32.713 | -22.767 | +92 |
117 | convnext_large.fb_in22k_ft_in1k | 224 | 63.837 | 36.163 | 77.273 | 22.727 | 197.77 | 0.875 | bicubic | -33.393 | -22.427 | -32 |
118 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 224 | 63.737 | 36.263 | 78.063 | 21.937 | 196.53 | 0.900 | bicubic | -33.233 | -21.607 | +16 |
119 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 63.617 | 36.383 | 78.487 | 21.513 | 44.82 | 1.000 | bicubic | -33.603 | -21.233 | -33 |
120 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 63.557 | 36.443 | 76.537 | 23.463 | 149.39 | 1.000 | bicubic | -33.803 | -23.143 | -65 |
121 | hrnet_w48_ssld.paddle_in1k | 224 | 63.483 | 36.517 | 76.577 | 23.423 | 77.47 | 0.950 | bilinear | -32.737 | -22.823 | +212 |
122 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 63.403 | 36.597 | 77.837 | 22.163 | 86.74 | 1.000 | bicubic | -33.937 | -21.873 | -63 |
123 | caformer_m36.sail_in22k_ft_in1k | 224 | 63.367 | 36.633 | 76.723 | 23.277 | 56.20 | 1.000 | bicubic | -33.663 | -23.007 | 0 |
124 | vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 63.297 | 36.703 | 76.817 | 23.183 | 64.11 | 0.950 | bicubic | -33.833 | -22.903 | -20 |
125 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 63.157 | 36.843 | 77.070 | 22.930 | 88.72 | 1.000 | bicubic | -34.053 | -22.690 | -37 |
126 | convnextv2_huge.fcmae_ft_in1k | 224 | 63.083 | 36.917 | 76.237 | 23.763 | 660.29 | 0.875 | bicubic | -33.857 | -23.413 | +16 |
127 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 63.047 | 36.953 | 77.220 | 22.780 | 39.30 | 1.000 | bicubic | -34.233 | -22.500 | -56 |
128 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 63.020 | 36.980 | 76.770 | 23.230 | 87.92 | 0.900 | bicubic | -34.040 | -22.900 | -9 |
129 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 384 | 63.010 | 36.990 | 77.733 | 22.267 | 87.90 | 1.000 | bicubic | -34.060 | -21.897 | -17 |
130 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 63.010 | 36.990 | 76.693 | 23.307 | 86.57 | 0.950 | bicubic | -33.520 | -22.897 | +115 |
131 | tf_efficientnet_b5.ns_jft_in1k | 456 | 62.877 | 37.123 | 77.727 | 22.273 | 30.39 | 0.934 | bicubic | -34.023 | -21.913 | +17 |
132 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 62.680 | 37.320 | 75.593 | 24.407 | 86.88 | 1.000 | bicubic | -34.560 | -24.147 | -50 |
133 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 62.420 | 37.580 | 76.640 | 23.360 | 118.52 | 1.000 | bicubic | -34.450 | -22.980 | +25 |
134 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 62.417 | 37.583 | 76.617 | 23.383 | 86.58 | 0.900 | bicubic | -34.523 | -23.023 | +7 |
135 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 62.403 | 37.597 | 76.737 | 23.263 | 118.52 | 1.000 | bicubic | -34.917 | -22.943 | -71 |
136 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 62.353 | 37.647 | 75.000 | 25.000 | 73.88 | 0.950 | bicubic | -34.837 | -24.650 | -44 |
137 | convnext_base.fb_in22k_ft_in1k | 288 | 62.243 | 37.757 | 76.173 | 23.827 | 88.59 | 1.000 | bicubic | -34.997 | -23.507 | -61 |
138 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 62.243 | 37.757 | 75.677 | 24.323 | 86.58 | 0.900 | bicubic | -34.847 | -23.933 | -28 |
139 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 62.177 | 37.823 | 75.450 | 24.550 | 208.12 | 1.000 | bicubic | -34.723 | -24.010 | +10 |
140 | hgnet_base.ssld_in1k | 288 | 62.153 | 37.847 | 75.257 | 24.743 | 71.58 | 1.000 | bicubic | -34.647 | -24.453 | +34 |
141 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 62.127 | 37.873 | 75.607 | 24.393 | 208.12 | 1.000 | bicubic | -35.193 | -24.113 | -76 |
142 | hrnet_w48_ssld.paddle_in1k | 288 | 62.037 | 37.963 | 75.290 | 24.710 | 77.47 | 1.000 | bilinear | -34.513 | -24.350 | +92 |
143 | nextvit_large.bd_ssld_6m_in1k | 224 | 61.930 | 38.070 | 76.800 | 23.200 | 57.87 | 0.950 | bicubic | -34.980 | -22.840 | +4 |
144 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 61.920 | 38.080 | 74.723 | 25.277 | 86.59 | 1.000 | bicubic | -34.970 | -24.897 | +8 |
145 | convnext_base.fb_in22k_ft_in1k | 224 | 61.783 | 38.217 | 75.820 | 24.180 | 88.59 | 0.875 | bicubic | -35.077 | -23.900 | +18 |
146 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 61.773 | 38.227 | 75.250 | 24.750 | 57.05 | 1.000 | bicubic | -35.587 | -24.530 | -90 |
147 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 61.487 | 38.513 | 76.003 | 23.997 | 86.53 | 0.900 | bicubic | -35.283 | -23.607 | +37 |
148 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 61.487 | 38.513 | 74.580 | 25.420 | 64.11 | 0.950 | bicubic | -35.313 | -25.100 | +28 |
149 | convnextv2_huge.fcmae_ft_in1k | 288 | 61.260 | 38.740 | 74.420 | 25.580 | 660.29 | 1.000 | bicubic | -36.010 | -25.300 | -76 |
150 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 61.200 | 38.800 | 73.927 | 26.073 | 73.87 | 0.950 | bicubic | -35.800 | -25.713 | -20 |
151 | vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 61.183 | 38.817 | 74.697 | 25.303 | 60.60 | 1.000 | bicubic | -35.947 | -24.953 | -48 |
152 | tf_efficientnet_b4.ns_jft_in1k | 380 | 61.110 | 38.890 | 76.053 | 23.947 | 19.34 | 0.922 | bicubic | -35.600 | -23.587 | +44 |
153 | maxvit_base_tf_512.in1k | 512 | 61.027 | 38.973 | 73.977 | 26.023 | 119.88 | 1.000 | bicubic | -36.173 | -25.723 | -62 |
154 | convformer_m36.sail_in22k_ft_in1k | 224 | 60.910 | 39.090 | 74.460 | 25.540 | 57.05 | 1.000 | bicubic | -36.160 | -25.310 | -39 |
155 | nextvit_base.bd_ssld_6m_in1k | 224 | 60.793 | 39.207 | 76.337 | 23.663 | 44.82 | 0.950 | bicubic | -36.087 | -23.323 | -2 |
156 | caformer_s36.sail_in22k_ft_in1k | 224 | 60.697 | 39.303 | 75.083 | 24.917 | 39.30 | 1.000 | bicubic | -36.133 | -24.537 | +10 |
157 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 60.393 | 39.607 | 75.703 | 24.297 | 31.76 | 1.000 | bicubic | -36.677 | -24.057 | -43 |
158 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 60.300 | 39.700 | 73.740 | 26.260 | 88.30 | 1.000 | bicubic | -36.310 | -25.850 | +63 |
159 | hiera_large_224.mae_in1k_ft_in1k | 224 | 60.300 | 39.700 | 73.197 | 26.803 | 213.74 | 0.900 | bicubic | -36.450 | -26.393 | +26 |
160 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 60.257 | 39.743 | 75.120 | 24.880 | 54.14 | 1.000 | bicubic | -36.763 | -24.500 | -32 |
161 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 60.193 | 39.807 | 74.990 | 25.010 | 54.14 | 1.000 | bicubic | -36.317 | -24.700 | +88 |
162 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 60.187 | 39.813 | 73.847 | 26.153 | 86.86 | 1.000 | bicubic | -36.833 | -25.863 | -35 |
163 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 60.163 | 39.837 | 75.380 | 24.620 | 86.53 | 0.900 | bicubic | -36.497 | -24.280 | +44 |
164 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 60.120 | 39.880 | 73.317 | 26.683 | 88.34 | 1.000 | bicubic | -36.450 | -26.263 | +66 |
165 | hgnet_small.ssld_in1k | 224 | 60.010 | 39.990 | 75.160 | 24.840 | 24.36 | 0.965 | bicubic | -36.150 | -24.180 | +180 |
166 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 59.927 | 40.073 | 74.257 | 25.743 | 50.22 | 1.000 | bicubic | -37.213 | -25.383 | -66 |
167 | maxvit_large_tf_512.in1k | 512 | 59.880 | 40.120 | 72.797 | 27.203 | 212.33 | 1.000 | bicubic | -37.180 | -26.903 | -47 |
168 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 59.867 | 40.133 | 73.860 | 26.140 | 40.01 | 1.000 | bicubic | -37.193 | -25.840 | -52 |
169 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 59.560 | 40.440 | 74.657 | 25.343 | 21.27 | 1.000 | bicubic | -37.330 | -25.053 | -19 |
170 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 59.517 | 40.483 | 74.893 | 25.107 | 19.80 | 0.965 | bicubic | -36.583 | -24.577 | +192 |
171 | convnextv2_large.fcmae_ft_in1k | 224 | 59.463 | 40.537 | 74.003 | 25.997 | 197.96 | 0.875 | bicubic | -37.387 | -25.767 | -6 |
172 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 224 | 59.307 | 40.693 | 73.907 | 26.093 | 87.77 | 0.900 | bicubic | -37.363 | -25.753 | +34 |
173 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 59.207 | 40.793 | 73.663 | 26.337 | 86.57 | 0.900 | bicubic | -37.293 | -25.857 | +80 |
174 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 59.200 | 40.800 | 72.953 | 27.047 | 93.59 | 0.950 | bicubic | -38.130 | -26.797 | -114 |
175 | maxvit_base_tf_384.in1k | 384 | 59.170 | 40.830 | 71.707 | 28.293 | 119.65 | 1.000 | bicubic | -37.970 | -27.873 | -74 |
176 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 59.017 | 40.983 | 73.863 | 26.137 | 88.22 | 0.900 | bicubic | -35.763 | -25.187 | +593 |
177 | vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 58.977 | 41.023 | 72.723 | 27.277 | 60.40 | 0.950 | bicubic | -37.633 | -26.857 | +41 |
178 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 58.957 | 41.043 | 73.950 | 26.050 | 21.23 | 1.000 | bicubic | -37.993 | -25.680 | -38 |
179 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 58.953 | 41.047 | 72.727 | 27.273 | 93.59 | 1.000 | bicubic | -38.347 | -27.053 | -113 |
180 | convformer_s36.sail_in22k_ft_in1k | 224 | 58.890 | 41.110 | 72.837 | 27.163 | 40.01 | 1.000 | bicubic | -37.660 | -26.763 | +55 |
181 | volo_d5_512.sail_in1k | 512 | 58.773 | 41.227 | 73.130 | 26.870 | 296.09 | 1.150 | bicubic | -38.527 | -26.640 | -113 |
182 | volo_d5_448.sail_in1k | 448 | 58.693 | 41.307 | 72.983 | 27.017 | 295.91 | 1.150 | bicubic | -38.547 | -26.737 | -104 |
183 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 58.693 | 41.307 | 71.857 | 28.143 | 328.99 | 0.900 | bicubic | -37.527 | -27.673 | +149 |
184 | convnext_small.in12k_ft_in1k_384 | 384 | 58.640 | 41.360 | 72.643 | 27.357 | 50.22 | 1.000 | bicubic | -38.350 | -27.017 | -53 |
185 | nextvit_small.bd_ssld_6m_in1k | 224 | 58.580 | 41.420 | 74.237 | 25.763 | 31.76 | 0.950 | bicubic | -38.030 | -25.273 | +34 |
186 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 58.570 | 41.430 | 73.197 | 26.803 | 88.30 | 0.950 | bicubic | -37.830 | -26.423 | +95 |
187 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 58.443 | 41.557 | 73.027 | 26.973 | 22.13 | 1.000 | bicubic | -38.247 | -26.443 | +12 |
188 | maxvit_large_tf_384.in1k | 384 | 58.420 | 41.580 | 71.127 | 28.873 | 212.03 | 1.000 | bicubic | -38.540 | -28.593 | -50 |
189 | efficientvit_l3.r384_in1k | 384 | 58.360 | 41.640 | 72.663 | 27.337 | 246.04 | 1.000 | bicubic | -38.380 | -26.957 | +3 |
190 | deit3_large_patch16_384.fb_in1k | 384 | 58.327 | 41.673 | 72.947 | 27.053 | 304.76 | 1.000 | bicubic | -38.543 | -26.643 | -33 |
191 | hgnet_small.ssld_in1k | 288 | 58.230 | 41.770 | 73.760 | 26.240 | 24.36 | 1.000 | bicubic | -38.170 | -25.770 | +87 |
192 | deit3_huge_patch14_224.fb_in1k | 224 | 58.113 | 41.887 | 72.093 | 27.907 | 632.13 | 0.900 | bicubic | -38.477 | -27.427 | +33 |
193 | convnextv2_large.fcmae_ft_in1k | 288 | 58.063 | 41.937 | 72.560 | 27.440 | 197.96 | 1.000 | bicubic | -38.787 | -27.120 | -29 |
194 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 57.970 | 42.030 | 71.617 | 28.383 | 93.59 | 0.875 | bicubic | -38.990 | -27.943 | -57 |
195 | tf_efficientnet_b8.ap_in1k | 672 | 57.877 | 42.123 | 72.933 | 27.067 | 87.41 | 0.954 | bicubic | -38.683 | -26.617 | +37 |
196 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 57.850 | 42.150 | 71.740 | 28.260 | 186.27 | 1.000 | bicubic | -39.190 | -27.940 | -75 |
197 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 57.677 | 42.323 | 71.377 | 28.623 | 93.59 | 1.000 | bicubic | -39.503 | -28.363 | -104 |
198 | efficientvit_l3.r320_in1k | 320 | 57.607 | 42.393 | 71.553 | 28.447 | 246.04 | 1.000 | bicubic | -39.143 | -27.857 | -11 |
199 | convnext_small.fb_in22k_ft_in1k | 288 | 57.603 | 42.397 | 72.497 | 27.503 | 50.22 | 1.000 | bicubic | -39.267 | -27.013 | -40 |
200 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 57.550 | 42.450 | 72.913 | 27.087 | 19.80 | 0.965 | bicubic | -38.470 | -26.437 | +198 |
201 | efficientvit_l3.r224_in1k | 224 | 57.533 | 42.467 | 71.353 | 28.647 | 246.04 | 1.000 | bicubic | -38.967 | -28.237 | +54 |
202 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 57.500 | 42.500 | 71.597 | 28.403 | 60.40 | 0.950 | bicubic | -39.050 | -27.963 | +36 |
203 | mvitv2_large.fb_in1k | 224 | 57.497 | 42.503 | 70.760 | 29.240 | 217.99 | 0.900 | bicubic | -38.933 | -28.710 | +71 |
204 | cait_m48_448.fb_dist_in1k | 448 | 57.430 | 42.570 | 71.797 | 28.203 | 356.46 | 1.000 | bicubic | -39.460 | -27.823 | -53 |
205 | tf_efficientnet_b3.ns_jft_in1k | 300 | 57.410 | 42.590 | 72.447 | 27.553 | 12.23 | 0.904 | bicubic | -38.700 | -27.023 | +156 |
206 | cait_m36_384.fb_dist_in1k | 384 | 57.407 | 42.593 | 72.310 | 27.690 | 271.22 | 1.000 | bicubic | -39.413 | -27.320 | -38 |
207 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 57.390 | 42.610 | 73.290 | 26.710 | 16.29 | 0.965 | bicubic | -38.400 | -25.990 | +267 |
208 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 57.340 | 42.660 | 72.960 | 27.040 | 19.80 | 1.000 | bicubic | -38.960 | -26.610 | +102 |
209 | convnext_small.fb_in22k_ft_in1k | 224 | 57.303 | 42.697 | 72.497 | 27.503 | 50.22 | 0.875 | bicubic | -39.207 | -26.993 | +41 |
210 | volo_d4_448.sail_in1k | 448 | 57.273 | 42.727 | 71.427 | 28.573 | 193.41 | 1.150 | bicubic | -39.797 | -28.283 | -97 |
211 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 57.160 | 42.840 | 72.553 | 27.447 | 21.20 | 0.950 | bicubic | -39.240 | -26.947 | +69 |
212 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 57.030 | 42.970 | 71.330 | 28.670 | 88.22 | 0.900 | bicubic | -38.220 | -27.760 | +420 |
213 | efficientvit_l3.r256_in1k | 256 | 56.990 | 43.010 | 70.777 | 29.223 | 246.04 | 1.000 | bicubic | -39.650 | -28.823 | -3 |
214 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 56.967 | 43.033 | 72.927 | 27.073 | 16.29 | 0.965 | bicubic | -38.783 | -26.503 | +274 |
215 | maxvit_small_tf_512.in1k | 512 | 56.947 | 43.053 | 70.953 | 29.047 | 69.13 | 1.000 | bicubic | -40.233 | -28.667 | -119 |
216 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 56.860 | 43.140 | 70.680 | 29.320 | 86.57 | 0.900 | bicubic | -39.440 | -28.940 | +96 |
217 | convnext_small.in12k_ft_in1k | 224 | 56.750 | 43.250 | 71.060 | 28.940 | 50.22 | 0.950 | bicubic | -39.820 | -28.470 | +12 |
218 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 56.677 | 43.323 | 69.747 | 30.253 | 38.85 | 1.000 | bicubic | -39.483 | -29.733 | +128 |
219 | efficientvit_l2.r288_in1k | 288 | 56.530 | 43.470 | 70.143 | 29.857 | 63.71 | 1.000 | bicubic | -40.150 | -29.497 | -14 |
220 | deit3_large_patch16_224.fb_in1k | 224 | 56.483 | 43.517 | 70.467 | 29.533 | 304.37 | 0.900 | bicubic | -39.737 | -28.833 | +115 |
221 | rdnet_large.nv_in1k | 224 | 56.413 | 43.587 | 70.027 | 29.973 | 186.27 | 0.900 | bicubic | -39.967 | -29.393 | +64 |
222 | volo_d5_224.sail_in1k | 224 | 56.383 | 43.617 | 70.690 | 29.310 | 295.46 | 0.960 | bicubic | -40.527 | -28.970 | -76 |
223 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 56.373 | 43.627 | 71.247 | 28.753 | 188.93 | 1.000 | bicubic | -40.417 | -28.303 | -44 |
224 | hgnet_tiny.ssld_in1k | 224 | 56.340 | 43.660 | 71.977 | 28.023 | 14.74 | 0.965 | bicubic | -39.020 | -27.353 | +373 |
225 | flexivit_large.1200ep_in1k | 240 | 56.263 | 43.737 | 71.567 | 28.433 | 304.36 | 0.950 | bicubic | -40.537 | -28.043 | -48 |
226 | dm_nfnet_f5.dm_in1k | 416 | 56.250 | 43.750 | 70.100 | 29.900 | 377.21 | 0.954 | bicubic | -40.560 | -29.500 | -54 |
227 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 56.063 | 43.937 | 71.803 | 28.197 | 28.64 | 1.000 | bicubic | -40.567 | -27.757 | -16 |
228 | flexivit_large.600ep_in1k | 240 | 56.060 | 43.940 | 71.213 | 28.787 | 304.36 | 0.950 | bicubic | -40.690 | -28.337 | -42 |
229 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 55.997 | 44.003 | 70.683 | 29.317 | 188.93 | 1.000 | bicubic | -40.633 | -28.907 | -16 |
230 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 55.970 | 44.030 | 70.337 | 29.663 | 38.88 | 0.950 | bicubic | -40.520 | -29.203 | +27 |
231 | dm_nfnet_f6.dm_in1k | 448 | 55.900 | 44.100 | 69.860 | 30.140 | 438.36 | 0.956 | bicubic | -41.030 | -29.860 | -88 |
232 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 55.857 | 44.143 | 71.273 | 28.727 | 26.34 | 1.000 | bicubic | -40.663 | -28.317 | +15 |
233 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 55.840 | 44.160 | 72.177 | 27.823 | 88.22 | 0.900 | bicubic | -38.600 | -27.003 | +635 |
234 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 55.730 | 44.270 | 70.987 | 29.013 | 39.03 | 0.950 | bicubic | -40.770 | -28.603 | +17 |
235 | efficientvit_l2.r384_in1k | 384 | 55.723 | 44.277 | 69.907 | 30.093 | 63.71 | 1.000 | bicubic | -40.967 | -29.693 | -33 |
236 | flexivit_large.300ep_in1k | 240 | 55.697 | 44.303 | 70.690 | 29.310 | 304.36 | 0.950 | bicubic | -40.993 | -28.890 | -35 |
237 | regnety_160.sw_in12k_ft_in1k | 224 | 55.657 | 44.343 | 69.967 | 30.033 | 83.59 | 0.950 | bicubic | -40.933 | -29.723 | -15 |
238 | convnext_small.in12k_ft_in1k | 288 | 55.643 | 44.357 | 70.597 | 29.403 | 50.22 | 1.000 | bicubic | -40.947 | -28.973 | -15 |
239 | regnety_160.lion_in12k_ft_in1k | 224 | 55.587 | 44.413 | 69.723 | 30.277 | 83.59 | 0.950 | bicubic | -40.923 | -29.797 | +9 |
240 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 55.560 | 44.440 | 68.980 | 31.020 | 69.90 | 0.900 | bicubic | -40.820 | -30.490 | +47 |
241 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 55.390 | 44.610 | 71.037 | 28.963 | 19.80 | 1.000 | bicubic | -40.870 | -28.363 | +79 |
242 | hrnet_w18_ssld.paddle_in1k | 224 | 55.287 | 44.713 | 69.797 | 30.203 | 21.30 | 0.950 | bilinear | -39.863 | -29.353 | +421 |
243 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 55.100 | 44.900 | 71.247 | 28.753 | 16.29 | 1.000 | bicubic | -40.940 | -28.223 | +144 |
244 | caformer_b36.sail_in1k_384 | 384 | 55.040 | 44.960 | 68.007 | 31.993 | 98.75 | 1.000 | bicubic | -42.120 | -31.603 | -145 |
245 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 54.987 | 45.013 | 70.000 | 30.000 | 26.77 | 1.000 | bicubic | -41.803 | -29.710 | -67 |
246 | caformer_m36.sail_in1k_384 | 384 | 54.947 | 45.053 | 68.360 | 31.640 | 56.20 | 1.000 | bicubic | -42.073 | -31.340 | -120 |
247 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 54.870 | 45.130 | 69.923 | 30.077 | 189.10 | 1.000 | bicubic | -42.060 | -29.587 | -103 |
248 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 224 | 54.843 | 45.157 | 70.830 | 29.170 | 49.61 | 0.900 | bicubic | -41.187 | -28.700 | +144 |
249 | volo_d4_224.sail_in1k | 224 | 54.713 | 45.287 | 68.827 | 31.173 | 192.96 | 0.960 | bicubic | -42.067 | -30.843 | -68 |
250 | dm_nfnet_f4.dm_in1k | 384 | 54.697 | 45.303 | 68.933 | 31.067 | 316.07 | 0.951 | bicubic | -42.043 | -30.647 | -61 |
251 | maxvit_tiny_tf_512.in1k | 512 | 54.647 | 45.353 | 68.887 | 31.113 | 31.05 | 1.000 | bicubic | -42.323 | -30.773 | -118 |
252 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 54.590 | 45.410 | 68.377 | 31.623 | 22.21 | 1.000 | bicubic | -42.090 | -31.203 | -49 |
253 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 54.580 | 45.420 | 70.597 | 29.403 | 11.22 | 0.965 | bicubic | -40.450 | -28.583 | +451 |
254 | efficientvit_l2.r224_in1k | 224 | 54.580 | 45.420 | 67.947 | 32.053 | 63.71 | 1.000 | bicubic | -41.680 | -31.383 | +69 |
255 | hgnet_tiny.ssld_in1k | 288 | 54.557 | 45.443 | 70.517 | 29.483 | 14.74 | 1.000 | bicubic | -41.033 | -28.803 | +280 |
256 | caformer_s36.sail_in1k_384 | 384 | 54.540 | 45.460 | 68.650 | 31.350 | 39.30 | 1.000 | bicubic | -42.340 | -31.030 | -102 |
257 | convnextv2_base.fcmae_ft_in1k | 224 | 54.527 | 45.473 | 68.913 | 31.087 | 88.72 | 0.875 | bicubic | -41.943 | -30.637 | +6 |
258 | regnetz_e8.ra3_in1k | 256 | 54.527 | 45.473 | 68.447 | 31.553 | 57.70 | 0.940 | bicubic | -41.903 | -30.993 | +16 |
259 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 54.480 | 45.520 | 70.923 | 29.077 | 16.29 | 1.000 | bicubic | -41.500 | -28.417 | +153 |
260 | tf_efficientnetv2_l.in1k | 384 | 54.453 | 45.547 | 68.557 | 31.443 | 118.52 | 1.000 | bicubic | -42.107 | -30.923 | -27 |
261 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 54.387 | 45.613 | 69.503 | 30.497 | 98.95 | 1.000 | bicubic | -42.093 | -30.037 | -4 |
262 | dm_nfnet_f5.dm_in1k | 544 | 54.387 | 45.613 | 68.570 | 31.430 | 377.21 | 0.954 | bicubic | -42.623 | -31.100 | -132 |
263 | dm_nfnet_f3.dm_in1k | 320 | 54.363 | 45.637 | 68.477 | 31.523 | 254.92 | 0.940 | bicubic | -42.007 | -30.993 | +25 |
264 | maxvit_small_tf_384.in1k | 384 | 54.327 | 45.673 | 68.160 | 31.840 | 69.02 | 1.000 | bicubic | -42.413 | -31.290 | -73 |
265 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 54.297 | 45.703 | 68.963 | 31.037 | 189.10 | 1.000 | bicubic | -42.013 | -30.517 | +42 |
266 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 54.290 | 45.710 | 69.820 | 30.180 | 30.39 | 1.000 | bicubic | -42.530 | -29.770 | -96 |
267 | efficientvit_l2.r256_in1k | 256 | 54.290 | 45.710 | 67.873 | 32.127 | 63.71 | 1.000 | bicubic | -42.190 | -31.737 | -4 |
268 | inception_next_base.sail_in1k_384 | 384 | 54.243 | 45.757 | 68.493 | 31.507 | 86.67 | 1.000 | bicubic | -42.487 | -31.127 | -75 |
269 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 54.200 | 45.800 | 70.277 | 29.723 | 936.53 | 1.000 | bilinear | -42.660 | -29.393 | -107 |
270 | efficientnetv2_rw_m.agc_in1k | 320 | 54.197 | 45.803 | 69.037 | 30.963 | 53.24 | 1.000 | bicubic | -41.993 | -30.543 | +71 |
271 | regnety_160.sw_in12k_ft_in1k | 288 | 54.163 | 45.837 | 68.857 | 31.143 | 83.59 | 1.000 | bicubic | -42.657 | -30.843 | -104 |
272 | caformer_s18.sail_in22k_ft_in1k | 224 | 54.117 | 45.883 | 69.670 | 30.330 | 26.34 | 1.000 | bicubic | -41.913 | -29.730 | +118 |
273 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 54.097 | 45.903 | 68.783 | 31.217 | 36.47 | 1.000 | bicubic | -41.983 | -30.457 | +98 |
274 | regnety_160.lion_in12k_ft_in1k | 288 | 54.090 | 45.910 | 68.863 | 31.137 | 83.59 | 1.000 | bicubic | -42.710 | -30.807 | -101 |
275 | tf_efficientnet_b5.ap_in1k | 456 | 53.937 | 46.063 | 69.213 | 30.787 | 30.39 | 0.934 | bicubic | -42.153 | -30.327 | +90 |
276 | regnety_120.sw_in12k_ft_in1k | 224 | 53.937 | 46.063 | 68.873 | 31.127 | 51.82 | 0.950 | bicubic | -42.263 | -30.657 | +60 |
277 | volo_d3_448.sail_in1k | 448 | 53.937 | 46.063 | 67.953 | 32.047 | 86.63 | 1.000 | bicubic | -43.103 | -31.727 | -153 |
278 | caformer_b36.sail_in1k | 224 | 53.927 | 46.073 | 66.607 | 33.393 | 98.75 | 1.000 | bicubic | -42.613 | -32.853 | -37 |
279 | dm_nfnet_f6.dm_in1k | 576 | 53.660 | 46.340 | 68.183 | 31.817 | 438.36 | 0.956 | bicubic | -43.320 | -31.577 | -147 |
280 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 53.657 | 46.343 | 68.307 | 31.693 | 84.32 | 1.000 | bicubic | -42.883 | -31.353 | -40 |
281 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 53.597 | 46.403 | 69.173 | 30.827 | 38.86 | 0.950 | bicubic | -42.403 | -30.177 | +123 |
282 | tf_efficientnet_b6.ap_in1k | 528 | 53.593 | 46.407 | 68.550 | 31.450 | 43.04 | 0.942 | bicubic | -42.767 | -30.960 | +10 |
283 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 53.527 | 46.473 | 69.827 | 30.173 | 11.22 | 0.965 | bicubic | -41.683 | -29.463 | +367 |
284 | cait_s36_384.fb_dist_in1k | 384 | 53.520 | 46.480 | 68.010 | 31.990 | 68.37 | 1.000 | bicubic | -43.120 | -31.280 | -75 |
285 | tf_efficientnet_b2.ns_jft_in1k | 260 | 53.500 | 46.500 | 70.357 | 29.643 | 9.11 | 0.890 | bicubic | -42.030 | -29.033 | +267 |
286 | hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k | 256 | 53.487 | 46.513 | 68.267 | 31.733 | 34.36 | 0.950 | bicubic | -42.973 | -31.303 | -19 |
287 | dm_nfnet_f3.dm_in1k | 416 | 53.437 | 46.563 | 67.580 | 32.420 | 254.92 | 0.940 | bicubic | -43.173 | -32.050 | -70 |
288 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 53.430 | 46.570 | 68.560 | 31.440 | 32.59 | 0.950 | bicubic | -42.880 | -30.850 | +19 |
289 | deit3_base_patch16_224.fb_in1k | 224 | 53.430 | 46.570 | 67.577 | 32.423 | 86.59 | 0.900 | bicubic | -42.360 | -32.003 | +188 |
290 | deit3_base_patch16_384.fb_in1k | 384 | 53.417 | 46.583 | 67.593 | 32.407 | 86.88 | 1.000 | bicubic | -42.813 | -31.817 | +41 |
291 | convnext_large.fb_in1k | 224 | 53.407 | 46.593 | 68.070 | 31.930 | 197.77 | 0.875 | bicubic | -42.633 | -31.520 | +97 |
292 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 53.403 | 46.597 | 68.150 | 31.850 | 88.30 | 1.000 | bicubic | -42.507 | -31.080 | +136 |
293 | convformer_s18.sail_in22k_ft_in1k | 224 | 53.393 | 46.607 | 68.627 | 31.373 | 26.77 | 1.000 | bicubic | -42.707 | -30.873 | +70 |
294 | convnextv2_base.fcmae_ft_in1k | 288 | 53.387 | 46.613 | 67.783 | 32.217 | 88.72 | 1.000 | bicubic | -43.113 | -31.847 | -40 |
295 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 53.360 | 46.640 | 68.117 | 31.883 | 84.32 | 1.000 | bicubic | -43.420 | -31.503 | -113 |
296 | tf_efficientnet_b7.ap_in1k | 600 | 53.320 | 46.680 | 68.900 | 31.100 | 66.35 | 0.949 | bicubic | -43.020 | -30.650 | +1 |
297 | hrnet_w18_ssld.paddle_in1k | 288 | 53.280 | 46.720 | 68.143 | 31.857 | 21.30 | 1.000 | bilinear | -42.480 | -31.267 | +189 |
298 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 53.273 | 46.727 | 69.313 | 30.687 | 28.64 | 0.875 | bicubic | -42.787 | -30.027 | +81 |
299 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 53.273 | 46.727 | 69.130 | 30.870 | 21.46 | 1.000 | bicubic | -42.637 | -30.230 | +130 |
300 | maxvit_base_tf_224.in1k | 224 | 53.257 | 46.743 | 66.213 | 33.787 | 119.47 | 0.950 | bicubic | -43.093 | -33.167 | -5 |
301 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 53.253 | 46.747 | 69.073 | 30.927 | 21.46 | 1.000 | bicubic | -43.207 | -30.537 | -33 |
302 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 53.237 | 46.763 | 68.103 | 31.897 | 84.40 | 1.000 | bicubic | -43.453 | -31.507 | -102 |
303 | tf_efficientnetv2_l.in1k | 480 | 53.183 | 46.817 | 67.873 | 32.127 | 118.52 | 1.000 | bicubic | -43.547 | -31.677 | -109 |
304 | tf_efficientnet_b8.ra_in1k | 672 | 53.173 | 46.827 | 68.947 | 31.053 | 87.41 | 0.954 | bicubic | -43.527 | -30.603 | -106 |
305 | hiera_base_224.mae_in1k_ft_in1k | 224 | 53.163 | 46.837 | 67.490 | 32.510 | 51.52 | 0.900 | bicubic | -43.187 | -31.910 | -9 |
306 | convnext_large.fb_in1k | 288 | 53.143 | 46.857 | 67.817 | 32.183 | 197.77 | 1.000 | bicubic | -43.247 | -31.603 | -24 |
307 | tf_efficientnet_b4.ap_in1k | 380 | 53.123 | 46.877 | 68.290 | 31.710 | 19.34 | 0.922 | bicubic | -42.377 | -31.090 | +249 |
308 | regnetz_e8.ra3_in1k | 320 | 53.060 | 46.940 | 67.183 | 32.817 | 57.70 | 1.000 | bicubic | -43.560 | -32.267 | -94 |
309 | maxvit_large_tf_224.in1k | 224 | 53.010 | 46.990 | 65.433 | 34.567 | 211.79 | 0.950 | bicubic | -43.340 | -33.927 | -15 |
310 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 52.943 | 47.057 | 68.250 | 31.750 | 32.59 | 1.000 | bicubic | -43.587 | -31.320 | -64 |
311 | convnext_tiny.in12k_ft_in1k_384 | 384 | 52.890 | 47.110 | 68.363 | 31.637 | 28.59 | 1.000 | bicubic | -43.690 | -31.297 | -85 |
312 | rexnetr_300.sw_in12k_ft_in1k | 224 | 52.880 | 47.120 | 69.177 | 30.823 | 34.81 | 0.950 | bicubic | -43.120 | -30.313 | +91 |
313 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 224 | 52.783 | 47.217 | 66.423 | 33.577 | 41.72 | 0.950 | bicubic | -43.377 | -33.127 | +35 |
314 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 52.770 | 47.230 | 66.850 | 33.150 | 22.06 | 1.000 | bicubic | -43.050 | -32.340 | +148 |
315 | rdnet_small.nv_in1k | 224 | 52.747 | 47.253 | 67.437 | 32.563 | 50.44 | 0.900 | bicubic | -43.073 | -31.913 | +146 |
316 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 52.677 | 47.323 | 67.773 | 32.227 | 32.59 | 0.950 | bicubic | -43.633 | -31.607 | -7 |
317 | volo_d3_224.sail_in1k | 224 | 52.677 | 47.323 | 66.293 | 33.707 | 86.33 | 0.960 | bicubic | -43.783 | -33.317 | -51 |
318 | rdnet_base.nv_in1k | 224 | 52.657 | 47.343 | 66.860 | 33.140 | 87.45 | 0.900 | bicubic | -43.433 | -32.460 | +51 |
319 | maxvit_tiny_tf_384.in1k | 384 | 52.607 | 47.393 | 66.737 | 33.263 | 30.98 | 1.000 | bicubic | -43.983 | -32.843 | -95 |
320 | efficientvit_l1.r224_in1k | 224 | 52.547 | 47.453 | 65.690 | 34.310 | 52.65 | 1.000 | bicubic | -43.423 | -33.430 | +95 |
321 | regnety_120.sw_in12k_ft_in1k | 288 | 52.477 | 47.523 | 67.500 | 32.500 | 51.82 | 1.000 | bicubic | -44.083 | -32.180 | -90 |
322 | dm_nfnet_f4.dm_in1k | 512 | 52.403 | 47.597 | 66.927 | 33.073 | 316.07 | 0.951 | bicubic | -44.547 | -32.693 | -183 |
323 | tf_efficientnet_b7.ra_in1k | 600 | 52.373 | 47.627 | 68.197 | 31.803 | 66.35 | 0.949 | bicubic | -44.237 | -31.503 | -103 |
324 | efficientnetv2_rw_m.agc_in1k | 416 | 52.360 | 47.640 | 67.237 | 32.763 | 53.24 | 1.000 | bicubic | -43.920 | -32.323 | -8 |
325 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 52.330 | 47.670 | 66.197 | 33.803 | 63.95 | 0.950 | bicubic | -43.800 | -33.163 | +27 |
326 | tf_efficientnetv2_m.in1k | 384 | 52.320 | 47.680 | 67.097 | 32.903 | 54.14 | 1.000 | bicubic | -43.700 | -32.403 | +71 |
327 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 52.313 | 47.687 | 66.847 | 33.153 | 47.63 | 1.000 | bicubic | -44.507 | -32.813 | -157 |
328 | inception_next_base.sail_in1k | 224 | 52.293 | 47.707 | 65.843 | 34.157 | 86.67 | 0.950 | bicubic | -43.617 | -33.517 | +103 |
329 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 52.260 | 47.740 | 70.470 | 29.530 | 11.69 | 0.875 | bilinear | -38.800 | -27.730 | +1025 |
330 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 52.230 | 47.770 | 67.123 | 32.877 | 32.59 | 1.000 | bicubic | -44.450 | -32.407 | -126 |
331 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 52.223 | 47.777 | 66.883 | 33.117 | 84.40 | 1.000 | bicubic | -44.037 | -32.597 | -9 |
332 | convformer_b36.sail_in1k_384 | 384 | 52.207 | 47.793 | 66.353 | 33.647 | 99.88 | 1.000 | bicubic | -44.663 | -33.297 | -177 |
333 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 52.200 | 47.800 | 68.813 | 31.187 | 11.22 | 1.000 | bicubic | -43.360 | -30.487 | +213 |
334 | deit_base_distilled_patch16_384.fb_in1k | 384 | 52.200 | 47.800 | 67.720 | 32.280 | 87.63 | 1.000 | bicubic | -44.300 | -31.620 | -81 |
335 | convformer_m36.sail_in1k_384 | 384 | 52.167 | 47.833 | 65.930 | 34.070 | 57.05 | 1.000 | bicubic | -44.603 | -33.620 | -152 |
336 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 52.163 | 47.837 | 66.730 | 33.270 | 47.63 | 1.000 | bicubic | -44.387 | -32.780 | -100 |
337 | nextvit_large.bd_in1k_384 | 384 | 52.143 | 47.857 | 67.460 | 32.540 | 57.87 | 1.000 | bicubic | -44.327 | -31.970 | -74 |
338 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 52.077 | 47.923 | 66.877 | 33.123 | 28.59 | 1.000 | bicubic | -44.083 | -32.613 | +9 |
339 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 52.070 | 47.930 | 68.833 | 31.167 | 236.34 | 1.000 | bicubic | -44.100 | -30.567 | +4 |
340 | ecaresnet269d.ra2_in1k | 320 | 52.047 | 47.953 | 66.523 | 33.477 | 102.09 | 0.950 | bicubic | -44.373 | -32.987 | -65 |
341 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 51.913 | 48.087 | 68.427 | 31.573 | 129.14 | 0.875 | bicubic | -44.447 | -31.143 | -48 |
342 | convformer_s36.sail_in1k_384 | 384 | 51.890 | 48.110 | 66.103 | 33.897 | 40.01 | 1.000 | bicubic | -44.810 | -33.477 | -145 |
343 | fastvit_ma36.apple_dist_in1k | 256 | 51.887 | 48.113 | 67.027 | 32.973 | 44.07 | 0.950 | bicubic | -44.413 | -32.463 | -30 |
344 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 51.870 | 48.130 | 66.317 | 33.683 | 47.67 | 1.000 | bicubic | -44.510 | -33.263 | -60 |
345 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 51.820 | 48.180 | 69.360 | 30.640 | 236.34 | 1.000 | bilinear | -44.710 | -30.260 | -102 |
346 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 51.757 | 48.243 | 67.730 | 32.270 | 28.64 | 1.000 | bicubic | -44.583 | -31.870 | -47 |
347 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 51.743 | 48.257 | 65.850 | 34.150 | 86.43 | 0.950 | bicubic | -44.307 | -33.410 | +39 |
348 | cait_s24_384.fb_dist_in1k | 384 | 51.727 | 48.273 | 66.307 | 33.693 | 47.06 | 1.000 | bicubic | -44.853 | -33.243 | -120 |
349 | caformer_m36.sail_in1k | 224 | 51.673 | 48.327 | 64.480 | 35.520 | 56.20 | 1.000 | bicubic | -44.727 | -34.980 | -70 |
350 | caformer_s36.sail_in1k | 224 | 51.660 | 48.340 | 64.887 | 35.113 | 39.30 | 1.000 | bicubic | -44.430 | -34.263 | +18 |
351 | convnext_tiny.in12k_ft_in1k | 224 | 51.640 | 48.360 | 67.717 | 32.283 | 28.59 | 0.950 | bicubic | -44.550 | -31.753 | -12 |
352 | regnety_2560.seer_ft_in1k | 384 | 51.620 | 48.380 | 68.107 | 31.893 | 1,282.60 | 1.000 | bicubic | -44.930 | -31.363 | -115 |
353 | ecaresnet269d.ra2_in1k | 352 | 51.593 | 48.407 | 66.070 | 33.930 | 102.09 | 1.000 | bicubic | -44.857 | -33.470 | -84 |
354 | rexnetr_300.sw_in12k_ft_in1k | 288 | 51.590 | 48.410 | 67.823 | 32.177 | 34.81 | 1.000 | bicubic | -44.530 | -31.697 | 0 |
355 | regnetz_040_h.ra3_in1k | 256 | 51.573 | 48.427 | 66.557 | 33.443 | 28.94 | 1.000 | bicubic | -44.417 | -32.783 | +55 |
356 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 51.557 | 48.443 | 65.230 | 34.770 | 86.54 | 0.875 | bilinear | -44.493 | -34.220 | +29 |
357 | tf_efficientnetv2_m.in1k | 480 | 51.513 | 48.487 | 66.630 | 33.370 | 54.14 | 1.000 | bicubic | -44.967 | -33.030 | -98 |
358 | mvitv2_base.fb_in1k | 224 | 51.507 | 48.493 | 65.617 | 34.383 | 51.47 | 0.900 | bicubic | -44.513 | -33.903 | +41 |
359 | davit_small.msft_in1k | 224 | 51.443 | 48.557 | 66.433 | 33.567 | 49.75 | 0.950 | bicubic | -44.607 | -32.967 | +25 |
360 | repvit_m2_3.dist_450e_in1k | 224 | 51.433 | 48.567 | 66.833 | 33.167 | 23.69 | 0.950 | bicubic | -44.567 | -32.657 | +45 |
361 | coat_lite_medium_384.in1k | 384 | 51.407 | 48.593 | 65.677 | 34.323 | 44.57 | 1.000 | bicubic | -45.213 | -33.933 | -146 |
362 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 51.403 | 48.597 | 65.943 | 34.057 | 37.76 | 0.950 | bicubic | -44.587 | -33.487 | +49 |
363 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 51.397 | 48.603 | 65.693 | 34.307 | 37.76 | 0.950 | bicubic | -44.503 | -33.607 | +72 |
364 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 51.353 | 48.647 | 65.713 | 34.287 | 38.74 | 0.950 | bicubic | -44.537 | -33.377 | +75 |
365 | edgenext_base.in21k_ft_in1k | 320 | 51.340 | 48.660 | 65.757 | 34.243 | 18.51 | 1.000 | bicubic | -44.850 | -33.703 | -25 |
366 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 51.330 | 48.670 | 68.053 | 31.947 | 11.22 | 1.000 | bicubic | -44.420 | -31.387 | +121 |
367 | caformer_s18.sail_in1k_384 | 384 | 51.303 | 48.697 | 65.680 | 34.320 | 26.34 | 1.000 | bicubic | -45.147 | -33.930 | -97 |
368 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 51.283 | 48.717 | 65.017 | 34.983 | 64.90 | 0.900 | bicubic | -44.697 | -34.583 | +46 |
369 | maxvit_small_tf_224.in1k | 224 | 51.280 | 48.720 | 65.380 | 34.620 | 68.93 | 0.950 | bicubic | -44.990 | -34.120 | -50 |
370 | davit_base.msft_in1k | 224 | 51.273 | 48.727 | 65.200 | 34.800 | 87.95 | 0.950 | bicubic | -44.967 | -34.080 | -42 |
371 | convnext_tiny.in12k_ft_in1k | 288 | 51.263 | 48.737 | 66.947 | 33.053 | 28.59 | 1.000 | bicubic | -44.977 | -32.443 | -44 |
372 | convnext_base.fb_in1k | 224 | 51.250 | 48.750 | 66.120 | 33.880 | 88.59 | 0.875 | bicubic | -44.690 | -33.370 | +53 |
373 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 51.147 | 48.853 | 65.887 | 34.113 | 26.21 | 1.000 | bicubic | -45.333 | -33.503 | -112 |
374 | convformer_b36.sail_in1k | 224 | 51.110 | 48.890 | 64.293 | 35.707 | 99.88 | 1.000 | bicubic | -45.140 | -35.247 | -48 |
375 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 51.050 | 48.950 | 65.383 | 34.617 | 86.86 | 1.000 | bicubic | -45.130 | -34.137 | -33 |
376 | convnext_base.fb_in1k | 288 | 51.030 | 48.970 | 65.817 | 34.183 | 88.59 | 1.000 | bicubic | -45.300 | -33.663 | -73 |
377 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 51.013 | 48.987 | 64.750 | 35.250 | 60.23 | 0.950 | bicubic | -44.787 | -34.520 | +94 |
378 | convformer_m36.sail_in1k | 224 | 51.003 | 48.997 | 63.637 | 36.363 | 57.05 | 1.000 | bicubic | -45.077 | -35.813 | -4 |
379 | convnext_tiny.fb_in22k_ft_in1k | 224 | 50.963 | 49.037 | 66.417 | 33.583 | 28.59 | 0.875 | bicubic | -44.777 | -33.063 | +115 |
380 | seresnextaa101d_32x8d.ah_in1k | 224 | 50.937 | 49.063 | 65.167 | 34.833 | 93.59 | 0.950 | bicubic | -45.063 | -34.183 | +27 |
381 | nextvit_large.bd_in1k | 224 | 50.910 | 49.090 | 66.033 | 33.967 | 57.87 | 0.950 | bicubic | -44.970 | -33.377 | +61 |
382 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 50.837 | 49.163 | 65.657 | 34.343 | 37.76 | 1.000 | bicubic | -45.063 | -33.593 | +51 |
383 | tf_efficientnet_b1.ns_jft_in1k | 240 | 50.800 | 49.200 | 67.887 | 32.113 | 7.79 | 0.882 | bicubic | -44.080 | -31.363 | +364 |
384 | volo_d2_384.sail_in1k | 384 | 50.800 | 49.200 | 65.570 | 34.430 | 58.87 | 1.000 | bicubic | -45.940 | -34.140 | -193 |
385 | convformer_s36.sail_in1k | 224 | 50.793 | 49.207 | 64.060 | 35.940 | 40.01 | 1.000 | bicubic | -45.327 | -35.470 | -26 |
386 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 50.743 | 49.257 | 65.047 | 34.953 | 47.67 | 1.000 | bicubic | -45.057 | -34.343 | +84 |
387 | flexivit_base.1200ep_in1k | 240 | 50.737 | 49.263 | 65.127 | 34.873 | 86.59 | 0.950 | bicubic | -45.393 | -34.333 | -37 |
388 | eca_nfnet_l2.ra3_in1k | 320 | 50.727 | 49.273 | 65.833 | 34.167 | 56.72 | 0.900 | bicubic | -45.303 | -33.727 | +1 |
389 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 50.710 | 49.290 | 65.410 | 34.590 | 37.76 | 1.000 | bicubic | -45.390 | -34.110 | -24 |
390 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 50.707 | 49.293 | 66.893 | 33.107 | 11.00 | 0.950 | bicubic | -45.013 | -32.387 | +112 |
391 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 50.700 | 49.300 | 65.217 | 34.783 | 22.52 | 0.950 | bicubic | -45.150 | -34.183 | +58 |
392 | efficientnet_b4.ra2_in1k | 320 | 50.673 | 49.327 | 65.983 | 34.017 | 19.34 | 0.875 | bicubic | -44.747 | -33.297 | +186 |
393 | convformer_s18.sail_in1k_384 | 384 | 50.670 | 49.330 | 65.640 | 34.360 | 26.77 | 1.000 | bicubic | -45.580 | -33.800 | -69 |
394 | repvit_m2_3.dist_300e_in1k | 224 | 50.657 | 49.343 | 66.677 | 33.323 | 23.69 | 0.950 | bicubic | -45.013 | -32.603 | +117 |
395 | regnetz_040.ra3_in1k | 256 | 50.640 | 49.360 | 65.223 | 34.777 | 27.12 | 1.000 | bicubic | -45.120 | -34.107 | +89 |
396 | edgenext_base.in21k_ft_in1k | 256 | 50.603 | 49.397 | 65.007 | 34.993 | 18.51 | 0.950 | bicubic | -45.277 | -34.403 | +45 |
397 | resnetrs420.tf_in1k | 320 | 50.603 | 49.397 | 64.883 | 35.117 | 191.89 | 1.000 | bicubic | -45.497 | -34.527 | -33 |
398 | dm_nfnet_f2.dm_in1k | 256 | 50.600 | 49.400 | 65.020 | 34.980 | 193.78 | 0.920 | bicubic | -45.430 | -34.470 | -3 |
399 | efficientnetv2_rw_s.ra2_in1k | 288 | 50.590 | 49.410 | 65.553 | 34.447 | 23.94 | 1.000 | bicubic | -44.850 | -33.657 | +172 |
400 | efficientvit_b3.r256_in1k | 256 | 50.567 | 49.433 | 64.200 | 35.800 | 48.65 | 1.000 | bicubic | -45.263 | -35.110 | +60 |
401 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 50.550 | 49.450 | 67.950 | 32.050 | 387.93 | 1.000 | bilinear | -45.750 | -31.640 | -90 |
402 | coatnet_rmlp_2_rw_224.sw_in1k | 224 | 50.550 | 49.450 | 63.383 | 36.617 | 73.88 | 0.950 | bicubic | -45.690 | -36.267 | -73 |
403 | efficientnet_b4.ra2_in1k | 384 | 50.533 | 49.467 | 65.803 | 34.197 | 19.34 | 1.000 | bicubic | -44.987 | -33.597 | +151 |
404 | edgenext_base.usi_in1k | 256 | 50.507 | 49.493 | 66.190 | 33.810 | 18.51 | 0.950 | bicubic | -45.263 | -33.200 | +76 |
405 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 50.463 | 49.537 | 65.507 | 34.493 | 26.21 | 1.000 | bicubic | -45.497 | -33.673 | +11 |
406 | hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k | 256 | 50.457 | 49.543 | 65.433 | 34.567 | 34.36 | 0.950 | bicubic | -45.663 | -33.877 | -48 |
407 | regnetz_d32.ra3_in1k | 256 | 50.440 | 49.560 | 66.807 | 33.193 | 27.58 | 0.950 | bicubic | -44.950 | -32.363 | +180 |
408 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 50.440 | 49.560 | 65.290 | 34.710 | 26.25 | 1.000 | bicubic | -45.940 | -34.230 | -121 |
409 | volo_d1_384.sail_in1k | 384 | 50.440 | 49.560 | 64.830 | 35.170 | 26.78 | 1.000 | bicubic | -46.050 | -34.720 | -152 |
410 | efficientvit_b3.r288_in1k | 288 | 50.387 | 49.613 | 64.077 | 35.923 | 48.65 | 1.000 | bicubic | -45.733 | -35.233 | -53 |
411 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 50.380 | 49.620 | 64.967 | 35.033 | 60.40 | 0.950 | bicubic | -45.190 | -34.263 | +132 |
412 | flexivit_base.600ep_in1k | 240 | 50.380 | 49.620 | 64.677 | 35.323 | 86.59 | 0.950 | bicubic | -45.600 | -34.743 | +2 |
413 | seresnet152d.ra2_in1k | 256 | 50.340 | 49.660 | 65.043 | 34.957 | 66.84 | 0.950 | bicubic | -45.730 | -34.307 | -39 |
414 | resnetrs350.tf_in1k | 288 | 50.340 | 49.660 | 64.553 | 35.447 | 163.96 | 1.000 | bicubic | -45.880 | -34.957 | -79 |
415 | fastvit_sa36.apple_dist_in1k | 256 | 50.327 | 49.673 | 65.720 | 34.280 | 31.53 | 0.900 | bicubic | -45.623 | -33.670 | +6 |
416 | regnetz_040_h.ra3_in1k | 320 | 50.320 | 49.680 | 65.617 | 34.383 | 28.94 | 1.000 | bicubic | -46.020 | -33.893 | -116 |
417 | inception_next_small.sail_in1k | 224 | 50.293 | 49.707 | 65.130 | 34.870 | 49.37 | 0.875 | bicubic | -45.397 | -34.140 | +90 |
418 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 50.287 | 49.713 | 66.150 | 33.850 | 194.03 | 0.875 | bilinear | -45.123 | -33.130 | +164 |
419 | pit_b_distilled_224.in1k | 224 | 50.253 | 49.747 | 64.953 | 35.047 | 74.79 | 0.900 | bicubic | -45.607 | -34.247 | +29 |
420 | cait_s24_224.fb_dist_in1k | 224 | 50.250 | 49.750 | 65.003 | 34.997 | 46.92 | 1.000 | bicubic | -45.400 | -34.377 | +98 |
421 | eca_nfnet_l2.ra3_in1k | 384 | 50.213 | 49.787 | 65.463 | 34.537 | 56.72 | 1.000 | bicubic | -46.247 | -34.107 | -156 |
422 | pvt_v2_b5.in1k | 224 | 50.180 | 49.820 | 65.063 | 34.937 | 81.96 | 0.900 | bicubic | -45.770 | -34.297 | -3 |
423 | mvitv2_small.fb_in1k | 224 | 50.163 | 49.837 | 64.893 | 35.107 | 34.87 | 0.900 | bicubic | -45.727 | -34.527 | +13 |
424 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 50.160 | 49.840 | 65.887 | 34.113 | 22.20 | 1.000 | bicubic | -45.840 | -33.713 | -22 |
425 | resnest269e.in1k | 416 | 50.140 | 49.860 | 64.663 | 35.337 | 110.93 | 0.928 | bicubic | -45.980 | -34.637 | -70 |
426 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 50.120 | 49.880 | 65.177 | 34.823 | 46.17 | 0.875 | bilinear | -45.720 | -34.113 | +27 |
427 | tf_efficientnet_b3.ap_in1k | 300 | 50.110 | 49.890 | 65.313 | 34.687 | 12.23 | 0.904 | bicubic | -44.900 | -33.887 | +283 |
428 | deit3_medium_patch16_224.fb_in1k | 224 | 50.090 | 49.910 | 64.693 | 35.307 | 38.85 | 0.900 | bicubic | -45.300 | -34.647 | +163 |
429 | deit_base_distilled_patch16_224.fb_in1k | 224 | 50.067 | 49.933 | 66.250 | 33.750 | 87.34 | 0.900 | bicubic | -45.713 | -33.050 | +50 |
430 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 50.057 | 49.943 | 64.943 | 35.057 | 38.88 | 0.950 | bicubic | -45.733 | -34.447 | +45 |
431 | pvt_v2_b4.in1k | 224 | 50.050 | 49.950 | 65.097 | 34.903 | 62.56 | 0.900 | bicubic | -45.900 | -34.253 | -8 |
432 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 50.017 | 49.983 | 64.617 | 35.383 | 60.40 | 0.950 | bicubic | -45.653 | -34.653 | +80 |
433 | flexivit_base.300ep_in1k | 240 | 49.993 | 50.007 | 64.150 | 35.850 | 86.59 | 0.950 | bicubic | -45.957 | -35.240 | -11 |
434 | coat_lite_medium.in1k | 224 | 49.977 | 50.023 | 64.800 | 35.200 | 44.57 | 0.900 | bicubic | -46.023 | -34.600 | -28 |
435 | nextvit_base.bd_in1k_384 | 384 | 49.967 | 50.033 | 65.603 | 34.397 | 44.82 | 1.000 | bicubic | -46.373 | -33.977 | -137 |
436 | seresnext101d_32x8d.ah_in1k | 224 | 49.963 | 50.037 | 63.560 | 36.440 | 93.59 | 0.950 | bicubic | -46.137 | -35.740 | -70 |
437 | efficientformer_l7.snap_dist_in1k | 224 | 49.850 | 50.150 | 66.030 | 33.970 | 82.23 | 0.950 | bicubic | -45.770 | -33.370 | +86 |
438 | resnet152d.ra2_in1k | 256 | 49.837 | 50.163 | 64.857 | 35.143 | 60.21 | 0.950 | bicubic | -45.583 | -34.433 | +138 |
439 | resnest200e.in1k | 320 | 49.813 | 50.187 | 64.783 | 35.217 | 70.20 | 0.909 | bicubic | -46.297 | -34.697 | -79 |
440 | volo_d2_224.sail_in1k | 224 | 49.777 | 50.223 | 64.563 | 35.437 | 58.68 | 0.960 | bicubic | -46.643 | -34.957 | -163 |
441 | seresnextaa101d_32x8d.ah_in1k | 288 | 49.763 | 50.237 | 64.487 | 35.513 | 93.59 | 1.000 | bicubic | -46.657 | -35.033 | -165 |
442 | resnet200d.ra2_in1k | 256 | 49.750 | 50.250 | 64.910 | 35.090 | 64.69 | 0.950 | bicubic | -45.900 | -34.400 | +76 |
443 | xception65.ra3_in1k | 299 | 49.750 | 50.250 | 63.470 | 36.530 | 39.92 | 0.940 | bicubic | -45.930 | -35.980 | +68 |
444 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 49.747 | 50.253 | 64.667 | 35.333 | 32.59 | 1.000 | bicubic | -45.933 | -34.643 | +65 |
445 | resnetaa101d.sw_in12k_ft_in1k | 224 | 49.723 | 50.277 | 64.583 | 35.417 | 44.57 | 0.950 | bicubic | -46.107 | -34.607 | +13 |
446 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 49.673 | 50.327 | 65.140 | 34.860 | 32.59 | 0.950 | bicubic | -45.717 | -34.340 | +144 |
447 | swinv2_base_window16_256.ms_in1k | 256 | 49.597 | 50.403 | 63.717 | 36.283 | 87.92 | 0.900 | bicubic | -46.573 | -35.783 | -103 |
448 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 49.567 | 50.433 | 65.567 | 34.433 | 15.62 | 1.000 | bicubic | -46.213 | -33.713 | +30 |
449 | nextvit_base.bd_in1k | 224 | 49.560 | 50.440 | 64.893 | 35.107 | 44.82 | 0.950 | bicubic | -46.130 | -34.347 | +57 |
450 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 49.557 | 50.443 | 63.733 | 36.267 | 29.15 | 0.950 | bicubic | -46.493 | -35.617 | -68 |
451 | efficientformerv2_l.snap_dist_in1k | 224 | 49.550 | 50.450 | 65.107 | 34.893 | 26.32 | 0.950 | bicubic | -46.190 | -34.253 | +42 |
452 | pvt_v2_b3.in1k | 224 | 49.547 | 50.453 | 64.737 | 35.263 | 45.24 | 0.900 | bicubic | -45.933 | -34.393 | +108 |
453 | convnext_small.fb_in1k | 224 | 49.540 | 50.460 | 64.930 | 35.070 | 50.22 | 0.875 | bicubic | -46.070 | -34.350 | +80 |
454 | fastvit_ma36.apple_in1k | 256 | 49.523 | 50.477 | 63.457 | 36.543 | 44.07 | 0.950 | bicubic | -46.487 | -35.903 | -53 |
455 | cait_xs24_384.fb_dist_in1k | 384 | 49.503 | 50.497 | 64.837 | 35.163 | 26.67 | 1.000 | bicubic | -46.507 | -34.583 | -55 |
456 | tf_efficientnet_b5.ra_in1k | 456 | 49.483 | 50.517 | 65.607 | 34.393 | 30.39 | 0.934 | bicubic | -46.507 | -33.853 | -48 |
457 | resnet200d.ra2_in1k | 320 | 49.427 | 50.573 | 64.303 | 35.697 | 64.69 | 1.000 | bicubic | -46.693 | -35.157 | -101 |
458 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 49.410 | 50.590 | 63.903 | 36.097 | 26.25 | 1.000 | bicubic | -46.360 | -35.517 | +25 |
459 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 49.390 | 50.610 | 64.317 | 35.683 | 32.59 | 0.950 | bicubic | -46.320 | -35.023 | +44 |
460 | hiera_small_224.mae_in1k_ft_in1k | 224 | 49.377 | 50.623 | 64.433 | 35.567 | 35.01 | 0.900 | bicubic | -46.443 | -34.967 | +5 |
461 | resnest101e.in1k | 256 | 49.373 | 50.627 | 65.513 | 34.487 | 48.28 | 0.875 | bilinear | -46.237 | -33.867 | +70 |
462 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 49.370 | 50.630 | 64.453 | 35.547 | 88.22 | 0.900 | bicubic | -45.030 | -34.607 | +417 |
463 | regnetz_d8.ra3_in1k | 256 | 49.310 | 50.690 | 65.443 | 34.557 | 23.37 | 0.940 | bicubic | -46.520 | -33.807 | -7 |
464 | dm_nfnet_f2.dm_in1k | 352 | 49.303 | 50.697 | 63.923 | 36.077 | 193.78 | 0.920 | bicubic | -47.227 | -35.617 | -220 |
465 | rdnet_tiny.nv_in1k | 224 | 49.300 | 50.700 | 63.573 | 36.427 | 23.86 | 0.900 | bicubic | -46.020 | -35.877 | +143 |
466 | resnet152d.ra2_in1k | 320 | 49.280 | 50.720 | 64.433 | 35.567 | 60.21 | 1.000 | bicubic | -46.580 | -34.997 | -19 |
467 | tiny_vit_21m_224.in1k | 224 | 49.247 | 50.753 | 64.283 | 35.717 | 21.20 | 0.950 | bicubic | -46.443 | -35.097 | +41 |
468 | seresnet152d.ra2_in1k | 320 | 49.207 | 50.793 | 64.270 | 35.730 | 66.84 | 1.000 | bicubic | -47.113 | -35.240 | -162 |
469 | dm_nfnet_f1.dm_in1k | 224 | 49.183 | 50.817 | 63.513 | 36.487 | 132.63 | 0.910 | bicubic | -46.427 | -35.727 | +58 |
470 | regnetz_040.ra3_in1k | 320 | 49.180 | 50.820 | 64.043 | 35.957 | 27.12 | 1.000 | bicubic | -47.020 | -35.467 | -133 |
471 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 49.170 | 50.830 | 65.447 | 34.553 | 236.34 | 0.875 | bicubic | -46.580 | -33.913 | +19 |
472 | xcit_large_24_p8_224.fb_in1k | 224 | 49.157 | 50.843 | 62.720 | 37.280 | 188.93 | 1.000 | bicubic | -46.933 | -36.790 | -102 |
473 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 49.153 | 50.847 | 65.493 | 34.507 | 88.79 | 0.875 | bilinear | -46.187 | -33.837 | +128 |
474 | resnetrs270.tf_in1k | 256 | 49.140 | 50.860 | 63.827 | 36.173 | 129.86 | 1.000 | bicubic | -46.690 | -35.583 | -19 |
475 | convnext_small.fb_in1k | 288 | 49.043 | 50.957 | 64.770 | 35.230 | 50.22 | 1.000 | bicubic | -46.947 | -34.620 | -66 |
476 | repvgg_b3.rvgg_in1k | 224 | 49.020 | 50.980 | 64.893 | 35.107 | 123.09 | 0.875 | bilinear | -45.590 | -34.247 | +341 |
477 | gcvit_base.in1k | 224 | 49.000 | 51.000 | 63.957 | 36.043 | 90.32 | 0.875 | bicubic | -47.060 | -35.433 | -99 |
478 | resmlp_big_24_224.fb_distilled_in1k | 224 | 48.997 | 51.003 | 65.427 | 34.573 | 129.14 | 0.875 | bicubic | -46.863 | -34.013 | -32 |
479 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 48.997 | 51.003 | 63.100 | 36.900 | 66.01 | 0.950 | bicubic | -47.233 | -36.390 | -149 |
480 | volo_d1_224.sail_in1k | 224 | 48.983 | 51.017 | 63.170 | 36.830 | 26.63 | 0.960 | bicubic | -47.047 | -36.340 | -86 |
481 | resnext101_64x4d.tv_in1k | 224 | 48.970 | 51.030 | 63.533 | 36.467 | 83.46 | 0.875 | bilinear | -46.870 | -35.787 | -29 |
482 | efficientvit_b3.r224_in1k | 224 | 48.963 | 51.037 | 62.997 | 37.003 | 48.65 | 0.950 | bicubic | -46.587 | -36.203 | +68 |
483 | resnetaa101d.sw_in12k_ft_in1k | 288 | 48.953 | 51.047 | 64.137 | 35.863 | 44.57 | 1.000 | bicubic | -47.417 | -35.453 | -194 |
484 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 48.953 | 51.047 | 64.033 | 35.967 | 38.88 | 0.950 | bicubic | -46.957 | -35.407 | -54 |
485 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 48.880 | 51.120 | 63.520 | 36.480 | 32.59 | 1.000 | bicubic | -47.150 | -36.030 | -94 |
486 | resnetrs420.tf_in1k | 416 | 48.817 | 51.183 | 63.480 | 36.520 | 191.89 | 1.000 | bicubic | -47.633 | -36.080 | -215 |
487 | maxvit_tiny_tf_224.in1k | 224 | 48.803 | 51.197 | 62.953 | 37.047 | 30.92 | 0.950 | bicubic | -47.027 | -36.347 | -28 |
488 | seresnext101_32x8d.ah_in1k | 224 | 48.750 | 51.250 | 62.243 | 37.757 | 93.57 | 0.950 | bicubic | -47.050 | -37.157 | -16 |
489 | convformer_s18.sail_in1k | 224 | 48.740 | 51.260 | 62.977 | 37.023 | 26.77 | 1.000 | bicubic | -46.590 | -36.403 | +117 |
490 | caformer_s18.sail_in1k | 224 | 48.733 | 51.267 | 62.943 | 37.057 | 26.34 | 1.000 | bicubic | -46.997 | -36.227 | +6 |
491 | regnetz_d8_evos.ch_in1k | 256 | 48.730 | 51.270 | 64.333 | 35.667 | 23.46 | 0.950 | bicubic | -47.070 | -34.927 | -23 |
492 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 48.700 | 51.300 | 66.030 | 33.970 | 6.34 | 0.965 | bicubic | -44.920 | -32.930 | +585 |
493 | efficientnetv2_rw_s.ra2_in1k | 384 | 48.690 | 51.310 | 63.850 | 36.150 | 23.94 | 1.000 | bicubic | -47.060 | -35.620 | -2 |
494 | regnetz_d32.ra3_in1k | 320 | 48.627 | 51.373 | 65.233 | 34.767 | 27.58 | 0.950 | bicubic | -47.243 | -34.207 | -51 |
495 | deit3_small_patch16_384.fb_in1k | 384 | 48.607 | 51.393 | 62.750 | 37.250 | 22.21 | 1.000 | bicubic | -47.053 | -36.700 | +21 |
496 | efficientnet_b3.ra2_in1k | 320 | 48.600 | 51.400 | 64.340 | 35.660 | 12.23 | 1.000 | bicubic | -46.550 | -34.870 | +166 |
497 | edgenext_base.usi_in1k | 320 | 48.580 | 51.420 | 64.410 | 35.590 | 18.51 | 1.000 | bicubic | -47.210 | -34.850 | -24 |
498 | swinv2_small_window16_256.ms_in1k | 256 | 48.550 | 51.450 | 62.653 | 37.347 | 49.73 | 0.900 | bicubic | -47.510 | -36.727 | -118 |
499 | seresnext101d_32x8d.ah_in1k | 288 | 48.517 | 51.483 | 62.977 | 37.023 | 93.59 | 1.000 | bicubic | -47.853 | -36.493 | -209 |
500 | ecaresnet101d.miil_in1k | 224 | 48.510 | 51.490 | 64.117 | 35.883 | 44.57 | 0.875 | bicubic | -46.690 | -35.133 | +151 |
501 | focalnet_base_lrf.ms_in1k | 224 | 48.433 | 51.567 | 62.997 | 37.003 | 88.75 | 0.900 | bicubic | -47.407 | -36.173 | -47 |
502 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 48.423 | 51.577 | 63.933 | 36.067 | 36.43 | 0.900 | bicubic | -46.717 | -35.287 | +165 |
503 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 48.363 | 51.637 | 61.900 | 38.100 | 306.63 | 1.000 | bicubic | -46.887 | -37.500 | +127 |
504 | focalnet_base_srf.ms_in1k | 224 | 48.323 | 51.677 | 63.020 | 36.980 | 88.15 | 0.900 | bicubic | -47.567 | -36.340 | -67 |
505 | swinv2_base_window8_256.ms_in1k | 256 | 48.293 | 51.707 | 63.410 | 36.590 | 87.92 | 0.900 | bicubic | -47.757 | -35.980 | -122 |
506 | rexnetr_200.sw_in12k_ft_in1k | 224 | 48.277 | 51.723 | 65.303 | 34.697 | 16.52 | 0.950 | bicubic | -47.013 | -34.087 | +111 |
507 | repvgg_b3g4.rvgg_in1k | 224 | 48.253 | 51.747 | 64.817 | 35.183 | 83.83 | 0.875 | bilinear | -46.247 | -34.273 | +342 |
508 | convit_base.fb_in1k | 224 | 48.217 | 51.783 | 63.003 | 36.997 | 86.54 | 0.875 | bicubic | -46.903 | -36.137 | +167 |
509 | fastvit_sa36.apple_in1k | 256 | 48.200 | 51.800 | 62.753 | 37.247 | 31.53 | 0.900 | bicubic | -47.420 | -36.697 | +16 |
510 | swin_s3_base_224.ms_in1k | 224 | 48.163 | 51.837 | 62.290 | 37.710 | 71.13 | 0.900 | bicubic | -47.907 | -37.120 | -134 |
511 | resnext101_32x8d.tv2_in1k | 224 | 48.133 | 51.867 | 62.700 | 37.300 | 88.79 | 0.965 | bilinear | -47.177 | -36.650 | +101 |
512 | sequencer2d_l.in1k | 224 | 48.130 | 51.870 | 62.283 | 37.717 | 54.30 | 0.875 | bicubic | -47.730 | -37.187 | -68 |
513 | nextvit_small.bd_in1k_384 | 384 | 48.123 | 51.877 | 64.127 | 35.873 | 31.76 | 1.000 | bicubic | -48.007 | -35.273 | -162 |
514 | gcvit_small.in1k | 224 | 48.097 | 51.903 | 62.777 | 37.223 | 51.09 | 0.875 | bicubic | -47.823 | -36.713 | -87 |
515 | regnety_160.deit_in1k | 224 | 48.053 | 51.947 | 63.587 | 36.413 | 83.59 | 0.950 | bicubic | -47.477 | -35.713 | +36 |
516 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 48.050 | 51.950 | 64.817 | 35.183 | 14.36 | 0.900 | bicubic | -47.560 | -34.483 | +16 |
517 | regnetz_d8.ra3_in1k | 320 | 48.027 | 51.973 | 64.323 | 35.677 | 23.37 | 1.000 | bicubic | -47.993 | -35.167 | -121 |
518 | focalnet_small_lrf.ms_in1k | 224 | 48.013 | 51.987 | 63.093 | 36.907 | 50.34 | 0.900 | bicubic | -47.717 | -36.277 | -20 |
519 | resnetrs350.tf_in1k | 384 | 47.987 | 52.013 | 62.597 | 37.403 | 163.96 | 1.000 | bicubic | -48.273 | -37.013 | -198 |
520 | fastvit_sa24.apple_dist_in1k | 256 | 47.980 | 52.020 | 62.843 | 37.157 | 21.55 | 0.900 | bicubic | -47.600 | -36.407 | +19 |
521 | repvit_m1_5.dist_450e_in1k | 224 | 47.973 | 52.027 | 63.670 | 36.330 | 14.64 | 0.950 | bicubic | -47.347 | -35.590 | +88 |
522 | efficientnet_b3.ra2_in1k | 288 | 47.970 | 52.030 | 63.930 | 36.070 | 12.23 | 0.875 | bicubic | -46.970 | -35.170 | +206 |
523 | eca_nfnet_l1.ra2_in1k | 256 | 47.967 | 52.033 | 63.090 | 36.910 | 41.41 | 0.900 | bicubic | -47.643 | -36.170 | +6 |
524 | twins_svt_large.in1k | 224 | 47.940 | 52.060 | 62.810 | 37.190 | 99.27 | 0.900 | bicubic | -47.760 | -36.530 | -20 |
525 | convnextv2_tiny.fcmae_ft_in1k | 224 | 47.927 | 52.073 | 63.297 | 36.703 | 28.64 | 0.875 | bicubic | -47.373 | -35.933 | +89 |
526 | resnext101_32x8d.tv2_in1k | 176 | 47.923 | 52.077 | 62.833 | 37.167 | 88.79 | 0.875 | bilinear | -46.987 | -36.387 | +209 |
527 | vit_relpos_base_patch16_224.sw_in1k | 224 | 47.893 | 52.107 | 62.847 | 37.153 | 86.43 | 0.900 | bicubic | -47.287 | -36.433 | +128 |
528 | resnetrs200.tf_in1k | 256 | 47.893 | 52.107 | 62.093 | 37.907 | 93.21 | 1.000 | bicubic | -47.927 | -37.237 | -65 |
529 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 47.873 | 52.127 | 63.920 | 36.080 | 15.62 | 0.875 | bicubic | -47.507 | -35.400 | +65 |
530 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 47.853 | 52.147 | 63.387 | 36.613 | 59.88 | 0.875 | bilinear | -47.047 | -35.693 | +209 |
531 | tf_efficientnet_b5.aa_in1k | 456 | 47.840 | 52.160 | 63.957 | 36.043 | 30.39 | 0.934 | bicubic | -48.050 | -35.383 | -93 |
532 | regnetv_064.ra3_in1k | 224 | 47.797 | 52.203 | 63.407 | 36.593 | 30.58 | 0.950 | bicubic | -47.693 | -35.943 | +26 |
533 | repvit_m1_5.dist_300e_in1k | 224 | 47.783 | 52.217 | 63.713 | 36.287 | 14.64 | 0.950 | bicubic | -47.357 | -35.527 | +132 |
534 | repvgg_b2g4.rvgg_in1k | 224 | 47.777 | 52.223 | 64.417 | 35.583 | 61.76 | 0.875 | bilinear | -46.073 | -34.333 | +483 |
535 | regnety_1280.seer_ft_in1k | 384 | 47.763 | 52.237 | 64.133 | 35.867 | 644.81 | 1.000 | bicubic | -48.567 | -35.277 | -231 |
536 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 47.757 | 52.243 | 65.663 | 34.337 | 217.32 | 1.000 | bilinear | -48.533 | -33.867 | -222 |
537 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 47.743 | 52.257 | 62.407 | 37.593 | 22.52 | 0.950 | bicubic | -47.587 | -36.743 | +68 |
538 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 47.733 | 52.267 | 62.400 | 37.600 | 86.43 | 0.900 | bicubic | -47.527 | -36.770 | +89 |
539 | repvgg_d2se.rvgg_in1k | 320 | 47.730 | 52.270 | 62.810 | 37.190 | 133.33 | 1.000 | bilinear | -48.190 | -36.460 | -113 |
540 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 47.713 | 52.287 | 64.133 | 35.867 | 14.36 | 0.900 | bicubic | -47.157 | -34.887 | +213 |
541 | mvitv2_tiny.fb_in1k | 224 | 47.703 | 52.297 | 62.697 | 37.303 | 24.17 | 0.900 | bicubic | -47.697 | -36.463 | +44 |
542 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 47.637 | 52.363 | 61.797 | 38.203 | 38.76 | 0.900 | bicubic | -47.643 | -37.463 | +79 |
543 | eca_nfnet_l1.ra2_in1k | 320 | 47.617 | 52.383 | 62.643 | 37.357 | 41.41 | 1.000 | bicubic | -48.323 | -36.737 | -119 |
544 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 47.610 | 52.390 | 63.327 | 36.673 | 11.07 | 0.950 | bicubic | -48.010 | -35.993 | -20 |
545 | ecaresnet101d.miil_in1k | 288 | 47.580 | 52.420 | 63.473 | 36.527 | 44.57 | 0.950 | bicubic | -48.060 | -35.887 | -25 |
546 | seresnext101_32x8d.ah_in1k | 288 | 47.577 | 52.423 | 61.370 | 38.630 | 93.57 | 1.000 | bicubic | -48.553 | -38.010 | -193 |
547 | regnetz_d8_evos.ch_in1k | 320 | 47.563 | 52.437 | 63.770 | 36.230 | 23.46 | 1.000 | bicubic | -48.637 | -35.720 | -209 |
548 | pit_s_distilled_224.in1k | 224 | 47.557 | 52.443 | 63.187 | 36.813 | 24.04 | 0.900 | bicubic | -47.143 | -35.653 | +244 |
549 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 47.537 | 52.463 | 62.863 | 37.137 | 32.59 | 0.950 | bicubic | -46.863 | -36.057 | +329 |
550 | focalnet_small_srf.ms_in1k | 224 | 47.517 | 52.483 | 62.327 | 37.673 | 49.89 | 0.900 | bicubic | -48.113 | -37.043 | -28 |
551 | resnest50d_4s2x40d.in1k | 224 | 47.497 | 52.503 | 63.857 | 36.143 | 30.42 | 0.875 | bicubic | -47.223 | -35.313 | +235 |
552 | efficientnet_b3_pruned.in1k | 300 | 47.460 | 52.540 | 62.857 | 37.143 | 9.86 | 0.904 | bicubic | -47.160 | -36.293 | +262 |
553 | davit_tiny.msft_in1k | 224 | 47.433 | 52.567 | 63.277 | 36.723 | 28.36 | 0.950 | bicubic | -47.667 | -35.743 | +127 |
554 | dm_nfnet_f1.dm_in1k | 320 | 47.433 | 52.567 | 62.127 | 37.873 | 132.63 | 0.910 | bicubic | -48.897 | -37.403 | -252 |
555 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 47.410 | 52.590 | 61.367 | 38.633 | 41.69 | 0.950 | bicubic | -48.100 | -37.893 | 0 |
556 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 47.400 | 52.600 | 61.697 | 38.303 | 86.57 | 0.900 | bicubic | -47.820 | -37.563 | +86 |
557 | xcit_small_24_p8_224.fb_in1k | 224 | 47.357 | 52.643 | 61.113 | 38.887 | 47.63 | 1.000 | bicubic | -48.603 | -38.267 | -139 |
558 | crossvit_18_dagger_408.in1k | 408 | 47.347 | 52.653 | 60.887 | 39.113 | 44.61 | 1.000 | bicubic | -48.783 | -38.493 | -209 |
559 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 47.333 | 52.667 | 62.390 | 37.610 | 32.59 | 1.000 | bicubic | -47.827 | -36.950 | +98 |
560 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 47.323 | 52.677 | 64.477 | 35.523 | 6.34 | 1.000 | bicubic | -46.797 | -34.483 | +402 |
561 | resnet101d.ra2_in1k | 256 | 47.307 | 52.693 | 62.957 | 37.043 | 44.57 | 0.950 | bicubic | -48.123 | -36.303 | +13 |
562 | poolformerv2_m48.sail_in1k | 224 | 47.297 | 52.703 | 63.887 | 36.113 | 73.35 | 1.000 | bicubic | -47.903 | -35.343 | +91 |
563 | tresnet_m.miil_in21k_ft_in1k | 224 | 47.297 | 52.703 | 62.047 | 37.953 | 31.39 | 0.875 | bilinear | -48.123 | -37.263 | +17 |
564 | wide_resnet101_2.tv2_in1k | 224 | 47.247 | 52.753 | 61.967 | 38.033 | 126.89 | 0.965 | bilinear | -48.003 | -37.283 | +69 |
565 | efficientformer_l3.snap_dist_in1k | 224 | 47.237 | 52.763 | 63.450 | 36.550 | 31.41 | 0.950 | bicubic | -47.983 | -35.720 | +75 |
566 | repvit_m3.dist_in1k | 224 | 47.203 | 52.797 | 63.497 | 36.503 | 10.68 | 0.950 | bicubic | -47.527 | -35.583 | +218 |
567 | convnext_nano.in12k_ft_in1k | 224 | 47.193 | 52.807 | 63.967 | 36.033 | 15.59 | 0.950 | bicubic | -48.027 | -35.203 | +74 |
568 | regnety_032.ra_in1k | 224 | 47.190 | 52.810 | 62.537 | 37.463 | 19.44 | 0.950 | bicubic | -47.730 | -36.643 | +164 |
569 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 47.183 | 52.817 | 63.400 | 36.600 | 44.18 | 0.875 | bilinear | -47.977 | -35.850 | +88 |
570 | efficientvit_b2.r256_in1k | 256 | 47.183 | 52.817 | 61.670 | 38.330 | 24.33 | 1.000 | bicubic | -48.107 | -37.440 | +50 |
571 | tf_efficientnet_b6.aa_in1k | 528 | 47.160 | 52.840 | 63.040 | 36.960 | 43.04 | 0.942 | bicubic | -49.130 | -36.590 | -257 |
572 | regnety_080.ra3_in1k | 224 | 47.160 | 52.840 | 62.090 | 37.910 | 39.18 | 0.950 | bicubic | -48.410 | -37.200 | -26 |
573 | convnext_tiny.fb_in1k | 224 | 47.133 | 52.867 | 63.180 | 36.820 | 28.59 | 0.875 | bicubic | -47.837 | -36.030 | +146 |
574 | resnetrs270.tf_in1k | 352 | 47.130 | 52.870 | 62.063 | 37.937 | 129.86 | 1.000 | bicubic | -48.930 | -37.417 | -197 |
575 | regnety_320.tv2_in1k | 224 | 47.083 | 52.917 | 62.087 | 37.913 | 145.05 | 0.965 | bicubic | -48.507 | -37.073 | -39 |
576 | efficientvit_b2.r288_in1k | 288 | 47.080 | 52.920 | 61.683 | 38.317 | 24.33 | 1.000 | bicubic | -48.530 | -37.607 | -43 |
577 | xcit_small_12_p8_224.fb_in1k | 224 | 47.080 | 52.920 | 60.657 | 39.343 | 26.21 | 1.000 | bicubic | -48.370 | -38.733 | -7 |
578 | tf_efficientnet_b4.aa_in1k | 380 | 47.070 | 52.930 | 62.850 | 37.150 | 19.34 | 0.922 | bicubic | -48.520 | -36.550 | -41 |
579 | inception_next_tiny.sail_in1k | 224 | 47.037 | 52.963 | 62.957 | 37.043 | 28.06 | 0.875 | bicubic | -48.083 | -36.163 | +95 |
580 | regnetz_c16.ra3_in1k | 256 | 47.027 | 52.973 | 63.673 | 36.327 | 13.46 | 0.940 | bicubic | -48.133 | -35.577 | +81 |
581 | vit_base_patch16_rpn_224.sw_in1k | 224 | 47.027 | 52.973 | 62.427 | 37.573 | 86.54 | 0.900 | bicubic | -47.803 | -36.663 | +181 |
582 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 47.017 | 52.983 | 63.000 | 37.000 | 11.07 | 1.000 | bicubic | -48.703 | -36.300 | -82 |
583 | swin_base_patch4_window12_384.ms_in1k | 384 | 46.997 | 53.003 | 61.867 | 38.133 | 87.90 | 1.000 | bicubic | -49.393 | -37.663 | -300 |
584 | swinv2_small_window8_256.ms_in1k | 256 | 46.990 | 53.010 | 62.160 | 37.840 | 49.73 | 0.900 | bicubic | -48.780 | -37.140 | -102 |
585 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 46.967 | 53.033 | 64.367 | 35.633 | 6.34 | 0.965 | bicubic | -46.653 | -34.383 | +493 |
586 | convnext_tiny_hnf.a2h_in1k | 224 | 46.957 | 53.043 | 61.160 | 38.840 | 28.59 | 0.950 | bicubic | -47.803 | -38.010 | +187 |
587 | convnextv2_tiny.fcmae_ft_in1k | 288 | 46.953 | 53.047 | 62.473 | 37.527 | 28.64 | 1.000 | bicubic | -48.867 | -36.947 | -123 |
588 | rexnetr_200.sw_in12k_ft_in1k | 288 | 46.937 | 53.063 | 63.830 | 36.170 | 16.52 | 1.000 | bicubic | -48.383 | -35.430 | +19 |
589 | resnet101d.ra2_in1k | 320 | 46.930 | 53.070 | 62.447 | 37.553 | 44.57 | 1.000 | bicubic | -48.820 | -36.993 | -100 |
590 | coat_small.in1k | 224 | 46.930 | 53.070 | 61.367 | 38.633 | 21.69 | 0.900 | bicubic | -48.280 | -37.893 | +58 |
591 | xception65p.ra3_in1k | 299 | 46.890 | 53.110 | 61.070 | 38.930 | 39.82 | 0.940 | bicubic | -48.780 | -38.330 | -79 |
592 | xcit_large_24_p16_224.fb_in1k | 224 | 46.890 | 53.110 | 60.760 | 39.240 | 189.10 | 1.000 | bicubic | -48.060 | -38.440 | +135 |
593 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 46.887 | 53.113 | 62.573 | 37.427 | 11.07 | 0.950 | bicubic | -48.213 | -36.567 | +85 |
594 | nextvit_small.bd_in1k | 224 | 46.857 | 53.143 | 62.813 | 37.187 | 31.76 | 0.950 | bicubic | -48.373 | -36.317 | +43 |
595 | maxvit_tiny_rw_224.sw_in1k | 224 | 46.847 | 53.153 | 60.767 | 39.233 | 29.06 | 0.950 | bicubic | -48.883 | -38.523 | -96 |
596 | resnet152.a1h_in1k | 224 | 46.847 | 53.153 | 60.590 | 39.410 | 60.19 | 0.950 | bicubic | -48.733 | -38.630 | -56 |
597 | pvt_v2_b2_li.in1k | 224 | 46.803 | 53.197 | 62.390 | 37.610 | 22.55 | 0.900 | bicubic | -48.467 | -36.900 | +26 |
598 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 46.790 | 53.210 | 61.323 | 38.677 | 13.68 | 1.000 | bicubic | -47.750 | -37.737 | +244 |
599 | resnet152.tv2_in1k | 224 | 46.777 | 53.223 | 61.003 | 38.997 | 60.19 | 0.965 | bilinear | -48.303 | -38.187 | +90 |
600 | efficientformerv2_s2.snap_dist_in1k | 224 | 46.767 | 53.233 | 61.837 | 38.163 | 12.71 | 0.950 | bicubic | -48.343 | -37.283 | +77 |
601 | seresnext101_64x4d.gluon_in1k | 224 | 46.677 | 53.323 | 61.363 | 38.637 | 88.23 | 0.875 | bicubic | -47.983 | -37.737 | +207 |
602 | fastvit_sa24.apple_in1k | 256 | 46.657 | 53.343 | 61.637 | 38.363 | 21.55 | 0.900 | bicubic | -48.653 | -37.673 | +11 |
603 | regnety_640.seer_ft_in1k | 384 | 46.610 | 53.390 | 63.093 | 36.907 | 281.38 | 1.000 | bicubic | -49.420 | -36.247 | -210 |
604 | fbnetv3_g.ra2_in1k | 240 | 46.590 | 53.410 | 62.600 | 37.400 | 16.62 | 0.950 | bilinear | -48.010 | -36.500 | +214 |
605 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 224 | 46.577 | 53.423 | 63.923 | 36.077 | 28.29 | 0.900 | bicubic | -48.263 | -35.317 | +155 |
606 | twins_pcpvt_large.in1k | 224 | 46.543 | 53.457 | 62.193 | 37.807 | 60.99 | 0.900 | bicubic | -49.197 | -37.177 | -114 |
607 | convnext_tiny.fb_in1k | 288 | 46.530 | 53.470 | 63.247 | 36.753 | 28.59 | 1.000 | bicubic | -48.680 | -36.073 | +40 |
608 | regnetv_064.ra3_in1k | 288 | 46.520 | 53.480 | 62.297 | 37.703 | 30.58 | 1.000 | bicubic | -49.280 | -37.123 | -142 |
609 | resnet152.a1h_in1k | 288 | 46.520 | 53.480 | 60.517 | 39.483 | 60.19 | 1.000 | bicubic | -49.260 | -38.923 | -131 |
610 | swin_base_patch4_window7_224.ms_in1k | 224 | 46.507 | 53.493 | 61.470 | 38.530 | 87.77 | 0.900 | bicubic | -49.393 | -38.080 | -176 |
611 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 46.463 | 53.537 | 62.877 | 37.123 | 15.62 | 1.000 | bicubic | -48.917 | -36.353 | -19 |
612 | efficientnetv2_rw_t.ra2_in1k | 224 | 46.433 | 53.567 | 61.437 | 38.563 | 13.65 | 1.000 | bicubic | -48.227 | -37.623 | +194 |
613 | xcit_medium_24_p8_224.fb_in1k | 224 | 46.423 | 53.577 | 59.597 | 40.403 | 84.32 | 1.000 | bicubic | -49.467 | -39.763 | -173 |
614 | coatnet_1_rw_224.sw_in1k | 224 | 46.417 | 53.583 | 60.103 | 39.897 | 41.72 | 0.950 | bicubic | -49.203 | -39.117 | -88 |
615 | gcvit_tiny.in1k | 224 | 46.407 | 53.593 | 61.660 | 38.340 | 28.22 | 0.875 | bicubic | -49.293 | -37.710 | -110 |
616 | resnetrs200.tf_in1k | 320 | 46.393 | 53.607 | 60.970 | 39.030 | 93.21 | 1.000 | bicubic | -49.927 | -38.570 | -311 |
617 | swin_s3_small_224.ms_in1k | 224 | 46.383 | 53.617 | 60.840 | 39.160 | 49.74 | 0.900 | bicubic | -49.467 | -38.570 | -167 |
618 | crossvit_15_dagger_408.in1k | 408 | 46.383 | 53.617 | 60.533 | 39.467 | 28.50 | 1.000 | bicubic | -49.447 | -38.757 | -160 |
619 | fbnetv3_g.ra2_in1k | 288 | 46.377 | 53.623 | 62.477 | 37.523 | 16.62 | 0.950 | bilinear | -48.753 | -36.713 | +54 |
620 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 46.310 | 53.690 | 63.407 | 36.593 | 6.00 | 0.965 | bicubic | -46.360 | -35.193 | +613 |
621 | tresnet_xl.miil_in1k | 224 | 46.307 | 53.693 | 61.890 | 38.110 | 78.44 | 0.875 | bilinear | -48.773 | -37.290 | +65 |
622 | cs3se_edgenet_x.c2ns_in1k | 256 | 46.307 | 53.693 | 61.277 | 38.723 | 50.72 | 0.950 | bicubic | -49.303 | -38.023 | -93 |
623 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 46.287 | 53.713 | 63.273 | 36.727 | 6.00 | 0.965 | bicubic | -46.553 | -35.417 | +591 |
624 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 46.280 | 53.720 | 60.613 | 39.387 | 12.11 | 1.000 | bicubic | -49.200 | -38.717 | -63 |
625 | rexnet_300.nav_in1k | 224 | 46.253 | 53.747 | 62.443 | 37.557 | 34.71 | 0.875 | bicubic | -49.307 | -36.997 | -77 |
626 | sequencer2d_m.in1k | 224 | 46.247 | 53.753 | 60.817 | 39.183 | 38.31 | 0.875 | bicubic | -49.363 | -38.463 | -97 |
627 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 46.247 | 53.753 | 60.640 | 39.360 | 12.11 | 1.000 | bicubic | -50.003 | -38.670 | -301 |
628 | dm_nfnet_f0.dm_in1k | 192 | 46.210 | 53.790 | 61.467 | 38.533 | 71.49 | 0.900 | bicubic | -48.480 | -37.323 | +169 |
629 | resnest50d_1s4x24d.in1k | 224 | 46.203 | 53.797 | 62.513 | 37.487 | 25.68 | 0.875 | bicubic | -48.177 | -36.517 | +254 |
630 | resnetrs152.tf_in1k | 256 | 46.203 | 53.797 | 60.767 | 39.233 | 86.62 | 1.000 | bicubic | -49.177 | -38.413 | -37 |
631 | repvit_m1_1.dist_450e_in1k | 224 | 46.167 | 53.833 | 63.340 | 36.660 | 8.80 | 0.950 | bicubic | -48.383 | -35.650 | +206 |
632 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 46.167 | 53.833 | 61.900 | 38.100 | 11.07 | 0.950 | bicubic | -48.033 | -37.120 | +307 |
633 | nfnet_l0.ra2_in1k | 224 | 46.153 | 53.847 | 62.790 | 37.210 | 35.07 | 0.900 | bicubic | -48.737 | -36.340 | +108 |
634 | deit_small_distilled_patch16_224.fb_in1k | 224 | 46.153 | 53.847 | 62.453 | 37.547 | 22.44 | 0.900 | bicubic | -48.427 | -36.637 | +190 |
635 | gernet_m.idstcv_in1k | 224 | 46.150 | 53.850 | 62.733 | 37.267 | 21.14 | 0.875 | bilinear | -48.410 | -36.247 | +197 |
636 | regnety_160.deit_in1k | 288 | 46.127 | 53.873 | 61.787 | 38.213 | 83.59 | 1.000 | bicubic | -49.773 | -37.683 | -204 |
637 | crossvit_base_240.in1k | 240 | 46.087 | 53.913 | 60.227 | 39.773 | 105.03 | 0.875 | bicubic | -48.933 | -39.053 | +71 |
638 | tf_efficientnet_b0.ns_jft_in1k | 224 | 46.060 | 53.940 | 63.280 | 36.720 | 5.29 | 0.875 | bicubic | -47.710 | -35.550 | +401 |
639 | poolformerv2_m36.sail_in1k | 224 | 46.050 | 53.950 | 62.200 | 37.800 | 56.08 | 1.000 | bicubic | -48.990 | -36.760 | +60 |
640 | poolformerv2_s36.sail_in1k | 224 | 46.030 | 53.970 | 62.300 | 37.700 | 30.79 | 1.000 | bicubic | -48.680 | -36.430 | +147 |
641 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 46.027 | 53.973 | 61.850 | 38.150 | 22.05 | 0.900 | bicubic | -48.883 | -37.420 | +91 |
642 | resnet51q.ra2_in1k | 288 | 46.027 | 53.973 | 60.923 | 39.077 | 35.70 | 1.000 | bilinear | -49.183 | -38.317 | +8 |
643 | swinv2_cr_small_ns_224.sw_in1k | 224 | 46.027 | 53.973 | 60.603 | 39.397 | 49.70 | 0.900 | bicubic | -49.693 | -38.837 | -141 |
644 | nest_base_jx.goog_in1k | 224 | 45.967 | 54.033 | 60.100 | 39.900 | 67.72 | 0.875 | bicubic | -49.563 | -39.240 | -92 |
645 | deit3_small_patch16_224.fb_in1k | 224 | 45.967 | 54.033 | 58.960 | 41.040 | 22.06 | 0.900 | bicubic | -48.743 | -40.150 | +146 |
646 | crossvit_18_240.in1k | 240 | 45.957 | 54.043 | 60.350 | 39.650 | 43.27 | 0.875 | bicubic | -49.103 | -38.770 | +49 |
647 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 45.943 | 54.057 | 61.093 | 38.907 | 38.75 | 0.900 | bicubic | -49.257 | -38.057 | +5 |
648 | regnety_080.ra3_in1k | 288 | 45.933 | 54.067 | 60.840 | 39.160 | 39.18 | 1.000 | bicubic | -49.927 | -38.620 | -203 |
649 | regnetz_c16.ra3_in1k | 320 | 45.930 | 54.070 | 62.750 | 37.250 | 13.46 | 1.000 | bicubic | -49.460 | -36.490 | -61 |
650 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 45.913 | 54.087 | 61.563 | 38.437 | 11.07 | 1.000 | bicubic | -48.947 | -37.637 | +104 |
651 | twins_pcpvt_base.in1k | 224 | 45.903 | 54.097 | 61.387 | 38.613 | 43.83 | 0.900 | bicubic | -49.577 | -37.903 | -92 |
652 | resnext101_64x4d.c1_in1k | 224 | 45.887 | 54.113 | 59.310 | 40.690 | 83.46 | 0.950 | bicubic | -49.343 | -39.910 | -13 |
653 | resnest50d.in1k | 224 | 45.883 | 54.117 | 62.683 | 37.317 | 27.48 | 0.875 | bilinear | -48.747 | -36.457 | +159 |
654 | twins_svt_base.in1k | 224 | 45.880 | 54.120 | 60.913 | 39.087 | 56.07 | 0.900 | bicubic | -49.690 | -38.347 | -108 |
655 | regnety_032.ra_in1k | 288 | 45.873 | 54.127 | 61.527 | 38.473 | 19.44 | 1.000 | bicubic | -49.597 | -37.803 | -90 |
656 | regnetz_c16_evos.ch_in1k | 256 | 45.867 | 54.133 | 62.960 | 37.040 | 13.49 | 0.950 | bicubic | -49.493 | -36.280 | -58 |
657 | convnext_nano.in12k_ft_in1k | 288 | 45.867 | 54.133 | 62.610 | 37.390 | 15.59 | 1.000 | bicubic | -49.523 | -36.810 | -70 |
658 | convnext_tiny_hnf.a2h_in1k | 288 | 45.840 | 54.160 | 60.143 | 39.857 | 28.59 | 1.000 | bicubic | -49.430 | -39.137 | -34 |
659 | crossvit_18_dagger_240.in1k | 240 | 45.830 | 54.170 | 59.970 | 40.030 | 44.27 | 0.875 | bicubic | -49.360 | -39.150 | -5 |
660 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 45.823 | 54.177 | 61.583 | 38.417 | 11.07 | 1.000 | bicubic | -49.487 | -37.847 | -49 |
661 | levit_384.fb_dist_in1k | 224 | 45.780 | 54.220 | 61.720 | 38.280 | 39.13 | 0.900 | bicubic | -49.440 | -37.480 | -16 |
662 | levit_conv_384.fb_dist_in1k | 224 | 45.777 | 54.223 | 61.717 | 38.283 | 39.13 | 0.900 | bicubic | -49.443 | -37.603 | -16 |
663 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 45.760 | 54.240 | 61.060 | 38.940 | 27.91 | 0.900 | bicubic | -49.490 | -38.140 | -29 |
664 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 45.730 | 54.270 | 60.300 | 39.700 | 13.68 | 1.000 | bicubic | -49.570 | -38.940 | -49 |
665 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 45.723 | 54.277 | 60.950 | 39.050 | 38.73 | 0.900 | bicubic | -49.367 | -38.260 | +20 |
666 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 45.700 | 54.300 | 60.527 | 39.473 | 12.12 | 1.000 | bicubic | -49.770 | -38.823 | -102 |
667 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 45.693 | 54.307 | 62.693 | 37.307 | 6.34 | 1.000 | bicubic | -48.487 | -36.337 | +273 |
668 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 45.693 | 54.307 | 61.053 | 38.947 | 38.74 | 0.900 | bicubic | -49.257 | -38.217 | +58 |
669 | convmixer_1536_20.in1k | 224 | 45.683 | 54.317 | 61.690 | 38.310 | 51.63 | 0.960 | bicubic | -49.287 | -37.520 | +52 |
670 | dm_nfnet_f0.dm_in1k | 256 | 45.673 | 54.327 | 61.327 | 38.673 | 71.49 | 0.900 | bicubic | -50.057 | -37.963 | -175 |
671 | regnetx_320.tv2_in1k | 224 | 45.637 | 54.363 | 60.217 | 39.783 | 107.81 | 0.965 | bicubic | -49.693 | -39.073 | -67 |
672 | efficientnetv2_rw_t.ra2_in1k | 288 | 45.617 | 54.383 | 60.173 | 39.827 | 13.65 | 1.000 | bicubic | -49.473 | -38.927 | +12 |
673 | crossvit_15_dagger_240.in1k | 240 | 45.613 | 54.387 | 60.060 | 39.940 | 28.21 | 0.875 | bicubic | -49.367 | -39.090 | +45 |
674 | flexivit_small.1200ep_in1k | 240 | 45.603 | 54.397 | 59.907 | 40.093 | 22.06 | 0.950 | bicubic | -49.657 | -39.353 | -46 |
675 | xcit_small_12_p16_224.fb_in1k | 224 | 45.597 | 54.403 | 59.453 | 40.547 | 26.25 | 1.000 | bicubic | -49.273 | -39.587 | +77 |
676 | xcit_medium_24_p16_224.fb_in1k | 224 | 45.590 | 54.410 | 59.000 | 41.000 | 84.40 | 1.000 | bicubic | -49.550 | -40.010 | -5 |
677 | xcit_small_24_p16_224.fb_in1k | 224 | 45.577 | 54.423 | 58.967 | 41.033 | 47.67 | 1.000 | bicubic | -49.503 | -40.283 | +13 |
678 | seresnext101_32x4d.gluon_in1k | 224 | 45.547 | 54.453 | 61.107 | 38.893 | 48.96 | 0.875 | bicubic | -48.953 | -37.893 | +170 |
679 | repvit_m1_1.dist_300e_in1k | 224 | 45.540 | 54.460 | 62.743 | 37.257 | 8.80 | 0.950 | bicubic | -48.650 | -35.997 | +260 |
680 | wide_resnet101_2.tv2_in1k | 176 | 45.533 | 54.467 | 59.583 | 40.417 | 126.89 | 0.875 | bilinear | -48.607 | -39.267 | +277 |
681 | resnet152d.gluon_in1k | 224 | 45.460 | 54.540 | 60.070 | 39.930 | 60.21 | 0.875 | bicubic | -48.990 | -38.960 | +184 |
682 | tf_efficientnet_b7.aa_in1k | 600 | 45.457 | 54.543 | 61.763 | 38.237 | 66.35 | 0.949 | bicubic | -50.623 | -37.787 | -309 |
683 | flexivit_small.600ep_in1k | 240 | 45.433 | 54.567 | 59.627 | 40.373 | 22.06 | 0.950 | bicubic | -49.857 | -39.583 | -65 |
684 | cs3se_edgenet_x.c2ns_in1k | 320 | 45.413 | 54.587 | 60.457 | 39.543 | 50.72 | 1.000 | bicubic | -50.637 | -38.943 | -303 |
685 | pvt_v2_b2.in1k | 224 | 45.393 | 54.607 | 60.653 | 39.347 | 25.36 | 0.900 | bicubic | -49.607 | -38.407 | +28 |
686 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 45.387 | 54.613 | 61.710 | 38.290 | 9.72 | 1.000 | bicubic | -48.743 | -37.070 | +272 |
687 | tf_efficientnetv2_s.in1k | 300 | 45.383 | 54.617 | 60.237 | 39.763 | 21.46 | 1.000 | bicubic | -50.017 | -39.083 | -103 |
688 | resnext101_64x4d.c1_in1k | 288 | 45.383 | 54.617 | 59.047 | 40.953 | 83.46 | 1.000 | bicubic | -50.187 | -40.223 | -145 |
689 | nfnet_l0.ra2_in1k | 288 | 45.380 | 54.620 | 62.090 | 37.910 | 35.07 | 1.000 | bicubic | -50.050 | -37.110 | -117 |
690 | regnety_320.seer_ft_in1k | 384 | 45.377 | 54.623 | 62.223 | 37.777 | 145.05 | 1.000 | bicubic | -50.423 | -37.127 | -222 |
691 | convnextv2_nano.fcmae_ft_in1k | 224 | 45.377 | 54.623 | 61.180 | 38.820 | 15.62 | 0.875 | bicubic | -49.533 | -37.820 | +47 |
692 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 45.370 | 54.630 | 61.997 | 38.003 | 25.03 | 0.875 | bilinear | -49.340 | -37.243 | +96 |
693 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 45.363 | 54.637 | 62.267 | 37.733 | 25.55 | 0.875 | bicubic | -50.027 | -37.073 | -106 |
694 | resnet51q.ra2_in1k | 256 | 45.303 | 54.697 | 60.573 | 39.427 | 35.70 | 0.875 | bilinear | -49.727 | -38.617 | +9 |
695 | resnet101.tv2_in1k | 224 | 45.300 | 54.700 | 60.043 | 39.957 | 44.55 | 0.965 | bilinear | -49.590 | -38.987 | +51 |
696 | cs3edgenet_x.c2_in1k | 288 | 45.293 | 54.707 | 60.300 | 39.700 | 47.82 | 1.000 | bicubic | -50.187 | -39.070 | -134 |
697 | nest_small_jx.goog_in1k | 224 | 45.293 | 54.707 | 59.003 | 40.997 | 38.35 | 0.875 | bicubic | -50.287 | -40.307 | -155 |
698 | resnet61q.ra2_in1k | 288 | 45.273 | 54.727 | 59.333 | 40.667 | 36.85 | 1.000 | bicubic | -49.867 | -39.877 | -29 |
699 | resnet101.a1h_in1k | 224 | 45.263 | 54.737 | 59.807 | 40.193 | 44.55 | 0.950 | bicubic | -49.727 | -39.283 | +16 |
700 | convit_small.fb_in1k | 224 | 45.250 | 54.750 | 60.480 | 39.520 | 27.78 | 0.875 | bicubic | -49.660 | -38.640 | +36 |
701 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 45.233 | 54.767 | 61.863 | 38.137 | 9.72 | 0.950 | bicubic | -48.617 | -37.067 | +318 |
702 | efficientvit_b2.r224_in1k | 224 | 45.230 | 54.770 | 59.190 | 40.810 | 24.33 | 0.950 | bicubic | -49.660 | -40.010 | +45 |
703 | nasnetalarge.tf_in1k | 331 | 45.197 | 54.803 | 57.963 | 42.037 | 88.75 | 0.911 | bicubic | -49.983 | -41.167 | -47 |
704 | tresnet_xl.miil_in1k_448 | 448 | 45.177 | 54.823 | 61.437 | 38.563 | 78.44 | 0.875 | bilinear | -50.373 | -37.893 | -155 |
705 | focalnet_tiny_lrf.ms_in1k | 224 | 45.163 | 54.837 | 61.253 | 38.747 | 28.65 | 0.900 | bicubic | -50.057 | -37.967 | -62 |
706 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 45.150 | 54.850 | 61.673 | 38.327 | 9.72 | 0.950 | bicubic | -48.710 | -37.437 | +308 |
707 | rexnet_200.nav_in1k | 224 | 45.140 | 54.860 | 62.320 | 37.680 | 16.37 | 0.875 | bicubic | -49.530 | -36.770 | +98 |
708 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 45.123 | 54.877 | 62.310 | 37.690 | 6.00 | 1.000 | bicubic | -48.467 | -36.400 | +376 |
709 | swin_small_patch4_window7_224.ms_in1k | 224 | 45.113 | 54.887 | 60.280 | 39.720 | 49.61 | 0.900 | bicubic | -50.617 | -38.930 | -212 |
710 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 45.090 | 54.910 | 61.497 | 38.503 | 9.72 | 1.000 | bicubic | -49.000 | -37.513 | +261 |
711 | tf_efficientnet_b3.aa_in1k | 300 | 45.087 | 54.913 | 60.687 | 39.313 | 12.23 | 0.904 | bicubic | -49.833 | -38.403 | +22 |
712 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 45.070 | 54.930 | 61.477 | 38.523 | 9.72 | 1.000 | bicubic | -49.290 | -37.313 | +178 |
713 | sequencer2d_s.in1k | 224 | 45.030 | 54.970 | 60.033 | 39.967 | 27.65 | 0.875 | bicubic | -50.400 | -39.047 | -140 |
714 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 44.993 | 55.007 | 59.603 | 40.397 | 16.78 | 0.950 | bicubic | -50.367 | -39.697 | -116 |
715 | resnetrs152.tf_in1k | 320 | 44.983 | 55.017 | 59.677 | 40.323 | 86.62 | 1.000 | bicubic | -50.977 | -39.743 | -298 |
716 | resnet101.a1h_in1k | 288 | 44.957 | 55.043 | 59.337 | 40.663 | 44.55 | 1.000 | bicubic | -50.623 | -39.923 | -175 |
717 | regnetv_040.ra3_in1k | 224 | 44.947 | 55.053 | 59.953 | 40.047 | 20.64 | 0.950 | bicubic | -50.413 | -39.447 | -117 |
718 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 44.937 | 55.063 | 62.363 | 37.637 | 6.00 | 1.000 | bicubic | -48.903 | -36.367 | +303 |
719 | deit_base_patch16_224.fb_in1k | 224 | 44.913 | 55.087 | 59.183 | 40.817 | 86.57 | 0.900 | bicubic | -50.127 | -40.017 | -19 |
720 | ecaresnetlight.miil_in1k | 224 | 44.910 | 55.090 | 60.777 | 39.223 | 30.16 | 0.875 | bicubic | -49.240 | -38.223 | +232 |
721 | flexivit_small.300ep_in1k | 240 | 44.907 | 55.093 | 59.457 | 40.543 | 22.06 | 0.950 | bicubic | -50.243 | -39.753 | -57 |
722 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 44.900 | 55.100 | 61.387 | 38.613 | 9.72 | 0.950 | bicubic | -48.770 | -37.533 | +342 |
723 | resnetv2_101.a1h_in1k | 224 | 44.837 | 55.163 | 58.867 | 41.133 | 44.54 | 0.950 | bicubic | -50.103 | -40.333 | +6 |
724 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 44.830 | 55.170 | 60.583 | 39.417 | 11.07 | 0.950 | bicubic | -49.990 | -38.237 | +39 |
725 | tf_efficientnet_b2.ap_in1k | 260 | 44.813 | 55.187 | 60.767 | 39.233 | 9.11 | 0.890 | bicubic | -49.457 | -38.273 | +190 |
726 | coatnet_bn_0_rw_224.sw_in1k | 224 | 44.810 | 55.190 | 60.933 | 39.067 | 27.44 | 0.950 | bicubic | -50.170 | -38.217 | -10 |
727 | resmlp_24_224.fb_distilled_in1k | 224 | 44.797 | 55.203 | 61.507 | 38.493 | 30.02 | 0.875 | bicubic | -49.553 | -37.453 | +165 |
728 | focalnet_tiny_srf.ms_in1k | 224 | 44.787 | 55.213 | 60.993 | 39.007 | 28.43 | 0.900 | bicubic | -50.233 | -38.057 | -22 |
729 | repvit_m2.dist_in1k | 224 | 44.777 | 55.223 | 61.873 | 38.127 | 8.80 | 0.950 | bicubic | -49.683 | -37.207 | +131 |
730 | cait_xxs36_384.fb_dist_in1k | 384 | 44.767 | 55.233 | 59.427 | 40.573 | 17.37 | 1.000 | bicubic | -50.483 | -39.893 | -99 |
731 | edgenext_small.usi_in1k | 256 | 44.757 | 55.243 | 60.847 | 39.153 | 5.59 | 0.950 | bicubic | -49.643 | -38.333 | +146 |
732 | tiny_vit_11m_224.in1k | 224 | 44.747 | 55.253 | 60.180 | 39.820 | 11.00 | 0.950 | bicubic | -50.473 | -39.060 | -88 |
733 | resmlp_36_224.fb_distilled_in1k | 224 | 44.730 | 55.270 | 61.157 | 38.843 | 44.69 | 0.875 | bicubic | -49.840 | -38.023 | +94 |
734 | gernet_l.idstcv_in1k | 256 | 44.717 | 55.283 | 58.993 | 41.007 | 31.08 | 0.875 | bilinear | -50.223 | -40.157 | -7 |
735 | regnety_032.tv2_in1k | 224 | 44.700 | 55.300 | 60.980 | 39.020 | 19.44 | 0.965 | bicubic | -50.190 | -38.020 | +7 |
736 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 44.697 | 55.303 | 59.433 | 40.567 | 12.12 | 1.000 | bicubic | -49.553 | -39.607 | +189 |
737 | deit_base_patch16_384.fb_in1k | 384 | 44.667 | 55.333 | 59.570 | 40.430 | 86.86 | 1.000 | bicubic | -50.993 | -39.670 | -220 |
738 | resnet61q.ra2_in1k | 256 | 44.623 | 55.377 | 58.913 | 41.087 | 36.85 | 0.900 | bicubic | -50.417 | -40.027 | -37 |
739 | ecaresnetlight.miil_in1k | 288 | 44.603 | 55.397 | 60.430 | 39.570 | 30.16 | 0.950 | bicubic | -49.947 | -38.650 | +97 |
740 | regnety_064.ra3_in1k | 224 | 44.580 | 55.420 | 58.493 | 41.507 | 30.58 | 0.950 | bicubic | -51.010 | -40.977 | -202 |
741 | vit_relpos_small_patch16_224.sw_in1k | 224 | 44.540 | 55.460 | 60.200 | 39.800 | 21.98 | 0.900 | bicubic | -50.140 | -38.900 | +62 |
742 | swinv2_tiny_window16_256.ms_in1k | 256 | 44.503 | 55.497 | 59.467 | 40.533 | 28.35 | 0.900 | bicubic | -50.867 | -39.833 | -147 |
743 | resnetv2_101.a1h_in1k | 288 | 44.493 | 55.507 | 58.623 | 41.377 | 44.54 | 1.000 | bicubic | -51.137 | -40.677 | -222 |
744 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 44.487 | 55.513 | 58.170 | 41.830 | 55.84 | 0.897 | bicubic | -49.643 | -40.690 | +217 |
745 | gmlp_s16_224.ra3_in1k | 224 | 44.480 | 55.520 | 58.653 | 41.347 | 19.42 | 0.875 | bicubic | -49.060 | -39.947 | +351 |
746 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 44.463 | 55.537 | 60.907 | 39.093 | 5.39 | 0.950 | bicubic | -50.167 | -38.153 | +64 |
747 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 44.460 | 55.540 | 60.267 | 39.733 | 11.07 | 1.000 | bicubic | -50.770 | -39.133 | -111 |
748 | resnetrs101.tf_in1k | 192 | 44.440 | 55.560 | 59.397 | 40.603 | 63.62 | 0.940 | bicubic | -49.960 | -39.723 | +132 |
749 | cs3edgenet_x.c2_in1k | 256 | 44.430 | 55.570 | 59.723 | 40.277 | 47.82 | 0.887 | bicubic | -50.710 | -39.557 | -83 |
750 | repvit_m1_0.dist_300e_in1k | 224 | 44.417 | 55.583 | 61.430 | 38.570 | 7.30 | 0.950 | bicubic | -49.353 | -37.240 | +290 |
751 | regnety_160.tv2_in1k | 224 | 44.413 | 55.587 | 59.133 | 40.867 | 83.59 | 0.965 | bicubic | -50.747 | -40.197 | -91 |
752 | repvit_m1_0.dist_450e_in1k | 224 | 44.360 | 55.640 | 61.450 | 38.550 | 7.30 | 0.950 | bicubic | -49.920 | -37.540 | +160 |
753 | tresnet_l.miil_in1k | 224 | 44.353 | 55.647 | 59.950 | 40.050 | 55.99 | 0.875 | bilinear | -50.507 | -39.250 | +5 |
754 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 44.337 | 55.663 | 58.723 | 41.277 | 23.70 | 0.950 | bicubic | -51.103 | -40.467 | -184 |
755 | resnext101_32x4d.gluon_in1k | 224 | 44.330 | 55.670 | 59.110 | 40.890 | 44.18 | 0.875 | bicubic | -49.790 | -39.950 | +210 |
756 | gcvit_xtiny.in1k | 224 | 44.260 | 55.740 | 59.983 | 40.017 | 19.98 | 0.875 | bicubic | -50.780 | -39.167 | -58 |
757 | eca_nfnet_l0.ra2_in1k | 224 | 44.213 | 55.787 | 60.810 | 39.190 | 24.14 | 0.900 | bicubic | -50.747 | -38.340 | -34 |
758 | poolformer_m48.sail_in1k | 224 | 44.190 | 55.810 | 59.163 | 40.837 | 73.47 | 0.950 | bicubic | -50.900 | -40.047 | -72 |
759 | wide_resnet50_2.racm_in1k | 224 | 44.157 | 55.843 | 59.670 | 40.330 | 68.88 | 0.875 | bicubic | -50.503 | -39.310 | +48 |
760 | regnety_080_tv.tv2_in1k | 224 | 44.153 | 55.847 | 58.813 | 41.187 | 39.38 | 0.965 | bicubic | -51.167 | -40.407 | -150 |
761 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 44.133 | 55.867 | 59.680 | 40.320 | 21.97 | 0.900 | bicubic | -50.447 | -39.460 | +62 |
762 | crossvit_15_240.in1k | 240 | 44.127 | 55.873 | 59.153 | 40.847 | 27.53 | 0.875 | bicubic | -50.553 | -40.077 | +40 |
763 | regnetz_c16_evos.ch_in1k | 320 | 44.120 | 55.880 | 60.963 | 39.037 | 13.49 | 0.950 | bicubic | -51.540 | -38.427 | -248 |
764 | hgnet_small.paddle_in1k | 224 | 44.117 | 55.883 | 60.527 | 39.473 | 24.36 | 0.965 | bicubic | -50.743 | -38.613 | -8 |
765 | resnet152s.gluon_in1k | 224 | 44.117 | 55.883 | 58.760 | 41.240 | 60.32 | 0.875 | bicubic | -50.633 | -40.290 | +12 |
766 | fastvit_sa12.apple_dist_in1k | 256 | 44.113 | 55.887 | 59.067 | 40.933 | 11.58 | 0.900 | bicubic | -50.587 | -40.063 | +28 |
767 | convnextv2_nano.fcmae_ft_in1k | 288 | 44.103 | 55.897 | 60.173 | 39.827 | 15.62 | 1.000 | bicubic | -51.057 | -39.017 | -108 |
768 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 44.097 | 55.903 | 62.033 | 37.967 | 44.54 | 1.000 | bilinear | -51.233 | -37.267 | -166 |
769 | seresnext50_32x4d.racm_in1k | 224 | 44.097 | 55.903 | 59.373 | 40.627 | 27.56 | 0.875 | bicubic | -50.783 | -39.817 | -18 |
770 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 44.093 | 55.907 | 58.160 | 41.840 | 15.50 | 0.950 | bicubic | -51.337 | -41.270 | -195 |
771 | pit_b_224.in1k | 224 | 44.083 | 55.917 | 58.007 | 41.993 | 73.76 | 0.900 | bicubic | -50.737 | -41.043 | -6 |
772 | inception_resnet_v2.tf_in1k | 299 | 44.070 | 55.930 | 57.923 | 42.077 | 55.84 | 0.897 | bicubic | -50.270 | -40.877 | +124 |
773 | wide_resnet50_2.tv2_in1k | 176 | 44.007 | 55.993 | 59.663 | 40.337 | 68.88 | 0.875 | bilinear | -50.013 | -39.437 | +210 |
774 | pnasnet5large.tf_in1k | 331 | 43.990 | 56.010 | 56.773 | 43.227 | 86.06 | 0.911 | bicubic | -51.380 | -42.357 | -178 |
775 | ecaresnet50t.ra2_in1k | 256 | 43.977 | 56.023 | 60.037 | 39.963 | 25.57 | 0.875 | bicubic | -50.753 | -39.033 | +8 |
776 | poolformer_m36.sail_in1k | 224 | 43.933 | 56.067 | 59.110 | 40.890 | 56.17 | 0.950 | bicubic | -51.127 | -40.050 | -80 |
777 | resnetaa50d.sw_in12k_ft_in1k | 224 | 43.920 | 56.080 | 59.530 | 40.470 | 25.58 | 0.950 | bicubic | -51.030 | -39.300 | -53 |
778 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 43.903 | 56.097 | 61.923 | 38.077 | 25.56 | 0.875 | bilinear | -50.427 | -37.217 | +120 |
779 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 43.903 | 56.097 | 59.383 | 40.617 | 13.42 | 0.950 | bicubic | -50.557 | -39.707 | +78 |
780 | pit_s_224.in1k | 224 | 43.893 | 56.107 | 58.660 | 41.340 | 23.46 | 0.900 | bicubic | -50.707 | -40.270 | +39 |
781 | resnext101_64x4d.gluon_in1k | 224 | 43.890 | 56.110 | 58.713 | 41.287 | 83.46 | 0.875 | bicubic | -50.460 | -40.197 | +114 |
782 | tf_efficientnetv2_s.in1k | 384 | 43.873 | 56.127 | 58.727 | 41.273 | 21.46 | 1.000 | bicubic | -51.887 | -40.683 | -297 |
783 | coatnext_nano_rw_224.sw_in1k | 224 | 43.847 | 56.153 | 58.583 | 41.417 | 14.70 | 0.900 | bicubic | -51.013 | -40.447 | -28 |
784 | regnety_040.ra3_in1k | 224 | 43.843 | 56.157 | 57.870 | 42.130 | 20.65 | 0.950 | bicubic | -51.157 | -41.270 | -73 |
785 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 43.840 | 56.160 | 58.800 | 41.200 | 15.25 | 0.950 | bicubic | -50.550 | -40.240 | +96 |
786 | wide_resnet50_2.tv2_in1k | 224 | 43.813 | 56.187 | 59.637 | 40.363 | 68.88 | 0.965 | bilinear | -50.997 | -39.643 | -20 |
787 | cait_xxs36_224.fb_dist_in1k | 224 | 43.803 | 56.197 | 58.790 | 41.210 | 17.30 | 1.000 | bicubic | -50.137 | -39.840 | +211 |
788 | coat_lite_small.in1k | 224 | 43.803 | 56.197 | 57.020 | 42.980 | 19.84 | 0.900 | bicubic | -51.297 | -42.230 | -105 |
789 | ecaresnet50d.miil_in1k | 224 | 43.780 | 56.220 | 60.343 | 39.657 | 25.58 | 0.875 | bicubic | -50.450 | -38.517 | +140 |
790 | convnext_nano.d1h_in1k | 224 | 43.770 | 56.230 | 58.773 | 41.227 | 15.59 | 0.950 | bicubic | -50.540 | -40.147 | +110 |
791 | ecaresnet101d_pruned.miil_in1k | 224 | 43.767 | 56.233 | 59.653 | 40.347 | 24.88 | 0.875 | bicubic | -50.673 | -39.387 | +77 |
792 | tnt_s_patch16_224 | 224 | 43.767 | 56.233 | 59.217 | 40.783 | 23.76 | 0.900 | bicubic | -50.803 | -39.953 | +35 |
793 | pit_xs_distilled_224.in1k | 224 | 43.757 | 56.243 | 60.650 | 39.350 | 11.00 | 0.900 | bicubic | -49.513 | -38.100 | +355 |
794 | resnet152.tv2_in1k | 176 | 43.757 | 56.243 | 57.643 | 42.357 | 60.19 | 0.875 | bilinear | -50.263 | -41.277 | +192 |
795 | regnetv_040.ra3_in1k | 288 | 43.753 | 56.247 | 58.520 | 41.480 | 20.64 | 1.000 | bicubic | -52.017 | -40.840 | -314 |
796 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 43.720 | 56.280 | 59.470 | 40.530 | 18.45 | 0.888 | bicubic | -51.380 | -39.620 | -115 |
797 | cspresnext50.ra_in1k | 256 | 43.713 | 56.287 | 60.243 | 39.757 | 20.57 | 0.887 | bilinear | -50.537 | -38.707 | +126 |
798 | edgenext_small.usi_in1k | 320 | 43.693 | 56.307 | 59.930 | 40.070 | 5.59 | 1.000 | bicubic | -51.157 | -39.480 | -39 |
799 | tf_efficientnet_b5.in1k | 456 | 43.650 | 56.350 | 60.190 | 39.810 | 30.39 | 0.934 | bicubic | -52.200 | -39.000 | -349 |
800 | swinv2_cr_small_224.sw_in1k | 224 | 43.650 | 56.350 | 57.513 | 42.487 | 49.70 | 0.900 | bicubic | -51.770 | -41.547 | -219 |
801 | rexnet_150.nav_in1k | 224 | 43.610 | 56.390 | 60.927 | 39.073 | 9.73 | 0.875 | bicubic | -50.680 | -38.053 | +107 |
802 | swin_s3_tiny_224.ms_in1k | 224 | 43.587 | 56.413 | 59.353 | 40.647 | 28.33 | 0.900 | bicubic | -51.373 | -39.807 | -80 |
803 | resnet101.tv2_in1k | 176 | 43.567 | 56.433 | 57.790 | 42.210 | 44.55 | 0.875 | bilinear | -50.363 | -40.960 | +198 |
804 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 43.553 | 56.447 | 58.437 | 41.563 | 6.71 | 1.000 | bicubic | -51.167 | -40.693 | -19 |
805 | efficientformer_l1.snap_dist_in1k | 224 | 43.533 | 56.467 | 59.930 | 40.070 | 12.29 | 0.950 | bicubic | -50.457 | -39.130 | +186 |
806 | crossvit_small_240.in1k | 240 | 43.533 | 56.467 | 58.980 | 41.020 | 26.86 | 0.875 | bicubic | -51.057 | -40.130 | +13 |
807 | cs3sedarknet_x.c2ns_in1k | 288 | 43.533 | 56.467 | 58.810 | 41.190 | 35.40 | 1.000 | bicubic | -51.887 | -40.350 | -228 |
808 | maxvit_nano_rw_256.sw_in1k | 256 | 43.523 | 56.477 | 57.500 | 42.500 | 15.45 | 0.950 | bicubic | -51.957 | -41.810 | -245 |
809 | convnextv2_pico.fcmae_ft_in1k | 224 | 43.490 | 56.510 | 60.043 | 39.957 | 9.07 | 0.875 | bicubic | -50.610 | -38.787 | +158 |
810 | regnety_016.tv2_in1k | 224 | 43.477 | 56.523 | 59.603 | 40.397 | 11.20 | 0.965 | bicubic | -50.973 | -39.407 | +53 |
811 | tf_efficientnet_b4.in1k | 380 | 43.470 | 56.530 | 59.587 | 40.413 | 19.34 | 0.922 | bicubic | -52.030 | -39.693 | -254 |
812 | wide_resnet50_2.racm_in1k | 288 | 43.460 | 56.540 | 59.047 | 40.953 | 68.88 | 0.950 | bicubic | -51.670 | -40.213 | -140 |
813 | resnet101d.gluon_in1k | 224 | 43.443 | 56.557 | 58.643 | 41.357 | 44.57 | 0.875 | bicubic | -50.737 | -40.277 | +129 |
814 | efficientvit_b1.r288_in1k | 288 | 43.440 | 56.560 | 57.847 | 42.153 | 9.10 | 1.000 | bicubic | -50.730 | -41.163 | +131 |
815 | resnet101s.gluon_in1k | 224 | 43.423 | 56.577 | 58.703 | 41.297 | 44.67 | 0.875 | bicubic | -50.777 | -40.137 | +121 |
816 | ecaresnet50t.ra2_in1k | 320 | 43.403 | 56.597 | 59.307 | 40.693 | 25.57 | 0.950 | bicubic | -51.707 | -39.983 | -140 |
817 | nf_resnet50.ra2_in1k | 256 | 43.360 | 56.640 | 60.593 | 39.407 | 25.56 | 0.940 | bicubic | -50.780 | -38.357 | +139 |
818 | cspdarknet53.ra_in1k | 256 | 43.353 | 56.647 | 59.477 | 40.523 | 27.64 | 0.887 | bilinear | -50.787 | -39.513 | +137 |
819 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 43.347 | 56.653 | 58.647 | 41.353 | 15.15 | 0.900 | bicubic | -51.713 | -40.533 | -125 |
820 | resnet152.a1_in1k | 224 | 43.347 | 56.653 | 56.347 | 43.653 | 60.19 | 0.950 | bicubic | -51.343 | -42.623 | -21 |
821 | eca_nfnet_l0.ra2_in1k | 288 | 43.303 | 56.697 | 59.903 | 40.097 | 24.14 | 1.000 | bicubic | -52.147 | -39.507 | -254 |
822 | efficientnet_b1.ra4_e3600_r240_in1k | 288 | 43.303 | 56.697 | 59.017 | 40.983 | 7.79 | 1.000 | bicubic | -51.137 | -40.073 | +45 |
823 | convmixer_768_32.in1k | 224 | 43.260 | 56.740 | 59.363 | 40.637 | 21.11 | 0.960 | bicubic | -51.150 | -39.747 | +52 |
824 | ecaresnet101d_pruned.miil_in1k | 288 | 43.240 | 56.760 | 58.983 | 41.017 | 24.88 | 0.950 | bicubic | -51.820 | -40.217 | -133 |
825 | xcit_tiny_24_p8_224.fb_in1k | 224 | 43.233 | 56.767 | 57.297 | 42.703 | 12.11 | 1.000 | bicubic | -51.647 | -41.823 | -76 |
826 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 43.227 | 56.773 | 58.140 | 41.860 | 6.71 | 1.000 | bicubic | -52.223 | -41.200 | -258 |
827 | cs3sedarknet_x.c2ns_in1k | 256 | 43.220 | 56.780 | 58.733 | 41.267 | 35.40 | 0.887 | bicubic | -51.840 | -40.507 | -135 |
828 | poolformerv2_s24.sail_in1k | 224 | 43.213 | 56.787 | 60.407 | 39.593 | 21.34 | 1.000 | bicubic | -51.237 | -38.503 | +36 |
829 | visformer_small.in1k | 224 | 43.210 | 56.790 | 57.980 | 42.020 | 40.22 | 0.900 | bicubic | -51.760 | -41.190 | -109 |
830 | repvit_m0_9.dist_300e_in1k | 224 | 43.207 | 56.793 | 60.447 | 39.553 | 5.49 | 0.950 | bicubic | -50.243 | -38.403 | +289 |
831 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 43.187 | 56.813 | 59.287 | 40.713 | 22.92 | 1.000 | bicubic | -51.383 | -39.853 | -2 |
832 | fbnetv3_d.ra2_in1k | 224 | 43.180 | 56.820 | 59.540 | 40.460 | 10.31 | 0.950 | bilinear | -50.050 | -39.000 | +320 |
833 | mobilenet_edgetpu_v2_m | 224 | 43.170 | 56.830 | 58.280 | 41.720 | 8.46 | 0.900 | bicubic | -51.000 | -40.640 | +116 |
834 | tf_efficientnetv2_b3.in1k | 240 | 43.167 | 56.833 | 58.913 | 41.087 | 14.36 | 0.904 | bicubic | -51.063 | -40.077 | +96 |
835 | regnetx_160.tv2_in1k | 224 | 43.157 | 56.843 | 57.463 | 42.537 | 54.28 | 0.965 | bicubic | -52.103 | -41.737 | -209 |
836 | cspresnet50.ra_in1k | 256 | 43.147 | 56.853 | 59.250 | 40.750 | 21.62 | 0.887 | bilinear | -50.763 | -39.530 | +168 |
837 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 43.147 | 56.853 | 58.433 | 41.567 | 119.42 | 0.900 | bicubic | -50.023 | -40.247 | +325 |
838 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 224 | 43.147 | 56.853 | 58.280 | 41.720 | 8.46 | 0.900 | bicubic | -51.023 | -40.660 | +109 |
839 | regnety_064.ra3_in1k | 288 | 43.143 | 56.857 | 57.300 | 42.700 | 30.58 | 1.000 | bicubic | -52.667 | -41.990 | -373 |
840 | regnetx_080.tv2_in1k | 224 | 43.133 | 56.867 | 57.973 | 42.027 | 39.57 | 0.965 | bicubic | -51.617 | -40.977 | -64 |
841 | resnest26d.gluon_in1k | 224 | 43.130 | 56.870 | 60.590 | 39.410 | 17.07 | 0.875 | bilinear | -50.150 | -37.940 | +304 |
842 | repvit_m0_9.dist_450e_in1k | 224 | 43.130 | 56.870 | 60.437 | 39.563 | 5.49 | 0.950 | bicubic | -50.340 | -38.563 | +272 |
843 | twins_pcpvt_small.in1k | 224 | 43.097 | 56.903 | 58.933 | 41.067 | 24.11 | 0.900 | bicubic | -51.513 | -40.057 | -28 |
844 | coatnet_nano_rw_224.sw_in1k | 224 | 43.070 | 56.930 | 57.877 | 42.123 | 15.14 | 0.900 | bicubic | -51.960 | -41.313 | -139 |
845 | ecaresnet50d.miil_in1k | 288 | 43.067 | 56.933 | 59.480 | 40.520 | 25.58 | 0.950 | bicubic | -51.613 | -39.620 | -45 |
846 | efficientnet_b1.ra4_e3600_r240_in1k | 240 | 43.057 | 56.943 | 59.263 | 40.737 | 7.79 | 0.900 | bicubic | -51.163 | -39.827 | +85 |
847 | resmlp_36_224.fb_in1k | 224 | 43.010 | 56.990 | 59.413 | 40.587 | 44.69 | 0.875 | bicubic | -50.660 | -39.287 | +216 |
848 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 256 | 42.973 | 57.027 | 58.017 | 41.983 | 8.46 | 0.950 | bicubic | -51.577 | -40.883 | -10 |
849 | resnet152.gluon_in1k | 224 | 42.973 | 57.027 | 57.773 | 42.227 | 60.19 | 0.875 | bicubic | -51.067 | -41.247 | +132 |
850 | mobilenet_edgetpu_v2_m | 256 | 42.957 | 57.043 | 58.010 | 41.990 | 8.46 | 0.950 | bicubic | -51.603 | -40.810 | -20 |
851 | resnet50.b1k_in1k | 224 | 42.953 | 57.047 | 58.933 | 41.067 | 25.56 | 0.950 | bicubic | -50.747 | -39.867 | +208 |
852 | twins_svt_small.in1k | 224 | 42.940 | 57.060 | 58.433 | 41.567 | 24.06 | 0.900 | bicubic | -51.830 | -40.647 | -80 |
853 | fastvit_sa12.apple_in1k | 256 | 42.923 | 57.077 | 58.873 | 41.127 | 11.58 | 0.900 | bicubic | -51.537 | -40.197 | +6 |
854 | fbnetv3_d.ra2_in1k | 256 | 42.907 | 57.093 | 59.650 | 40.350 | 10.31 | 0.950 | bilinear | -50.913 | -39.250 | +172 |
855 | tf_efficientnet_b1.ap_in1k | 240 | 42.887 | 57.113 | 58.907 | 41.093 | 7.79 | 0.882 | bicubic | -50.753 | -39.873 | +216 |
856 | dpn131.mx_in1k | 224 | 42.883 | 57.117 | 57.167 | 42.833 | 79.25 | 0.875 | bicubic | -50.907 | -41.743 | +180 |
857 | tf_efficientnet_lite4.in1k | 380 | 42.877 | 57.123 | 57.723 | 42.277 | 13.01 | 0.920 | bilinear | -52.003 | -41.407 | -106 |
858 | gcresnet50t.ra2_in1k | 256 | 42.860 | 57.140 | 59.233 | 40.767 | 25.90 | 0.900 | bicubic | -51.750 | -39.687 | -42 |
859 | resnet50d.ra4_e3600_r224_in1k | 224 | 42.857 | 57.143 | 58.163 | 41.837 | 25.58 | 0.950 | bicubic | -51.963 | -40.947 | -95 |
860 | resnet152c.gluon_in1k | 224 | 42.850 | 57.150 | 57.793 | 42.207 | 60.21 | 0.875 | bicubic | -51.040 | -41.097 | +149 |
861 | resnet50.tv2_in1k | 224 | 42.840 | 57.160 | 58.543 | 41.457 | 25.56 | 0.965 | bilinear | -51.750 | -40.527 | -40 |
862 | coatnet_0_rw_224.sw_in1k | 224 | 42.807 | 57.193 | 56.297 | 43.703 | 27.44 | 0.950 | bicubic | -52.123 | -42.723 | -131 |
863 | tresnet_l.miil_in1k_448 | 448 | 42.803 | 57.197 | 58.943 | 41.057 | 55.99 | 0.875 | bilinear | -52.607 | -40.457 | -280 |
864 | cs3darknet_x.c2ns_in1k | 256 | 42.803 | 57.197 | 58.367 | 41.633 | 35.05 | 0.950 | bicubic | -52.227 | -40.783 | -162 |
865 | gcresnet50t.ra2_in1k | 288 | 42.790 | 57.210 | 59.073 | 40.927 | 25.90 | 1.000 | bicubic | -51.970 | -40.047 | -91 |
866 | levit_256.fb_dist_in1k | 224 | 42.787 | 57.213 | 57.913 | 42.087 | 18.89 | 0.900 | bicubic | -51.633 | -40.967 | +6 |
867 | levit_conv_256.fb_dist_in1k | 224 | 42.783 | 57.217 | 57.913 | 42.087 | 18.89 | 0.900 | bicubic | -51.627 | -41.147 | +9 |
868 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 42.777 | 57.223 | 58.860 | 41.140 | 18.45 | 1.000 | bicubic | -52.643 | -40.440 | -289 |
869 | cs3darknet_x.c2ns_in1k | 288 | 42.770 | 57.230 | 58.157 | 41.843 | 35.05 | 1.000 | bicubic | -52.500 | -40.813 | -247 |
870 | dpn107.mx_in1k | 224 | 42.763 | 57.237 | 57.280 | 42.720 | 86.92 | 0.875 | bicubic | -51.247 | -41.610 | +118 |
871 | resnext50_32x4d.tv2_in1k | 224 | 42.753 | 57.247 | 57.563 | 42.437 | 25.03 | 0.965 | bilinear | -51.737 | -41.457 | -20 |
872 | seresnext50_32x4d.gluon_in1k | 224 | 42.700 | 57.300 | 58.657 | 41.343 | 27.56 | 0.875 | bicubic | -51.470 | -40.213 | +73 |
873 | resnet152.a3_in1k | 160 | 42.700 | 57.300 | 56.957 | 43.043 | 60.19 | 0.950 | bicubic | -50.670 | -41.623 | +265 |
874 | resnet50d.ra2_in1k | 224 | 42.693 | 57.307 | 58.750 | 41.250 | 25.58 | 0.875 | bicubic | -51.367 | -40.180 | +104 |
875 | tresnet_m.miil_in1k | 224 | 42.693 | 57.307 | 58.193 | 41.807 | 31.39 | 0.875 | bilinear | -51.407 | -40.837 | +92 |
876 | convnext_nano_ols.d1h_in1k | 224 | 42.693 | 57.307 | 57.663 | 42.337 | 15.65 | 0.950 | bicubic | -51.457 | -41.287 | +79 |
877 | resnext101_32x8d.tv_in1k | 224 | 42.600 | 57.400 | 58.370 | 41.630 | 88.79 | 0.875 | bilinear | -51.180 | -40.580 | +160 |
878 | regnety_040.ra3_in1k | 288 | 42.597 | 57.403 | 57.003 | 42.997 | 20.65 | 1.000 | bicubic | -52.853 | -42.187 | -312 |
879 | resnetv2_50d_gn.ah_in1k | 224 | 42.583 | 57.417 | 57.753 | 42.247 | 25.57 | 0.950 | bicubic | -51.837 | -41.307 | -5 |
880 | convnext_nano.d1h_in1k | 288 | 42.580 | 57.420 | 57.537 | 42.463 | 15.59 | 1.000 | bicubic | -52.310 | -41.713 | -136 |
881 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 42.573 | 57.427 | 58.060 | 41.940 | 6.72 | 1.000 | bicubic | -51.977 | -41.130 | -44 |
882 | resnetaa50d.sw_in12k_ft_in1k | 288 | 42.550 | 57.450 | 58.457 | 41.543 | 25.58 | 1.000 | bicubic | -52.740 | -40.733 | -266 |
883 | fastvit_s12.apple_dist_in1k | 256 | 42.547 | 57.453 | 58.160 | 41.840 | 9.47 | 0.900 | bicubic | -51.733 | -40.960 | +30 |
884 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 42.527 | 57.473 | 58.297 | 41.703 | 14.25 | 0.888 | bicubic | -52.243 | -40.803 | -114 |
885 | efficientvit_b1.r256_in1k | 256 | 42.527 | 57.473 | 57.487 | 42.513 | 9.10 | 1.000 | bicubic | -51.133 | -41.273 | +183 |
886 | resnetv2_50d_evos.ah_in1k | 224 | 42.517 | 57.483 | 57.147 | 42.853 | 25.59 | 0.950 | bicubic | -51.773 | -41.943 | +23 |
887 | seresnet50.ra2_in1k | 224 | 42.487 | 57.513 | 58.747 | 41.253 | 28.09 | 0.875 | bicubic | -51.633 | -40.163 | +77 |
888 | nf_resnet50.ra2_in1k | 288 | 42.483 | 57.517 | 59.607 | 40.393 | 25.56 | 0.940 | bicubic | -51.887 | -39.443 | -2 |
889 | resnet50.b2k_in1k | 224 | 42.467 | 57.533 | 58.137 | 41.863 | 25.56 | 0.950 | bicubic | -51.333 | -40.303 | +141 |
890 | seresnext50_32x4d.racm_in1k | 288 | 42.467 | 57.533 | 58.127 | 41.873 | 27.56 | 0.950 | bicubic | -52.543 | -40.963 | -180 |
891 | resnetrs101.tf_in1k | 288 | 42.460 | 57.540 | 57.290 | 42.710 | 63.62 | 0.940 | bicubic | -52.770 | -41.920 | -253 |
892 | resnet50.tv2_in1k | 176 | 42.430 | 57.570 | 58.043 | 41.957 | 25.56 | 0.875 | bilinear | -51.320 | -40.707 | +155 |
893 | poolformer_s36.sail_in1k | 224 | 42.383 | 57.617 | 58.803 | 41.197 | 30.86 | 0.900 | bicubic | -52.247 | -40.227 | -82 |
894 | repvit_m1.dist_in1k | 224 | 42.370 | 57.630 | 59.640 | 40.360 | 5.49 | 0.950 | bicubic | -50.970 | -39.020 | +245 |
895 | mobileone_s4.apple_in1k | 224 | 42.370 | 57.630 | 58.053 | 41.947 | 14.95 | 0.900 | bilinear | -51.370 | -40.887 | +156 |
896 | nest_tiny_jx.goog_in1k | 224 | 42.347 | 57.653 | 57.040 | 42.960 | 17.06 | 0.875 | bicubic | -52.593 | -42.130 | -166 |
897 | legacy_senet154.in1k | 224 | 42.340 | 57.660 | 56.647 | 43.353 | 115.09 | 0.875 | bilinear | -52.400 | -42.453 | -116 |
898 | tf_efficientnetv2_b3.in1k | 300 | 42.333 | 57.667 | 58.017 | 41.983 | 14.36 | 0.904 | bicubic | -52.807 | -40.903 | -230 |
899 | mobileone_s3.apple_in1k | 224 | 42.300 | 57.700 | 59.327 | 40.673 | 10.17 | 0.900 | bilinear | -50.700 | -39.283 | +284 |
900 | hgnet_small.paddle_in1k | 288 | 42.287 | 57.713 | 58.703 | 41.297 | 24.36 | 1.000 | bicubic | -52.803 | -40.617 | -217 |
901 | xcit_tiny_24_p16_224.fb_in1k | 224 | 42.283 | 57.717 | 56.793 | 43.207 | 12.12 | 1.000 | bicubic | -51.567 | -42.107 | +119 |
902 | tf_efficientnet_cc_b1_8e.in1k | 240 | 42.277 | 57.723 | 58.540 | 41.460 | 39.72 | 0.882 | bicubic | -51.313 | -40.440 | +183 |
903 | deit_small_patch16_224.fb_in1k | 224 | 42.270 | 57.730 | 58.007 | 41.993 | 22.05 | 0.900 | bicubic | -51.730 | -40.943 | +86 |
904 | convmixer_1024_20_ks9_p14.in1k | 224 | 42.260 | 57.740 | 59.687 | 40.313 | 24.38 | 0.960 | bicubic | -50.070 | -38.723 | +366 |
905 | tf_efficientnet_b2.aa_in1k | 260 | 42.243 | 57.757 | 58.223 | 41.777 | 9.11 | 0.890 | bicubic | -51.967 | -40.617 | +28 |
906 | resnet101.a1_in1k | 224 | 42.233 | 57.767 | 55.470 | 44.530 | 44.55 | 0.950 | bicubic | -52.247 | -43.290 | -52 |
907 | resnet152.a1_in1k | 288 | 42.233 | 57.767 | 55.470 | 44.530 | 60.19 | 1.000 | bicubic | -52.907 | -43.600 | -237 |
908 | dpn68b.ra_in1k | 224 | 42.203 | 57.797 | 56.637 | 43.363 | 12.61 | 0.950 | bicubic | -51.077 | -42.233 | +239 |
909 | dpn98.mx_in1k | 224 | 42.170 | 57.830 | 56.677 | 43.323 | 61.57 | 0.875 | bicubic | -51.790 | -41.843 | +86 |
910 | resnet50d.ra4_e3600_r224_in1k | 288 | 42.163 | 57.837 | 57.627 | 42.373 | 25.58 | 1.000 | bicubic | -53.117 | -41.493 | -290 |
911 | cait_xxs24_384.fb_dist_in1k | 384 | 42.160 | 57.840 | 57.503 | 42.497 | 12.03 | 1.000 | bicubic | -52.820 | -41.727 | -194 |
912 | resnext50_32x4d.gluon_in1k | 224 | 42.140 | 57.860 | 57.693 | 42.307 | 25.03 | 0.875 | bicubic | -51.560 | -40.977 | +148 |
913 | xception41p.ra3_in1k | 299 | 42.070 | 57.930 | 56.817 | 43.183 | 26.91 | 0.940 | bicubic | -53.010 | -42.253 | -225 |
914 | hgnet_tiny.paddle_in1k | 224 | 42.053 | 57.947 | 59.000 | 41.000 | 14.74 | 0.965 | bicubic | -51.817 | -39.760 | +97 |
915 | resnet50.ram_in1k | 224 | 42.050 | 57.950 | 56.097 | 43.903 | 25.56 | 0.875 | bicubic | -51.470 | -42.703 | +185 |
916 | convnext_nano_ols.d1h_in1k | 288 | 42.037 | 57.963 | 56.863 | 43.137 | 15.65 | 1.000 | bicubic | -52.553 | -42.177 | -94 |
917 | ecaresnet50d_pruned.miil_in1k | 224 | 42.033 | 57.967 | 58.350 | 41.650 | 19.94 | 0.875 | bicubic | -51.817 | -40.520 | +99 |
918 | edgenext_small_rw.sw_in1k | 256 | 41.997 | 58.003 | 58.697 | 41.303 | 7.83 | 0.900 | bicubic | -51.833 | -40.023 | +107 |
919 | resnet50.b1k_in1k | 288 | 41.987 | 58.013 | 58.203 | 41.797 | 25.56 | 1.000 | bicubic | -52.503 | -40.787 | -67 |
920 | resnet50.b2k_in1k | 288 | 41.980 | 58.020 | 57.680 | 42.320 | 25.56 | 1.000 | bicubic | -52.320 | -41.230 | -14 |
921 | pvt_v2_b1.in1k | 224 | 41.963 | 58.037 | 59.583 | 40.417 | 14.01 | 0.900 | bicubic | -51.547 | -39.297 | +180 |
922 | efficientnet_b2.ra_in1k | 288 | 41.947 | 58.053 | 58.300 | 41.700 | 9.11 | 1.000 | bicubic | -52.423 | -40.740 | -35 |
923 | tf_efficientnet_b3.in1k | 300 | 41.913 | 58.087 | 58.147 | 41.853 | 12.23 | 0.904 | bicubic | -52.367 | -40.963 | -13 |
924 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 41.883 | 58.117 | 57.897 | 42.103 | 10.59 | 0.888 | bicubic | -52.857 | -41.023 | -142 |
925 | resnext50_32x4d.a1h_in1k | 224 | 41.880 | 58.120 | 56.757 | 43.243 | 25.03 | 0.950 | bicubic | -52.680 | -42.253 | -91 |
926 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 41.843 | 58.157 | 57.303 | 42.697 | 6.72 | 1.000 | bicubic | -51.497 | -41.337 | +212 |
927 | resnet152.a2_in1k | 224 | 41.837 | 58.163 | 55.673 | 44.327 | 60.19 | 0.950 | bicubic | -52.913 | -43.377 | -147 |
928 | fastvit_t12.apple_dist_in1k | 256 | 41.827 | 58.173 | 57.600 | 42.400 | 7.55 | 0.900 | bicubic | -52.273 | -41.420 | +38 |
929 | efficientformerv2_s1.snap_dist_in1k | 224 | 41.813 | 58.187 | 57.973 | 42.027 | 6.19 | 0.950 | bicubic | -51.807 | -40.797 | +147 |
930 | resnext50_32x4d.tv2_in1k | 176 | 41.813 | 58.187 | 56.577 | 43.423 | 25.03 | 0.875 | bilinear | -51.657 | -42.093 | +185 |
931 | resnet50d.ra2_in1k | 288 | 41.797 | 58.203 | 58.137 | 41.863 | 25.58 | 0.950 | bicubic | -53.043 | -41.143 | -170 |
932 | gcvit_xxtiny.in1k | 224 | 41.763 | 58.237 | 58.327 | 41.673 | 12.00 | 0.875 | bicubic | -52.327 | -40.653 | +37 |
933 | poolformer_s24.sail_in1k | 224 | 41.760 | 58.240 | 58.520 | 41.480 | 21.39 | 0.900 | bicubic | -52.670 | -40.540 | -62 |
934 | senet154.gluon_in1k | 224 | 41.710 | 58.290 | 56.510 | 43.490 | 115.09 | 0.875 | bicubic | -52.980 | -42.590 | -137 |
935 | resnext50_32x4d.a1h_in1k | 288 | 41.710 | 58.290 | 56.380 | 43.620 | 25.03 | 1.000 | bicubic | -53.290 | -42.810 | -222 |
936 | edgenext_small_rw.sw_in1k | 320 | 41.693 | 58.307 | 58.520 | 41.480 | 7.83 | 1.000 | bicubic | -52.677 | -40.540 | -48 |
937 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 41.683 | 58.317 | 57.807 | 42.193 | 10.59 | 1.000 | bicubic | -53.657 | -41.323 | -335 |
938 | dla102x2.in1k | 224 | 41.677 | 58.323 | 58.043 | 41.957 | 41.28 | 0.875 | bilinear | -52.353 | -40.787 | +43 |
939 | inception_v4.tf_in1k | 299 | 41.663 | 58.337 | 55.370 | 44.630 | 42.68 | 0.875 | bicubic | -52.707 | -43.720 | -50 |
940 | gcresnext50ts.ch_in1k | 288 | 41.657 | 58.343 | 57.340 | 42.660 | 15.67 | 1.000 | bicubic | -52.843 | -41.750 | -90 |
941 | efficientvit_b1.r224_in1k | 224 | 41.637 | 58.363 | 56.627 | 43.373 | 9.10 | 0.950 | bicubic | -51.683 | -41.993 | +201 |
942 | cs3sedarknet_l.c2ns_in1k | 256 | 41.627 | 58.373 | 57.350 | 42.650 | 21.91 | 0.887 | bicubic | -53.423 | -41.790 | -245 |
943 | hrnet_w64.ms_in1k | 224 | 41.623 | 58.377 | 57.193 | 42.807 | 128.06 | 0.875 | bilinear | -52.217 | -41.837 | +79 |
944 | seresnet50.ra2_in1k | 288 | 41.603 | 58.397 | 57.953 | 42.047 | 28.09 | 0.950 | bicubic | -53.167 | -41.177 | -174 |
945 | haloregnetz_b.ra3_in1k | 224 | 41.563 | 58.437 | 57.063 | 42.937 | 11.68 | 0.940 | bicubic | -52.957 | -41.717 | -102 |
946 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 41.553 | 58.447 | 57.843 | 42.157 | 14.25 | 1.000 | bicubic | -53.707 | -41.537 | -323 |
947 | cs3sedarknet_l.c2ns_in1k | 288 | 41.553 | 58.447 | 57.483 | 42.517 | 21.91 | 0.950 | bicubic | -53.547 | -41.737 | -267 |
948 | resnet50.c1_in1k | 224 | 41.553 | 58.447 | 56.733 | 43.267 | 25.56 | 0.950 | bicubic | -52.407 | -42.217 | +49 |
949 | tf_efficientnet_cc_b0_8e.in1k | 224 | 41.520 | 58.480 | 57.390 | 42.610 | 24.01 | 0.875 | bicubic | -51.360 | -41.260 | +263 |
950 | tf_efficientnetv2_b2.in1k | 208 | 41.517 | 58.483 | 57.363 | 42.637 | 10.10 | 0.890 | bicubic | -52.093 | -41.447 | +130 |
951 | efficientnet_el.ra_in1k | 300 | 41.503 | 58.497 | 58.340 | 41.660 | 10.59 | 0.904 | bicubic | -53.167 | -40.790 | -147 |
952 | convnextv2_pico.fcmae_ft_in1k | 288 | 41.503 | 58.497 | 58.050 | 41.950 | 9.07 | 0.950 | bicubic | -53.067 | -41.100 | -124 |
953 | efficientnet_em.ra2_in1k | 240 | 41.490 | 58.510 | 58.863 | 41.137 | 6.90 | 0.882 | bicubic | -52.270 | -40.047 | +91 |
954 | resnetv2_50.a1h_in1k | 224 | 41.490 | 58.510 | 56.807 | 43.193 | 25.55 | 0.950 | bicubic | -52.820 | -42.123 | -53 |
955 | nf_regnet_b1.ra2_in1k | 256 | 41.487 | 58.513 | 58.893 | 41.107 | 10.22 | 0.900 | bicubic | -51.963 | -39.937 | +163 |
956 | resnet50.a1h_in1k | 224 | 41.463 | 58.537 | 56.793 | 43.207 | 25.56 | 1.000 | bicubic | -52.747 | -42.227 | -22 |
957 | resnetaa50.a1h_in1k | 224 | 41.450 | 58.550 | 56.423 | 43.577 | 25.56 | 0.950 | bicubic | -53.010 | -42.707 | -96 |
958 | halo2botnet50ts_256.a1h_in1k | 256 | 41.443 | 58.557 | 56.267 | 43.733 | 22.64 | 0.950 | bicubic | -53.577 | -42.723 | -251 |
959 | cait_xxs24_224.fb_dist_in1k | 224 | 41.430 | 58.570 | 57.580 | 42.420 | 11.96 | 1.000 | bicubic | -52.070 | -41.260 | +145 |
960 | swinv2_cr_tiny_ns_224.sw_in1k | 224 | 41.413 | 58.587 | 57.133 | 42.867 | 28.33 | 0.900 | bicubic | -53.367 | -41.997 | -193 |
961 | resnetv2_50d_evos.ah_in1k | 288 | 41.413 | 58.587 | 56.500 | 43.500 | 25.59 | 1.000 | bicubic | -53.477 | -42.760 | -217 |
962 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 41.397 | 58.603 | 57.333 | 42.667 | 28.29 | 0.900 | bicubic | -53.293 | -41.737 | -166 |
963 | resnext50_32x4d.ra_in1k | 224 | 41.363 | 58.637 | 56.940 | 43.060 | 25.03 | 0.875 | bicubic | -52.477 | -41.980 | +60 |
964 | resnet101.a2_in1k | 224 | 41.360 | 58.640 | 55.430 | 44.570 | 44.55 | 0.950 | bicubic | -53.190 | -43.580 | -123 |
965 | convnext_tiny.fb_in22k_ft_in1k | 288 | 41.353 | 58.647 | 55.377 | 44.623 | 28.59 | 1.000 | bicubic | -52.197 | -43.243 | +129 |
966 | efficientnet_b2.ra_in1k | 256 | 41.343 | 58.657 | 57.987 | 42.013 | 9.11 | 0.875 | bicubic | -52.747 | -41.103 | +4 |
967 | resnet152.tv_in1k | 224 | 41.340 | 58.660 | 57.593 | 42.407 | 60.19 | 0.875 | bilinear | -51.930 | -41.197 | +182 |
968 | resnet50.ra_in1k | 224 | 41.330 | 58.670 | 57.467 | 42.533 | 25.56 | 0.875 | bicubic | -52.100 | -41.353 | +154 |
969 | resnet50.ram_in1k | 288 | 41.330 | 58.670 | 55.073 | 44.927 | 25.56 | 0.950 | bicubic | -52.670 | -43.807 | +22 |
970 | xception71.tf_in1k | 299 | 41.327 | 58.673 | 55.977 | 44.023 | 42.34 | 0.903 | bicubic | -52.593 | -43.103 | +33 |
971 | gcresnext50ts.ch_in1k | 256 | 41.320 | 58.680 | 57.143 | 42.857 | 15.67 | 0.900 | bicubic | -53.100 | -41.837 | -98 |
972 | gernet_s.idstcv_in1k | 224 | 41.313 | 58.687 | 58.893 | 41.107 | 8.17 | 0.875 | bilinear | -51.127 | -39.607 | +287 |
973 | cs3darknet_l.c2ns_in1k | 288 | 41.313 | 58.687 | 57.380 | 42.620 | 21.16 | 0.950 | bicubic | -53.387 | -41.740 | -182 |
974 | swinv2_tiny_window8_256.ms_in1k | 256 | 41.280 | 58.720 | 56.960 | 43.040 | 28.35 | 0.900 | bicubic | -53.780 | -42.140 | -281 |
975 | resnet101.a1_in1k | 288 | 41.273 | 58.727 | 54.253 | 45.747 | 44.55 | 1.000 | bicubic | -53.627 | -44.777 | -235 |
976 | cs3darknet_l.c2ns_in1k | 256 | 41.253 | 58.747 | 57.177 | 42.823 | 21.16 | 0.887 | bicubic | -53.027 | -41.853 | -65 |
977 | dpn68b.ra_in1k | 288 | 41.253 | 58.747 | 55.043 | 44.957 | 12.61 | 1.000 | bicubic | -52.507 | -43.907 | +68 |
978 | regnetz_b16.ra3_in1k | 224 | 41.250 | 58.750 | 57.210 | 42.790 | 9.72 | 0.940 | bicubic | -52.900 | -41.620 | -27 |
979 | inception_v3.tf_adv_in1k | 299 | 41.240 | 58.760 | 56.337 | 43.663 | 23.83 | 0.875 | bicubic | -51.730 | -42.403 | +212 |
980 | resnet50.a1h_in1k | 176 | 41.210 | 58.790 | 56.637 | 43.363 | 25.56 | 0.900 | bicubic | -52.180 | -42.253 | +155 |
981 | dpn92.mx_in1k | 224 | 41.207 | 58.793 | 56.210 | 43.790 | 37.67 | 0.875 | bicubic | -52.943 | -42.730 | -28 |
982 | resnet101.a3_in1k | 160 | 41.150 | 58.850 | 55.957 | 44.043 | 44.55 | 0.950 | bicubic | -51.730 | -42.733 | +229 |
983 | resnetblur50.bt_in1k | 224 | 41.113 | 58.887 | 57.097 | 42.903 | 25.56 | 0.875 | bicubic | -52.597 | -41.683 | +72 |
984 | resnetv2_50d_gn.ah_in1k | 288 | 41.110 | 58.890 | 56.607 | 43.393 | 25.57 | 1.000 | bicubic | -54.130 | -42.423 | -349 |
985 | resnet50.c1_in1k | 288 | 41.090 | 58.910 | 56.537 | 43.463 | 25.56 | 1.000 | bicubic | -53.420 | -42.533 | -140 |
986 | resnet50d.gluon_in1k | 224 | 41.040 | 58.960 | 57.170 | 42.830 | 25.58 | 0.875 | bicubic | -52.530 | -41.690 | +105 |
987 | nf_regnet_b1.ra2_in1k | 288 | 41.033 | 58.967 | 58.190 | 41.810 | 10.22 | 0.900 | bicubic | -52.877 | -40.660 | +18 |
988 | ecaresnet50d_pruned.miil_in1k | 288 | 40.990 | 59.010 | 57.737 | 42.263 | 19.94 | 0.950 | bicubic | -53.310 | -41.463 | -85 |
989 | resnetv2_50.a1h_in1k | 288 | 40.973 | 59.027 | 56.463 | 43.537 | 25.55 | 1.000 | bicubic | -53.737 | -42.777 | -200 |
990 | fbnetv3_b.ra2_in1k | 256 | 40.917 | 59.083 | 58.657 | 41.343 | 8.60 | 0.950 | bilinear | -52.733 | -40.243 | +80 |
991 | fbnetv3_b.ra2_in1k | 224 | 40.913 | 59.087 | 58.730 | 41.270 | 8.60 | 0.950 | bilinear | -52.007 | -40.030 | +208 |
992 | tf_efficientnetv2_b1.in1k | 192 | 40.893 | 59.107 | 56.740 | 43.260 | 8.14 | 0.882 | bicubic | -52.337 | -41.930 | +161 |
993 | inception_v3.gluon_in1k | 299 | 40.887 | 59.113 | 55.693 | 44.307 | 23.83 | 0.875 | bicubic | -52.713 | -43.047 | +89 |
994 | ese_vovnet39b.ra_in1k | 224 | 40.873 | 59.127 | 56.977 | 43.023 | 24.57 | 0.875 | bicubic | -52.977 | -41.983 | +24 |
995 | resnet152.a3_in1k | 224 | 40.870 | 59.130 | 55.033 | 44.967 | 60.19 | 0.950 | bicubic | -53.590 | -43.847 | -133 |
996 | cs3darknet_focus_l.c2ns_in1k | 288 | 40.867 | 59.133 | 56.653 | 43.347 | 21.15 | 0.950 | bicubic | -53.943 | -42.527 | -229 |
997 | legacy_xception.tf_in1k | 299 | 40.863 | 59.137 | 56.573 | 43.427 | 22.86 | 0.897 | bicubic | -52.797 | -42.257 | +71 |
998 | resnet34d.ra2_in1k | 224 | 40.860 | 59.140 | 56.507 | 43.493 | 21.82 | 0.875 | bicubic | -51.820 | -41.943 | +234 |
999 | cs3darknet_focus_l.c2ns_in1k | 256 | 40.850 | 59.150 | 56.567 | 43.433 | 21.15 | 0.887 | bicubic | -53.400 | -42.203 | -77 |
1000 | regnety_320.pycls_in1k | 224 | 40.847 | 59.153 | 56.197 | 43.803 | 145.05 | 0.875 | bicubic | -53.653 | -42.823 | -154 |
1001 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 40.837 | 59.163 | 55.277 | 44.723 | 7.52 | 0.950 | bicubic | -53.423 | -43.733 | -81 |
1002 | levit_192.fb_dist_in1k | 224 | 40.807 | 59.193 | 56.633 | 43.367 | 10.95 | 0.900 | bicubic | -52.903 | -42.167 | +54 |
1003 | regnetx_032.tv2_in1k | 224 | 40.803 | 59.197 | 56.713 | 43.287 | 15.30 | 0.965 | bicubic | -53.757 | -41.977 | -170 |
1004 | resnet50_gn.a1h_in1k | 224 | 40.797 | 59.203 | 55.703 | 44.297 | 25.56 | 0.940 | bicubic | -53.383 | -43.267 | -61 |
1005 | resnet152.a2_in1k | 288 | 40.793 | 59.207 | 54.353 | 45.647 | 60.19 | 1.000 | bicubic | -54.207 | -44.867 | -291 |
1006 | levit_conv_192.fb_dist_in1k | 224 | 40.790 | 59.210 | 56.687 | 43.313 | 10.95 | 0.900 | bicubic | -52.920 | -42.093 | +51 |
1007 | resnet101.gluon_in1k | 224 | 40.787 | 59.213 | 56.230 | 43.770 | 44.55 | 0.875 | bicubic | -53.033 | -42.480 | +20 |
1008 | tiny_vit_5m_224.in1k | 224 | 40.780 | 59.220 | 57.267 | 42.733 | 5.39 | 0.950 | bicubic | -53.020 | -41.413 | +21 |
1009 | halonet50ts.a1h_in1k | 256 | 40.770 | 59.230 | 55.380 | 44.620 | 22.73 | 0.940 | bicubic | -53.930 | -43.690 | -214 |
1010 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 40.767 | 59.233 | 56.167 | 43.833 | 5.76 | 1.000 | bicubic | -53.693 | -42.733 | -152 |
1011 | hrnet_w40.ms_in1k | 224 | 40.720 | 59.280 | 56.843 | 43.157 | 57.56 | 0.875 | bilinear | -53.030 | -41.987 | +35 |
1012 | vit_base_patch32_384.augreg_in1k | 384 | 40.707 | 59.293 | 55.243 | 44.757 | 88.30 | 1.000 | bicubic | -52.473 | -43.377 | +148 |
1013 | resnet50.c2_in1k | 224 | 40.697 | 59.303 | 55.720 | 44.280 | 25.56 | 0.950 | bicubic | -53.203 | -43.270 | -6 |
1014 | repvgg_b1.rvgg_in1k | 224 | 40.693 | 59.307 | 57.803 | 42.197 | 57.42 | 0.875 | bilinear | -52.717 | -40.857 | +115 |
1015 | skresnext50_32x4d.ra_in1k | 224 | 40.690 | 59.310 | 56.000 | 44.000 | 27.48 | 0.875 | bicubic | -53.290 | -42.820 | -22 |
1016 | resmlp_24_224.fb_in1k | 224 | 40.677 | 59.323 | 56.617 | 43.383 | 30.02 | 0.875 | bicubic | -52.753 | -42.203 | +106 |
1017 | lamhalobotnet50ts_256.a1h_in1k | 256 | 40.670 | 59.330 | 56.137 | 43.863 | 22.57 | 0.950 | bicubic | -54.080 | -43.043 | -239 |
1018 | resnetaa50.a1h_in1k | 288 | 40.663 | 59.337 | 56.157 | 43.843 | 25.56 | 1.000 | bicubic | -54.197 | -43.053 | -261 |
1019 | resnet50.d_in1k | 224 | 40.643 | 59.357 | 55.223 | 44.777 | 25.56 | 0.950 | bicubic | -53.157 | -43.687 | +13 |
1020 | tf_efficientnet_lite3.in1k | 300 | 40.640 | 59.360 | 56.750 | 43.250 | 8.20 | 0.904 | bilinear | -53.520 | -42.210 | -70 |
1021 | ese_vovnet39b.ra_in1k | 288 | 40.637 | 59.363 | 56.693 | 43.307 | 24.57 | 0.950 | bicubic | -53.863 | -42.477 | -174 |
1022 | ecaresnet50t.a1_in1k | 224 | 40.613 | 59.387 | 55.090 | 44.910 | 25.57 | 0.950 | bicubic | -53.587 | -43.750 | -85 |
1023 | resnet50.am_in1k | 224 | 40.593 | 59.407 | 57.333 | 42.667 | 25.56 | 0.875 | bicubic | -53.037 | -41.627 | +51 |
1024 | convnext_pico_ols.d1_in1k | 224 | 40.593 | 59.407 | 56.757 | 43.243 | 9.06 | 0.950 | bicubic | -53.127 | -42.103 | +31 |
1025 | resnext50_32x4d.ra_in1k | 288 | 40.580 | 59.420 | 56.190 | 43.810 | 25.03 | 0.950 | bicubic | -53.730 | -42.770 | -126 |
1026 | mobilevitv2_175.cvnets_in1k | 256 | 40.570 | 59.430 | 56.230 | 43.770 | 14.25 | 0.888 | bicubic | -53.730 | -42.670 | -119 |
1027 | dla169.in1k | 224 | 40.547 | 59.453 | 57.387 | 42.613 | 53.39 | 0.875 | bilinear | -53.233 | -41.473 | +11 |
1028 | repvgg_b2.rvgg_in1k | 224 | 40.533 | 59.467 | 57.787 | 42.213 | 89.02 | 0.875 | bilinear | -53.037 | -40.923 | +61 |
1029 | regnetx_320.pycls_in1k | 224 | 40.533 | 59.467 | 55.650 | 44.350 | 107.81 | 0.875 | bicubic | -53.677 | -43.400 | -97 |
1030 | xcit_tiny_12_p8_224.fb_in1k | 224 | 40.527 | 59.473 | 55.560 | 44.440 | 6.71 | 1.000 | bicubic | -53.823 | -43.530 | -137 |
1031 | pit_xs_224.in1k | 224 | 40.523 | 59.477 | 56.523 | 43.477 | 10.62 | 0.900 | bicubic | -52.377 | -42.077 | +171 |
1032 | tresnet_m.miil_in1k_448 | 448 | 40.513 | 59.487 | 56.650 | 43.350 | 31.39 | 0.875 | bilinear | -54.167 | -42.490 | -231 |
1033 | wide_resnet101_2.tv_in1k | 224 | 40.510 | 59.490 | 55.987 | 44.013 | 126.89 | 0.875 | bilinear | -53.260 | -42.983 | +8 |
1034 | efficientnet_b2_pruned.in1k | 260 | 40.460 | 59.540 | 56.623 | 43.377 | 8.31 | 0.890 | bicubic | -53.350 | -42.287 | -6 |
1035 | regnetz_b16.ra3_in1k | 288 | 40.440 | 59.560 | 56.050 | 43.950 | 9.72 | 1.000 | bicubic | -54.260 | -43.170 | -242 |
1036 | vit_base_patch16_384.augreg_in1k | 384 | 40.420 | 59.580 | 53.270 | 46.730 | 86.86 | 1.000 | bicubic | -54.050 | -45.720 | -181 |
1037 | resnet50.a1_in1k | 224 | 40.417 | 59.583 | 54.670 | 45.330 | 25.56 | 0.950 | bicubic | -53.543 | -44.250 | -40 |
1038 | eca_resnet33ts.ra2_in1k | 288 | 40.393 | 59.607 | 57.343 | 42.657 | 19.68 | 1.000 | bicubic | -53.867 | -41.607 | -121 |
1039 | tf_efficientnet_b0.ap_in1k | 224 | 40.393 | 59.607 | 56.837 | 43.163 | 5.29 | 0.875 | bicubic | -52.227 | -41.573 | +203 |
1040 | skresnet34.ra_in1k | 224 | 40.390 | 59.610 | 56.777 | 43.223 | 22.28 | 0.875 | bicubic | -52.180 | -41.733 | +209 |
1041 | hgnet_tiny.paddle_in1k | 288 | 40.377 | 59.623 | 56.560 | 43.440 | 14.74 | 1.000 | bicubic | -53.923 | -42.640 | -136 |
1042 | regnetx_160.pycls_in1k | 224 | 40.343 | 59.657 | 56.110 | 43.890 | 54.28 | 0.875 | bicubic | -53.577 | -42.810 | -40 |
1043 | legacy_seresnext101_32x4d.in1k | 224 | 40.330 | 59.670 | 54.863 | 45.137 | 48.96 | 0.875 | bilinear | -53.920 | -44.107 | -119 |
1044 | coat_mini.in1k | 224 | 40.323 | 59.677 | 55.153 | 44.847 | 10.34 | 0.900 | bicubic | -54.427 | -43.837 | -265 |
1045 | resnet34d.ra2_in1k | 288 | 40.310 | 59.690 | 56.160 | 43.840 | 21.82 | 0.950 | bicubic | -53.330 | -42.590 | +28 |
1046 | xception65.tf_in1k | 299 | 40.303 | 59.697 | 55.263 | 44.737 | 39.92 | 0.903 | bicubic | -53.497 | -43.677 | -16 |
1047 | densenet201.tv_in1k | 224 | 40.300 | 59.700 | 56.757 | 43.243 | 20.01 | 0.875 | bicubic | -52.440 | -41.893 | +179 |
1048 | coat_lite_mini.in1k | 224 | 40.300 | 59.700 | 55.657 | 44.343 | 11.01 | 0.900 | bicubic | -53.220 | -42.943 | +50 |
1049 | sebotnet33ts_256.a1h_in1k | 256 | 40.300 | 59.700 | 53.157 | 46.843 | 13.70 | 0.940 | bicubic | -54.040 | -45.383 | -150 |
1050 | mobileone_s2.apple_in1k | 224 | 40.287 | 59.713 | 57.993 | 42.007 | 7.88 | 0.900 | bilinear | -52.343 | -40.687 | +189 |
1051 | efficientnet_el_pruned.in1k | 300 | 40.283 | 59.717 | 56.727 | 43.273 | 10.59 | 0.904 | bicubic | -53.787 | -42.253 | -77 |
1052 | resnet101.a2_in1k | 288 | 40.253 | 59.747 | 54.237 | 45.763 | 44.55 | 1.000 | bicubic | -54.637 | -44.853 | -307 |
1053 | resnet50.ra_in1k | 288 | 40.247 | 59.753 | 56.273 | 43.727 | 25.56 | 0.950 | bicubic | -53.923 | -42.577 | -105 |
1054 | resnext50_32x4d.a1_in1k | 224 | 40.230 | 59.770 | 54.167 | 45.833 | 25.03 | 0.950 | bicubic | -53.570 | -44.463 | -21 |
1055 | resnet50.c2_in1k | 288 | 40.193 | 59.807 | 55.270 | 44.730 | 25.56 | 1.000 | bicubic | -54.077 | -43.690 | -141 |
1056 | eca_resnet33ts.ra2_in1k | 256 | 40.190 | 59.810 | 56.977 | 43.023 | 19.68 | 0.900 | bicubic | -53.690 | -41.913 | -46 |
1057 | convnext_pico.d1_in1k | 224 | 40.177 | 59.823 | 56.040 | 43.960 | 9.05 | 0.875 | bicubic | -53.303 | -42.800 | +51 |
1058 | hrnet_w48.ms_in1k | 224 | 40.163 | 59.837 | 56.603 | 43.397 | 77.47 | 0.875 | bilinear | -53.877 | -42.127 | -79 |
1059 | resnext50d_32x4d.bt_in1k | 224 | 40.160 | 59.840 | 55.673 | 44.327 | 25.05 | 0.875 | bicubic | -53.680 | -43.147 | -35 |
1060 | poolformerv2_s12.sail_in1k | 224 | 40.150 | 59.850 | 57.463 | 42.537 | 11.89 | 1.000 | bicubic | -52.760 | -41.097 | +141 |
1061 | resnetblur50.bt_in1k | 288 | 40.147 | 59.853 | 56.230 | 43.770 | 25.56 | 0.950 | bicubic | -54.023 | -42.630 | -117 |
1062 | darknetaa53.c2ns_in1k | 288 | 40.137 | 59.863 | 55.777 | 44.223 | 36.02 | 1.000 | bilinear | -54.113 | -43.163 | -137 |
1063 | mobilevitv2_200.cvnets_in1k | 256 | 40.137 | 59.863 | 55.583 | 44.417 | 18.45 | 0.888 | bicubic | -54.423 | -43.307 | -231 |
1064 | hrnet_w30.ms_in1k | 224 | 40.120 | 59.880 | 57.083 | 42.917 | 37.71 | 0.875 | bilinear | -53.280 | -41.617 | +67 |
1065 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 40.117 | 59.883 | 56.137 | 43.863 | 5.29 | 1.000 | bicubic | -53.383 | -42.543 | +38 |
1066 | vit_base_patch16_224.sam_in1k | 224 | 40.113 | 59.887 | 55.553 | 44.447 | 86.57 | 0.900 | bicubic | -53.777 | -43.247 | -58 |
1067 | fastvit_t12.apple_in1k | 256 | 40.083 | 59.917 | 55.250 | 44.750 | 7.55 | 0.900 | bicubic | -53.417 | -43.580 | +39 |
1068 | legacy_seresnet152.in1k | 224 | 40.073 | 59.927 | 55.887 | 44.113 | 66.82 | 0.875 | bilinear | -53.367 | -42.963 | +52 |
1069 | tf_efficientnet_b1.aa_in1k | 240 | 40.047 | 59.953 | 56.177 | 43.823 | 7.79 | 0.882 | bicubic | -53.693 | -42.623 | -20 |
1070 | resnet50_gn.a1h_in1k | 288 | 40.037 | 59.963 | 54.967 | 45.033 | 25.56 | 0.950 | bicubic | -54.583 | -44.073 | -257 |
1071 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 40.033 | 59.967 | 55.763 | 44.237 | 5.29 | 0.900 | bicubic | -53.097 | -42.947 | +94 |
1072 | regnetx_080.pycls_in1k | 224 | 39.987 | 60.013 | 56.077 | 43.923 | 39.57 | 0.875 | bicubic | -53.803 | -42.863 | -37 |
1073 | resnet101c.gluon_in1k | 224 | 39.983 | 60.017 | 55.233 | 44.767 | 44.57 | 0.875 | bicubic | -53.747 | -43.527 | -22 |
1074 | resnet50.d_in1k | 288 | 39.983 | 60.017 | 54.683 | 45.317 | 25.56 | 1.000 | bicubic | -54.487 | -44.337 | -217 |
1075 | seresnet50.a1_in1k | 224 | 39.973 | 60.027 | 55.193 | 44.807 | 28.09 | 0.950 | bicubic | -53.577 | -43.577 | +20 |
1076 | seresnet33ts.ra2_in1k | 288 | 39.927 | 60.073 | 56.343 | 43.657 | 19.78 | 1.000 | bicubic | -54.333 | -42.697 | -157 |
1077 | fastvit_s12.apple_in1k | 256 | 39.917 | 60.083 | 54.760 | 45.240 | 9.47 | 0.900 | bicubic | -53.793 | -43.960 | -19 |
1078 | resmlp_12_224.fb_distilled_in1k | 224 | 39.883 | 60.117 | 57.423 | 42.577 | 15.35 | 0.875 | bicubic | -52.997 | -41.097 | +130 |
1079 | convnext_pico_ols.d1_in1k | 288 | 39.847 | 60.153 | 55.583 | 44.417 | 9.06 | 1.000 | bicubic | -54.213 | -43.337 | -102 |
1080 | resnet34.a1_in1k | 224 | 39.820 | 60.180 | 54.677 | 45.323 | 21.80 | 0.950 | bicubic | -52.110 | -43.683 | +223 |
1081 | seresnet33ts.ra2_in1k | 256 | 39.807 | 60.193 | 56.517 | 43.483 | 19.78 | 0.900 | bicubic | -54.443 | -42.323 | -153 |
1082 | tf_efficientnetv2_b0.in1k | 192 | 39.800 | 60.200 | 56.257 | 43.743 | 7.14 | 0.875 | bicubic | -52.460 | -42.113 | +197 |
1083 | tf_efficientnetv2_b0.in1k | 224 | 39.790 | 60.210 | 56.303 | 43.697 | 7.14 | 0.875 | bicubic | -53.250 | -42.397 | +94 |
1084 | ecaresnet50t.a3_in1k | 160 | 39.773 | 60.227 | 55.537 | 44.463 | 25.57 | 0.950 | bicubic | -52.827 | -43.063 | +158 |
1085 | res2net50_26w_8s.in1k | 224 | 39.767 | 60.233 | 54.933 | 45.067 | 48.40 | 0.875 | bilinear | -53.653 | -43.737 | +41 |
1086 | darknetaa53.c2ns_in1k | 256 | 39.760 | 60.240 | 55.423 | 44.577 | 36.02 | 0.887 | bilinear | -54.030 | -43.437 | -52 |
1087 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 39.757 | 60.243 | 55.290 | 44.710 | 22.88 | 0.900 | bicubic | -52.493 | -43.190 | +194 |
1088 | res2net101_26w_4s.in1k | 224 | 39.747 | 60.253 | 54.603 | 45.397 | 45.21 | 0.875 | bilinear | -53.783 | -44.017 | +10 |
1089 | darknet53.c2ns_in1k | 288 | 39.740 | 60.260 | 55.370 | 44.630 | 41.61 | 1.000 | bicubic | -54.630 | -43.460 | -204 |
1090 | regnetx_120.pycls_in1k | 224 | 39.737 | 60.263 | 55.663 | 44.337 | 46.11 | 0.875 | bicubic | -54.563 | -43.497 | -186 |
1091 | resnet50d.a1_in1k | 224 | 39.737 | 60.263 | 54.137 | 45.863 | 25.58 | 0.950 | bicubic | -54.203 | -44.753 | -91 |
1092 | hrnet_w44.ms_in1k | 224 | 39.680 | 60.320 | 55.307 | 44.693 | 67.06 | 0.875 | bilinear | -53.970 | -43.653 | -23 |
1093 | lambda_resnet50ts.a1h_in1k | 256 | 39.667 | 60.333 | 54.307 | 45.693 | 21.54 | 0.950 | bicubic | -54.893 | -44.603 | -258 |
1094 | xception41.tf_in1k | 299 | 39.663 | 60.337 | 55.010 | 44.990 | 26.97 | 0.903 | bicubic | -53.817 | -43.830 | +17 |
1095 | dla102x.in1k | 224 | 39.653 | 60.347 | 56.490 | 43.510 | 26.31 | 0.875 | bilinear | -53.917 | -42.580 | -5 |
1096 | tf_efficientnetv2_b1.in1k | 240 | 39.640 | 60.360 | 55.470 | 44.530 | 8.14 | 0.882 | bicubic | -54.090 | -43.380 | -45 |
1097 | tf_efficientnet_b2.in1k | 260 | 39.630 | 60.370 | 56.187 | 43.813 | 9.11 | 0.890 | bicubic | -54.110 | -42.483 | -50 |
1098 | densenet161.tv_in1k | 224 | 39.630 | 60.370 | 56.163 | 43.837 | 28.68 | 0.875 | bicubic | -53.320 | -42.497 | +97 |
1099 | sehalonet33ts.ra2_in1k | 256 | 39.627 | 60.373 | 53.993 | 46.007 | 13.69 | 0.940 | bicubic | -54.893 | -44.967 | -255 |
1100 | resmlp_big_24_224.fb_in1k | 224 | 39.593 | 60.407 | 54.773 | 45.227 | 129.14 | 0.875 | bicubic | -54.677 | -44.047 | -183 |
1101 | mixnet_xl.ra_in1k | 224 | 39.563 | 60.437 | 55.837 | 44.163 | 11.90 | 0.875 | bicubic | -54.687 | -43.233 | -174 |
1102 | hrnet_w32.ms_in1k | 224 | 39.550 | 60.450 | 56.247 | 43.753 | 41.23 | 0.875 | bilinear | -53.420 | -42.253 | +83 |
1103 | vit_small_patch16_384.augreg_in1k | 384 | 39.523 | 60.477 | 54.200 | 45.800 | 22.20 | 1.000 | bicubic | -55.127 | -44.940 | -294 |
1104 | gcresnet33ts.ra2_in1k | 256 | 39.503 | 60.497 | 55.847 | 44.153 | 19.88 | 0.900 | bicubic | -54.367 | -43.083 | -92 |
1105 | xcit_tiny_12_p16_224.fb_in1k | 224 | 39.483 | 60.517 | 55.020 | 44.980 | 6.72 | 1.000 | bicubic | -53.057 | -43.630 | +145 |
1106 | levit_128.fb_dist_in1k | 224 | 39.470 | 60.530 | 55.337 | 44.663 | 9.21 | 0.900 | bicubic | -53.590 | -43.483 | +65 |
1107 | levit_conv_128.fb_dist_in1k | 224 | 39.460 | 60.540 | 55.440 | 44.560 | 9.21 | 0.900 | bicubic | -53.590 | -43.270 | +68 |
1108 | rexnet_130.nav_in1k | 224 | 39.447 | 60.553 | 56.613 | 43.387 | 7.56 | 0.875 | bicubic | -54.223 | -42.187 | -43 |
1109 | ecaresnet50t.a1_in1k | 288 | 39.443 | 60.557 | 53.623 | 46.377 | 25.57 | 1.000 | bicubic | -55.457 | -45.457 | -371 |
1110 | convnext_pico.d1_in1k | 288 | 39.433 | 60.567 | 55.370 | 44.630 | 9.05 | 0.950 | bicubic | -54.587 | -43.340 | -126 |
1111 | darknet53.c2ns_in1k | 256 | 39.417 | 60.583 | 55.090 | 44.910 | 41.61 | 0.887 | bicubic | -54.653 | -43.930 | -136 |
1112 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 39.403 | 60.597 | 57.880 | 42.120 | 25.55 | 1.000 | bilinear | -55.347 | -40.930 | -337 |
1113 | convnextv2_femto.fcmae_ft_in1k | 224 | 39.400 | 60.600 | 55.597 | 44.403 | 5.23 | 0.875 | bicubic | -53.790 | -43.063 | +44 |
1114 | regnety_064.pycls_in1k | 224 | 39.397 | 60.603 | 55.817 | 44.183 | 30.58 | 0.875 | bicubic | -54.723 | -43.213 | -151 |
1115 | regnety_120.pycls_in1k | 224 | 39.397 | 60.603 | 55.347 | 44.653 | 51.82 | 0.875 | bicubic | -54.673 | -43.583 | -142 |
1116 | inception_v3.tf_in1k | 299 | 39.377 | 60.623 | 54.350 | 45.650 | 23.83 | 0.875 | bicubic | -53.823 | -44.330 | +40 |
1117 | tf_efficientnet_el.in1k | 300 | 39.363 | 60.637 | 55.473 | 44.527 | 10.59 | 0.904 | bicubic | -55.007 | -43.587 | -233 |
1118 | gcresnet33ts.ra2_in1k | 288 | 39.343 | 60.657 | 55.917 | 44.083 | 19.88 | 1.000 | bicubic | -55.007 | -43.133 | -224 |
1119 | densenetblur121d.ra_in1k | 224 | 39.323 | 60.677 | 56.667 | 43.333 | 8.00 | 0.875 | bicubic | -53.077 | -41.743 | +144 |
1120 | resnet101.tv_in1k | 224 | 39.297 | 60.703 | 55.857 | 44.143 | 44.55 | 0.875 | bilinear | -53.593 | -42.793 | +85 |
1121 | regnety_160.pycls_in1k | 224 | 39.297 | 60.703 | 55.393 | 44.607 | 83.59 | 0.875 | bicubic | -54.833 | -43.607 | -161 |
1122 | resnext50_32x4d.a2_in1k | 224 | 39.293 | 60.707 | 53.733 | 46.267 | 25.03 | 0.950 | bicubic | -54.477 | -45.187 | -80 |
1123 | repghostnet_200.in1k | 224 | 39.287 | 60.713 | 56.507 | 43.493 | 9.80 | 0.875 | bicubic | -54.253 | -42.273 | -26 |
1124 | resnet101.a3_in1k | 224 | 39.280 | 60.720 | 53.703 | 46.297 | 44.55 | 0.950 | bicubic | -54.590 | -45.297 | -111 |
1125 | resnet50s.gluon_in1k | 224 | 39.267 | 60.733 | 55.093 | 44.907 | 25.68 | 0.875 | bicubic | -54.313 | -43.757 | -39 |
1126 | resnext50_32x4d.a1_in1k | 288 | 39.267 | 60.733 | 53.370 | 46.630 | 25.03 | 1.000 | bicubic | -55.123 | -45.400 | -244 |
1127 | mobilevitv2_150.cvnets_in1k | 256 | 39.260 | 60.740 | 55.193 | 44.807 | 10.59 | 0.888 | bicubic | -54.820 | -43.717 | -155 |
1128 | tf_efficientnetv2_b2.in1k | 260 | 39.193 | 60.807 | 54.623 | 45.377 | 10.10 | 0.890 | bicubic | -54.877 | -44.387 | -152 |
1129 | densenet169.tv_in1k | 224 | 39.190 | 60.810 | 55.857 | 44.143 | 14.15 | 0.875 | bicubic | -53.150 | -42.503 | +139 |
1130 | resnext50d_32x4d.bt_in1k | 288 | 39.153 | 60.847 | 54.417 | 45.583 | 25.05 | 0.950 | bicubic | -55.287 | -44.813 | -260 |
1131 | legacy_seresnet101.in1k | 224 | 39.120 | 60.880 | 55.110 | 44.890 | 49.33 | 0.875 | bilinear | -54.170 | -43.640 | +12 |
1132 | ecaresnet50t.a2_in1k | 224 | 39.120 | 60.880 | 54.257 | 45.743 | 25.57 | 0.950 | bicubic | -55.140 | -44.743 | -210 |
1133 | efficientnet_b1_pruned.in1k | 240 | 39.067 | 60.933 | 55.793 | 44.207 | 6.33 | 0.882 | bicubic | -53.993 | -42.767 | +40 |
1134 | repvgg_b1g4.rvgg_in1k | 224 | 39.043 | 60.957 | 56.500 | 43.500 | 39.97 | 0.875 | bilinear | -54.017 | -42.170 | +36 |
1135 | resnet50.a1_in1k | 288 | 38.990 | 61.010 | 53.270 | 46.730 | 25.56 | 1.000 | bicubic | -55.320 | -45.770 | -233 |
1136 | regnety_080.pycls_in1k | 224 | 38.987 | 61.013 | 55.200 | 44.800 | 39.18 | 0.875 | bicubic | -54.913 | -43.590 | -130 |
1137 | resnext50_32x4d.a3_in1k | 160 | 38.977 | 61.023 | 54.143 | 45.857 | 25.03 | 0.950 | bicubic | -53.373 | -44.117 | +129 |
1138 | inception_v3.tv_in1k | 299 | 38.963 | 61.037 | 53.830 | 46.170 | 23.83 | 0.875 | bicubic | -53.937 | -44.490 | +67 |
1139 | crossvit_9_dagger_240.in1k | 240 | 38.943 | 61.057 | 54.913 | 45.087 | 8.78 | 0.875 | bicubic | -53.837 | -43.687 | +84 |
1140 | seresnet50.a2_in1k | 224 | 38.917 | 61.083 | 53.810 | 46.190 | 28.09 | 0.950 | bicubic | -54.773 | -45.140 | -78 |
1141 | dla102.in1k | 224 | 38.913 | 61.087 | 55.377 | 44.623 | 33.27 | 0.875 | bilinear | -54.367 | -43.413 | +4 |
1142 | legacy_seresnext50_32x4d.in1k | 224 | 38.913 | 61.087 | 54.627 | 45.373 | 27.56 | 0.875 | bilinear | -54.497 | -44.143 | -13 |
1143 | resnet33ts.ra2_in1k | 256 | 38.907 | 61.093 | 55.540 | 44.460 | 19.68 | 0.900 | bicubic | -54.733 | -43.220 | -71 |
1144 | visformer_tiny.in1k | 224 | 38.860 | 61.140 | 55.037 | 44.963 | 10.32 | 0.900 | bicubic | -54.110 | -43.513 | +43 |
1145 | regnety_040.pycls_in1k | 224 | 38.833 | 61.167 | 55.620 | 44.380 | 20.65 | 0.875 | bicubic | -54.797 | -43.240 | -71 |
1146 | res2net101d.in1k | 224 | 38.827 | 61.173 | 53.017 | 46.983 | 45.23 | 0.875 | bilinear | -55.723 | -46.153 | -306 |
1147 | regnetx_040.pycls_in1k | 224 | 38.810 | 61.190 | 55.500 | 44.500 | 22.12 | 0.875 | bicubic | -54.880 | -43.150 | -86 |
1148 | efficientvit_m5.r224_in1k | 224 | 38.777 | 61.223 | 55.013 | 44.987 | 12.47 | 0.875 | bicubic | -53.353 | -43.497 | +143 |
1149 | resnet50d.a2_in1k | 224 | 38.770 | 61.230 | 53.583 | 46.417 | 25.58 | 0.950 | bicubic | -55.230 | -45.097 | -158 |
1150 | resnet32ts.ra2_in1k | 256 | 38.760 | 61.240 | 55.847 | 44.153 | 17.96 | 0.900 | bicubic | -54.820 | -42.883 | -62 |
1151 | densenet121.ra_in1k | 224 | 38.757 | 61.243 | 56.257 | 43.743 | 7.98 | 0.875 | bicubic | -53.183 | -42.023 | +150 |
1152 | regnetx_032.pycls_in1k | 224 | 38.757 | 61.243 | 55.147 | 44.853 | 15.30 | 0.875 | bicubic | -54.543 | -43.553 | -8 |
1153 | res2net50_14w_8s.in1k | 224 | 38.710 | 61.290 | 54.177 | 45.823 | 25.06 | 0.875 | bilinear | -54.310 | -44.523 | +26 |
1154 | dpn68.mx_in1k | 224 | 38.707 | 61.293 | 54.750 | 45.250 | 12.61 | 0.875 | bicubic | -53.583 | -43.850 | +120 |
1155 | res2net50_26w_6s.in1k | 224 | 38.700 | 61.300 | 53.780 | 46.220 | 37.05 | 0.875 | bilinear | -54.880 | -44.980 | -68 |
1156 | dla60_res2net.in1k | 224 | 38.697 | 61.303 | 54.633 | 45.367 | 20.85 | 0.875 | bilinear | -54.723 | -44.207 | -31 |
1157 | densenetblur121d.ra_in1k | 288 | 38.683 | 61.317 | 55.617 | 44.383 | 8.00 | 0.950 | bicubic | -54.327 | -42.983 | +25 |
1158 | wide_resnet50_2.tv_in1k | 224 | 38.667 | 61.333 | 54.613 | 45.387 | 68.88 | 0.875 | bilinear | -54.803 | -44.357 | -45 |
1159 | selecsls60.in1k | 224 | 38.653 | 61.347 | 55.710 | 44.290 | 30.67 | 0.875 | bicubic | -54.337 | -43.120 | +24 |
1160 | resnet33ts.ra2_in1k | 288 | 38.653 | 61.347 | 55.223 | 44.777 | 19.68 | 1.000 | bicubic | -55.297 | -43.647 | -161 |
1161 | resnet50.bt_in1k | 224 | 38.650 | 61.350 | 55.470 | 44.530 | 25.56 | 0.875 | bicubic | -54.460 | -43.290 | +8 |
1162 | regnetx_016.tv2_in1k | 224 | 38.630 | 61.370 | 54.773 | 45.227 | 9.19 | 0.965 | bicubic | -55.390 | -44.237 | -177 |
1163 | dpn68b.mx_in1k | 224 | 38.623 | 61.377 | 55.200 | 44.800 | 12.61 | 0.875 | bicubic | -54.347 | -43.580 | +27 |
1164 | dla60x.in1k | 224 | 38.617 | 61.383 | 55.497 | 44.503 | 17.35 | 0.875 | bilinear | -54.603 | -43.223 | -10 |
1165 | resnet50.a2_in1k | 224 | 38.603 | 61.397 | 53.107 | 46.893 | 25.56 | 0.950 | bicubic | -55.127 | -45.613 | -112 |
1166 | selecsls60b.in1k | 224 | 38.583 | 61.417 | 55.337 | 44.663 | 32.77 | 0.875 | bicubic | -54.897 | -43.403 | -56 |
1167 | resnetrs50.tf_in1k | 160 | 38.573 | 61.427 | 54.093 | 45.907 | 35.69 | 0.910 | bicubic | -54.327 | -44.697 | +37 |
1168 | tf_efficientnet_b0.aa_in1k | 224 | 38.557 | 61.443 | 56.133 | 43.867 | 5.29 | 0.875 | bicubic | -53.833 | -42.347 | +96 |
1169 | resnet32ts.ra2_in1k | 288 | 38.523 | 61.477 | 55.557 | 44.443 | 17.96 | 1.000 | bicubic | -55.077 | -43.303 | -86 |
1170 | dla60_res2next.in1k | 224 | 38.523 | 61.477 | 55.037 | 44.963 | 17.03 | 0.875 | bilinear | -55.087 | -43.603 | -91 |
1171 | ecaresnet26t.ra2_in1k | 256 | 38.520 | 61.480 | 55.373 | 44.627 | 16.01 | 0.875 | bicubic | -54.900 | -43.307 | -44 |
1172 | repvgg_a2.rvgg_in1k | 224 | 38.513 | 61.487 | 55.817 | 44.183 | 28.21 | 0.875 | bilinear | -54.147 | -42.713 | +65 |
1173 | hardcorenas_f.miil_green_in1k | 224 | 38.513 | 61.487 | 55.727 | 44.273 | 8.20 | 0.875 | bilinear | -54.507 | -42.983 | +8 |
1174 | seresnet50.a1_in1k | 288 | 38.513 | 61.487 | 53.403 | 46.597 | 28.09 | 1.000 | bicubic | -55.697 | -45.507 | -239 |
1175 | hrnet_w18_small_v2.gluon_in1k | 224 | 38.503 | 61.497 | 56.240 | 43.760 | 15.60 | 0.875 | bicubic | -54.467 | -42.590 | +11 |
1176 | regnetx_064.pycls_in1k | 224 | 38.500 | 61.500 | 55.040 | 44.960 | 26.21 | 0.875 | bicubic | -55.160 | -44.010 | -110 |
1177 | resnet50.gluon_in1k | 224 | 38.460 | 61.540 | 54.893 | 45.107 | 25.56 | 0.875 | bicubic | -54.110 | -43.647 | +71 |
1178 | resmlp_12_224.fb_in1k | 224 | 38.450 | 61.550 | 56.363 | 43.637 | 15.35 | 0.875 | bicubic | -53.680 | -42.157 | +111 |
1179 | tf_efficientnet_cc_b0_4e.in1k | 224 | 38.447 | 61.553 | 55.187 | 44.813 | 13.31 | 0.875 | bicubic | -54.413 | -43.253 | +34 |
1180 | resnet50d.a1_in1k | 288 | 38.417 | 61.583 | 52.867 | 47.133 | 25.58 | 1.000 | bicubic | -55.943 | -46.293 | -289 |
1181 | hrnet_w18.ms_in1k | 224 | 38.390 | 61.610 | 55.790 | 44.210 | 21.30 | 0.875 | bilinear | -54.360 | -42.840 | +44 |
1182 | ghostnetv2_160.in1k | 224 | 38.373 | 61.627 | 55.637 | 44.363 | 12.39 | 0.875 | bicubic | -54.757 | -43.023 | -18 |
1183 | tinynet_a.in1k | 192 | 38.347 | 61.653 | 55.497 | 44.503 | 6.19 | 0.875 | bicubic | -54.473 | -43.073 | +33 |
1184 | regnety_008_tv.tv2_in1k | 224 | 38.330 | 61.670 | 54.383 | 45.617 | 6.43 | 0.965 | bicubic | -54.840 | -43.937 | -23 |
1185 | resnet34.a1_in1k | 288 | 38.317 | 61.683 | 52.350 | 47.650 | 21.80 | 1.000 | bicubic | -54.703 | -46.240 | -4 |
1186 | densenet121.ra_in1k | 288 | 38.237 | 61.763 | 55.203 | 44.797 | 7.98 | 0.950 | bicubic | -54.513 | -43.447 | +39 |
1187 | mixnet_l.ft_in1k | 224 | 38.237 | 61.763 | 54.877 | 45.123 | 7.33 | 0.875 | bicubic | -55.033 | -43.803 | -36 |
1188 | convnext_femto.d1_in1k | 224 | 38.207 | 61.793 | 54.717 | 45.283 | 5.22 | 0.875 | bicubic | -54.673 | -43.883 | +22 |
1189 | ecaresnet50t.a3_in1k | 224 | 38.193 | 61.807 | 53.603 | 46.397 | 25.57 | 0.950 | bicubic | -55.667 | -45.257 | -174 |
1190 | regnety_032.pycls_in1k | 224 | 38.190 | 61.810 | 54.477 | 45.523 | 19.44 | 0.875 | bicubic | -55.300 | -44.483 | -83 |
1191 | resnet50d.a3_in1k | 160 | 38.187 | 61.813 | 53.827 | 46.173 | 25.58 | 0.950 | bicubic | -54.093 | -44.503 | +84 |
1192 | poolformer_s12.sail_in1k | 224 | 38.180 | 61.820 | 56.390 | 43.610 | 11.92 | 0.900 | bicubic | -54.330 | -42.000 | +59 |
1193 | efficientnet_b1.ft_in1k | 256 | 38.170 | 61.830 | 54.033 | 45.967 | 7.79 | 1.000 | bicubic | -54.850 | -44.617 | -15 |
1194 | ecaresnet50t.a2_in1k | 288 | 38.147 | 61.853 | 53.023 | 46.977 | 25.57 | 1.000 | bicubic | -56.433 | -46.027 | -369 |
1195 | vit_base_patch16_224.augreg_in1k | 224 | 38.140 | 61.860 | 50.707 | 49.293 | 86.57 | 0.900 | bicubic | -55.200 | -48.063 | -54 |
1196 | hardcorenas_e.miil_green_in1k | 224 | 38.137 | 61.863 | 55.203 | 44.797 | 8.07 | 0.875 | bilinear | -54.813 | -43.377 | 0 |
1197 | coat_lite_tiny.in1k | 224 | 38.077 | 61.923 | 53.457 | 46.543 | 5.72 | 0.900 | bicubic | -54.803 | -45.203 | +12 |
1198 | gmixer_24_224.ra3_in1k | 224 | 37.983 | 62.017 | 52.147 | 47.853 | 24.72 | 0.875 | bicubic | -54.687 | -46.543 | +38 |
1199 | hardcorenas_c.miil_green_in1k | 224 | 37.980 | 62.020 | 55.700 | 44.300 | 5.52 | 0.875 | bilinear | -54.340 | -42.630 | +73 |
1200 | resnet50.a3_in1k | 160 | 37.960 | 62.040 | 53.320 | 46.680 | 25.56 | 0.950 | bicubic | -53.700 | -44.940 | +116 |
1201 | resnext50_32x4d.a2_in1k | 288 | 37.953 | 62.047 | 52.380 | 47.620 | 25.03 | 1.000 | bicubic | -56.237 | -46.710 | -261 |
1202 | resnetrs50.tf_in1k | 224 | 37.947 | 62.053 | 53.297 | 46.703 | 35.69 | 0.910 | bicubic | -56.083 | -45.713 | -220 |
1203 | mobilevitv2_125.cvnets_in1k | 256 | 37.927 | 62.073 | 54.103 | 45.897 | 7.48 | 0.888 | bicubic | -55.553 | -44.737 | -94 |
1204 | resnet50c.gluon_in1k | 224 | 37.887 | 62.113 | 54.203 | 45.797 | 25.58 | 0.875 | bicubic | -55.043 | -44.507 | -6 |
1205 | res2net50_26w_4s.in1k | 224 | 37.857 | 62.143 | 53.160 | 46.840 | 25.70 | 0.875 | bilinear | -55.333 | -45.710 | -47 |
1206 | resnest14d.gluon_in1k | 224 | 37.840 | 62.160 | 56.617 | 43.383 | 10.61 | 0.875 | bilinear | -53.300 | -41.733 | +139 |
1207 | efficientnet_es.ra_in1k | 224 | 37.840 | 62.160 | 54.977 | 45.023 | 5.44 | 0.875 | bicubic | -55.120 | -43.713 | -14 |
1208 | efficientformerv2_s0.snap_dist_in1k | 224 | 37.810 | 62.190 | 54.017 | 45.983 | 3.60 | 0.950 | bicubic | -54.050 | -44.353 | +98 |
1209 | convnext_femto.d1_in1k | 288 | 37.803 | 62.197 | 54.297 | 45.703 | 5.22 | 0.950 | bicubic | -55.657 | -44.473 | -93 |
1210 | resnext50_32x4d.tv_in1k | 224 | 37.787 | 62.213 | 54.143 | 45.857 | 25.03 | 0.875 | bilinear | -55.113 | -44.587 | -7 |
1211 | mobilenetv1_125.ra4_e3600_r224_in1k | 256 | 37.763 | 62.237 | 53.813 | 46.187 | 6.27 | 1.000 | bicubic | -54.707 | -44.767 | +42 |
1212 | pit_ti_distilled_224.in1k | 224 | 37.760 | 62.240 | 55.683 | 44.317 | 5.10 | 0.900 | bicubic | -52.990 | -42.567 | +147 |
1213 | mobilenetv1_125.ra4_e3600_r224_in1k | 224 | 37.753 | 62.247 | 54.160 | 45.840 | 6.27 | 0.900 | bicubic | -54.327 | -44.190 | +82 |
1214 | seresnet50.a2_in1k | 288 | 37.737 | 62.263 | 52.320 | 47.680 | 28.09 | 1.000 | bicubic | -56.713 | -46.660 | -348 |
1215 | resnet26t.ra2_in1k | 256 | 37.723 | 62.277 | 55.317 | 44.683 | 16.01 | 0.940 | bicubic | -54.947 | -42.923 | +20 |
1216 | resnet34.a2_in1k | 224 | 37.707 | 62.293 | 52.573 | 47.427 | 21.80 | 0.950 | bicubic | -54.063 | -45.687 | +93 |
1217 | efficientnet_b1.ft_in1k | 224 | 37.687 | 62.313 | 53.870 | 46.130 | 7.79 | 0.875 | bicubic | -54.653 | -44.700 | +52 |
1218 | seresnet50.a3_in1k | 160 | 37.613 | 62.387 | 53.253 | 46.747 | 28.09 | 0.950 | bicubic | -53.657 | -44.697 | +118 |
1219 | ecaresnet26t.ra2_in1k | 320 | 37.600 | 62.400 | 54.383 | 45.617 | 16.01 | 0.950 | bicubic | -56.360 | -44.457 | -225 |
1220 | hardcorenas_d.miil_green_in1k | 224 | 37.593 | 62.407 | 54.723 | 45.277 | 7.50 | 0.875 | bilinear | -55.027 | -43.757 | +20 |
1221 | vit_base_patch32_224.augreg_in1k | 224 | 37.590 | 62.410 | 51.877 | 48.123 | 88.22 | 0.900 | bicubic | -52.990 | -45.863 | +144 |
1222 | resnet50.bt_in1k | 288 | 37.577 | 62.423 | 53.763 | 46.237 | 25.56 | 0.950 | bicubic | -56.433 | -45.057 | -235 |
1223 | convnext_femto_ols.d1_in1k | 224 | 37.540 | 62.460 | 53.417 | 46.583 | 5.23 | 0.875 | bicubic | -55.340 | -45.093 | -16 |
1224 | res2next50.in1k | 224 | 37.530 | 62.470 | 52.880 | 47.120 | 24.67 | 0.875 | bilinear | -55.610 | -45.770 | -61 |
1225 | fastvit_t8.apple_dist_in1k | 256 | 37.513 | 62.487 | 53.863 | 46.137 | 4.03 | 0.900 | bicubic | -55.077 | -44.567 | +22 |
1226 | convnextv2_femto.fcmae_ft_in1k | 288 | 37.487 | 62.513 | 53.620 | 46.380 | 5.23 | 0.950 | bicubic | -56.273 | -44.900 | -183 |
1227 | lambda_resnet26t.c1_in1k | 256 | 37.397 | 62.603 | 53.533 | 46.467 | 10.96 | 0.940 | bicubic | -56.043 | -45.227 | -106 |
1228 | cs3darknet_focus_m.c2ns_in1k | 256 | 37.380 | 62.620 | 54.130 | 45.870 | 9.30 | 0.887 | bicubic | -55.420 | -44.410 | -8 |
1229 | hrnet_w18.ms_aug_in1k | 224 | 37.367 | 62.633 | 54.213 | 45.787 | 21.30 | 0.950 | bilinear | -56.103 | -44.667 | -117 |
1230 | convnext_femto_ols.d1_in1k | 288 | 37.283 | 62.717 | 53.153 | 46.847 | 5.23 | 0.950 | bicubic | -56.107 | -45.607 | -96 |
1231 | hardcorenas_b.miil_green_in1k | 224 | 37.280 | 62.720 | 55.010 | 44.990 | 5.18 | 0.875 | bilinear | -54.680 | -43.410 | +68 |
1232 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 37.253 | 62.747 | 53.560 | 46.440 | 5.48 | 0.875 | bilinear | -54.977 | -44.910 | +51 |
1233 | resnet50d.a2_in1k | 288 | 37.243 | 62.757 | 51.823 | 48.177 | 25.58 | 1.000 | bicubic | -57.237 | -47.087 | -380 |
1234 | res2net50d.in1k | 224 | 37.220 | 62.780 | 51.303 | 48.697 | 25.72 | 0.875 | bilinear | -57.050 | -47.577 | -318 |
1235 | resnet50.a2_in1k | 288 | 37.203 | 62.797 | 51.450 | 48.550 | 25.56 | 1.000 | bicubic | -56.927 | -47.700 | -275 |
1236 | res2net50_48w_2s.in1k | 224 | 37.180 | 62.820 | 53.413 | 46.587 | 25.29 | 0.875 | bilinear | -55.630 | -45.187 | -17 |
1237 | dla60.in1k | 224 | 37.177 | 62.823 | 54.313 | 45.687 | 22.04 | 0.875 | bilinear | -55.533 | -44.237 | -8 |
1238 | cs3darknet_focus_m.c2ns_in1k | 288 | 37.157 | 62.843 | 53.963 | 46.037 | 9.30 | 0.950 | bicubic | -55.963 | -44.787 | -72 |
1239 | fastvit_t8.apple_in1k | 256 | 37.153 | 62.847 | 53.160 | 46.840 | 4.03 | 0.900 | bicubic | -54.787 | -45.250 | +62 |
1240 | vit_small_patch16_224.augreg_in1k | 224 | 37.130 | 62.870 | 51.603 | 48.397 | 22.05 | 0.900 | bicubic | -56.330 | -47.227 | -123 |
1241 | regnety_016.pycls_in1k | 224 | 37.127 | 62.873 | 54.133 | 45.867 | 11.20 | 0.875 | bicubic | -55.933 | -44.527 | -69 |
1242 | lambda_resnet26rpt_256.c1_in1k | 256 | 37.127 | 62.873 | 53.850 | 46.150 | 10.99 | 0.940 | bicubic | -56.293 | -45.030 | -118 |
1243 | eca_halonext26ts.c1_in1k | 256 | 37.127 | 62.873 | 53.090 | 46.910 | 10.76 | 0.940 | bicubic | -56.433 | -45.600 | -151 |
1244 | convnextv2_atto.fcmae_ft_in1k | 224 | 37.117 | 62.883 | 53.053 | 46.947 | 3.71 | 0.875 | bicubic | -55.073 | -45.307 | +42 |
1245 | bat_resnext26ts.ch_in1k | 256 | 37.107 | 62.893 | 53.737 | 46.263 | 10.73 | 0.900 | bicubic | -56.013 | -44.983 | -78 |
1246 | tf_mixnet_l.in1k | 224 | 37.057 | 62.943 | 52.760 | 47.240 | 7.33 | 0.875 | bicubic | -55.993 | -45.930 | -70 |
1247 | rexnet_100.nav_in1k | 224 | 37.047 | 62.953 | 54.083 | 45.917 | 4.80 | 0.875 | bicubic | -55.793 | -44.557 | -32 |
1248 | mobileone_s1.apple_in1k | 224 | 37.037 | 62.963 | 54.653 | 45.347 | 4.83 | 0.900 | bilinear | -54.743 | -43.817 | +60 |
1249 | tf_efficientnet_b1.in1k | 240 | 37.027 | 62.973 | 53.460 | 46.540 | 7.79 | 0.882 | bicubic | -55.913 | -45.200 | -52 |
1250 | botnet26t_256.c1_in1k | 256 | 36.980 | 63.020 | 53.090 | 46.910 | 12.49 | 0.950 | bicubic | -56.430 | -45.720 | -120 |
1251 | resnet34.a2_in1k | 288 | 36.967 | 63.033 | 51.520 | 48.480 | 21.80 | 1.000 | bicubic | -55.623 | -46.930 | -6 |
1252 | resnet34.bt_in1k | 224 | 36.927 | 63.073 | 53.617 | 46.383 | 21.80 | 0.875 | bicubic | -54.273 | -44.583 | +89 |
1253 | legacy_seresnet50.in1k | 224 | 36.913 | 63.087 | 53.477 | 46.523 | 28.09 | 0.875 | bilinear | -55.757 | -45.183 | -19 |
1254 | tf_efficientnet_lite2.in1k | 260 | 36.907 | 63.093 | 53.383 | 46.617 | 6.09 | 0.890 | bicubic | -55.803 | -45.237 | -24 |
1255 | ghostnetv2_130.in1k | 224 | 36.870 | 63.130 | 54.220 | 45.780 | 8.96 | 0.875 | bicubic | -55.400 | -44.150 | +22 |
1256 | regnetx_016.pycls_in1k | 224 | 36.863 | 63.137 | 53.423 | 46.577 | 9.19 | 0.875 | bicubic | -55.737 | -45.147 | -13 |
1257 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 36.790 | 63.210 | 53.130 | 46.870 | 5.28 | 0.950 | bicubic | -55.560 | -45.230 | +10 |
1258 | halonet26t.a1h_in1k | 256 | 36.783 | 63.217 | 52.233 | 47.767 | 12.48 | 0.950 | bicubic | -56.827 | -46.457 | -177 |
1259 | densenet121.tv_in1k | 224 | 36.757 | 63.243 | 53.997 | 46.003 | 7.98 | 0.875 | bicubic | -54.683 | -44.243 | +69 |
1260 | mobilenetv2_120d.ra_in1k | 224 | 36.727 | 63.273 | 53.953 | 46.047 | 5.83 | 0.875 | bicubic | -55.933 | -44.607 | -23 |
1261 | hardcorenas_a.miil_green_in1k | 224 | 36.713 | 63.287 | 54.863 | 45.137 | 5.26 | 0.875 | bilinear | -54.967 | -43.277 | +53 |
1262 | eca_botnext26ts_256.c1_in1k | 256 | 36.700 | 63.300 | 52.607 | 47.393 | 10.59 | 0.950 | bicubic | -56.700 | -46.143 | -129 |
1263 | repghostnet_150.in1k | 224 | 36.693 | 63.307 | 54.193 | 45.807 | 6.58 | 0.875 | bicubic | -55.707 | -44.347 | -2 |
1264 | tf_efficientnet_lite1.in1k | 240 | 36.687 | 63.313 | 53.733 | 46.267 | 5.42 | 0.882 | bicubic | -55.623 | -44.787 | +9 |
1265 | efficientnet_b0.ra_in1k | 224 | 36.673 | 63.327 | 53.597 | 46.403 | 5.29 | 0.875 | bicubic | -55.787 | -45.083 | -11 |
1266 | resnext50_32x4d.a3_in1k | 224 | 36.620 | 63.380 | 51.210 | 48.790 | 25.03 | 0.950 | bicubic | -56.930 | -47.360 | -173 |
1267 | vit_base_patch32_224.sam_in1k | 224 | 36.590 | 63.410 | 53.083 | 46.917 | 88.22 | 0.900 | bicubic | -53.290 | -44.737 | +118 |
1268 | levit_128s.fb_dist_in1k | 224 | 36.587 | 63.413 | 53.073 | 46.927 | 7.78 | 0.900 | bicubic | -54.993 | -45.347 | +54 |
1269 | cs3darknet_m.c2ns_in1k | 256 | 36.580 | 63.420 | 53.610 | 46.390 | 9.31 | 0.887 | bicubic | -56.120 | -45.070 | -38 |
1270 | levit_conv_128s.fb_dist_in1k | 224 | 36.570 | 63.430 | 53.073 | 46.927 | 7.78 | 0.900 | bicubic | -54.970 | -45.357 | +54 |
1271 | efficientvit_m4.r224_in1k | 224 | 36.560 | 63.440 | 53.307 | 46.693 | 8.80 | 0.875 | bicubic | -54.200 | -44.763 | +87 |
1272 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 36.530 | 63.470 | 52.887 | 47.113 | 3.05 | 1.000 | bicubic | -55.870 | -45.633 | -10 |
1273 | repvgg_a1.rvgg_in1k | 224 | 36.520 | 63.480 | 53.820 | 46.180 | 14.09 | 0.875 | bilinear | -54.640 | -44.370 | +71 |
1274 | resnet34.a3_in1k | 160 | 36.517 | 63.483 | 52.573 | 47.427 | 21.80 | 0.950 | bicubic | -52.133 | -44.797 | +134 |
1275 | tf_efficientnet_em.in1k | 240 | 36.477 | 63.523 | 52.907 | 47.093 | 6.90 | 0.882 | bicubic | -56.723 | -45.573 | -120 |
1276 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 36.470 | 63.530 | 52.867 | 47.133 | 5.28 | 0.875 | bicubic | -55.180 | -45.193 | +41 |
1277 | mobilevitv2_100.cvnets_in1k | 256 | 36.450 | 63.550 | 53.080 | 46.920 | 4.90 | 0.888 | bicubic | -56.660 | -45.520 | -109 |
1278 | cs3darknet_m.c2ns_in1k | 288 | 36.433 | 63.567 | 53.240 | 46.760 | 9.31 | 0.950 | bicubic | -56.807 | -45.470 | -127 |
1279 | skresnet18.ra_in1k | 224 | 36.330 | 63.670 | 54.253 | 45.747 | 11.96 | 0.875 | bicubic | -53.840 | -43.527 | +100 |
1280 | repvgg_b0.rvgg_in1k | 224 | 36.323 | 63.677 | 54.080 | 45.920 | 15.82 | 0.875 | bilinear | -55.387 | -44.320 | +30 |
1281 | resnet34.bt_in1k | 288 | 36.313 | 63.687 | 52.847 | 47.153 | 21.80 | 0.950 | bicubic | -56.007 | -45.793 | -10 |
1282 | resnet50d.a3_in1k | 224 | 36.310 | 63.690 | 51.330 | 48.670 | 25.58 | 0.950 | bicubic | -57.090 | -47.500 | -150 |
1283 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 36.177 | 63.823 | 53.193 | 46.807 | 3.05 | 1.000 | bicubic | -55.953 | -45.377 | +7 |
1284 | resnet50.tv_in1k | 224 | 36.157 | 63.843 | 52.870 | 47.130 | 25.56 | 0.875 | bilinear | -55.993 | -45.520 | +3 |
1285 | legacy_seresnet34.in1k | 224 | 36.157 | 63.843 | 52.563 | 47.437 | 21.96 | 0.875 | bilinear | -55.323 | -45.657 | +41 |
1286 | resnet34.tv_in1k | 224 | 36.140 | 63.860 | 53.553 | 46.447 | 21.80 | 0.875 | bilinear | -54.150 | -44.417 | +88 |
1287 | efficientvit_m3.r224_in1k | 224 | 36.137 | 63.863 | 52.550 | 47.450 | 6.90 | 0.875 | bicubic | -53.923 | -45.280 | +94 |
1288 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 36.120 | 63.880 | 54.293 | 45.707 | 5.91 | 0.900 | bicubic | -55.010 | -43.777 | +59 |
1289 | coat_tiny.in1k | 224 | 36.097 | 63.903 | 51.083 | 48.917 | 5.50 | 0.900 | bicubic | -57.403 | -47.587 | -184 |
1290 | resnet50.a3_in1k | 224 | 36.050 | 63.950 | 50.647 | 49.353 | 25.56 | 0.950 | bicubic | -56.920 | -48.063 | -101 |
1291 | convnext_atto.d2_in1k | 224 | 36.040 | 63.960 | 52.943 | 47.057 | 3.70 | 0.875 | bicubic | -56.180 | -45.367 | -7 |
1292 | tf_efficientnet_lite0.in1k | 224 | 36.033 | 63.967 | 53.487 | 46.513 | 4.65 | 0.875 | bicubic | -55.327 | -44.603 | +39 |
1293 | mobilenetv2_140.ra_in1k | 224 | 36.010 | 63.990 | 53.977 | 46.023 | 6.11 | 0.875 | bicubic | -56.070 | -44.373 | +3 |
1294 | convnextv2_atto.fcmae_ft_in1k | 288 | 36.000 | 64.000 | 51.140 | 48.860 | 3.71 | 0.950 | bicubic | -56.910 | -47.390 | -94 |
1295 | seresnext26ts.ch_in1k | 256 | 35.830 | 64.170 | 53.997 | 46.003 | 10.39 | 0.900 | bicubic | -56.980 | -44.453 | -77 |
1296 | selecsls42b.in1k | 224 | 35.823 | 64.177 | 52.557 | 47.443 | 32.46 | 0.875 | bicubic | -56.657 | -45.883 | -45 |
1297 | resnet34.gluon_in1k | 224 | 35.823 | 64.177 | 52.363 | 47.637 | 21.80 | 0.875 | bicubic | -55.287 | -45.817 | +54 |
1298 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 35.787 | 64.213 | 52.617 | 47.383 | 4.23 | 0.950 | bicubic | -56.293 | -45.653 | -4 |
1299 | convnext_atto.d2_in1k | 288 | 35.770 | 64.230 | 52.350 | 47.650 | 3.70 | 0.950 | bicubic | -57.010 | -46.150 | -77 |
1300 | resnet26t.ra2_in1k | 320 | 35.753 | 64.247 | 53.583 | 46.417 | 16.01 | 1.000 | bicubic | -57.207 | -45.097 | -107 |
1301 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 35.753 | 64.247 | 52.447 | 47.553 | 3.05 | 1.000 | bicubic | -57.627 | -46.433 | -165 |
1302 | seresnet50.a3_in1k | 224 | 35.727 | 64.273 | 51.273 | 48.727 | 28.09 | 0.950 | bicubic | -56.653 | -47.057 | -37 |
1303 | seresnext26ts.ch_in1k | 288 | 35.720 | 64.280 | 53.480 | 46.520 | 10.39 | 1.000 | bicubic | -57.250 | -45.010 | -115 |
1304 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 35.713 | 64.287 | 52.810 | 47.190 | 4.23 | 0.875 | bicubic | -55.637 | -45.330 | +28 |
1305 | efficientnet_lite0.ra_in1k | 224 | 35.693 | 64.307 | 53.713 | 46.287 | 4.65 | 0.875 | bicubic | -55.577 | -44.507 | +29 |
1306 | mixnet_m.ft_in1k | 224 | 35.660 | 64.340 | 52.463 | 47.537 | 5.01 | 0.875 | bicubic | -56.610 | -46.097 | -28 |
1307 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 35.647 | 64.353 | 53.820 | 46.180 | 11.69 | 0.875 | bilinear | -55.043 | -44.220 | +53 |
1308 | dla34.in1k | 224 | 35.647 | 64.353 | 52.837 | 47.163 | 15.74 | 0.875 | bilinear | -55.613 | -45.323 | +30 |
1309 | mobilenetv3_rw.rmsp_in1k | 224 | 35.633 | 64.367 | 53.777 | 46.223 | 5.48 | 0.875 | bicubic | -55.917 | -44.493 | +14 |
1310 | regnetx_008.tv2_in1k | 224 | 35.557 | 64.443 | 51.503 | 48.497 | 7.26 | 0.965 | bicubic | -56.903 | -46.947 | -53 |
1311 | convnext_atto_ols.a2_in1k | 288 | 35.553 | 64.447 | 51.450 | 48.550 | 3.70 | 0.950 | bicubic | -57.397 | -47.350 | -116 |
1312 | convnext_atto_ols.a2_in1k | 224 | 35.507 | 64.493 | 52.087 | 47.913 | 3.70 | 0.875 | bicubic | -56.593 | -46.343 | -19 |
1313 | efficientnet_es_pruned.in1k | 224 | 35.397 | 64.603 | 52.883 | 47.117 | 5.44 | 0.875 | bicubic | -56.313 | -45.577 | -1 |
1314 | repghostnet_130.in1k | 224 | 35.323 | 64.677 | 52.740 | 47.260 | 5.48 | 0.875 | bicubic | -56.607 | -45.650 | -10 |
1315 | mobilenetv2_110d.ra_in1k | 224 | 35.300 | 64.700 | 52.807 | 47.193 | 4.52 | 0.875 | bicubic | -56.020 | -45.343 | +18 |
1316 | tf_mixnet_m.in1k | 224 | 35.250 | 64.750 | 51.003 | 48.997 | 5.01 | 0.875 | bicubic | -56.950 | -47.417 | -31 |
1317 | hrnet_w18_small_v2.ms_in1k | 224 | 35.233 | 64.767 | 52.547 | 47.453 | 15.60 | 0.875 | bilinear | -55.957 | -45.803 | +25 |
1318 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 35.210 | 64.790 | 52.607 | 47.393 | 3.05 | 1.000 | bicubic | -55.000 | -45.153 | +59 |
1319 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 35.183 | 64.817 | 53.027 | 46.973 | 3.77 | 0.950 | bicubic | -55.917 | -45.053 | +33 |
1320 | resnet18d.ra2_in1k | 224 | 35.143 | 64.857 | 52.900 | 47.100 | 11.71 | 0.875 | bicubic | -54.877 | -44.940 | +62 |
1321 | resnext26ts.ra2_in1k | 256 | 35.110 | 64.890 | 53.437 | 46.563 | 10.30 | 0.900 | bicubic | -57.150 | -44.833 | -41 |
1322 | convit_tiny.fb_in1k | 224 | 35.093 | 64.907 | 51.840 | 48.160 | 5.71 | 0.875 | bicubic | -55.487 | -46.360 | +42 |
1323 | resnet34.a3_in1k | 224 | 35.090 | 64.910 | 50.520 | 49.480 | 21.80 | 0.950 | bicubic | -55.210 | -47.370 | +50 |
1324 | resnet18.a1_in1k | 224 | 35.033 | 64.967 | 50.983 | 49.017 | 11.69 | 0.950 | bicubic | -54.117 | -46.347 | +76 |
1325 | tinynet_b.in1k | 188 | 35.017 | 64.983 | 52.120 | 47.880 | 3.73 | 0.875 | bicubic | -56.113 | -46.150 | +23 |
1326 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 35.013 | 64.987 | 52.897 | 47.103 | 3.77 | 0.875 | bicubic | -55.527 | -45.063 | +40 |
1327 | gcresnext26ts.ch_in1k | 288 | 35.013 | 64.987 | 51.460 | 48.540 | 10.48 | 1.000 | bicubic | -57.797 | -47.150 | -109 |
1328 | gcresnext26ts.ch_in1k | 256 | 34.990 | 65.010 | 51.660 | 48.340 | 10.48 | 0.900 | bicubic | -57.470 | -46.880 | -72 |
1329 | eca_resnext26ts.ch_in1k | 256 | 34.950 | 65.050 | 52.347 | 47.653 | 10.30 | 0.900 | bicubic | -57.500 | -46.263 | -71 |
1330 | regnety_004.tv2_in1k | 224 | 34.937 | 65.063 | 51.397 | 48.603 | 4.34 | 0.965 | bicubic | -56.653 | -46.903 | -10 |
1331 | eca_resnext26ts.ch_in1k | 288 | 34.933 | 65.067 | 52.367 | 47.633 | 10.30 | 1.000 | bicubic | -57.837 | -46.343 | -107 |
1332 | regnety_008.pycls_in1k | 224 | 34.883 | 65.117 | 51.843 | 48.157 | 6.26 | 0.875 | bicubic | -56.997 | -46.577 | -27 |
1333 | ese_vovnet19b_dw.ra_in1k | 224 | 34.830 | 65.170 | 51.993 | 48.007 | 6.54 | 0.875 | bicubic | -57.180 | -46.327 | -36 |
1334 | resnext26ts.ra2_in1k | 288 | 34.780 | 65.220 | 52.823 | 47.177 | 10.30 | 1.000 | bicubic | -57.650 | -45.567 | -74 |
1335 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 34.737 | 65.263 | 52.697 | 47.303 | 3.77 | 0.950 | bicubic | -55.523 | -45.393 | +41 |
1336 | mobilenetv3_large_100.ra_in1k | 224 | 34.673 | 65.327 | 52.937 | 47.063 | 5.48 | 0.875 | bicubic | -56.797 | -45.383 | -10 |
1337 | crossvit_9_240.in1k | 240 | 34.670 | 65.330 | 51.797 | 48.203 | 8.55 | 0.875 | bicubic | -56.400 | -46.513 | +16 |
1338 | tf_efficientnet_b0.in1k | 224 | 34.670 | 65.330 | 51.157 | 48.843 | 5.29 | 0.875 | bicubic | -57.600 | -47.213 | -62 |
1339 | pit_ti_224.in1k | 224 | 34.627 | 65.373 | 52.133 | 47.867 | 4.85 | 0.900 | bicubic | -55.823 | -45.877 | +31 |
1340 | seresnext26t_32x4d.bt_in1k | 224 | 34.560 | 65.440 | 51.483 | 48.517 | 16.81 | 0.875 | bicubic | -58.240 | -47.117 | -120 |
1341 | seresnext26d_32x4d.bt_in1k | 224 | 34.560 | 65.440 | 51.477 | 48.523 | 16.81 | 0.875 | bicubic | -57.900 | -47.033 | -85 |
1342 | pvt_v2_b0.in1k | 224 | 34.410 | 65.590 | 53.093 | 46.907 | 3.67 | 0.900 | bicubic | -54.580 | -44.587 | +60 |
1343 | mixer_b16_224.goog_in21k_ft_in1k | 224 | 34.373 | 65.627 | 48.057 | 51.943 | 59.88 | 0.875 | bicubic | -56.747 | -49.353 | +6 |
1344 | fbnetc_100.rmsp_in1k | 224 | 34.337 | 65.663 | 51.490 | 48.510 | 5.57 | 0.875 | bilinear | -56.913 | -46.340 | -5 |
1345 | resnet26d.bt_in1k | 224 | 34.330 | 65.670 | 51.837 | 48.163 | 16.01 | 0.875 | bicubic | -57.900 | -46.393 | -63 |
1346 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 34.313 | 65.687 | 52.343 | 47.657 | 3.77 | 0.875 | bicubic | -55.817 | -45.637 | +34 |
1347 | tf_efficientnet_es.in1k | 224 | 34.300 | 65.700 | 51.507 | 48.493 | 5.44 | 0.875 | bicubic | -57.800 | -46.873 | -55 |
1348 | regnety_006.pycls_in1k | 224 | 34.283 | 65.717 | 51.423 | 48.577 | 6.06 | 0.875 | bicubic | -57.317 | -46.997 | -29 |
1349 | resnet18d.ra2_in1k | 288 | 34.240 | 65.760 | 51.690 | 48.310 | 11.71 | 0.950 | bicubic | -56.530 | -46.460 | +7 |
1350 | ghostnetv2_100.in1k | 224 | 34.167 | 65.833 | 52.050 | 47.950 | 6.16 | 0.875 | bicubic | -57.463 | -46.230 | -32 |
1351 | repvgg_a0.rvgg_in1k | 224 | 34.090 | 65.910 | 52.000 | 48.000 | 9.11 | 0.875 | bilinear | -55.720 | -45.500 | +35 |
1352 | resnet18.a1_in1k | 288 | 34.050 | 65.950 | 49.517 | 50.483 | 11.69 | 1.000 | bicubic | -56.140 | -48.263 | +26 |
1353 | tf_mobilenetv3_large_100.in1k | 224 | 33.990 | 66.010 | 51.563 | 48.437 | 5.48 | 0.875 | bilinear | -57.420 | -46.677 | -23 |
1354 | mnasnet_100.rmsp_in1k | 224 | 33.873 | 66.127 | 51.227 | 48.773 | 4.38 | 0.875 | bicubic | -57.387 | -46.803 | -16 |
1355 | regnetx_004_tv.tv2_in1k | 224 | 33.837 | 66.163 | 49.890 | 50.110 | 5.50 | 0.965 | bicubic | -57.323 | -48.210 | -10 |
1356 | repghostnet_111.in1k | 224 | 33.807 | 66.193 | 51.550 | 48.450 | 4.54 | 0.875 | bicubic | -57.303 | -46.500 | -5 |
1357 | mobilevit_s.cvnets_in1k | 256 | 33.790 | 66.210 | 49.480 | 50.520 | 5.58 | 0.900 | bicubic | -59.390 | -49.320 | -198 |
1358 | ese_vovnet19b_dw.ra_in1k | 288 | 33.763 | 66.237 | 50.940 | 49.060 | 6.54 | 0.950 | bicubic | -58.977 | -47.740 | -130 |
1359 | regnetx_008.pycls_in1k | 224 | 33.750 | 66.250 | 50.593 | 49.407 | 7.26 | 0.875 | bicubic | -57.470 | -47.787 | -19 |
1360 | lcnet_100.ra2_in1k | 224 | 33.730 | 66.270 | 52.107 | 47.893 | 2.95 | 0.875 | bicubic | -55.190 | -45.263 | +44 |
1361 | semnasnet_075.rmsp_in1k | 224 | 33.707 | 66.293 | 52.433 | 47.567 | 2.91 | 0.875 | bicubic | -56.573 | -45.497 | +14 |
1362 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 33.667 | 66.333 | 50.760 | 49.240 | 6.36 | 1.000 | bicubic | -58.043 | -47.470 | -51 |
1363 | xcit_nano_12_p8_224.fb_in1k | 224 | 33.623 | 66.377 | 50.430 | 49.570 | 3.05 | 1.000 | bicubic | -57.567 | -47.850 | -20 |
1364 | mixnet_s.ft_in1k | 224 | 33.620 | 66.380 | 51.023 | 48.977 | 4.13 | 0.875 | bicubic | -58.200 | -47.317 | -57 |
1365 | resnet26.bt_in1k | 224 | 33.597 | 66.403 | 51.043 | 48.957 | 16.00 | 0.875 | bicubic | -57.863 | -47.227 | -38 |
1366 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 33.557 | 66.443 | 50.963 | 49.037 | 5.79 | 1.000 | bicubic | -59.943 | -47.807 | -264 |
1367 | semnasnet_100.rmsp_in1k | 224 | 33.553 | 66.447 | 50.837 | 49.163 | 3.89 | 0.875 | bicubic | -58.107 | -47.223 | -52 |
1368 | spnasnet_100.rmsp_in1k | 224 | 33.503 | 66.497 | 51.287 | 48.713 | 4.42 | 0.875 | bilinear | -57.167 | -46.673 | -6 |
1369 | crossvit_tiny_240.in1k | 240 | 33.443 | 66.557 | 49.960 | 50.040 | 7.01 | 0.875 | bicubic | -57.097 | -47.860 | -3 |
1370 | mobilevitv2_075.cvnets_in1k | 256 | 33.423 | 66.577 | 50.133 | 49.867 | 2.87 | 0.888 | bicubic | -58.587 | -48.387 | -72 |
1371 | vgg19_bn.tv_in1k | 224 | 33.307 | 66.693 | 50.877 | 49.123 | 143.68 | 0.875 | bilinear | -57.673 | -47.243 | -16 |
1372 | regnetx_006.pycls_in1k | 224 | 33.277 | 66.723 | 50.327 | 49.673 | 6.20 | 0.875 | bicubic | -57.473 | -47.763 | -12 |
1373 | resnet18.a2_in1k | 224 | 33.267 | 66.733 | 49.520 | 50.480 | 11.69 | 0.950 | bicubic | -54.943 | -47.910 | +41 |
1374 | efficientvit_m2.r224_in1k | 224 | 33.190 | 66.810 | 49.777 | 50.223 | 4.19 | 0.875 | bicubic | -55.750 | -47.573 | +29 |
1375 | repghostnet_100.in1k | 224 | 33.133 | 66.867 | 50.753 | 49.247 | 4.07 | 0.875 | bicubic | -57.527 | -47.357 | -12 |
1376 | edgenext_x_small.in1k | 288 | 33.130 | 66.870 | 49.043 | 50.957 | 2.34 | 1.000 | bicubic | -58.460 | -49.147 | -55 |
1377 | seresnext26t_32x4d.bt_in1k | 288 | 33.073 | 66.927 | 50.247 | 49.753 | 16.81 | 0.950 | bicubic | -60.267 | -48.453 | -238 |
1378 | xcit_nano_12_p16_224.fb_in1k | 224 | 33.037 | 66.963 | 50.070 | 49.930 | 3.05 | 1.000 | bicubic | -55.863 | -47.370 | +27 |
1379 | resnet18.tv_in1k | 224 | 33.023 | 66.977 | 51.143 | 48.857 | 11.69 | 0.875 | bilinear | -55.177 | -45.967 | +36 |
1380 | seresnext26d_32x4d.bt_in1k | 288 | 32.993 | 67.007 | 49.840 | 50.160 | 16.81 | 0.950 | bicubic | -60.057 | -48.710 | -206 |
1381 | mobileone_s0.apple_in1k | 224 | 32.983 | 67.017 | 51.093 | 48.907 | 5.29 | 0.875 | bilinear | -55.797 | -46.137 | +25 |
1382 | hrnet_w18_small.gluon_in1k | 224 | 32.837 | 67.163 | 50.497 | 49.503 | 13.19 | 0.875 | bicubic | -57.473 | -47.263 | -10 |
1383 | legacy_seresnext26_32x4d.in1k | 224 | 32.760 | 67.240 | 49.217 | 50.783 | 16.79 | 0.875 | bicubic | -59.830 | -49.383 | -137 |
1384 | hrnet_w18_small.ms_in1k | 224 | 32.737 | 67.263 | 50.637 | 49.363 | 13.19 | 0.875 | bilinear | -57.143 | -47.253 | -1 |
1385 | edgenext_x_small.in1k | 256 | 32.713 | 67.287 | 48.680 | 51.320 | 2.34 | 0.900 | bicubic | -58.717 | -49.480 | -56 |
1386 | deit_tiny_patch16_224.fb_in1k | 224 | 32.700 | 67.300 | 50.330 | 49.670 | 5.72 | 0.900 | bicubic | -56.940 | -47.630 | +3 |
1387 | legacy_seresnet18.in1k | 224 | 32.677 | 67.323 | 50.327 | 49.673 | 11.78 | 0.875 | bicubic | -56.613 | -47.383 | +8 |
1388 | regnetx_004.pycls_in1k | 224 | 32.603 | 67.397 | 49.387 | 50.613 | 5.16 | 0.875 | bicubic | -56.887 | -48.433 | +3 |
1389 | mobilenetv2_100.ra_in1k | 224 | 32.597 | 67.403 | 50.870 | 49.130 | 3.50 | 0.875 | bicubic | -57.283 | -46.730 | -5 |
1390 | ghostnet_100.in1k | 224 | 32.583 | 67.417 | 50.407 | 49.593 | 5.18 | 0.875 | bicubic | -57.887 | -47.523 | -21 |
1391 | resnet26d.bt_in1k | 288 | 32.477 | 67.523 | 50.093 | 49.907 | 16.01 | 0.950 | bicubic | -60.113 | -48.547 | -147 |
1392 | resnet18.gluon_in1k | 224 | 32.423 | 67.577 | 49.730 | 50.270 | 11.69 | 0.875 | bicubic | -56.267 | -47.380 | +15 |
1393 | regnety_004.pycls_in1k | 224 | 32.393 | 67.607 | 49.460 | 50.540 | 4.34 | 0.875 | bicubic | -58.367 | -48.580 | -36 |
1394 | tf_mixnet_s.in1k | 224 | 32.210 | 67.790 | 48.593 | 51.407 | 4.13 | 0.875 | bicubic | -59.500 | -49.827 | -81 |
1395 | resnet18.a2_in1k | 288 | 32.183 | 67.817 | 47.907 | 52.093 | 11.69 | 1.000 | bicubic | -57.357 | -49.753 | -5 |
1396 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 32.140 | 67.860 | 49.097 | 50.903 | 5.72 | 0.900 | bicubic | -59.810 | -49.233 | -96 |
1397 | resnet26.bt_in1k | 288 | 32.130 | 67.870 | 49.497 | 50.503 | 16.00 | 0.950 | bicubic | -60.030 | -49.053 | -110 |
1398 | tf_mobilenetv3_large_075.in1k | 224 | 31.970 | 68.030 | 49.177 | 50.823 | 3.99 | 0.875 | bilinear | -58.360 | -48.683 | -27 |
1399 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 31.680 | 68.320 | 49.443 | 50.557 | 3.92 | 0.875 | bilinear | -57.520 | -47.847 | 0 |
1400 | resnet18.a3_in1k | 160 | 31.577 | 68.423 | 48.373 | 51.627 | 11.69 | 0.950 | bicubic | -53.463 | -47.567 | +34 |
1401 | efficientvit_m1.r224_in1k | 224 | 31.260 | 68.740 | 48.470 | 51.530 | 2.98 | 0.875 | bicubic | -55.930 | -48.240 | +19 |
1402 | repghostnet_080.in1k | 224 | 30.973 | 69.027 | 48.837 | 51.163 | 3.28 | 0.875 | bicubic | -58.497 | -48.603 | -10 |
1403 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 30.870 | 69.130 | 47.680 | 52.320 | 6.34 | 0.900 | bicubic | -58.540 | -50.020 | -10 |
1404 | tinynet_c.in1k | 184 | 30.537 | 69.463 | 48.543 | 51.457 | 2.46 | 0.875 | bicubic | -57.883 | -48.727 | +6 |
1405 | lcnet_075.ra2_in1k | 224 | 30.383 | 69.617 | 48.763 | 51.237 | 2.36 | 0.875 | bicubic | -56.627 | -47.787 | +19 |
1406 | vgg16_bn.tv_in1k | 224 | 30.380 | 69.620 | 47.317 | 52.683 | 138.37 | 0.875 | bilinear | -60.140 | -50.673 | -38 |
1407 | efficientvit_b0.r224_in1k | 224 | 30.123 | 69.877 | 46.730 | 53.270 | 3.41 | 0.950 | bicubic | -58.147 | -50.150 | +5 |
1408 | resnet18.a3_in1k | 224 | 30.093 | 69.907 | 46.313 | 53.687 | 11.69 | 0.950 | bicubic | -56.927 | -50.357 | +15 |
1409 | resnet10t.c3_in1k | 176 | 29.783 | 70.217 | 47.810 | 52.190 | 5.44 | 0.875 | bicubic | -55.707 | -48.480 | +21 |
1410 | edgenext_xx_small.in1k | 288 | 29.747 | 70.253 | 46.507 | 53.493 | 1.33 | 1.000 | bicubic | -60.063 | -51.283 | -23 |
1411 | mobilevit_xs.cvnets_in1k | 256 | 29.703 | 70.297 | 46.087 | 53.913 | 2.32 | 0.900 | bicubic | -61.567 | -52.143 | -76 |
1412 | regnety_002.pycls_in1k | 224 | 29.683 | 70.317 | 46.823 | 53.177 | 3.16 | 0.875 | bicubic | -58.527 | -50.357 | +1 |
1413 | edgenext_xx_small.in1k | 256 | 29.447 | 70.553 | 46.373 | 53.627 | 1.33 | 0.900 | bicubic | -59.813 | -50.877 | -17 |
1414 | mobilenetv3_small_100.lamb_in1k | 224 | 29.067 | 70.933 | 47.260 | 52.740 | 2.54 | 0.875 | bicubic | -57.133 | -49.210 | +13 |
1415 | mnasnet_small.lamb_in1k | 224 | 28.990 | 71.010 | 47.210 | 52.790 | 2.03 | 0.875 | bicubic | -56.500 | -48.760 | +16 |
1416 | vgg13_bn.tv_in1k | 224 | 28.963 | 71.037 | 46.820 | 53.180 | 133.05 | 0.875 | bilinear | -60.267 | -50.700 | -18 |
1417 | resnet10t.c3_in1k | 224 | 28.907 | 71.093 | 46.967 | 53.033 | 5.44 | 0.950 | bicubic | -57.803 | -49.763 | +9 |
1418 | regnetx_002.pycls_in1k | 224 | 28.867 | 71.133 | 45.607 | 54.393 | 2.68 | 0.875 | bicubic | -58.473 | -51.523 | +1 |
1419 | efficientvit_m0.r224_in1k | 224 | 28.797 | 71.203 | 45.733 | 54.267 | 2.35 | 0.875 | bicubic | -54.543 | -49.897 | +20 |
1420 | resnet14t.c3_in1k | 176 | 28.733 | 71.267 | 46.040 | 53.960 | 10.08 | 0.875 | bicubic | -59.737 | -50.910 | -11 |
1421 | mobilenetv2_050.lamb_in1k | 224 | 28.700 | 71.300 | 46.610 | 53.390 | 1.97 | 0.875 | bicubic | -56.290 | -49.030 | +13 |
1422 | vgg19.tv_in1k | 224 | 28.700 | 71.300 | 45.277 | 54.723 | 143.67 | 0.875 | bilinear | -61.000 | -52.253 | -33 |
1423 | mobilevitv2_050.cvnets_in1k | 256 | 28.607 | 71.393 | 45.287 | 54.713 | 1.37 | 0.888 | bicubic | -60.453 | -52.303 | -22 |
1424 | dla60x_c.in1k | 224 | 28.507 | 71.493 | 46.253 | 53.747 | 1.32 | 0.875 | bilinear | -58.603 | -50.897 | -2 |
1425 | repghostnet_058.in1k | 224 | 28.497 | 71.503 | 46.607 | 53.393 | 2.55 | 0.875 | bicubic | -58.693 | -50.393 | -4 |
1426 | vgg11_bn.tv_in1k | 224 | 28.447 | 71.553 | 46.480 | 53.520 | 132.87 | 0.875 | bilinear | -59.963 | -50.800 | -15 |
1427 | tinynet_d.in1k | 152 | 27.997 | 72.003 | 45.893 | 54.107 | 2.34 | 0.875 | bicubic | -57.483 | -50.127 | +5 |
1428 | vgg16.tv_in1k | 224 | 27.970 | 72.030 | 44.750 | 55.250 | 138.36 | 0.875 | bilinear | -61.430 | -52.750 | -34 |
1429 | resnet14t.c3_in1k | 224 | 27.647 | 72.353 | 44.713 | 55.287 | 10.08 | 0.950 | bicubic | -61.593 | -52.737 | -32 |
1430 | tf_mobilenetv3_small_100.in1k | 224 | 27.570 | 72.430 | 44.910 | 55.090 | 2.54 | 0.875 | bilinear | -58.440 | -51.480 | -2 |
1431 | repghostnet_050.in1k | 224 | 27.140 | 72.860 | 45.050 | 54.950 | 2.31 | 0.875 | bicubic | -58.420 | -51.060 | -2 |
1432 | mixer_l16_224.goog_in21k_ft_in1k | 224 | 26.777 | 73.223 | 37.857 | 62.143 | 208.20 | 0.875 | bicubic | -60.223 | -56.163 | -7 |
1433 | vgg11.tv_in1k | 224 | 26.640 | 73.360 | 43.533 | 56.467 | 132.86 | 0.875 | bilinear | -60.700 | -53.447 | -15 |
1434 | mobilenetv3_small_075.lamb_in1k | 224 | 26.590 | 73.410 | 43.943 | 56.057 | 2.04 | 0.875 | bicubic | -57.550 | -51.557 | +4 |
1435 | dla46x_c.in1k | 224 | 26.403 | 73.597 | 43.907 | 56.093 | 1.07 | 0.875 | bilinear | -59.047 | -52.543 | -2 |
1436 | mobilevit_xxs.cvnets_in1k | 256 | 26.400 | 73.600 | 43.140 | 56.860 | 1.27 | 0.900 | bicubic | -61.570 | -54.050 | -20 |
1437 | vgg13.tv_in1k | 224 | 26.313 | 73.687 | 43.457 | 56.543 | 133.05 | 0.875 | bilinear | -61.237 | -53.663 | -20 |
1438 | tf_mobilenetv3_small_075.in1k | 224 | 26.280 | 73.720 | 43.777 | 56.223 | 2.04 | 0.875 | bilinear | -58.240 | -52.013 | -1 |
1439 | lcnet_050.ra2_in1k | 224 | 26.220 | 73.780 | 44.580 | 55.420 | 1.88 | 0.875 | bicubic | -56.910 | -50.370 | +1 |
1440 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 25.813 | 74.187 | 43.647 | 56.353 | 2.04 | 0.875 | bilinear | -56.827 | -51.343 | +1 |
1441 | dla46_c.in1k | 224 | 25.540 | 74.460 | 43.877 | 56.123 | 1.30 | 0.875 | bilinear | -59.180 | -52.333 | -5 |
1442 | tinynet_e.in1k | 106 | 23.473 | 76.527 | 41.177 | 58.823 | 2.04 | 0.875 | bicubic | -56.367 | -52.823 | 0 |
1443 | mobilenetv3_small_050.lamb_in1k | 224 | 21.793 | 78.207 | 38.930 | 61.070 | 1.59 | 0.875 | bicubic | -56.297 | -54.110 | 0 |
1444 | test_byobnet.r160_in1k | 160 | 17.107 | 82.893 | 33.970 | 66.030 | 0.46 | 0.875 | bicubic | -50.253 | -54.420 | +1 |
1445 | test_efficientnet.r160_in1k | 160 | 16.507 | 83.493 | 32.900 | 67.100 | 0.36 | 0.875 | bicubic | -51.193 | -55.500 | -1 |
1446 | test_vit.r160_in1k | 160 | 13.243 | 86.757 | 27.813 | 72.187 | 0.37 | 0.875 | bicubic | -50.747 | -59.867 | 0 |