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140 KiB
140 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 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 | 97.223 | 2.777 | 1,013.01 | 1.000 | bicubic | -7.343 | -2.567 | +6 |
4 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 90.483 | 9.517 | 97.273 | 2.727 | 305.08 | 1.000 | bicubic | -7.337 | -2.557 | +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 | 97.010 | 2.990 | 1,012.56 | 0.900 | bicubic | -7.733 | -2.760 | +30 |
7 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 88.617 | 11.383 | 95.930 | 4.070 | 1,013.01 | 1.000 | bicubic | -9.393 | -3.970 | -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 | 88.290 | 11.710 | 96.480 | 3.520 | 644.81 | 1.000 | bicubic | -9.470 | -3.340 | +10 |
10 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 87.983 | 12.017 | 95.610 | 4.390 | 305.08 | 1.000 | bicubic | -10.177 | -4.270 | -8 |
11 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 87.510 | 12.490 | 95.753 | 4.247 | 305.08 | 1.000 | bicubic | -10.350 | -4.157 | -3 |
12 | regnety_1280.swag_lc_in1k | 224 | 86.940 | 13.060 | 95.730 | 4.270 | 644.81 | 0.965 | bicubic | -10.480 | -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 | -5.330 | +37 |
14 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 83.980 | 16.020 | 93.897 | 6.103 | 304.53 | 1.000 | bicubic | -13.650 | -5.833 | +15 |
15 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 83.633 | 16.367 | 93.493 | 6.507 | 304.53 | 1.000 | bicubic | -13.597 | -6.227 | +68 |
16 | eva_large_patch14_336.in22k_ft_in1k | 336 | 83.527 | 16.473 | 93.143 | 6.857 | 304.53 | 1.000 | bicubic | -14.303 | -6.697 | -6 |
17 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 83.263 | 16.737 | 93.137 | 6.863 | 632.05 | 1.000 | bicubic | -13.857 | -6.433 | +85 |
18 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 83.063 | 16.937 | 92.867 | 7.133 | 632.46 | 1.000 | bicubic | -14.547 | -6.913 | +13 |
19 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 82.960 | 17.040 | 92.663 | 7.337 | 632.05 | 1.000 | bicubic | -14.390 | -7.137 | +37 |
20 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 82.390 | 17.610 | 92.990 | 7.010 | 304.20 | 1.000 | bicubic | -15.060 | -6.700 | +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 | 81.680 | 18.320 | 92.227 | 7.773 | 304.20 | 1.000 | bicubic | -15.330 | -7.453 | +105 |
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 | 81.433 | 18.567 | 93.307 | 6.693 | 145.05 | 0.965 | bicubic | -15.387 | -6.323 | +140 |
25 | eva_large_patch14_196.in22k_ft_in1k | 196 | 81.297 | 18.703 | 91.553 | 8.447 | 304.14 | 1.000 | bicubic | -16.243 | -8.237 | +12 |
26 | regnety_320.swag_ft_in1k | 384 | 81.270 | 18.730 | 92.737 | 7.263 | 145.05 | 1.000 | bicubic | -16.130 | -7.003 | +21 |
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 | -7.707 | +72 |
28 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 80.090 | 19.910 | 89.340 | 10.660 | 304.53 | 1.000 | bicubic | -17.800 | -10.540 | -22 |
29 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 79.520 | 20.480 | 89.233 | 10.767 | 468.53 | 0.875 | bilinear | -17.270 | -10.467 | +148 |
30 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 78.883 | 21.117 | 88.473 | 11.527 | 194.03 | 0.875 | bilinear | -17.557 | -11.067 | +235 |
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 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 78.523 | 21.477 | 88.583 | 11.417 | 304.53 | 1.000 | bicubic | -18.937 | -11.197 | +10 |
33 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 78.520 | 21.480 | 88.337 | 11.663 | 304.14 | 1.000 | bicubic | -19.100 | -11.473 | -3 |
34 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 78.277 | 21.723 | 88.780 | 11.220 | 304.20 | 1.000 | bicubic | -19.123 | -10.980 | +15 |
35 | regnety_160.swag_lc_in1k | 224 | 78.233 | 21.767 | 91.703 | 8.297 | 83.59 | 0.965 | bicubic | -18.197 | -7.737 | +231 |
36 | regnety_160.swag_ft_in1k | 384 | 77.717 | 22.283 | 90.713 | 9.287 | 83.59 | 1.000 | bicubic | -19.453 | -9.067 | +59 |
37 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 77.523 | 22.477 | 89.330 | 10.670 | 87.12 | 1.000 | bicubic | -20.207 | -10.430 | -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 | 76.347 | 23.653 | 88.517 | 11.483 | 480.31 | 0.936 | bicubic | -21.423 | -11.333 | -21 |
40 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 76.303 | 23.697 | 87.047 | 12.953 | 304.43 | 0.950 | bicubic | -21.457 | -12.803 | -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 | -11.850 | +272 |
42 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 75.970 | 24.030 | 86.617 | 13.383 | 660.29 | 1.000 | bicubic | -21.890 | -13.183 | -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 | -13.063 | +371 |
44 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 75.837 | 24.163 | 86.933 | 13.067 | 660.29 | 1.000 | bicubic | -21.973 | -12.857 | -32 |
45 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 75.603 | 24.397 | 86.940 | 13.060 | 88.79 | 0.875 | bilinear | -20.667 | -12.540 | +267 |
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 | -11.187 | +68 |
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 | +109 |
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 | -33 |
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 | -12.377 | +124 |
50 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 73.447 | 26.553 | 87.200 | 12.800 | 88.59 | 1.000 | bicubic | -23.133 | -12.320 | +171 |
51 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 73.277 | 26.723 | 85.030 | 14.970 | 305.00 | 1.000 | bicubic | -24.533 | -14.830 | -38 |
52 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 73.160 | 26.840 | 85.090 | 14.910 | 305.67 | 1.000 | bicubic | -24.620 | -14.730 | -38 |
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 | +309 |
54 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 71.910 | 28.090 | 83.040 | 16.960 | 475.77 | 1.000 | bicubic | -25.850 | -16.750 | -33 |
55 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 71.763 | 28.237 | 82.820 | 17.180 | 475.32 | 1.000 | bicubic | -25.997 | -17.040 | -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 | 70.837 | 29.163 | 82.220 | 17.780 | 632.13 | 1.000 | bicubic | -26.413 | -17.500 | +19 |
58 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 70.613 | 29.387 | 82.390 | 17.610 | 304.76 | 1.000 | bicubic | -26.967 | -17.390 | -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 | +84 |
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 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 70.433 | 29.567 | 81.620 | 18.380 | 119.88 | 1.000 | bicubic | -27.337 | -18.270 | -45 |
62 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 70.427 | 29.573 | 82.420 | 17.580 | 98.75 | 1.000 | bicubic | -27.223 | -17.380 | -36 |
63 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 70.343 | 29.657 | 81.670 | 18.330 | 212.33 | 1.000 | bicubic | -27.327 | -18.140 | -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 | -18.740 | -40 |
65 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 69.730 | 30.270 | 81.177 | 18.823 | 304.37 | 1.000 | bicubic | -27.580 | -18.503 | 0 |
66 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 69.640 | 30.360 | 80.710 | 19.290 | 119.65 | 1.000 | bicubic | -27.930 | -19.000 | -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 | -16.573 | +439 |
68 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 68.963 | 31.037 | 79.890 | 20.110 | 116.14 | 1.000 | bicubic | -28.367 | -19.700 | -6 |
69 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 68.700 | 31.300 | 82.407 | 17.593 | 86.57 | 1.000 | bicubic | -27.630 | -17.123 | +225 |
70 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 68.530 | 31.470 | 80.987 | 19.013 | 197.96 | 1.000 | bicubic | -29.120 | -18.873 | -43 |
71 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 68.380 | 31.620 | 83.387 | 16.613 | 25.56 | 0.875 | bilinear | -26.870 | -15.813 | +549 |
72 | caformer_b36.sail_in22k_ft_in1k | 224 | 68.323 | 31.677 | 80.650 | 19.350 | 98.75 | 1.000 | bicubic | -29.047 | -19.180 | -21 |
73 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 68.053 | 31.947 | 82.013 | 17.987 | 75.26 | 1.000 | bicubic | -28.897 | -17.607 | +66 |
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 | 67.707 | 32.293 | 81.647 | 18.353 | 75.26 | 1.000 | bicubic | -29.153 | -18.003 | +82 |
77 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 67.593 | 32.407 | 81.013 | 18.987 | 39.57 | 1.000 | bicubic | -29.057 | -18.647 | +127 |
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 | -19.627 | -11 |
79 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 67.293 | 32.707 | 81.813 | 18.187 | 86.86 | 1.000 | bicubic | -29.537 | -17.847 | +83 |
80 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 67.137 | 32.863 | 80.493 | 19.507 | 39.57 | 1.000 | bicubic | -29.363 | -19.157 | +165 |
81 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 67.123 | 32.877 | 78.710 | 21.290 | 304.72 | 1.000 | bicubic | -30.307 | -21.070 | -36 |
82 | tf_efficientnet_b7.ns_jft_in1k | 600 | 67.020 | 32.980 | 81.087 | 18.913 | 66.35 | 0.949 | bicubic | -30.180 | -18.613 | +6 |
83 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 67.003 | 32.997 | 79.723 | 20.277 | 88.72 | 1.000 | bicubic | -30.367 | -19.977 | -31 |
84 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 66.527 | 33.473 | 79.363 | 20.637 | 197.96 | 1.000 | bicubic | -30.873 | -20.387 | -36 |
85 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 66.517 | 33.483 | 78.283 | 21.717 | 73.88 | 1.000 | bicubic | -30.853 | -21.427 | -32 |
86 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 66.510 | 33.490 | 79.427 | 20.573 | 197.77 | 1.000 | bicubic | -30.820 | -20.283 | -25 |
87 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 66.467 | 33.533 | 78.987 | 21.013 | 99.88 | 1.000 | bicubic | -30.983 | -20.763 | -44 |
88 | 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 | -21.817 | +18 |
89 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 66.313 | 33.687 | 80.457 | 19.543 | 75.26 | 1.000 | bicubic | -30.767 | -19.283 | +19 |
90 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 66.250 | 33.750 | 80.497 | 19.503 | 75.26 | 1.000 | bicubic | -30.830 | -19.183 | +19 |
91 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 65.970 | 34.030 | 78.423 | 21.577 | 350.20 | 1.000 | bicubic | -31.290 | -21.317 | -17 |
92 | 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 | -20.520 | +1 |
93 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 65.937 | 34.063 | 78.677 | 21.323 | 86.86 | 1.000 | bicubic | -31.293 | -21.023 | -9 |
94 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 65.893 | 34.107 | 80.890 | 19.110 | 86.57 | 0.900 | bicubic | -30.467 | -18.620 | +190 |
95 | 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 | +39 |
96 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 65.517 | 34.483 | 78.860 | 21.140 | 87.92 | 1.000 | bicubic | -31.743 | -20.940 | -23 |
97 | 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 | -12 |
98 | tf_efficientnet_b6.ns_jft_in1k | 528 | 65.447 | 34.553 | 79.437 | 20.563 | 43.04 | 0.942 | bicubic | -31.583 | -20.273 | +24 |
99 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 65.350 | 34.650 | 78.400 | 21.600 | 56.20 | 1.000 | bicubic | -32.010 | -21.380 | -44 |
100 | convformer_b36.sail_in22k_ft_in1k | 224 | 65.273 | 34.727 | 77.950 | 22.050 | 99.88 | 1.000 | bicubic | -31.957 | -21.800 | -18 |
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 | -20.767 | 0 |
102 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 65.077 | 34.923 | 78.507 | 21.493 | 88.72 | 1.000 | bicubic | -32.053 | -21.213 | -2 |
103 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 64.973 | 35.027 | 77.720 | 22.280 | 672.78 | 0.900 | bicubic | -32.237 | -22.040 | -16 |
104 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 64.820 | 35.180 | 79.227 | 20.773 | 57.87 | 1.000 | bicubic | -32.360 | -20.393 | -12 |
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 | -21.543 | -27 |
107 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 64.727 | 35.273 | 77.703 | 22.297 | 86.57 | 0.950 | bicubic | -31.893 | -21.857 | +103 |
108 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 64.670 | 35.330 | 78.170 | 21.830 | 197.96 | 1.000 | bicubic | -32.670 | -21.610 | -50 |
109 | convnext_large.fb_in22k_ft_in1k | 224 | 64.633 | 35.367 | 77.793 | 22.207 | 197.77 | 1.000 | bicubic | -32.527 | -21.877 | -13 |
110 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 64.577 | 35.423 | 79.007 | 20.993 | 39.57 | 1.000 | bicubic | -32.153 | -20.623 | +77 |
111 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 64.363 | 35.637 | 76.253 | 23.747 | 304.33 | 0.900 | bicubic | -32.367 | -23.347 | +77 |
112 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 64.267 | 35.733 | 78.343 | 21.657 | 39.57 | 1.000 | bicubic | -32.323 | -21.227 | +105 |
113 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 64.173 | 35.827 | 75.903 | 24.097 | 329.09 | 1.000 | bicubic | -32.787 | -23.667 | +22 |
114 | hgnet_base.ssld_in1k | 224 | 64.023 | 35.977 | 76.763 | 23.237 | 71.58 | 1.000 | bicubic | -32.567 | -22.817 | +105 |
115 | 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 | -22.273 | -5 |
116 | convnext_large.fb_in22k_ft_in1k | 288 | 63.940 | 36.060 | 77.323 | 22.677 | 197.77 | 1.000 | bicubic | -33.300 | -22.397 | -36 |
117 | convnextv2_huge.fcmae_ft_in1k | 224 | 63.813 | 36.187 | 76.720 | 23.280 | 660.29 | 1.000 | bicubic | -33.177 | -22.940 | +13 |
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 | +15 |
119 | hrnet_w48_ssld.paddle_in1k | 224 | 63.633 | 36.367 | 76.630 | 23.370 | 77.47 | 1.000 | bilinear | -32.617 | -22.850 | +201 |
120 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 63.617 | 36.383 | 78.487 | 21.513 | 44.82 | 1.000 | bicubic | -33.623 | -21.273 | -42 |
121 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 63.557 | 36.443 | 76.537 | 23.463 | 149.39 | 1.000 | bicubic | -33.783 | -23.193 | -62 |
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 | -21.923 | -62 |
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 | -2 |
124 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 63.157 | 36.843 | 77.070 | 22.930 | 88.72 | 1.000 | bicubic | -34.053 | -22.560 | -38 |
125 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 63.040 | 36.960 | 77.223 | 22.777 | 39.30 | 1.000 | bicubic | -34.240 | -22.497 | -54 |
126 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 63.020 | 36.980 | 76.770 | 23.230 | 87.92 | 0.900 | bicubic | -34.040 | -22.820 | -11 |
127 | 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 | -22.017 | -17 |
128 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 63.010 | 36.990 | 76.693 | 23.307 | 86.57 | 0.950 | bicubic | -33.540 | -22.787 | +104 |
129 | tf_efficientnet_b5.ns_jft_in1k | 456 | 62.883 | 37.117 | 77.723 | 22.277 | 30.39 | 0.934 | bicubic | -34.017 | -21.917 | +17 |
130 | convnext_base.fb_in22k_ft_in1k | 224 | 62.740 | 37.260 | 76.403 | 23.597 | 88.59 | 1.000 | bicubic | -34.300 | -23.267 | -10 |
131 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 62.680 | 37.320 | 75.593 | 24.407 | 86.88 | 1.000 | bicubic | -34.560 | -24.137 | -50 |
132 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 62.417 | 37.583 | 76.617 | 23.383 | 86.58 | 0.900 | bicubic | -34.513 | -23.033 | +9 |
133 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 62.400 | 37.600 | 76.733 | 23.267 | 118.52 | 1.000 | bicubic | -34.920 | -22.907 | -69 |
134 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 62.387 | 37.613 | 76.653 | 23.347 | 118.52 | 1.000 | bicubic | -34.483 | -22.967 | +20 |
135 | 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 | -24.640 | -46 |
136 | convnext_base.fb_in22k_ft_in1k | 288 | 62.243 | 37.757 | 76.173 | 23.827 | 88.59 | 1.000 | bicubic | -34.997 | -23.507 | -59 |
137 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 62.243 | 37.757 | 75.677 | 24.323 | 86.58 | 0.900 | bicubic | -34.847 | -24.033 | -30 |
138 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 62.140 | 37.860 | 75.433 | 24.567 | 208.12 | 1.000 | bicubic | -34.770 | -24.027 | +7 |
139 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 62.120 | 37.880 | 75.600 | 24.400 | 208.12 | 1.000 | bicubic | -35.210 | -24.150 | -76 |
140 | hgnet_base.ssld_in1k | 288 | 62.120 | 37.880 | 75.247 | 24.753 | 71.58 | 1.000 | bicubic | -34.700 | -24.383 | +26 |
141 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 62.103 | 37.897 | 75.540 | 24.460 | 57.05 | 1.000 | bicubic | -35.267 | -24.140 | -87 |
142 | hrnet_w48_ssld.paddle_in1k | 288 | 62.067 | 37.933 | 75.293 | 24.707 | 77.47 | 1.000 | bilinear | -34.493 | -24.357 | +86 |
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 | +1 |
144 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 61.920 | 38.080 | 74.723 | 25.277 | 86.59 | 1.000 | bicubic | -34.950 | -24.787 | +9 |
145 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 61.487 | 38.513 | 76.003 | 23.997 | 86.53 | 0.900 | bicubic | -35.283 | -23.547 | +35 |
146 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 61.487 | 38.513 | 74.580 | 25.420 | 64.11 | 0.950 | bicubic | -35.333 | -25.120 | +23 |
147 | convnextv2_huge.fcmae_ft_in1k | 288 | 61.260 | 38.740 | 74.420 | 25.580 | 660.29 | 1.000 | bicubic | -36.010 | -25.290 | -75 |
148 | 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 |
149 | tf_efficientnet_b4.ns_jft_in1k | 380 | 61.107 | 38.893 | 76.060 | 23.940 | 19.34 | 0.922 | bicubic | -35.603 | -23.390 | +43 |
150 | maxvit_base_tf_512.in1k | 512 | 61.027 | 38.973 | 73.977 | 26.023 | 119.88 | 1.000 | bicubic | -36.163 | -25.673 | -60 |
151 | convformer_m36.sail_in22k_ft_in1k | 224 | 60.910 | 39.090 | 74.460 | 25.540 | 57.05 | 1.000 | bicubic | -36.160 | -25.170 | -38 |
152 | nextvit_base.bd_ssld_6m_in1k | 224 | 60.793 | 39.207 | 76.337 | 23.663 | 44.82 | 0.950 | bicubic | -36.087 | -23.343 | -2 |
153 | caformer_s36.sail_in22k_ft_in1k | 224 | 60.680 | 39.320 | 75.087 | 24.913 | 39.30 | 1.000 | bicubic | -36.150 | -24.643 | +10 |
154 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 60.393 | 39.607 | 75.693 | 24.307 | 31.76 | 1.000 | bicubic | -36.697 | -23.917 | -50 |
155 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 60.300 | 39.700 | 73.740 | 26.260 | 88.30 | 1.000 | bicubic | -36.300 | -25.730 | +61 |
156 | 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 |
157 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 60.257 | 39.743 | 75.120 | 24.880 | 54.14 | 1.000 | bicubic | -36.763 | -24.500 | -31 |
158 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 60.197 | 39.803 | 74.993 | 25.007 | 54.14 | 1.000 | bicubic | -36.313 | -24.597 | +86 |
159 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 60.197 | 39.803 | 73.853 | 26.147 | 86.86 | 1.000 | bicubic | -36.843 | -25.827 | -41 |
160 | 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 | +43 |
161 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 60.117 | 39.883 | 73.360 | 26.640 | 88.34 | 1.000 | bicubic | -36.453 | -26.160 | +65 |
162 | convnextv2_large.fcmae_ft_in1k | 224 | 60.107 | 39.893 | 74.393 | 25.607 | 197.96 | 1.000 | bicubic | -36.723 | -25.227 | -1 |
163 | hgnet_small.ssld_in1k | 224 | 60.077 | 39.923 | 75.063 | 24.937 | 24.36 | 1.000 | bicubic | -35.963 | -24.497 | +216 |
164 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 59.927 | 40.073 | 74.487 | 25.513 | 50.22 | 1.000 | bicubic | -37.213 | -25.153 | -66 |
165 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 59.883 | 40.117 | 73.863 | 26.137 | 40.01 | 1.000 | bicubic | -37.167 | -25.837 | -48 |
166 | maxvit_large_tf_512.in1k | 512 | 59.883 | 40.117 | 72.803 | 27.197 | 212.33 | 1.000 | bicubic | -37.177 | -26.887 | -50 |
167 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 59.640 | 40.360 | 73.267 | 26.733 | 93.59 | 1.000 | bicubic | -37.700 | -26.443 | -110 |
168 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 59.560 | 40.440 | 74.657 | 25.343 | 21.27 | 1.000 | bicubic | -37.330 | -24.963 | -21 |
169 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 59.547 | 40.453 | 74.917 | 25.083 | 19.80 | 1.000 | bicubic | -36.473 | -24.563 | +220 |
170 | 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 | -25.733 | +31 |
171 | 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 | +76 |
172 | maxvit_base_tf_384.in1k | 384 | 59.167 | 40.833 | 71.723 | 28.277 | 119.65 | 1.000 | bicubic | -37.953 | -27.977 | -69 |
173 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 59.017 | 40.983 | 74.100 | 25.900 | 21.23 | 1.000 | bicubic | -37.933 | -25.510 | -35 |
174 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 59.017 | 40.983 | 73.863 | 26.137 | 88.22 | 0.900 | bicubic | -35.733 | -25.187 | +591 |
175 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 58.963 | 41.037 | 72.720 | 27.280 | 93.59 | 1.000 | bicubic | -38.337 | -27.060 | -109 |
176 | convformer_s36.sail_in22k_ft_in1k | 224 | 58.890 | 41.110 | 72.837 | 27.163 | 40.01 | 1.000 | bicubic | -37.670 | -26.783 | +53 |
177 | volo_d5_512.sail_in1k | 512 | 58.773 | 41.227 | 73.130 | 26.870 | 296.09 | 1.150 | bicubic | -38.527 | -26.650 | -109 |
178 | volo_d5_448.sail_in1k | 448 | 58.693 | 41.307 | 72.980 | 27.020 | 295.91 | 1.150 | bicubic | -38.557 | -26.780 | -104 |
179 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 58.693 | 41.307 | 71.857 | 28.143 | 328.99 | 0.900 | bicubic | -37.537 | -27.663 | +148 |
180 | convnext_small.in12k_ft_in1k_384 | 384 | 58.640 | 41.360 | 72.643 | 27.357 | 50.22 | 1.000 | bicubic | -38.350 | -27.017 | -51 |
181 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 58.640 | 41.360 | 72.060 | 27.940 | 93.59 | 1.000 | bicubic | -38.450 | -27.550 | -76 |
182 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 58.583 | 41.417 | 73.227 | 26.773 | 88.30 | 0.950 | bicubic | -37.817 | -26.393 | +92 |
183 | nextvit_small.bd_ssld_6m_in1k | 224 | 58.580 | 41.420 | 74.237 | 25.763 | 31.76 | 0.950 | bicubic | -38.030 | -25.293 | +31 |
184 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 58.480 | 41.520 | 73.013 | 26.987 | 22.13 | 1.000 | bicubic | -38.210 | -26.457 | +12 |
185 | maxvit_large_tf_384.in1k | 384 | 58.420 | 41.580 | 71.103 | 28.897 | 212.03 | 1.000 | bicubic | -38.540 | -28.617 | -49 |
186 | deit3_large_patch16_384.fb_in1k | 384 | 58.327 | 41.673 | 72.947 | 27.053 | 304.76 | 1.000 | bicubic | -38.533 | -26.723 | -27 |
187 | efficientvit_l3.r384_in1k | 384 | 58.283 | 41.717 | 72.603 | 27.397 | 246.04 | 1.000 | bicubic | -38.427 | -27.037 | +6 |
188 | hgnet_small.ssld_in1k | 288 | 58.223 | 41.777 | 73.760 | 26.240 | 24.36 | 1.000 | bicubic | -38.177 | -25.770 | +82 |
189 | convnext_small.fb_in22k_ft_in1k | 224 | 58.223 | 41.777 | 72.943 | 27.057 | 50.22 | 1.000 | bicubic | -38.237 | -26.667 | +70 |
190 | deit3_huge_patch14_224.fb_in1k | 224 | 58.137 | 41.863 | 72.137 | 27.863 | 632.13 | 0.900 | bicubic | -38.443 | -27.503 | +34 |
191 | convnextv2_large.fcmae_ft_in1k | 288 | 58.063 | 41.937 | 72.560 | 27.440 | 197.96 | 1.000 | bicubic | -38.787 | -27.210 | -31 |
192 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 58.007 | 41.993 | 71.897 | 28.103 | 186.27 | 1.000 | bicubic | -39.013 | -27.773 | -67 |
193 | tf_efficientnet_b8.ap_in1k | 672 | 57.903 | 42.097 | 72.943 | 27.057 | 87.41 | 0.954 | bicubic | -38.667 | -26.607 | +32 |
194 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 57.680 | 42.320 | 72.820 | 27.180 | 19.80 | 1.000 | bicubic | -38.280 | -26.600 | +216 |
195 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 57.670 | 42.330 | 71.337 | 28.663 | 93.59 | 1.000 | bicubic | -39.510 | -28.413 | -104 |
196 | efficientvit_l3.r320_in1k | 320 | 57.607 | 42.393 | 71.553 | 28.447 | 246.04 | 1.000 | bicubic | -39.133 | -27.877 | -10 |
197 | convnext_small.fb_in22k_ft_in1k | 288 | 57.603 | 42.397 | 72.497 | 27.503 | 50.22 | 1.000 | bicubic | -39.267 | -27.093 | -42 |
198 | efficientvit_l3.r224_in1k | 224 | 57.533 | 42.467 | 71.353 | 28.647 | 246.04 | 1.000 | bicubic | -38.957 | -28.197 | +54 |
199 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 57.513 | 42.487 | 71.613 | 28.387 | 60.40 | 0.950 | bicubic | -39.047 | -28.067 | +31 |
200 | mvitv2_large.fb_in1k | 224 | 57.497 | 42.503 | 70.760 | 29.240 | 217.99 | 0.900 | bicubic | -38.933 | -28.750 | +68 |
201 | cait_m48_448.fb_dist_in1k | 448 | 57.430 | 42.570 | 71.797 | 28.203 | 356.46 | 1.000 | bicubic | -39.460 | -27.863 | -52 |
202 | cait_m36_384.fb_dist_in1k | 384 | 57.407 | 42.593 | 72.310 | 27.690 | 271.22 | 1.000 | bicubic | -39.413 | -27.420 | -35 |
203 | tf_efficientnet_b3.ns_jft_in1k | 300 | 57.403 | 42.597 | 72.437 | 27.563 | 12.23 | 0.904 | bicubic | -38.717 | -27.083 | +146 |
204 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 57.357 | 42.643 | 73.160 | 26.840 | 16.29 | 1.000 | bicubic | -38.373 | -26.270 | +280 |
205 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 57.323 | 42.677 | 72.923 | 27.077 | 19.80 | 1.000 | bicubic | -38.967 | -26.707 | +101 |
206 | volo_d4_448.sail_in1k | 448 | 57.273 | 42.727 | 71.427 | 28.573 | 193.41 | 1.150 | bicubic | -39.797 | -28.343 | -94 |
207 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 57.160 | 42.840 | 72.553 | 27.447 | 21.20 | 0.950 | bicubic | -39.240 | -26.907 | +65 |
208 | 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 | -27.990 | +415 |
209 | efficientvit_l3.r256_in1k | 256 | 56.963 | 43.037 | 70.800 | 29.200 | 246.04 | 1.000 | bicubic | -39.677 | -28.490 | -2 |
210 | maxvit_small_tf_512.in1k | 512 | 56.947 | 43.053 | 70.953 | 29.047 | 69.13 | 1.000 | bicubic | -40.233 | -28.737 | -116 |
211 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 56.903 | 43.097 | 72.693 | 27.307 | 16.29 | 1.000 | bicubic | -38.757 | -26.707 | +298 |
212 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 56.877 | 43.123 | 70.697 | 29.303 | 86.57 | 0.900 | bicubic | -39.423 | -28.873 | +93 |
213 | convnext_small.in12k_ft_in1k | 224 | 56.790 | 43.210 | 71.100 | 28.900 | 50.22 | 1.000 | bicubic | -39.720 | -28.420 | +29 |
214 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 56.677 | 43.323 | 69.747 | 30.253 | 38.85 | 1.000 | bicubic | -39.473 | -29.743 | +128 |
215 | efficientvit_l2.r288_in1k | 288 | 56.530 | 43.470 | 70.143 | 29.857 | 63.71 | 1.000 | bicubic | -40.110 | -29.377 | -9 |
216 | deit3_large_patch16_224.fb_in1k | 224 | 56.487 | 43.513 | 70.483 | 29.517 | 304.37 | 0.900 | bicubic | -39.743 | -28.927 | +113 |
217 | hgnet_tiny.ssld_in1k | 224 | 56.440 | 43.560 | 72.130 | 27.870 | 14.74 | 1.000 | bicubic | -38.860 | -27.100 | +390 |
218 | rdnet_large.nv_in1k | 224 | 56.437 | 43.563 | 70.163 | 29.837 | 186.27 | 0.900 | bicubic | -39.923 | -29.387 | +68 |
219 | volo_d5_224.sail_in1k | 224 | 56.387 | 43.613 | 70.687 | 29.313 | 295.46 | 0.960 | bicubic | -40.503 | -29.023 | -71 |
220 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 56.380 | 43.620 | 71.253 | 28.747 | 188.93 | 1.000 | bicubic | -40.410 | -28.277 | -44 |
221 | flexivit_large.1200ep_in1k | 240 | 56.263 | 43.737 | 71.567 | 28.433 | 304.36 | 0.950 | bicubic | -40.537 | -28.053 | -47 |
222 | dm_nfnet_f5.dm_in1k | 416 | 56.260 | 43.740 | 70.100 | 29.900 | 377.21 | 0.954 | bicubic | -40.550 | -29.500 | -51 |
223 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 56.063 | 43.937 | 71.803 | 28.197 | 28.64 | 1.000 | bicubic | -40.567 | -27.787 | -15 |
224 | flexivit_large.600ep_in1k | 240 | 56.060 | 43.940 | 71.213 | 28.787 | 304.36 | 0.950 | bicubic | -40.690 | -28.337 | -41 |
225 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 55.997 | 44.003 | 70.683 | 29.317 | 188.93 | 1.000 | bicubic | -40.633 | -28.797 | -16 |
226 | 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 | -28.973 | +25 |
227 | dm_nfnet_f6.dm_in1k | 448 | 55.900 | 44.100 | 69.860 | 30.140 | 438.36 | 0.956 | bicubic | -41.030 | -29.860 | -87 |
228 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 55.853 | 44.147 | 71.277 | 28.723 | 26.34 | 1.000 | bicubic | -40.657 | -28.313 | +13 |
229 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 55.837 | 44.163 | 72.200 | 27.800 | 88.22 | 0.900 | bicubic | -38.603 | -26.980 | +628 |
230 | 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 | +16 |
231 | efficientvit_l2.r384_in1k | 384 | 55.720 | 44.280 | 69.907 | 30.093 | 63.71 | 1.000 | bicubic | -40.970 | -29.693 | -32 |
232 | flexivit_large.300ep_in1k | 240 | 55.697 | 44.303 | 70.690 | 29.310 | 304.36 | 0.950 | bicubic | -40.993 | -28.890 | -34 |
233 | regnety_160.sw_in12k_ft_in1k | 224 | 55.683 | 44.317 | 70.107 | 29.893 | 83.59 | 1.000 | bicubic | -40.767 | -29.503 | +28 |
234 | regnety_160.lion_in12k_ft_in1k | 224 | 55.647 | 44.353 | 69.927 | 30.073 | 83.59 | 1.000 | bicubic | -40.893 | -29.533 | +1 |
235 | convnext_small.in12k_ft_in1k | 288 | 55.643 | 44.357 | 70.597 | 29.403 | 50.22 | 1.000 | bicubic | -40.947 | -29.093 | -17 |
236 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 55.560 | 44.440 | 68.980 | 31.020 | 69.90 | 0.900 | bicubic | -40.820 | -30.440 | +45 |
237 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 55.390 | 44.610 | 71.037 | 28.963 | 19.80 | 1.000 | bicubic | -40.870 | -28.293 | +78 |
238 | convnextv2_base.fcmae_ft_in1k | 224 | 55.273 | 44.727 | 69.613 | 30.387 | 88.72 | 1.000 | bicubic | -41.037 | -29.917 | +63 |
239 | hrnet_w18_ssld.paddle_in1k | 224 | 55.113 | 44.887 | 69.853 | 30.147 | 21.30 | 1.000 | bilinear | -39.987 | -29.477 | +436 |
240 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 55.100 | 44.900 | 71.247 | 28.753 | 16.29 | 1.000 | bicubic | -40.940 | -28.343 | +138 |
241 | caformer_b36.sail_in1k_384 | 384 | 55.043 | 44.957 | 67.993 | 32.007 | 98.75 | 1.000 | bicubic | -42.117 | -31.617 | -144 |
242 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 54.977 | 45.023 | 70.010 | 29.990 | 26.77 | 1.000 | bicubic | -41.813 | -29.540 | -67 |
243 | caformer_m36.sail_in1k_384 | 384 | 54.947 | 45.053 | 68.360 | 31.640 | 56.20 | 1.000 | bicubic | -42.073 | -31.350 | -120 |
244 | 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 | -102 |
245 | 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 | +138 |
246 | regnetz_e8.ra3_in1k | 256 | 54.743 | 45.257 | 68.667 | 31.333 | 57.70 | 1.000 | bicubic | -41.607 | -30.893 | +44 |
247 | volo_d4_224.sail_in1k | 224 | 54.713 | 45.287 | 68.827 | 31.173 | 192.96 | 0.960 | bicubic | -42.067 | -30.793 | -69 |
248 | dm_nfnet_f4.dm_in1k | 384 | 54.697 | 45.303 | 68.933 | 31.067 | 316.07 | 0.951 | bicubic | -42.043 | -30.667 | -64 |
249 | maxvit_tiny_tf_512.in1k | 512 | 54.647 | 45.353 | 68.887 | 31.113 | 31.05 | 1.000 | bicubic | -42.323 | -30.773 | -117 |
250 | efficientvit_l2.r224_in1k | 224 | 54.607 | 45.393 | 67.937 | 32.063 | 63.71 | 1.000 | bicubic | -41.653 | -31.553 | +68 |
251 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 54.590 | 45.410 | 70.637 | 29.363 | 11.22 | 1.000 | bicubic | -40.310 | -28.443 | +475 |
252 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 54.580 | 45.420 | 68.360 | 31.640 | 22.21 | 1.000 | bicubic | -42.090 | -31.300 | -50 |
253 | hgnet_tiny.ssld_in1k | 288 | 54.550 | 45.450 | 70.540 | 29.460 | 14.74 | 1.000 | bicubic | -41.040 | -28.920 | +272 |
254 | caformer_s36.sail_in1k_384 | 384 | 54.513 | 45.487 | 68.643 | 31.357 | 39.30 | 1.000 | bicubic | -42.357 | -31.017 | -103 |
255 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 54.467 | 45.533 | 70.910 | 29.090 | 16.29 | 1.000 | bicubic | -41.503 | -28.210 | +149 |
256 | tf_efficientnetv2_l.in1k | 384 | 54.437 | 45.563 | 68.557 | 31.443 | 118.52 | 1.000 | bicubic | -42.113 | -30.953 | -22 |
257 | convnext_large.fb_in1k | 224 | 54.387 | 45.613 | 68.670 | 31.330 | 197.77 | 1.000 | bicubic | -41.723 | -30.800 | +95 |
258 | dm_nfnet_f5.dm_in1k | 544 | 54.387 | 45.613 | 68.570 | 31.430 | 377.21 | 0.954 | bicubic | -42.633 | -31.100 | -133 |
259 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 54.380 | 45.620 | 69.533 | 30.467 | 98.95 | 1.000 | bicubic | -42.090 | -30.127 | -4 |
260 | dm_nfnet_f3.dm_in1k | 320 | 54.370 | 45.630 | 68.467 | 31.533 | 254.92 | 0.940 | bicubic | -41.990 | -31.123 | +23 |
261 | maxvit_small_tf_384.in1k | 384 | 54.327 | 45.673 | 68.160 | 31.840 | 69.02 | 1.000 | bicubic | -42.403 | -31.550 | -71 |
262 | efficientvit_l2.r256_in1k | 256 | 54.320 | 45.680 | 67.917 | 32.083 | 63.71 | 1.000 | bicubic | -42.160 | -31.563 | -8 |
263 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 54.297 | 45.703 | 68.963 | 31.037 | 189.10 | 1.000 | bicubic | -42.013 | -30.537 | +40 |
264 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 54.290 | 45.710 | 69.820 | 30.180 | 30.39 | 1.000 | bicubic | -42.520 | -29.910 | -92 |
265 | inception_next_base.sail_in1k_384 | 384 | 54.233 | 45.767 | 68.490 | 31.510 | 86.67 | 1.000 | bicubic | -42.497 | -31.060 | -76 |
266 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 54.197 | 45.803 | 70.273 | 29.727 | 936.53 | 1.000 | bilinear | -42.663 | -29.347 | -109 |
267 | efficientnetv2_rw_m.agc_in1k | 320 | 54.183 | 45.817 | 69.040 | 30.960 | 53.24 | 1.000 | bicubic | -42.007 | -30.420 | +68 |
268 | regnety_160.sw_in12k_ft_in1k | 288 | 54.157 | 45.843 | 68.857 | 31.143 | 83.59 | 1.000 | bicubic | -42.663 | -30.803 | -103 |
269 | caformer_s18.sail_in22k_ft_in1k | 224 | 54.113 | 45.887 | 69.680 | 30.320 | 26.34 | 1.000 | bicubic | -41.917 | -29.810 | +111 |
270 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 54.097 | 45.903 | 68.783 | 31.217 | 36.47 | 1.000 | bicubic | -41.963 | -30.767 | +99 |
271 | regnety_160.lion_in12k_ft_in1k | 288 | 54.090 | 45.910 | 68.860 | 31.140 | 83.59 | 1.000 | bicubic | -42.720 | -30.730 | -101 |
272 | tf_efficientnet_b5.ap_in1k | 456 | 53.943 | 46.057 | 69.230 | 30.770 | 30.39 | 0.934 | bicubic | -42.147 | -30.260 | +86 |
273 | regnety_120.sw_in12k_ft_in1k | 224 | 53.940 | 46.060 | 68.917 | 31.083 | 51.82 | 1.000 | bicubic | -42.260 | -30.593 | +60 |
274 | volo_d3_448.sail_in1k | 448 | 53.937 | 46.063 | 67.953 | 32.047 | 86.63 | 1.000 | bicubic | -43.103 | -31.747 | -155 |
275 | caformer_b36.sail_in1k | 224 | 53.927 | 46.073 | 66.600 | 33.400 | 98.75 | 1.000 | bicubic | -42.613 | -33.100 | -39 |
276 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 53.903 | 46.097 | 69.743 | 30.257 | 28.64 | 1.000 | bicubic | -42.177 | -29.497 | +87 |
277 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 53.700 | 46.300 | 69.837 | 30.163 | 11.22 | 1.000 | bicubic | -41.510 | -29.483 | +364 |
278 | dm_nfnet_f6.dm_in1k | 576 | 53.660 | 46.340 | 68.183 | 31.817 | 438.36 | 0.956 | bicubic | -43.320 | -31.577 | -147 |
279 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 53.657 | 46.343 | 68.307 | 31.693 | 84.32 | 1.000 | bicubic | -42.863 | -31.263 | -39 |
280 | 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 | -30.327 | +115 |
281 | tf_efficientnet_b6.ap_in1k | 528 | 53.577 | 46.423 | 68.583 | 31.417 | 43.04 | 0.942 | bicubic | -42.783 | -31.027 | +4 |
282 | cait_s36_384.fb_dist_in1k | 384 | 53.523 | 46.477 | 68.010 | 31.990 | 68.37 | 1.000 | bicubic | -43.117 | -31.590 | -77 |
283 | tf_efficientnet_b2.ns_jft_in1k | 260 | 53.500 | 46.500 | 70.357 | 29.643 | 9.11 | 0.890 | bicubic | -42.030 | -28.943 | +258 |
284 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 53.463 | 46.537 | 68.777 | 31.223 | 32.59 | 1.000 | bicubic | -42.817 | -30.663 | +26 |
285 | dm_nfnet_f3.dm_in1k | 416 | 53.437 | 46.563 | 67.580 | 32.420 | 254.92 | 0.940 | bicubic | -43.173 | -32.050 | -73 |
286 | deit3_base_patch16_224.fb_in1k | 224 | 53.430 | 46.570 | 67.577 | 32.423 | 86.59 | 0.900 | bicubic | -42.350 | -31.863 | +185 |
287 | deit3_base_patch16_384.fb_in1k | 384 | 53.417 | 46.583 | 67.593 | 32.407 | 86.88 | 1.000 | bicubic | -42.813 | -31.707 | +41 |
288 | convformer_s18.sail_in22k_ft_in1k | 224 | 53.410 | 46.590 | 68.627 | 31.373 | 26.77 | 1.000 | bicubic | -42.680 | -30.523 | +72 |
289 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 53.387 | 46.613 | 68.153 | 31.847 | 88.30 | 1.000 | bicubic | -42.523 | -31.207 | +131 |
290 | convnextv2_base.fcmae_ft_in1k | 288 | 53.387 | 46.613 | 67.783 | 32.217 | 88.72 | 1.000 | bicubic | -43.113 | -31.847 | -41 |
291 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 53.360 | 46.640 | 68.117 | 31.883 | 84.32 | 1.000 | bicubic | -43.420 | -31.553 | -112 |
292 | tf_efficientnet_b7.ap_in1k | 600 | 53.320 | 46.680 | 68.900 | 31.100 | 66.35 | 0.949 | bicubic | -43.040 | -30.620 | -10 |
293 | hrnet_w18_ssld.paddle_in1k | 288 | 53.293 | 46.707 | 68.113 | 31.887 | 21.30 | 1.000 | bilinear | -42.467 | -31.297 | +183 |
294 | maxvit_base_tf_224.in1k | 224 | 53.287 | 46.713 | 66.233 | 33.767 | 119.47 | 0.950 | bicubic | -43.063 | -33.147 | -3 |
295 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 53.253 | 46.747 | 69.073 | 30.927 | 21.46 | 1.000 | bicubic | -43.217 | -30.487 | -39 |
296 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 53.250 | 46.750 | 69.130 | 30.870 | 21.46 | 1.000 | bicubic | -42.660 | -30.100 | +126 |
297 | 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 | -100 |
298 | tf_efficientnetv2_l.in1k | 480 | 53.193 | 46.807 | 67.867 | 32.133 | 118.52 | 1.000 | bicubic | -43.537 | -31.743 | -107 |
299 | tf_efficientnet_b8.ra_in1k | 672 | 53.170 | 46.830 | 68.950 | 31.050 | 87.41 | 0.954 | bicubic | -43.530 | -30.630 | -104 |
300 | hiera_base_224.mae_in1k_ft_in1k | 224 | 53.163 | 46.837 | 67.490 | 32.510 | 51.52 | 0.900 | bicubic | -43.187 | -31.870 | -8 |
301 | convnext_large.fb_in1k | 288 | 53.143 | 46.857 | 67.817 | 32.183 | 197.77 | 1.000 | bicubic | -43.247 | -31.653 | -26 |
302 | tf_efficientnet_b4.ap_in1k | 380 | 53.113 | 46.887 | 68.280 | 31.720 | 19.34 | 0.922 | bicubic | -42.387 | -30.830 | +242 |
303 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 53.113 | 46.887 | 67.953 | 32.047 | 32.59 | 1.000 | bicubic | -43.167 | -31.467 | +9 |
304 | regnetz_e8.ra3_in1k | 320 | 53.063 | 46.937 | 67.167 | 32.833 | 57.70 | 1.000 | bicubic | -43.547 | -32.443 | -91 |
305 | maxvit_large_tf_224.in1k | 224 | 53.010 | 46.990 | 65.427 | 34.573 | 211.79 | 0.950 | bicubic | -43.320 | -34.053 | -7 |
306 | 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 | -31.340 | -68 |
307 | rexnetr_300.sw_in12k_ft_in1k | 224 | 52.927 | 47.073 | 69.060 | 30.940 | 34.81 | 1.000 | bicubic | -43.103 | -30.360 | +77 |
308 | convnext_tiny.in12k_ft_in1k_384 | 384 | 52.890 | 47.110 | 68.400 | 31.600 | 28.59 | 1.000 | bicubic | -43.690 | -31.260 | -88 |
309 | rdnet_small.nv_in1k | 224 | 52.817 | 47.183 | 67.513 | 32.487 | 50.44 | 0.900 | bicubic | -43.013 | -31.917 | +142 |
310 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 52.803 | 47.197 | 66.857 | 33.143 | 22.06 | 1.000 | bicubic | -43.017 | -32.493 | +145 |
311 | 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 | -33.057 | +30 |
312 | rdnet_base.nv_in1k | 224 | 52.693 | 47.307 | 66.903 | 33.097 | 87.45 | 0.900 | bicubic | -43.377 | -32.417 | +55 |
313 | volo_d3_224.sail_in1k | 224 | 52.653 | 47.347 | 66.300 | 33.700 | 86.33 | 0.960 | bicubic | -43.807 | -33.250 | -55 |
314 | maxvit_tiny_tf_384.in1k | 384 | 52.587 | 47.413 | 66.707 | 33.293 | 30.98 | 1.000 | bicubic | -43.993 | -32.863 | -92 |
315 | efficientvit_l1.r224_in1k | 224 | 52.520 | 47.480 | 65.647 | 34.353 | 52.65 | 1.000 | bicubic | -43.450 | -33.533 | +94 |
316 | regnety_120.sw_in12k_ft_in1k | 288 | 52.477 | 47.523 | 67.500 | 32.500 | 51.82 | 1.000 | bicubic | -44.083 | -31.980 | -89 |
317 | dm_nfnet_f4.dm_in1k | 512 | 52.400 | 47.600 | 66.920 | 33.080 | 316.07 | 0.951 | bicubic | -44.550 | -32.710 | -180 |
318 | tf_efficientnet_b7.ra_in1k | 600 | 52.373 | 47.627 | 68.197 | 31.803 | 66.35 | 0.949 | bicubic | -44.237 | -31.383 | -103 |
319 | efficientnetv2_rw_m.agc_in1k | 416 | 52.347 | 47.653 | 67.263 | 32.737 | 53.24 | 1.000 | bicubic | -43.933 | -32.297 | -10 |
320 | ecaresnet269d.ra2_in1k | 320 | 52.347 | 47.653 | 66.717 | 33.283 | 102.09 | 1.000 | bicubic | -44.033 | -32.753 | -41 |
321 | tf_efficientnetv2_m.in1k | 384 | 52.337 | 47.663 | 67.097 | 32.903 | 54.14 | 1.000 | bicubic | -43.683 | -32.253 | +70 |
322 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 52.327 | 47.673 | 66.210 | 33.790 | 63.95 | 0.950 | bicubic | -43.793 | -33.260 | +29 |
323 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 52.310 | 47.690 | 66.847 | 33.153 | 47.63 | 1.000 | bicubic | -44.510 | -32.833 | -154 |
324 | inception_next_base.sail_in1k | 224 | 52.293 | 47.707 | 65.843 | 34.157 | 86.67 | 0.950 | bicubic | -43.617 | -33.597 | +100 |
325 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 52.257 | 47.743 | 70.470 | 29.530 | 11.69 | 0.875 | bilinear | -38.803 | -27.730 | +1015 |
326 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 52.223 | 47.777 | 66.883 | 33.117 | 84.40 | 1.000 | bicubic | -44.037 | -32.727 | -9 |
327 | convformer_b36.sail_in1k_384 | 384 | 52.207 | 47.793 | 66.350 | 33.650 | 99.88 | 1.000 | bicubic | -44.663 | -33.300 | -175 |
328 | deit_base_distilled_patch16_384.fb_in1k | 384 | 52.203 | 47.797 | 67.717 | 32.283 | 87.63 | 1.000 | bicubic | -44.307 | -31.873 | -85 |
329 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 52.200 | 47.800 | 68.813 | 31.187 | 11.22 | 1.000 | bicubic | -43.360 | -30.627 | +207 |
330 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 52.197 | 47.803 | 67.093 | 32.907 | 32.59 | 1.000 | bicubic | -44.483 | -32.467 | -130 |
331 | convformer_m36.sail_in1k_384 | 384 | 52.167 | 47.833 | 65.930 | 34.070 | 57.05 | 1.000 | bicubic | -44.603 | -33.680 | -151 |
332 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 52.163 | 47.837 | 66.730 | 33.270 | 47.63 | 1.000 | bicubic | -44.387 | -32.830 | -100 |
333 | nextvit_large.bd_in1k_384 | 384 | 52.143 | 47.857 | 67.460 | 32.540 | 57.87 | 1.000 | bicubic | -44.317 | -32.150 | -74 |
334 | convnext_base.fb_in1k | 224 | 52.143 | 47.857 | 67.113 | 32.887 | 88.59 | 1.000 | bicubic | -43.807 | -32.277 | +83 |
335 | convnext_tiny.in12k_ft_in1k | 224 | 52.117 | 47.883 | 67.613 | 32.387 | 28.59 | 1.000 | bicubic | -43.943 | -31.937 | +33 |
336 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 52.077 | 47.923 | 66.877 | 33.123 | 28.59 | 1.000 | bicubic | -44.083 | -32.443 | +4 |
337 | 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 | -30.697 | 0 |
338 | 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 | -51 |
339 | fastvit_ma36.apple_dist_in1k | 256 | 51.887 | 48.113 | 67.027 | 32.973 | 44.07 | 0.950 | bicubic | -44.423 | -32.473 | -37 |
340 | convformer_s36.sail_in1k_384 | 384 | 51.880 | 48.120 | 66.113 | 33.887 | 40.01 | 1.000 | bicubic | -44.820 | -33.437 | -146 |
341 | 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 | -63 |
342 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 51.817 | 48.183 | 69.360 | 30.640 | 236.34 | 1.000 | bilinear | -44.713 | -30.180 | -105 |
343 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 51.757 | 48.243 | 67.730 | 32.270 | 28.64 | 1.000 | bicubic | -44.583 | -31.820 | -50 |
344 | 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 | +33 |
345 | cait_s24_384.fb_dist_in1k | 384 | 51.727 | 48.273 | 66.307 | 33.693 | 47.06 | 1.000 | bicubic | -44.853 | -33.243 | -122 |
346 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 51.700 | 48.300 | 66.170 | 33.830 | 37.76 | 1.000 | bicubic | -44.100 | -33.100 | +117 |
347 | caformer_m36.sail_in1k | 224 | 51.673 | 48.327 | 64.480 | 35.520 | 56.20 | 1.000 | bicubic | -44.727 | -34.980 | -76 |
348 | caformer_s36.sail_in1k | 224 | 51.657 | 48.343 | 64.873 | 35.127 | 39.30 | 1.000 | bicubic | -44.433 | -34.667 | +11 |
349 | regnety_2560.seer_ft_in1k | 384 | 51.620 | 48.380 | 68.107 | 31.893 | 1,282.60 | 1.000 | bicubic | -44.930 | -31.453 | -116 |
350 | rexnetr_300.sw_in12k_ft_in1k | 288 | 51.593 | 48.407 | 67.817 | 32.183 | 34.81 | 1.000 | bicubic | -44.567 | -31.723 | -11 |
351 | ecaresnet269d.ra2_in1k | 352 | 51.593 | 48.407 | 66.073 | 33.927 | 102.09 | 1.000 | bicubic | -44.857 | -33.467 | -89 |
352 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 51.577 | 48.423 | 65.260 | 34.740 | 86.54 | 0.875 | bilinear | -44.473 | -34.130 | +24 |
353 | convnext_tiny.fb_in22k_ft_in1k | 224 | 51.573 | 48.427 | 66.947 | 33.053 | 28.59 | 1.000 | bicubic | -44.027 | -32.333 | +169 |
354 | regnetz_040_h.ra3_in1k | 256 | 51.570 | 48.430 | 66.557 | 33.443 | 28.94 | 1.000 | bicubic | -44.420 | -32.833 | +47 |
355 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 51.557 | 48.443 | 65.890 | 34.110 | 37.76 | 1.000 | bicubic | -44.313 | -33.550 | +80 |
356 | mvitv2_base.fb_in1k | 224 | 51.550 | 48.450 | 65.633 | 34.367 | 51.47 | 0.900 | bicubic | -44.470 | -33.887 | +37 |
357 | tf_efficientnetv2_m.in1k | 480 | 51.527 | 48.473 | 66.623 | 33.377 | 54.14 | 1.000 | bicubic | -44.963 | -32.917 | -108 |
358 | davit_small.msft_in1k | 224 | 51.443 | 48.557 | 66.433 | 33.567 | 49.75 | 0.950 | bicubic | -44.607 | -32.967 | +17 |
359 | repvit_m2_3.dist_450e_in1k | 224 | 51.433 | 48.567 | 66.833 | 33.167 | 23.69 | 0.950 | bicubic | -44.567 | -32.517 | +38 |
360 | coat_lite_medium_384.in1k | 384 | 51.407 | 48.593 | 65.677 | 34.323 | 44.57 | 1.000 | bicubic | -45.213 | -33.773 | -149 |
361 | eca_nfnet_l2.ra3_in1k | 320 | 51.373 | 48.627 | 66.477 | 33.523 | 56.72 | 1.000 | bicubic | -44.757 | -33.073 | -16 |
362 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 51.353 | 48.647 | 65.713 | 34.287 | 38.74 | 0.950 | bicubic | -44.547 | -33.757 | +65 |
363 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 51.347 | 48.653 | 68.043 | 31.957 | 11.22 | 1.000 | bicubic | -44.383 | -31.167 | +120 |
364 | edgenext_base.in21k_ft_in1k | 320 | 51.340 | 48.660 | 65.760 | 34.240 | 18.51 | 1.000 | bicubic | -44.850 | -33.710 | -30 |
365 | caformer_s18.sail_in1k_384 | 384 | 51.313 | 48.687 | 65.700 | 34.300 | 26.34 | 1.000 | bicubic | -45.137 | -33.860 | -102 |
366 | maxvit_small_tf_224.in1k | 224 | 51.300 | 48.700 | 65.363 | 34.637 | 68.93 | 0.950 | bicubic | -44.960 | -34.037 | -50 |
367 | efficientnet_b4.ra2_in1k | 320 | 51.287 | 48.713 | 66.463 | 33.537 | 19.34 | 1.000 | bicubic | -43.903 | -32.657 | +277 |
368 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 51.277 | 48.723 | 65.020 | 34.980 | 64.90 | 0.900 | bicubic | -44.693 | -34.320 | +39 |
369 | davit_base.msft_in1k | 224 | 51.273 | 48.727 | 65.200 | 34.800 | 87.95 | 0.950 | bicubic | -44.967 | -34.200 | -45 |
370 | convnext_tiny.in12k_ft_in1k | 288 | 51.263 | 48.737 | 66.947 | 33.053 | 28.59 | 1.000 | bicubic | -44.977 | -32.333 | -47 |
371 | seresnextaa101d_32x8d.ah_in1k | 224 | 51.163 | 48.837 | 65.100 | 34.900 | 93.59 | 1.000 | bicubic | -44.807 | -34.510 | +35 |
372 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 51.150 | 48.850 | 65.887 | 34.113 | 26.21 | 1.000 | bicubic | -45.330 | -33.503 | -119 |
373 | convformer_b36.sail_in1k | 224 | 51.110 | 48.890 | 64.293 | 35.707 | 99.88 | 1.000 | bicubic | -45.140 | -35.247 | -51 |
374 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 51.050 | 48.950 | 65.380 | 34.620 | 86.86 | 1.000 | bicubic | -45.120 | -34.130 | -38 |
375 | convnext_base.fb_in1k | 288 | 51.030 | 48.970 | 65.817 | 34.183 | 88.59 | 1.000 | bicubic | -45.300 | -33.733 | -79 |
376 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 51.020 | 48.980 | 64.717 | 35.283 | 60.23 | 0.950 | bicubic | -44.780 | -34.633 | +88 |
377 | convformer_m36.sail_in1k | 224 | 51.003 | 48.997 | 63.637 | 36.363 | 57.05 | 1.000 | bicubic | -45.077 | -35.743 | -13 |
378 | edgenext_base.usi_in1k | 256 | 50.957 | 49.043 | 66.577 | 33.423 | 18.51 | 1.000 | bicubic | -44.783 | -32.833 | +102 |
379 | nextvit_large.bd_in1k | 224 | 50.933 | 49.067 | 66.000 | 34.000 | 57.87 | 0.950 | bicubic | -44.947 | -33.410 | +53 |
380 | convformer_s36.sail_in1k | 224 | 50.850 | 49.150 | 64.053 | 35.947 | 40.01 | 1.000 | bicubic | -45.270 | -35.247 | -28 |
381 | edgenext_base.in21k_ft_in1k | 256 | 50.843 | 49.157 | 65.123 | 34.877 | 18.51 | 1.000 | bicubic | -45.147 | -34.267 | +19 |
382 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 50.837 | 49.163 | 65.657 | 34.343 | 37.76 | 1.000 | bicubic | -45.063 | -33.893 | +44 |
383 | volo_d2_384.sail_in1k | 384 | 50.800 | 49.200 | 65.570 | 34.430 | 58.87 | 1.000 | bicubic | -45.940 | -34.050 | -198 |
384 | tf_efficientnet_b1.ns_jft_in1k | 240 | 50.797 | 49.203 | 67.887 | 32.113 | 7.79 | 0.882 | bicubic | -44.073 | -31.153 | +355 |
385 | 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 | +77 |
386 | flexivit_base.1200ep_in1k | 240 | 50.737 | 49.263 | 65.127 | 34.873 | 86.59 | 0.950 | bicubic | -45.403 | -34.283 | -42 |
387 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 50.710 | 49.290 | 65.410 | 34.590 | 37.76 | 1.000 | bicubic | -45.390 | -33.860 | -31 |
388 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 50.693 | 49.307 | 66.897 | 33.103 | 11.00 | 0.950 | bicubic | -45.027 | -32.383 | +104 |
389 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 50.687 | 49.313 | 65.217 | 34.783 | 22.52 | 0.950 | bicubic | -45.143 | -34.003 | +63 |
390 | convformer_s18.sail_in1k_384 | 384 | 50.663 | 49.337 | 65.630 | 34.370 | 26.77 | 1.000 | bicubic | -45.587 | -33.810 | -71 |
391 | repvit_m2_3.dist_300e_in1k | 224 | 50.657 | 49.343 | 66.677 | 33.323 | 23.69 | 0.950 | bicubic | -45.013 | -32.553 | +110 |
392 | regnetz_040.ra3_in1k | 256 | 50.637 | 49.363 | 65.223 | 34.777 | 27.12 | 1.000 | bicubic | -45.103 | -34.217 | +89 |
393 | resnetrs420.tf_in1k | 320 | 50.607 | 49.393 | 64.880 | 35.120 | 191.89 | 1.000 | bicubic | -45.503 | -34.590 | -39 |
394 | dm_nfnet_f2.dm_in1k | 256 | 50.600 | 49.400 | 65.027 | 34.973 | 193.78 | 0.920 | bicubic | -45.430 | -34.373 | -7 |
395 | efficientnetv2_rw_s.ra2_in1k | 288 | 50.587 | 49.413 | 65.553 | 34.447 | 23.94 | 1.000 | bicubic | -44.833 | -33.507 | +175 |
396 | efficientvit_b3.r256_in1k | 256 | 50.567 | 49.433 | 64.200 | 35.800 | 48.65 | 1.000 | bicubic | -45.263 | -35.050 | +58 |
397 | 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 | -93 |
398 | 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 |
399 | efficientnet_b4.ra2_in1k | 384 | 50.533 | 49.467 | 65.803 | 34.197 | 19.34 | 1.000 | bicubic | -44.987 | -33.597 | +144 |
400 | convnext_small.fb_in1k | 224 | 50.530 | 49.470 | 65.680 | 34.320 | 50.22 | 1.000 | bicubic | -45.050 | -33.690 | +127 |
401 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 50.463 | 49.537 | 65.507 | 34.493 | 26.21 | 1.000 | bicubic | -45.497 | -33.873 | +10 |
402 | regnetz_d32.ra3_in1k | 256 | 50.440 | 49.560 | 66.807 | 33.193 | 27.58 | 0.950 | bicubic | -44.950 | -32.503 | +178 |
403 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 50.440 | 49.560 | 65.290 | 34.710 | 26.25 | 1.000 | bicubic | -45.950 | -34.240 | -126 |
404 | volo_d1_384.sail_in1k | 384 | 50.430 | 49.570 | 64.817 | 35.183 | 26.78 | 1.000 | bicubic | -46.060 | -34.793 | -154 |
405 | efficientvit_b3.r288_in1k | 288 | 50.403 | 49.597 | 64.030 | 35.970 | 48.65 | 1.000 | bicubic | -45.697 | -35.440 | -48 |
406 | 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 | +128 |
407 | flexivit_base.600ep_in1k | 240 | 50.380 | 49.620 | 64.677 | 35.323 | 86.59 | 0.950 | bicubic | -45.600 | -34.783 | -4 |
408 | seresnet152d.ra2_in1k | 256 | 50.353 | 49.647 | 65.113 | 34.887 | 66.84 | 1.000 | bicubic | -45.647 | -34.307 | -12 |
409 | resnetrs350.tf_in1k | 288 | 50.337 | 49.663 | 64.560 | 35.440 | 163.96 | 1.000 | bicubic | -45.873 | -34.830 | -78 |
410 | fastvit_sa36.apple_dist_in1k | 256 | 50.327 | 49.673 | 65.720 | 34.280 | 31.53 | 0.900 | bicubic | -45.623 | -33.650 | +5 |
411 | regnetz_040_h.ra3_in1k | 320 | 50.317 | 49.683 | 65.613 | 34.387 | 28.94 | 1.000 | bicubic | -46.033 | -33.887 | -122 |
412 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 50.313 | 49.687 | 66.147 | 33.853 | 194.03 | 0.875 | bilinear | -45.097 | -33.133 | +161 |
413 | inception_next_small.sail_in1k | 224 | 50.293 | 49.707 | 65.130 | 34.870 | 49.37 | 0.875 | bicubic | -45.397 | -34.250 | +83 |
414 | cait_s24_224.fb_dist_in1k | 224 | 50.250 | 49.750 | 65.003 | 34.997 | 46.92 | 1.000 | bicubic | -45.400 | -34.377 | +97 |
415 | seresnext101d_32x8d.ah_in1k | 224 | 50.247 | 49.753 | 63.480 | 36.520 | 93.59 | 1.000 | bicubic | -45.623 | -35.800 | +21 |
416 | pit_b_distilled_224.in1k | 224 | 50.233 | 49.767 | 64.983 | 35.017 | 74.79 | 0.900 | bicubic | -45.627 | -34.207 | +26 |
417 | eca_nfnet_l2.ra3_in1k | 384 | 50.217 | 49.783 | 65.463 | 34.537 | 56.72 | 1.000 | bicubic | -46.243 | -34.077 | -160 |
418 | resnet200d.ra2_in1k | 256 | 50.187 | 49.813 | 65.053 | 34.947 | 64.69 | 1.000 | bicubic | -45.593 | -34.217 | +50 |
419 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 50.180 | 49.820 | 65.860 | 34.140 | 22.20 | 1.000 | bicubic | -45.840 | -33.640 | -32 |
420 | pvt_v2_b5.in1k | 224 | 50.180 | 49.820 | 65.063 | 34.937 | 81.96 | 0.900 | bicubic | -45.770 | -34.327 | -6 |
421 | mvitv2_small.fb_in1k | 224 | 50.163 | 49.837 | 64.893 | 35.107 | 34.87 | 0.900 | bicubic | -45.727 | -34.527 | +8 |
422 | tf_efficientnet_b3.ap_in1k | 300 | 50.137 | 49.863 | 65.300 | 34.700 | 12.23 | 0.904 | bicubic | -44.863 | -33.790 | +279 |
423 | resnest269e.in1k | 416 | 50.133 | 49.867 | 64.663 | 35.337 | 110.93 | 0.928 | bicubic | -45.987 | -34.717 | -75 |
424 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 50.120 | 49.880 | 65.177 | 34.823 | 46.17 | 0.875 | bilinear | -45.720 | -33.993 | +24 |
425 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 50.103 | 49.897 | 65.443 | 34.557 | 32.59 | 1.000 | bicubic | -45.297 | -33.887 | +150 |
426 | deit3_medium_patch16_224.fb_in1k | 224 | 50.090 | 49.910 | 64.693 | 35.307 | 38.85 | 0.900 | bicubic | -45.290 | -34.537 | +161 |
427 | deit_base_distilled_patch16_224.fb_in1k | 224 | 50.067 | 49.933 | 66.250 | 33.750 | 87.34 | 0.900 | bicubic | -45.713 | -33.070 | +43 |
428 | resnetaa101d.sw_in12k_ft_in1k | 224 | 50.057 | 49.943 | 64.793 | 35.207 | 44.57 | 1.000 | bicubic | -45.803 | -34.657 | +13 |
429 | pvt_v2_b4.in1k | 224 | 50.050 | 49.950 | 65.097 | 34.903 | 62.56 | 0.900 | bicubic | -45.880 | -34.253 | -11 |
430 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 50.047 | 49.953 | 64.617 | 35.383 | 60.40 | 0.950 | bicubic | -45.623 | -34.663 | +73 |
431 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 50.023 | 49.977 | 64.920 | 35.080 | 38.88 | 0.950 | bicubic | -45.767 | -34.660 | +35 |
432 | flexivit_base.300ep_in1k | 240 | 50.007 | 49.993 | 64.110 | 35.890 | 86.59 | 0.950 | bicubic | -45.963 | -35.270 | -27 |
433 | coat_lite_medium.in1k | 224 | 49.977 | 50.023 | 64.800 | 35.200 | 44.57 | 0.900 | bicubic | -46.023 | -34.600 | -35 |
434 | nextvit_base.bd_in1k_384 | 384 | 49.967 | 50.033 | 65.603 | 34.397 | 44.82 | 1.000 | bicubic | -46.383 | -33.807 | -146 |
435 | efficientformer_l7.snap_dist_in1k | 224 | 49.850 | 50.150 | 66.030 | 33.970 | 82.23 | 0.950 | bicubic | -45.770 | -33.420 | +80 |
436 | resnest200e.in1k | 320 | 49.813 | 50.187 | 64.787 | 35.213 | 70.20 | 0.909 | bicubic | -46.287 | -34.623 | -81 |
437 | resnet152d.ra2_in1k | 256 | 49.783 | 50.217 | 65.087 | 34.913 | 60.21 | 1.000 | bicubic | -45.597 | -34.093 | +147 |
438 | volo_d2_224.sail_in1k | 224 | 49.777 | 50.223 | 64.563 | 35.437 | 58.68 | 0.960 | bicubic | -46.653 | -35.197 | -171 |
439 | seresnextaa101d_32x8d.ah_in1k | 288 | 49.753 | 50.247 | 64.487 | 35.513 | 93.59 | 1.000 | bicubic | -46.657 | -35.033 | -170 |
440 | xception65.ra3_in1k | 299 | 49.750 | 50.250 | 63.470 | 36.530 | 39.92 | 0.940 | bicubic | -45.930 | -35.980 | +60 |
441 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 49.747 | 50.253 | 64.667 | 35.333 | 32.59 | 1.000 | bicubic | -45.933 | -34.693 | +57 |
442 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 49.710 | 50.290 | 64.533 | 35.467 | 32.59 | 1.000 | bicubic | -45.890 | -34.727 | +82 |
443 | regnetz_d8.ra3_in1k | 256 | 49.680 | 50.320 | 65.823 | 34.177 | 23.37 | 1.000 | bicubic | -45.930 | -33.457 | +76 |
444 | swinv2_base_window16_256.ms_in1k | 256 | 49.597 | 50.403 | 63.717 | 36.283 | 87.92 | 0.900 | bicubic | -46.573 | -35.683 | -106 |
445 | 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 | +24 |
446 | nextvit_base.bd_in1k | 224 | 49.563 | 50.437 | 64.970 | 35.030 | 44.82 | 0.950 | bicubic | -46.127 | -34.270 | +49 |
447 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 49.557 | 50.443 | 63.733 | 36.267 | 29.15 | 0.950 | bicubic | -46.493 | -35.677 | -73 |
448 | efficientformerv2_l.snap_dist_in1k | 224 | 49.553 | 50.447 | 65.070 | 34.930 | 26.32 | 0.950 | bicubic | -46.187 | -34.300 | +34 |
449 | pvt_v2_b3.in1k | 224 | 49.547 | 50.453 | 64.840 | 35.160 | 45.24 | 0.900 | bicubic | -45.943 | -34.490 | +99 |
450 | fastvit_ma36.apple_in1k | 256 | 49.523 | 50.477 | 63.457 | 36.543 | 44.07 | 0.950 | bicubic | -46.487 | -35.903 | -56 |
451 | cait_xs24_384.fb_dist_in1k | 384 | 49.503 | 50.497 | 64.837 | 35.163 | 26.67 | 1.000 | bicubic | -46.527 | -34.713 | -66 |
452 | tf_efficientnet_b5.ra_in1k | 456 | 49.487 | 50.513 | 65.603 | 34.397 | 30.39 | 0.934 | bicubic | -46.493 | -33.817 | -50 |
453 | resnet200d.ra2_in1k | 320 | 49.427 | 50.573 | 64.303 | 35.697 | 64.69 | 1.000 | bicubic | -46.693 | -35.157 | -103 |
454 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 49.410 | 50.590 | 63.903 | 36.097 | 26.25 | 1.000 | bicubic | -46.360 | -35.457 | +20 |
455 | hiera_small_224.mae_in1k_ft_in1k | 224 | 49.377 | 50.623 | 64.433 | 35.567 | 35.01 | 0.900 | bicubic | -46.443 | -34.897 | +4 |
456 | resnest101e.in1k | 256 | 49.373 | 50.627 | 65.513 | 34.487 | 48.28 | 0.875 | bilinear | -46.237 | -33.867 | +64 |
457 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 49.370 | 50.630 | 64.453 | 35.547 | 88.22 | 0.900 | bicubic | -45.030 | -34.467 | +407 |
458 | rdnet_tiny.nv_in1k | 224 | 49.357 | 50.643 | 63.543 | 36.457 | 23.86 | 0.900 | bicubic | -45.953 | -35.707 | +147 |
459 | dm_nfnet_f2.dm_in1k | 352 | 49.303 | 50.697 | 63.923 | 36.077 | 193.78 | 0.920 | bicubic | -47.217 | -35.547 | -220 |
460 | resnet152d.ra2_in1k | 320 | 49.283 | 50.717 | 64.430 | 35.570 | 60.21 | 1.000 | bicubic | -46.577 | -35.010 | -20 |
461 | tiny_vit_21m_224.in1k | 224 | 49.247 | 50.753 | 64.283 | 35.717 | 21.20 | 0.950 | bicubic | -46.443 | -34.987 | +36 |
462 | seresnet152d.ra2_in1k | 320 | 49.210 | 50.790 | 64.263 | 35.737 | 66.84 | 1.000 | bicubic | -47.110 | -35.247 | -163 |
463 | dm_nfnet_f1.dm_in1k | 224 | 49.183 | 50.817 | 63.513 | 36.487 | 132.63 | 0.910 | bicubic | -46.427 | -35.727 | +55 |
464 | regnetz_040.ra3_in1k | 320 | 49.177 | 50.823 | 64.040 | 35.960 | 27.12 | 1.000 | bicubic | -47.023 | -35.460 | -132 |
465 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 49.170 | 50.830 | 65.447 | 34.553 | 236.34 | 0.875 | bicubic | -46.580 | -34.033 | +14 |
466 | 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 | -105 |
467 | 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 | +127 |
468 | resnetrs270.tf_in1k | 256 | 49.140 | 50.860 | 63.823 | 36.177 | 129.86 | 1.000 | bicubic | -46.710 | -35.577 | -25 |
469 | seresnext101_32x8d.ah_in1k | 224 | 49.083 | 50.917 | 62.233 | 37.767 | 93.57 | 1.000 | bicubic | -46.587 | -37.157 | +36 |
470 | convnext_small.fb_in1k | 288 | 49.043 | 50.957 | 64.770 | 35.230 | 50.22 | 1.000 | bicubic | -46.947 | -34.660 | -71 |
471 | repvgg_b3.rvgg_in1k | 224 | 49.020 | 50.980 | 64.893 | 35.107 | 123.09 | 0.875 | bilinear | -45.590 | -34.027 | +336 |
472 | gcvit_base.in1k | 224 | 49.000 | 51.000 | 63.960 | 36.040 | 90.32 | 0.875 | bicubic | -47.060 | -35.530 | -101 |
473 | resmlp_big_24_224.fb_distilled_in1k | 224 | 48.997 | 51.003 | 65.427 | 34.573 | 129.14 | 0.875 | bicubic | -46.863 | -34.003 | -35 |
474 | resnetaa101d.sw_in12k_ft_in1k | 288 | 48.997 | 51.003 | 64.133 | 35.867 | 44.57 | 1.000 | bicubic | -47.403 | -35.367 | -202 |
475 | 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 | -146 |
476 | volo_d1_224.sail_in1k | 224 | 48.980 | 51.020 | 63.173 | 36.827 | 26.63 | 0.960 | bicubic | -47.050 | -36.317 | -90 |
477 | resnext101_64x4d.tv_in1k | 224 | 48.970 | 51.030 | 63.533 | 36.467 | 83.46 | 0.875 | bilinear | -46.870 | -35.767 | -31 |
478 | efficientvit_b3.r224_in1k | 224 | 48.963 | 51.037 | 62.997 | 37.003 | 48.65 | 0.950 | bicubic | -46.587 | -36.333 | +60 |
479 | ecaresnet101d.miil_in1k | 224 | 48.953 | 51.047 | 64.520 | 35.480 | 44.57 | 0.950 | bicubic | -46.217 | -34.610 | +168 |
480 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 48.940 | 51.060 | 64.040 | 35.960 | 38.88 | 0.950 | bicubic | -46.970 | -35.320 | -57 |
481 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 48.880 | 51.120 | 63.520 | 36.480 | 32.59 | 1.000 | bicubic | -47.150 | -35.820 | -100 |
482 | resnetrs420.tf_in1k | 416 | 48.817 | 51.183 | 63.480 | 36.520 | 191.89 | 1.000 | bicubic | -47.633 | -36.190 | -218 |
483 | maxvit_tiny_tf_224.in1k | 224 | 48.803 | 51.197 | 62.953 | 37.047 | 30.92 | 0.950 | bicubic | -47.027 | -36.467 | -30 |
484 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 48.747 | 51.253 | 65.957 | 34.043 | 6.34 | 1.000 | bicubic | -44.783 | -32.843 | +598 |
485 | caformer_s18.sail_in1k | 224 | 48.740 | 51.260 | 62.937 | 37.063 | 26.34 | 1.000 | bicubic | -46.960 | -36.403 | +9 |
486 | convnextv2_tiny.fcmae_ft_in1k | 224 | 48.733 | 51.267 | 63.800 | 36.200 | 28.64 | 1.000 | bicubic | -46.647 | -35.560 | +100 |
487 | convformer_s18.sail_in1k | 224 | 48.730 | 51.270 | 62.960 | 37.040 | 26.77 | 1.000 | bicubic | -46.600 | -36.420 | +110 |
488 | efficientnetv2_rw_s.ra2_in1k | 384 | 48.690 | 51.310 | 63.850 | 36.150 | 23.94 | 1.000 | bicubic | -47.080 | -35.450 | -16 |
489 | resnext101_32x8d.tv2_in1k | 176 | 48.670 | 51.330 | 63.177 | 36.823 | 88.79 | 0.965 | bilinear | -46.180 | -36.233 | +259 |
490 | regnetz_d8_evos.ch_in1k | 256 | 48.663 | 51.337 | 64.573 | 35.427 | 23.46 | 1.000 | bicubic | -47.167 | -34.837 | -40 |
491 | deit3_small_patch16_384.fb_in1k | 384 | 48.643 | 51.357 | 62.717 | 37.283 | 22.21 | 1.000 | bicubic | -47.027 | -36.573 | +11 |
492 | regnetz_d32.ra3_in1k | 320 | 48.620 | 51.380 | 65.207 | 34.793 | 27.58 | 0.950 | bicubic | -47.250 | -33.883 | -58 |
493 | efficientnet_b3.ra2_in1k | 320 | 48.590 | 51.410 | 64.343 | 35.657 | 12.23 | 1.000 | bicubic | -46.570 | -34.867 | +159 |
494 | edgenext_base.usi_in1k | 320 | 48.580 | 51.420 | 64.407 | 35.593 | 18.51 | 1.000 | bicubic | -47.210 | -34.873 | -29 |
495 | swinv2_small_window16_256.ms_in1k | 256 | 48.550 | 51.450 | 62.653 | 37.347 | 49.73 | 0.900 | bicubic | -47.510 | -36.737 | -123 |
496 | seresnext101d_32x8d.ah_in1k | 288 | 48.517 | 51.483 | 62.977 | 37.023 | 93.59 | 1.000 | bicubic | -47.863 | -36.523 | -216 |
497 | rexnetr_200.sw_in12k_ft_in1k | 224 | 48.433 | 51.567 | 65.320 | 34.680 | 16.52 | 1.000 | bicubic | -46.827 | -34.060 | +118 |
498 | efficientnet_b3.ra2_in1k | 288 | 48.433 | 51.567 | 64.307 | 35.693 | 12.23 | 1.000 | bicubic | -46.307 | -34.793 | +271 |
499 | focalnet_base_lrf.ms_in1k | 224 | 48.433 | 51.567 | 62.997 | 37.003 | 88.75 | 0.900 | bicubic | -47.407 | -36.293 | -49 |
500 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 48.413 | 51.587 | 64.597 | 35.403 | 15.62 | 1.000 | bicubic | -46.717 | -34.593 | +165 |
501 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 48.407 | 51.593 | 63.930 | 36.070 | 36.43 | 0.900 | bicubic | -46.733 | -35.290 | +156 |
502 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 48.363 | 51.637 | 61.900 | 38.100 | 306.63 | 1.000 | bicubic | -46.887 | -37.190 | +119 |
503 | focalnet_base_srf.ms_in1k | 224 | 48.323 | 51.677 | 63.020 | 36.980 | 88.15 | 0.900 | bicubic | -47.567 | -36.340 | -73 |
504 | swinv2_base_window8_256.ms_in1k | 256 | 48.293 | 51.707 | 63.410 | 36.590 | 87.92 | 0.900 | bicubic | -47.757 | -35.940 | -131 |
505 | repvgg_b3g4.rvgg_in1k | 224 | 48.253 | 51.747 | 64.823 | 35.177 | 83.83 | 0.875 | bilinear | -46.247 | -34.197 | +335 |
506 | eca_nfnet_l1.ra2_in1k | 256 | 48.250 | 51.750 | 63.570 | 36.430 | 41.41 | 1.000 | bicubic | -47.410 | -35.670 | +2 |
507 | convit_base.fb_in1k | 224 | 48.217 | 51.783 | 63.003 | 36.997 | 86.54 | 0.875 | bicubic | -46.903 | -36.137 | +161 |
508 | regnety_160.deit_in1k | 224 | 48.210 | 51.790 | 63.670 | 36.330 | 83.59 | 1.000 | bicubic | -47.270 | -35.610 | +42 |
509 | fastvit_sa36.apple_in1k | 256 | 48.200 | 51.800 | 62.753 | 37.247 | 31.53 | 0.900 | bicubic | -47.420 | -36.467 | +7 |
510 | swin_s3_base_224.ms_in1k | 224 | 48.163 | 51.837 | 62.290 | 37.710 | 71.13 | 0.900 | bicubic | -47.907 | -37.060 | -144 |
511 | resnext101_32x8d.tv2_in1k | 224 | 48.137 | 51.863 | 62.700 | 37.300 | 88.79 | 0.965 | bilinear | -47.173 | -36.650 | +91 |
512 | nextvit_small.bd_in1k_384 | 384 | 48.130 | 51.870 | 64.130 | 35.870 | 31.76 | 1.000 | bicubic | -48.000 | -35.250 | -166 |
513 | sequencer2d_l.in1k | 224 | 48.107 | 51.893 | 62.357 | 37.643 | 54.30 | 0.875 | bicubic | -47.763 | -37.113 | -80 |
514 | gcvit_small.in1k | 224 | 48.103 | 51.897 | 62.777 | 37.223 | 51.09 | 0.875 | bicubic | -47.817 | -36.493 | -94 |
515 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 48.050 | 51.950 | 64.827 | 35.173 | 14.36 | 0.900 | bicubic | -47.550 | -34.583 | +8 |
516 | regnetz_d8.ra3_in1k | 320 | 48.020 | 51.980 | 64.320 | 35.680 | 23.37 | 1.000 | bicubic | -48.000 | -35.240 | -126 |
517 | focalnet_small_lrf.ms_in1k | 224 | 48.017 | 51.983 | 63.093 | 36.907 | 50.34 | 0.900 | bicubic | -47.713 | -36.287 | -30 |
518 | convnext_tiny.fb_in1k | 224 | 47.993 | 52.007 | 64.187 | 35.813 | 28.59 | 1.000 | bicubic | -46.857 | -34.973 | +229 |
519 | resnetrs350.tf_in1k | 384 | 47.987 | 52.013 | 62.617 | 37.383 | 163.96 | 1.000 | bicubic | -48.283 | -36.883 | -205 |
520 | fastvit_sa24.apple_dist_in1k | 256 | 47.980 | 52.020 | 62.843 | 37.157 | 21.55 | 0.900 | bicubic | -47.600 | -36.417 | +9 |
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 | +79 |
522 | regnetv_064.ra3_in1k | 224 | 47.963 | 52.037 | 63.517 | 36.483 | 30.58 | 1.000 | bicubic | -47.427 | -35.963 | +60 |
523 | twins_svt_large.in1k | 224 | 47.917 | 52.083 | 62.790 | 37.210 | 99.27 | 0.900 | bicubic | -47.803 | -36.510 | -33 |
524 | resnetrs200.tf_in1k | 256 | 47.897 | 52.103 | 62.093 | 37.907 | 93.21 | 1.000 | bicubic | -47.923 | -37.097 | -68 |
525 | 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 | +121 |
526 | 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 | +202 |
527 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 47.853 | 52.147 | 62.827 | 37.173 | 32.59 | 1.000 | bicubic | -46.637 | -36.193 | +314 |
528 | tf_efficientnet_b5.aa_in1k | 456 | 47.837 | 52.163 | 63.960 | 36.040 | 30.39 | 0.934 | bicubic | -48.053 | -35.400 | -97 |
529 | repvgg_b2g4.rvgg_in1k | 224 | 47.783 | 52.217 | 64.420 | 35.580 | 61.76 | 0.875 | bilinear | -46.067 | -34.610 | +468 |
530 | repvit_m1_5.dist_300e_in1k | 224 | 47.783 | 52.217 | 63.713 | 36.287 | 14.64 | 0.950 | bicubic | -47.357 | -35.607 | +126 |
531 | regnety_1280.seer_ft_in1k | 384 | 47.763 | 52.237 | 64.130 | 35.870 | 644.81 | 1.000 | bicubic | -48.567 | -35.270 | -234 |
532 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 47.757 | 52.243 | 65.663 | 34.337 | 217.32 | 1.000 | bilinear | -48.533 | -33.977 | -225 |
533 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 47.743 | 52.257 | 62.407 | 37.593 | 22.52 | 0.950 | bicubic | -47.577 | -36.883 | +66 |
534 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 47.733 | 52.267 | 62.400 | 37.600 | 86.43 | 0.900 | bicubic | -47.527 | -36.900 | +84 |
535 | resnet101d.ra2_in1k | 256 | 47.723 | 52.277 | 62.923 | 37.077 | 44.57 | 1.000 | bicubic | -47.767 | -36.367 | +14 |
536 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 47.713 | 52.287 | 64.133 | 35.867 | 14.36 | 0.900 | bicubic | -47.157 | -35.117 | +205 |
537 | repvgg_d2se.rvgg_in1k | 320 | 47.713 | 52.287 | 62.810 | 37.190 | 133.33 | 1.000 | bilinear | -48.207 | -36.650 | -118 |
538 | mvitv2_tiny.fb_in1k | 224 | 47.703 | 52.297 | 62.697 | 37.303 | 24.17 | 0.900 | bicubic | -47.697 | -36.613 | +39 |
539 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 47.657 | 52.343 | 63.247 | 36.753 | 11.07 | 1.000 | bicubic | -47.883 | -36.063 | 0 |
540 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 47.637 | 52.363 | 61.797 | 38.203 | 38.76 | 0.900 | bicubic | -47.643 | -37.323 | +72 |
541 | eca_nfnet_l1.ra2_in1k | 320 | 47.617 | 52.383 | 62.643 | 37.357 | 41.41 | 1.000 | bicubic | -48.323 | -36.837 | -124 |
542 | ecaresnet101d.miil_in1k | 288 | 47.593 | 52.407 | 63.530 | 36.470 | 44.57 | 0.950 | bicubic | -48.037 | -35.830 | -29 |
543 | seresnext101_32x8d.ah_in1k | 288 | 47.577 | 52.423 | 61.370 | 38.630 | 93.57 | 1.000 | bicubic | -48.553 | -37.990 | -196 |
544 | regnetz_d8_evos.ch_in1k | 320 | 47.563 | 52.437 | 63.770 | 36.230 | 23.46 | 1.000 | bicubic | -48.657 | -35.720 | -214 |
545 | pit_s_distilled_224.in1k | 224 | 47.547 | 52.453 | 63.170 | 36.830 | 24.04 | 0.900 | bicubic | -47.143 | -35.900 | +239 |
546 | focalnet_small_srf.ms_in1k | 224 | 47.517 | 52.483 | 62.327 | 37.673 | 49.89 | 0.900 | bicubic | -48.113 | -37.043 | -32 |
547 | resnest50d_4s2x40d.in1k | 224 | 47.497 | 52.503 | 63.857 | 36.143 | 30.42 | 0.875 | bicubic | -47.213 | -35.253 | +230 |
548 | efficientnet_b3_pruned.in1k | 300 | 47.460 | 52.540 | 62.857 | 37.143 | 9.86 | 0.904 | bicubic | -47.170 | -36.173 | +253 |
549 | davit_tiny.msft_in1k | 224 | 47.430 | 52.570 | 63.257 | 36.743 | 28.36 | 0.950 | bicubic | -47.680 | -35.863 | +121 |
550 | dm_nfnet_f1.dm_in1k | 320 | 47.430 | 52.570 | 62.127 | 37.873 | 132.63 | 0.910 | bicubic | -48.900 | -37.283 | -254 |
551 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 47.410 | 52.590 | 61.707 | 38.293 | 86.57 | 0.900 | bicubic | -47.810 | -37.613 | +82 |
552 | 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 | -7 |
553 | xcit_small_24_p8_224.fb_in1k | 224 | 47.357 | 52.643 | 61.113 | 38.887 | 47.63 | 1.000 | bicubic | -48.613 | -38.237 | -145 |
554 | crossvit_18_dagger_408.in1k | 408 | 47.347 | 52.653 | 60.887 | 39.113 | 44.61 | 1.000 | bicubic | -48.793 | -38.583 | -211 |
555 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 47.333 | 52.667 | 62.390 | 37.610 | 32.59 | 1.000 | bicubic | -47.807 | -36.830 | +99 |
556 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 47.327 | 52.673 | 64.477 | 35.523 | 6.34 | 1.000 | bicubic | -46.793 | -34.433 | +391 |
557 | convnext_tiny_hnf.a2h_in1k | 224 | 47.320 | 52.680 | 61.607 | 38.393 | 28.59 | 1.000 | bicubic | -47.670 | -37.433 | +146 |
558 | poolformerv2_m48.sail_in1k | 224 | 47.297 | 52.703 | 63.887 | 36.113 | 73.35 | 1.000 | bicubic | -47.903 | -35.263 | +84 |
559 | tresnet_m.miil_in21k_ft_in1k | 224 | 47.297 | 52.703 | 62.047 | 37.953 | 31.39 | 0.875 | bilinear | -48.123 | -37.143 | +13 |
560 | regnety_080.ra3_in1k | 224 | 47.290 | 52.710 | 62.317 | 37.683 | 39.18 | 1.000 | bicubic | -48.060 | -36.963 | +32 |
561 | convnext_nano.in12k_ft_in1k | 224 | 47.260 | 52.740 | 63.987 | 36.013 | 15.59 | 1.000 | bicubic | -47.720 | -35.243 | +146 |
562 | wide_resnet101_2.tv2_in1k | 224 | 47.247 | 52.753 | 61.983 | 38.017 | 126.89 | 0.965 | bilinear | -48.003 | -37.277 | +62 |
563 | efficientformer_l3.snap_dist_in1k | 224 | 47.240 | 52.760 | 63.457 | 36.543 | 31.41 | 0.950 | bicubic | -47.980 | -35.783 | +70 |
564 | repvit_m3.dist_in1k | 224 | 47.203 | 52.797 | 63.497 | 36.503 | 10.68 | 0.950 | bicubic | -47.527 | -35.743 | +207 |
565 | 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 | +84 |
566 | efficientvit_b2.r256_in1k | 256 | 47.183 | 52.817 | 61.670 | 38.330 | 24.33 | 1.000 | bicubic | -48.107 | -37.440 | +45 |
567 | tf_efficientnet_b6.aa_in1k | 528 | 47.160 | 52.840 | 63.040 | 36.960 | 43.04 | 0.942 | bicubic | -49.130 | -36.490 | -259 |
568 | regnetz_c16.ra3_in1k | 256 | 47.133 | 52.867 | 63.827 | 36.173 | 13.46 | 1.000 | bicubic | -47.997 | -35.273 | +96 |
569 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 47.127 | 52.873 | 64.390 | 35.610 | 6.34 | 1.000 | bicubic | -46.503 | -34.470 | +489 |
570 | resnetrs270.tf_in1k | 352 | 47.127 | 52.873 | 62.060 | 37.940 | 129.86 | 1.000 | bicubic | -48.933 | -37.280 | -200 |
571 | regnety_320.tv2_in1k | 224 | 47.087 | 52.913 | 62.073 | 37.927 | 145.05 | 0.965 | bicubic | -48.503 | -37.327 | -45 |
572 | efficientvit_b2.r288_in1k | 288 | 47.083 | 52.917 | 61.560 | 38.440 | 24.33 | 1.000 | bicubic | -48.527 | -37.820 | -51 |
573 | xcit_small_12_p8_224.fb_in1k | 224 | 47.080 | 52.920 | 60.660 | 39.340 | 26.21 | 1.000 | bicubic | -48.370 | -38.680 | -12 |
574 | inception_next_tiny.sail_in1k | 224 | 47.037 | 52.963 | 62.957 | 37.043 | 28.06 | 0.875 | bicubic | -48.083 | -36.163 | +93 |
575 | tf_efficientnet_b4.aa_in1k | 380 | 47.037 | 52.963 | 62.833 | 37.167 | 19.34 | 0.922 | bicubic | -48.543 | -36.387 | -47 |
576 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 47.020 | 52.980 | 62.560 | 37.440 | 11.07 | 1.000 | bicubic | -48.080 | -36.530 | +98 |
577 | vit_base_patch16_rpn_224.sw_in1k | 224 | 47.020 | 52.980 | 62.420 | 37.580 | 86.54 | 0.900 | bicubic | -47.810 | -36.670 | +174 |
578 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 47.017 | 52.983 | 63.000 | 37.000 | 11.07 | 1.000 | bicubic | -48.703 | -36.370 | -89 |
579 | resnet152.a1h_in1k | 224 | 47.013 | 52.987 | 60.890 | 39.110 | 60.19 | 1.000 | bicubic | -48.407 | -38.270 | -10 |
580 | swin_base_patch4_window12_384.ms_in1k | 384 | 46.997 | 53.003 | 61.867 | 38.133 | 87.90 | 1.000 | bicubic | -49.393 | -37.553 | -303 |
581 | swinv2_small_window8_256.ms_in1k | 256 | 46.990 | 53.010 | 62.160 | 37.840 | 49.73 | 0.900 | bicubic | -48.780 | -37.220 | -108 |
582 | convnextv2_tiny.fcmae_ft_in1k | 288 | 46.953 | 53.047 | 62.473 | 37.527 | 28.64 | 1.000 | bicubic | -48.867 | -36.837 | -125 |
583 | rexnetr_200.sw_in12k_ft_in1k | 288 | 46.943 | 53.057 | 63.820 | 36.180 | 16.52 | 1.000 | bicubic | -48.397 | -35.600 | +10 |
584 | resnet101d.ra2_in1k | 320 | 46.930 | 53.070 | 62.447 | 37.553 | 44.57 | 1.000 | bicubic | -48.820 | -36.983 | -108 |
585 | regnety_032.ra_in1k | 224 | 46.930 | 53.070 | 62.270 | 37.730 | 19.44 | 1.000 | bicubic | -48.000 | -36.870 | +135 |
586 | coat_small.in1k | 224 | 46.930 | 53.070 | 61.367 | 38.633 | 21.69 | 0.900 | bicubic | -48.280 | -37.863 | +55 |
587 | xception65p.ra3_in1k | 299 | 46.890 | 53.110 | 61.070 | 38.930 | 39.82 | 0.940 | bicubic | -48.780 | -38.330 | -84 |
588 | 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 | +128 |
589 | nextvit_small.bd_in1k | 224 | 46.847 | 53.153 | 62.803 | 37.197 | 31.76 | 0.950 | bicubic | -48.383 | -36.417 | +40 |
590 | maxvit_tiny_rw_224.sw_in1k | 224 | 46.847 | 53.153 | 60.767 | 39.233 | 29.06 | 0.950 | bicubic | -48.883 | -38.523 | -101 |
591 | pvt_v2_b2_li.in1k | 224 | 46.803 | 53.197 | 62.390 | 37.610 | 22.55 | 0.900 | bicubic | -48.437 | -36.640 | +35 |
592 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 46.787 | 53.213 | 61.320 | 38.680 | 13.68 | 1.000 | bicubic | -47.753 | -37.740 | +238 |
593 | resnet152.tv2_in1k | 224 | 46.777 | 53.223 | 61.003 | 38.997 | 60.19 | 0.965 | bilinear | -48.303 | -38.067 | +89 |
594 | efficientformerv2_s2.snap_dist_in1k | 224 | 46.767 | 53.233 | 61.837 | 38.163 | 12.71 | 0.950 | bicubic | -48.343 | -37.293 | +78 |
595 | seresnext101_64x4d.gluon_in1k | 224 | 46.677 | 53.323 | 61.363 | 38.637 | 88.23 | 0.875 | bicubic | -47.983 | -37.747 | +202 |
596 | fastvit_sa24.apple_in1k | 256 | 46.657 | 53.343 | 61.637 | 38.363 | 21.55 | 0.900 | bicubic | -48.653 | -37.673 | +7 |
597 | regnety_640.seer_ft_in1k | 384 | 46.607 | 53.393 | 63.093 | 36.907 | 281.38 | 1.000 | bicubic | -49.423 | -36.377 | -215 |
598 | 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 | -35.307 | +151 |
599 | fbnetv3_g.ra2_in1k | 240 | 46.577 | 53.423 | 62.607 | 37.393 | 16.62 | 0.950 | bilinear | -48.023 | -36.493 | +210 |
600 | twins_pcpvt_large.in1k | 224 | 46.543 | 53.457 | 62.193 | 37.807 | 60.99 | 0.900 | bicubic | -49.207 | -37.247 | -123 |
601 | convnext_tiny.fb_in1k | 288 | 46.530 | 53.470 | 63.247 | 36.753 | 28.59 | 1.000 | bicubic | -48.680 | -36.013 | +37 |
602 | regnetv_064.ra3_in1k | 288 | 46.520 | 53.480 | 62.297 | 37.703 | 30.58 | 1.000 | bicubic | -49.280 | -37.123 | -142 |
603 | resnet152.a1h_in1k | 288 | 46.520 | 53.480 | 60.517 | 39.483 | 60.19 | 1.000 | bicubic | -49.260 | -38.783 | -136 |
604 | swin_base_patch4_window7_224.ms_in1k | 224 | 46.507 | 53.493 | 61.470 | 38.530 | 87.77 | 0.900 | bicubic | -49.393 | -37.870 | -176 |
605 | nfnet_l0.ra2_in1k | 224 | 46.503 | 53.497 | 63.047 | 36.953 | 35.07 | 1.000 | bicubic | -48.477 | -36.183 | +100 |
606 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 46.473 | 53.527 | 62.870 | 37.130 | 15.62 | 1.000 | bicubic | -48.917 | -36.470 | -23 |
607 | efficientnetv2_rw_t.ra2_in1k | 224 | 46.437 | 53.563 | 61.437 | 38.563 | 13.65 | 1.000 | bicubic | -48.223 | -37.543 | +189 |
608 | xcit_medium_24_p8_224.fb_in1k | 224 | 46.423 | 53.577 | 59.593 | 40.407 | 84.32 | 1.000 | bicubic | -49.447 | -39.637 | -171 |
609 | coatnet_1_rw_224.sw_in1k | 224 | 46.417 | 53.583 | 60.103 | 39.897 | 41.72 | 0.950 | bicubic | -49.203 | -39.217 | -92 |
610 | gcvit_tiny.in1k | 224 | 46.407 | 53.593 | 61.660 | 38.340 | 28.22 | 0.875 | bicubic | -49.293 | -37.630 | -117 |
611 | fbnetv3_g.ra2_in1k | 288 | 46.397 | 53.603 | 62.460 | 37.540 | 16.62 | 0.950 | bilinear | -48.733 | -36.740 | +51 |
612 | cs3se_edgenet_x.c2ns_in1k | 256 | 46.397 | 53.603 | 61.440 | 38.560 | 50.72 | 1.000 | bicubic | -49.103 | -37.800 | -65 |
613 | resnet51q.ra2_in1k | 256 | 46.393 | 53.607 | 61.360 | 38.640 | 35.70 | 1.000 | bilinear | -48.547 | -37.840 | +104 |
614 | swin_s3_small_224.ms_in1k | 224 | 46.383 | 53.617 | 60.840 | 39.160 | 49.74 | 0.900 | bicubic | -49.467 | -38.350 | -169 |
615 | crossvit_15_dagger_408.in1k | 408 | 46.383 | 53.617 | 60.533 | 39.467 | 28.50 | 1.000 | bicubic | -49.457 | -38.787 | -168 |
616 | resnetrs200.tf_in1k | 320 | 46.373 | 53.627 | 60.960 | 39.040 | 93.21 | 1.000 | bicubic | -49.937 | -38.530 | -316 |
617 | tresnet_xl.miil_in1k | 224 | 46.303 | 53.697 | 61.883 | 38.117 | 78.44 | 0.875 | bilinear | -48.777 | -37.297 | +64 |
618 | sequencer2d_m.in1k | 224 | 46.297 | 53.703 | 60.920 | 39.080 | 38.31 | 0.875 | bicubic | -49.283 | -38.390 | -88 |
619 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 46.280 | 53.720 | 60.613 | 39.387 | 12.11 | 1.000 | bicubic | -49.200 | -38.657 | -68 |
620 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 46.247 | 53.753 | 60.640 | 39.360 | 12.11 | 1.000 | bicubic | -50.003 | -38.640 | -299 |
621 | rexnet_300.nav_in1k | 224 | 46.243 | 53.757 | 62.443 | 37.557 | 34.71 | 0.875 | bicubic | -49.297 | -36.997 | -81 |
622 | resnetrs152.tf_in1k | 256 | 46.213 | 53.787 | 60.767 | 39.233 | 86.62 | 1.000 | bicubic | -49.167 | -38.423 | -37 |
623 | dm_nfnet_f0.dm_in1k | 192 | 46.210 | 53.790 | 61.467 | 38.533 | 71.49 | 0.900 | bicubic | -48.480 | -37.633 | +163 |
624 | resnest50d_1s4x24d.in1k | 224 | 46.203 | 53.797 | 62.513 | 37.487 | 25.68 | 0.875 | bicubic | -48.177 | -36.547 | +247 |
625 | repvit_m1_1.dist_450e_in1k | 224 | 46.187 | 53.813 | 63.347 | 36.653 | 8.80 | 0.950 | bicubic | -48.363 | -35.633 | +203 |
626 | gernet_m.idstcv_in1k | 224 | 46.167 | 53.833 | 62.687 | 37.313 | 21.14 | 0.875 | bilinear | -48.393 | -36.483 | +201 |
627 | deit_small_distilled_patch16_224.fb_in1k | 224 | 46.153 | 53.847 | 62.453 | 37.547 | 22.44 | 0.900 | bicubic | -48.437 | -36.637 | +184 |
628 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 46.137 | 53.863 | 63.470 | 36.530 | 6.00 | 1.000 | bicubic | -46.483 | -34.940 | +595 |
629 | regnety_160.deit_in1k | 288 | 46.127 | 53.873 | 61.787 | 38.213 | 83.59 | 1.000 | bicubic | -49.773 | -37.513 | -204 |
630 | crossvit_base_240.in1k | 240 | 46.087 | 53.913 | 60.227 | 39.773 | 105.03 | 0.875 | bicubic | -48.943 | -38.923 | +63 |
631 | tf_efficientnet_b0.ns_jft_in1k | 224 | 46.067 | 53.933 | 63.280 | 36.720 | 5.29 | 0.875 | bicubic | -47.713 | -35.260 | +384 |
632 | convnextv2_nano.fcmae_ft_in1k | 224 | 46.057 | 53.943 | 62.030 | 37.970 | 15.62 | 1.000 | bicubic | -48.663 | -37.140 | +142 |
633 | resnext101_64x4d.c1_in1k | 224 | 46.053 | 53.947 | 59.503 | 40.497 | 83.46 | 1.000 | bicubic | -49.207 | -39.697 | -14 |
634 | poolformerv2_m36.sail_in1k | 224 | 46.050 | 53.950 | 62.200 | 37.800 | 56.08 | 1.000 | bicubic | -48.990 | -36.950 | +56 |
635 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 46.050 | 53.950 | 61.737 | 38.263 | 11.07 | 1.000 | bicubic | -48.230 | -37.163 | +270 |
636 | poolformerv2_s36.sail_in1k | 224 | 46.030 | 53.970 | 62.300 | 37.700 | 30.79 | 1.000 | bicubic | -48.700 | -36.770 | +134 |
637 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 46.027 | 53.973 | 61.850 | 38.150 | 22.05 | 0.900 | bicubic | -48.883 | -37.430 | +86 |
638 | resnet51q.ra2_in1k | 288 | 46.027 | 53.973 | 60.923 | 39.077 | 35.70 | 1.000 | bilinear | -49.183 | -38.367 | +3 |
639 | 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 | -148 |
640 | crossvit_18_240.in1k | 240 | 45.967 | 54.033 | 60.370 | 39.630 | 43.27 | 0.875 | bicubic | -49.093 | -38.740 | +49 |
641 | nest_base_jx.goog_in1k | 224 | 45.967 | 54.033 | 60.100 | 39.900 | 67.72 | 0.875 | bicubic | -49.563 | -39.240 | -100 |
642 | deit3_small_patch16_224.fb_in1k | 224 | 45.967 | 54.033 | 58.960 | 41.040 | 22.06 | 0.900 | bicubic | -48.733 | -40.110 | +142 |
643 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 45.943 | 54.057 | 61.093 | 38.907 | 38.75 | 0.900 | bicubic | -49.257 | -38.137 | -1 |
644 | regnety_080.ra3_in1k | 288 | 45.933 | 54.067 | 60.840 | 39.160 | 39.18 | 1.000 | bicubic | -49.927 | -38.530 | -206 |
645 | regnetz_c16.ra3_in1k | 320 | 45.930 | 54.070 | 62.750 | 37.250 | 13.46 | 1.000 | bicubic | -49.460 | -36.590 | -65 |
646 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 45.923 | 54.077 | 63.313 | 36.687 | 6.00 | 1.000 | bicubic | -46.827 | -35.427 | +563 |
647 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 45.907 | 54.093 | 61.577 | 38.423 | 11.07 | 1.000 | bicubic | -48.953 | -37.623 | +95 |
648 | twins_pcpvt_base.in1k | 224 | 45.903 | 54.097 | 61.387 | 38.613 | 43.83 | 0.900 | bicubic | -49.567 | -37.963 | -93 |
649 | resnest50d.in1k | 224 | 45.890 | 54.110 | 62.677 | 37.323 | 27.48 | 0.875 | bilinear | -48.740 | -36.463 | +153 |
650 | twins_svt_base.in1k | 224 | 45.880 | 54.120 | 60.913 | 39.087 | 56.07 | 0.900 | bicubic | -49.690 | -38.377 | -115 |
651 | regnety_032.ra_in1k | 288 | 45.873 | 54.127 | 61.527 | 38.473 | 19.44 | 1.000 | bicubic | -49.597 | -37.803 | -94 |
652 | regnetz_c16_evos.ch_in1k | 256 | 45.867 | 54.133 | 62.960 | 37.040 | 13.49 | 0.950 | bicubic | -49.493 | -36.340 | -61 |
653 | convnext_nano.in12k_ft_in1k | 288 | 45.867 | 54.133 | 62.610 | 37.390 | 15.59 | 1.000 | bicubic | -49.523 | -36.720 | -75 |
654 | crossvit_18_dagger_240.in1k | 240 | 45.850 | 54.150 | 59.920 | 40.080 | 44.27 | 0.875 | bicubic | -49.340 | -39.400 | -9 |
655 | convnext_tiny_hnf.a2h_in1k | 288 | 45.840 | 54.160 | 60.143 | 39.857 | 28.59 | 1.000 | bicubic | -49.430 | -39.147 | -40 |
656 | 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 | -55 |
657 | levit_384.fb_dist_in1k | 224 | 45.780 | 54.220 | 61.720 | 38.280 | 39.13 | 0.900 | bicubic | -49.440 | -37.450 | -21 |
658 | levit_conv_384.fb_dist_in1k | 224 | 45.777 | 54.223 | 61.717 | 38.283 | 39.13 | 0.900 | bicubic | -49.443 | -37.463 | -21 |
659 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 45.760 | 54.240 | 61.060 | 38.940 | 27.91 | 0.900 | bicubic | -49.490 | -38.340 | -34 |
660 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 45.733 | 54.267 | 60.303 | 39.697 | 13.68 | 1.000 | bicubic | -49.567 | -38.897 | -51 |
661 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 45.723 | 54.277 | 60.950 | 39.050 | 38.73 | 0.900 | bicubic | -49.367 | -38.370 | +19 |
662 | crossvit_15_dagger_240.in1k | 240 | 45.703 | 54.297 | 60.087 | 39.913 | 28.21 | 0.875 | bicubic | -49.277 | -38.913 | +47 |
663 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 45.697 | 54.303 | 60.527 | 39.473 | 12.12 | 1.000 | bicubic | -49.773 | -38.853 | -107 |
664 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 45.693 | 54.307 | 62.693 | 37.307 | 6.34 | 1.000 | bicubic | -48.497 | -36.347 | +266 |
665 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 45.693 | 54.307 | 61.053 | 38.947 | 38.74 | 0.900 | bicubic | -49.257 | -37.777 | +50 |
666 | convmixer_1536_20.in1k | 224 | 45.673 | 54.327 | 61.730 | 38.270 | 51.63 | 0.960 | bicubic | -49.297 | -37.440 | +46 |
667 | dm_nfnet_f0.dm_in1k | 256 | 45.670 | 54.330 | 61.330 | 38.670 | 71.49 | 0.900 | bicubic | -50.010 | -37.980 | -168 |
668 | regnetx_320.tv2_in1k | 224 | 45.640 | 54.360 | 60.217 | 39.783 | 107.81 | 0.965 | bicubic | -49.680 | -39.073 | -70 |
669 | efficientnetv2_rw_t.ra2_in1k | 288 | 45.620 | 54.380 | 60.170 | 39.830 | 13.65 | 1.000 | bicubic | -49.470 | -39.040 | +10 |
670 | flexivit_small.1200ep_in1k | 240 | 45.603 | 54.397 | 59.907 | 40.093 | 22.06 | 0.950 | bicubic | -49.617 | -39.263 | -35 |
671 | xcit_small_12_p16_224.fb_in1k | 224 | 45.597 | 54.403 | 59.453 | 40.547 | 26.25 | 1.000 | bicubic | -49.273 | -39.567 | +69 |
672 | xcit_medium_24_p16_224.fb_in1k | 224 | 45.590 | 54.410 | 59.000 | 41.000 | 84.40 | 1.000 | bicubic | -49.550 | -40.070 | -12 |
673 | 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 | +10 |
674 | repvit_m1_1.dist_300e_in1k | 224 | 45.550 | 54.450 | 62.743 | 37.257 | 8.80 | 0.950 | bicubic | -48.640 | -36.367 | +256 |
675 | seresnext101_32x4d.gluon_in1k | 224 | 45.547 | 54.453 | 61.107 | 38.893 | 48.96 | 0.875 | bicubic | -48.953 | -37.983 | +164 |
676 | tf_efficientnet_b7.aa_in1k | 600 | 45.490 | 54.510 | 61.783 | 38.217 | 66.35 | 0.949 | bicubic | -50.580 | -37.667 | -311 |
677 | resnet101.a1h_in1k | 224 | 45.477 | 54.523 | 59.807 | 40.193 | 44.55 | 1.000 | bicubic | -49.453 | -39.253 | +44 |
678 | resnet152d.gluon_in1k | 224 | 45.460 | 54.540 | 60.070 | 39.930 | 60.21 | 0.875 | bicubic | -48.990 | -38.840 | +176 |
679 | cs3se_edgenet_x.c2ns_in1k | 320 | 45.447 | 54.553 | 60.433 | 39.567 | 50.72 | 1.000 | bicubic | -50.573 | -39.167 | -287 |
680 | flexivit_small.600ep_in1k | 240 | 45.417 | 54.583 | 59.617 | 40.383 | 22.06 | 0.950 | bicubic | -49.883 | -39.803 | -70 |
681 | wide_resnet101_2.tv2_in1k | 176 | 45.393 | 54.607 | 59.683 | 40.317 | 126.89 | 0.965 | bilinear | -48.547 | -39.207 | +304 |
682 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 45.387 | 54.613 | 61.710 | 38.290 | 9.72 | 1.000 | bicubic | -48.743 | -37.290 | +260 |
683 | pvt_v2_b2.in1k | 224 | 45.387 | 54.613 | 60.697 | 39.303 | 25.36 | 0.900 | bicubic | -49.623 | -38.503 | +16 |
684 | tf_efficientnetv2_s.in1k | 300 | 45.387 | 54.613 | 60.237 | 39.763 | 21.46 | 1.000 | bicubic | -50.013 | -38.923 | -108 |
685 | resnext101_64x4d.c1_in1k | 288 | 45.383 | 54.617 | 59.047 | 40.953 | 83.46 | 1.000 | bicubic | -50.187 | -40.223 | -152 |
686 | nfnet_l0.ra2_in1k | 288 | 45.377 | 54.623 | 62.090 | 37.910 | 35.07 | 1.000 | bicubic | -50.053 | -37.090 | -122 |
687 | regnety_320.seer_ft_in1k | 384 | 45.370 | 54.630 | 62.257 | 37.743 | 145.05 | 1.000 | bicubic | -50.430 | -37.083 | -226 |
688 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 45.370 | 54.630 | 61.997 | 38.003 | 25.03 | 0.875 | bilinear | -49.340 | -37.183 | +87 |
689 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 45.363 | 54.637 | 62.267 | 37.733 | 25.55 | 0.875 | bicubic | -50.027 | -37.153 | -110 |
690 | ecaresnetlight.miil_in1k | 224 | 45.360 | 54.640 | 61.200 | 38.800 | 30.16 | 0.950 | bicubic | -48.690 | -37.730 | +272 |
691 | cs3edgenet_x.c2_in1k | 288 | 45.300 | 54.700 | 60.243 | 39.757 | 47.82 | 1.000 | bicubic | -50.180 | -39.157 | -139 |
692 | resnet101.tv2_in1k | 224 | 45.300 | 54.700 | 60.043 | 39.957 | 44.55 | 0.965 | bilinear | -49.590 | -39.087 | +42 |
693 | cs3edgenet_x.c2_in1k | 256 | 45.293 | 54.707 | 60.173 | 39.827 | 47.82 | 1.000 | bicubic | -50.017 | -39.077 | -89 |
694 | nest_small_jx.goog_in1k | 224 | 45.293 | 54.707 | 59.003 | 40.997 | 38.35 | 0.875 | bicubic | -50.287 | -40.317 | -162 |
695 | resnet61q.ra2_in1k | 288 | 45.273 | 54.727 | 59.333 | 40.667 | 36.85 | 1.000 | bicubic | -49.867 | -39.587 | -37 |
696 | convit_small.fb_in1k | 224 | 45.253 | 54.747 | 60.480 | 39.520 | 27.78 | 0.875 | bicubic | -49.657 | -38.640 | +28 |
697 | efficientvit_b2.r224_in1k | 224 | 45.253 | 54.747 | 59.187 | 40.813 | 24.33 | 0.950 | bicubic | -49.637 | -39.813 | +39 |
698 | nasnetalarge.tf_in1k | 331 | 45.223 | 54.777 | 57.987 | 42.013 | 88.75 | 0.911 | bicubic | -49.947 | -41.183 | -50 |
699 | resnet61q.ra2_in1k | 256 | 45.180 | 54.820 | 59.350 | 40.650 | 36.85 | 1.000 | bicubic | -49.800 | -39.880 | +11 |
700 | tresnet_xl.miil_in1k_448 | 448 | 45.177 | 54.823 | 61.437 | 38.563 | 78.44 | 0.875 | bilinear | -50.373 | -37.763 | -163 |
701 | focalnet_tiny_lrf.ms_in1k | 224 | 45.163 | 54.837 | 61.253 | 38.747 | 28.65 | 0.900 | bicubic | -50.067 | -37.957 | -72 |
702 | rexnet_200.nav_in1k | 224 | 45.143 | 54.857 | 62.303 | 37.697 | 16.37 | 0.875 | bicubic | -49.527 | -36.787 | +93 |
703 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 45.133 | 54.867 | 61.850 | 38.150 | 9.72 | 1.000 | bicubic | -48.827 | -37.100 | +278 |
704 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 45.120 | 54.880 | 62.307 | 37.693 | 6.00 | 1.000 | bicubic | -48.470 | -36.473 | +364 |
705 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 45.117 | 54.883 | 61.630 | 38.370 | 9.72 | 1.000 | bicubic | -48.603 | -37.460 | +328 |
706 | swin_small_patch4_window7_224.ms_in1k | 224 | 45.113 | 54.887 | 60.280 | 39.720 | 49.61 | 0.900 | bicubic | -50.617 | -39.180 | -221 |
707 | sequencer2d_s.in1k | 224 | 45.113 | 54.887 | 60.067 | 39.933 | 27.65 | 0.875 | bicubic | -50.347 | -39.193 | -147 |
708 | regnetv_040.ra3_in1k | 224 | 45.100 | 54.900 | 60.047 | 39.953 | 20.64 | 1.000 | bicubic | -50.330 | -39.033 | -143 |
709 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 45.090 | 54.910 | 61.497 | 38.503 | 9.72 | 1.000 | bicubic | -48.990 | -37.483 | +244 |
710 | tf_efficientnet_b3.aa_in1k | 300 | 45.087 | 54.913 | 60.690 | 39.310 | 12.23 | 0.904 | bicubic | -49.833 | -38.400 | +13 |
711 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 45.070 | 54.930 | 61.483 | 38.517 | 9.72 | 1.000 | bicubic | -49.270 | -37.707 | +175 |
712 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 45.040 | 54.960 | 61.373 | 38.627 | 9.72 | 1.000 | bicubic | -48.340 | -37.387 | +411 |
713 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 44.993 | 55.007 | 59.603 | 40.397 | 16.78 | 0.950 | bicubic | -50.367 | -39.727 | -123 |
714 | resnetrs152.tf_in1k | 320 | 44.983 | 55.017 | 59.653 | 40.347 | 86.62 | 1.000 | bicubic | -50.977 | -39.837 | -302 |
715 | resnet101.a1h_in1k | 288 | 44.957 | 55.043 | 59.337 | 40.663 | 44.55 | 1.000 | bicubic | -50.623 | -39.933 | -184 |
716 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 44.933 | 55.067 | 62.367 | 37.633 | 6.00 | 1.000 | bicubic | -48.917 | -36.543 | +281 |
717 | edgenext_small.usi_in1k | 256 | 44.933 | 55.067 | 61.070 | 38.930 | 5.59 | 1.000 | bicubic | -49.447 | -37.960 | +150 |
718 | resnetv2_101.a1h_in1k | 224 | 44.930 | 55.070 | 59.067 | 40.933 | 44.54 | 1.000 | bicubic | -49.960 | -39.933 | +14 |
719 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 44.923 | 55.077 | 60.660 | 39.340 | 11.07 | 1.000 | bicubic | -49.657 | -38.450 | +97 |
720 | wide_resnet50_2.racm_in1k | 224 | 44.910 | 55.090 | 60.100 | 39.900 | 68.88 | 0.950 | bicubic | -49.730 | -38.950 | +78 |
721 | deit_base_patch16_224.fb_in1k | 224 | 44.907 | 55.093 | 59.190 | 40.810 | 86.57 | 0.900 | bicubic | -50.123 | -39.780 | -27 |
722 | flexivit_small.300ep_in1k | 240 | 44.900 | 55.100 | 59.487 | 40.513 | 22.06 | 0.950 | bicubic | -50.250 | -39.663 | -69 |
723 | coatnet_bn_0_rw_224.sw_in1k | 224 | 44.810 | 55.190 | 60.933 | 39.067 | 27.44 | 0.950 | bicubic | -50.170 | -38.367 | -17 |
724 | tf_efficientnet_b2.ap_in1k | 260 | 44.803 | 55.197 | 60.773 | 39.227 | 9.11 | 0.890 | bicubic | -49.467 | -38.347 | +182 |
725 | resmlp_24_224.fb_distilled_in1k | 224 | 44.797 | 55.203 | 61.507 | 38.493 | 30.02 | 0.875 | bicubic | -49.553 | -37.403 | +156 |
726 | focalnet_tiny_srf.ms_in1k | 224 | 44.787 | 55.213 | 60.993 | 39.007 | 28.43 | 0.900 | bicubic | -50.233 | -38.057 | -31 |
727 | repvit_m2.dist_in1k | 224 | 44.777 | 55.223 | 61.873 | 38.127 | 8.80 | 0.950 | bicubic | -49.683 | -37.277 | +123 |
728 | cait_xxs36_384.fb_dist_in1k | 384 | 44.767 | 55.233 | 59.427 | 40.573 | 17.37 | 1.000 | bicubic | -50.533 | -39.873 | -120 |
729 | tiny_vit_11m_224.in1k | 224 | 44.747 | 55.253 | 60.180 | 39.820 | 11.00 | 0.950 | bicubic | -50.483 | -39.230 | -97 |
730 | resmlp_36_224.fb_distilled_in1k | 224 | 44.730 | 55.270 | 61.157 | 38.843 | 44.69 | 0.875 | bicubic | -49.840 | -38.023 | +90 |
731 | gernet_l.idstcv_in1k | 256 | 44.703 | 55.297 | 58.987 | 41.013 | 31.08 | 0.875 | bilinear | -50.237 | -40.153 | -15 |
732 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 44.697 | 55.303 | 59.433 | 40.567 | 12.12 | 1.000 | bicubic | -49.553 | -39.407 | +184 |
733 | regnety_032.tv2_in1k | 224 | 44.680 | 55.320 | 60.947 | 39.053 | 19.44 | 0.965 | bicubic | -50.210 | -38.103 | -4 |
734 | deit_base_patch16_384.fb_in1k | 384 | 44.667 | 55.333 | 59.570 | 40.430 | 86.86 | 1.000 | bicubic | -50.993 | -39.850 | -224 |
735 | ecaresnet50d.miil_in1k | 224 | 44.623 | 55.377 | 60.817 | 39.183 | 25.58 | 0.950 | bicubic | -49.577 | -38.203 | +193 |
736 | wide_resnet50_2.tv2_in1k | 176 | 44.620 | 55.380 | 59.967 | 40.033 | 68.88 | 0.965 | bilinear | -49.710 | -39.063 | +153 |
737 | ecaresnetlight.miil_in1k | 288 | 44.603 | 55.397 | 60.430 | 39.570 | 30.16 | 0.950 | bicubic | -49.967 | -38.720 | +81 |
738 | ecaresnet50t.ra2_in1k | 256 | 44.573 | 55.427 | 60.433 | 39.567 | 25.57 | 0.950 | bicubic | -50.137 | -38.487 | +38 |
739 | eca_nfnet_l0.ra2_in1k | 224 | 44.570 | 55.430 | 61.177 | 38.823 | 24.14 | 1.000 | bicubic | -50.410 | -38.123 | -31 |
740 | vit_relpos_small_patch16_224.sw_in1k | 224 | 44.540 | 55.460 | 60.223 | 39.777 | 21.98 | 0.900 | bicubic | -50.140 | -38.877 | +51 |
741 | regnety_064.ra3_in1k | 224 | 44.523 | 55.477 | 58.473 | 41.527 | 30.58 | 1.000 | bicubic | -50.977 | -40.897 | -194 |
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 | -153 |
743 | resnetv2_101.a1h_in1k | 288 | 44.497 | 55.503 | 58.627 | 41.373 | 44.54 | 1.000 | bicubic | -51.133 | -40.673 | -231 |
744 | gmlp_s16_224.ra3_in1k | 224 | 44.490 | 55.510 | 58.617 | 41.383 | 19.42 | 0.875 | bicubic | -49.040 | -40.153 | +339 |
745 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 44.487 | 55.513 | 58.170 | 41.830 | 55.84 | 0.897 | bicubic | -49.643 | -40.610 | +201 |
746 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 44.470 | 55.530 | 60.910 | 39.090 | 5.39 | 0.950 | bicubic | -50.160 | -38.140 | +53 |
747 | resnetrs101.tf_in1k | 192 | 44.440 | 55.560 | 59.397 | 40.603 | 63.62 | 0.940 | bicubic | -49.960 | -39.663 | +118 |
748 | ecaresnet101d_pruned.miil_in1k | 224 | 44.433 | 55.567 | 60.057 | 39.943 | 24.88 | 0.950 | bicubic | -50.097 | -39.073 | +84 |
749 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 44.430 | 55.570 | 60.273 | 39.727 | 11.07 | 1.000 | bicubic | -50.800 | -38.947 | -121 |
750 | repvit_m1_0.dist_300e_in1k | 224 | 44.417 | 55.583 | 61.430 | 38.570 | 7.30 | 0.950 | bicubic | -49.353 | -37.490 | +270 |
751 | regnety_160.tv2_in1k | 224 | 44.387 | 55.613 | 59.147 | 40.853 | 83.59 | 0.965 | bicubic | -50.773 | -40.103 | -100 |
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 | +150 |
753 | tresnet_l.miil_in1k | 224 | 44.353 | 55.647 | 59.950 | 40.050 | 55.99 | 0.875 | bilinear | -50.507 | -39.080 | -8 |
754 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 44.337 | 55.663 | 58.723 | 41.277 | 23.70 | 0.950 | bicubic | -51.103 | -40.667 | -191 |
755 | resnext101_32x4d.gluon_in1k | 224 | 44.330 | 55.670 | 59.110 | 40.890 | 44.18 | 0.875 | bicubic | -49.790 | -39.920 | +194 |
756 | gcvit_xtiny.in1k | 224 | 44.250 | 55.750 | 60.027 | 39.973 | 19.98 | 0.875 | bicubic | -50.820 | -39.163 | -72 |
757 | convnextv2_pico.fcmae_ft_in1k | 224 | 44.240 | 55.760 | 60.547 | 39.453 | 9.07 | 0.950 | bicubic | -49.720 | -38.363 | +221 |
758 | poolformer_m48.sail_in1k | 224 | 44.190 | 55.810 | 59.153 | 40.847 | 73.47 | 0.950 | bicubic | -50.920 | -40.067 | -85 |
759 | regnety_080_tv.tv2_in1k | 224 | 44.157 | 55.843 | 58.830 | 41.170 | 39.38 | 0.965 | bicubic | -51.153 | -40.390 | -153 |
760 | 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 | +55 |
761 | crossvit_15_240.in1k | 240 | 44.127 | 55.873 | 59.153 | 40.847 | 27.53 | 0.875 | bicubic | -50.553 | -39.977 | +31 |
762 | regnetz_c16_evos.ch_in1k | 320 | 44.120 | 55.880 | 61.013 | 38.987 | 13.49 | 0.950 | bicubic | -51.540 | -38.387 | -255 |
763 | resnet152s.gluon_in1k | 224 | 44.117 | 55.883 | 58.760 | 41.240 | 60.32 | 0.875 | bicubic | -50.633 | -40.190 | +1 |
764 | fastvit_sa12.apple_dist_in1k | 256 | 44.113 | 55.887 | 59.067 | 40.933 | 11.58 | 0.900 | bicubic | -50.587 | -39.673 | +18 |
765 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 44.097 | 55.903 | 62.033 | 37.967 | 44.54 | 1.000 | bilinear | -51.233 | -37.117 | -169 |
766 | 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 | -200 |
767 | pit_b_224.in1k | 224 | 44.083 | 55.917 | 58.007 | 41.993 | 73.76 | 0.900 | bicubic | -50.727 | -40.813 | -12 |
768 | seresnext50_32x4d.racm_in1k | 224 | 44.080 | 55.920 | 59.927 | 40.073 | 27.56 | 0.950 | bicubic | -50.630 | -39.313 | +11 |
769 | convnextv2_nano.fcmae_ft_in1k | 288 | 44.073 | 55.927 | 60.190 | 39.810 | 15.62 | 1.000 | bicubic | -51.087 | -39.140 | -119 |
770 | inception_resnet_v2.tf_in1k | 299 | 44.070 | 55.930 | 57.923 | 42.077 | 55.84 | 0.897 | bicubic | -50.290 | -40.867 | +109 |
771 | hgnet_small.paddle_in1k | 224 | 44.067 | 55.933 | 60.703 | 39.297 | 24.36 | 1.000 | bicubic | -50.653 | -38.377 | +1 |
772 | resnet152.tv2_in1k | 176 | 44.000 | 56.000 | 57.470 | 42.530 | 60.19 | 0.965 | bilinear | -49.650 | -41.430 | +278 |
773 | pnasnet5large.tf_in1k | 331 | 43.987 | 56.013 | 56.770 | 43.230 | 86.06 | 0.911 | bicubic | -51.393 | -42.360 | -185 |
774 | cs3sedarknet_x.c2ns_in1k | 256 | 43.943 | 56.057 | 59.193 | 40.807 | 35.40 | 1.000 | bicubic | -51.187 | -39.977 | -112 |
775 | poolformer_m36.sail_in1k | 224 | 43.940 | 56.060 | 59.093 | 40.907 | 56.17 | 0.950 | bicubic | -51.120 | -40.067 | -85 |
776 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 43.913 | 56.087 | 59.373 | 40.627 | 13.42 | 0.950 | bicubic | -50.547 | -39.717 | +71 |
777 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 43.903 | 56.097 | 61.923 | 38.077 | 25.56 | 0.875 | bilinear | -50.427 | -37.217 | +111 |
778 | pit_s_224.in1k | 224 | 43.893 | 56.107 | 58.660 | 41.340 | 23.46 | 0.900 | bicubic | -50.717 | -40.390 | +28 |
779 | resnext101_64x4d.gluon_in1k | 224 | 43.890 | 56.110 | 58.713 | 41.287 | 83.46 | 0.875 | bicubic | -50.460 | -40.247 | +105 |
780 | tf_efficientnetv2_s.in1k | 384 | 43.873 | 56.127 | 58.727 | 41.273 | 21.46 | 1.000 | bicubic | -51.887 | -40.613 | -305 |
781 | coatnext_nano_rw_224.sw_in1k | 224 | 43.847 | 56.153 | 58.583 | 41.417 | 14.70 | 0.900 | bicubic | -51.013 | -40.627 | -38 |
782 | resnetaa50d.sw_in12k_ft_in1k | 224 | 43.843 | 56.157 | 59.780 | 40.220 | 25.58 | 1.000 | bicubic | -50.977 | -39.490 | -30 |
783 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 43.833 | 56.167 | 58.823 | 41.177 | 15.25 | 0.950 | bicubic | -50.547 | -40.237 | +87 |
784 | wide_resnet50_2.tv2_in1k | 224 | 43.813 | 56.187 | 59.637 | 40.363 | 68.88 | 0.965 | bilinear | -51.007 | -39.693 | -31 |
785 | cait_xxs36_224.fb_dist_in1k | 224 | 43.803 | 56.197 | 58.790 | 41.210 | 17.30 | 1.000 | bicubic | -50.137 | -39.910 | +199 |
786 | coat_lite_small.in1k | 224 | 43.803 | 56.197 | 57.020 | 42.980 | 19.84 | 0.900 | bicubic | -51.297 | -42.220 | -109 |
787 | regnety_040.ra3_in1k | 224 | 43.780 | 56.220 | 58.007 | 41.993 | 20.65 | 1.000 | bicubic | -51.220 | -41.143 | -87 |
788 | tnt_s_patch16_224 | 224 | 43.773 | 56.227 | 59.213 | 40.787 | 23.76 | 0.900 | bicubic | -50.797 | -39.437 | +31 |
789 | regnetv_040.ra3_in1k | 288 | 43.753 | 56.247 | 58.523 | 41.477 | 20.64 | 1.000 | bicubic | -51.977 | -40.647 | -304 |
790 | pit_xs_distilled_224.in1k | 224 | 43.747 | 56.253 | 60.630 | 39.370 | 11.00 | 0.900 | bicubic | -49.563 | -38.150 | +341 |
791 | convnext_nano.d1h_in1k | 224 | 43.730 | 56.270 | 58.690 | 41.310 | 15.59 | 1.000 | bicubic | -50.590 | -40.350 | +99 |
792 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 43.720 | 56.280 | 59.470 | 40.530 | 18.45 | 0.888 | bicubic | -51.380 | -39.580 | -116 |
793 | cspresnext50.ra_in1k | 256 | 43.713 | 56.287 | 60.243 | 39.757 | 20.57 | 0.887 | bilinear | -50.537 | -38.697 | +121 |
794 | edgenext_small.usi_in1k | 320 | 43.690 | 56.310 | 59.933 | 40.067 | 5.59 | 1.000 | bicubic | -51.160 | -39.347 | -48 |
795 | tf_efficientnet_b5.in1k | 456 | 43.653 | 56.347 | 60.187 | 39.813 | 30.39 | 0.934 | bicubic | -52.197 | -39.223 | -351 |
796 | swinv2_cr_small_224.sw_in1k | 224 | 43.650 | 56.350 | 57.513 | 42.487 | 49.70 | 0.900 | bicubic | -51.770 | -41.767 | -224 |
797 | gcresnet50t.ra2_in1k | 256 | 43.630 | 56.370 | 59.477 | 40.523 | 25.90 | 1.000 | bicubic | -50.950 | -39.413 | +20 |
798 | rexnet_150.nav_in1k | 224 | 43.617 | 56.383 | 60.850 | 39.150 | 9.73 | 0.875 | bicubic | -50.673 | -38.240 | +103 |
799 | swin_s3_tiny_224.ms_in1k | 224 | 43.587 | 56.413 | 59.353 | 40.647 | 28.33 | 0.900 | bicubic | -51.373 | -39.807 | -86 |
800 | resnet101.tv2_in1k | 176 | 43.583 | 56.417 | 57.813 | 42.187 | 44.55 | 0.965 | bilinear | -50.067 | -40.787 | +249 |
801 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 43.553 | 56.447 | 58.437 | 41.563 | 6.71 | 1.000 | bicubic | -51.167 | -40.743 | -28 |
802 | efficientformer_l1.snap_dist_in1k | 224 | 43.533 | 56.467 | 59.930 | 40.070 | 12.29 | 0.950 | bicubic | -50.457 | -39.010 | +172 |
803 | crossvit_small_240.in1k | 240 | 43.533 | 56.467 | 58.980 | 41.020 | 26.86 | 0.875 | bicubic | -51.057 | -40.140 | +8 |
804 | maxvit_nano_rw_256.sw_in1k | 256 | 43.523 | 56.477 | 57.500 | 42.500 | 15.45 | 0.950 | bicubic | -51.957 | -41.810 | -250 |
805 | tf_efficientnet_b4.in1k | 380 | 43.487 | 56.513 | 59.590 | 40.410 | 19.34 | 0.922 | bicubic | -51.993 | -39.540 | -252 |
806 | wide_resnet50_2.racm_in1k | 288 | 43.483 | 56.517 | 59.033 | 40.967 | 68.88 | 0.950 | bicubic | -51.647 | -40.227 | -145 |
807 | cs3sedarknet_x.c2ns_in1k | 288 | 43.483 | 56.517 | 58.797 | 41.203 | 35.40 | 1.000 | bicubic | -51.937 | -40.503 | -240 |
808 | regnety_016.tv2_in1k | 224 | 43.477 | 56.523 | 59.603 | 40.397 | 11.20 | 0.965 | bicubic | -50.963 | -39.417 | +51 |
809 | resnet101d.gluon_in1k | 224 | 43.443 | 56.557 | 58.643 | 41.357 | 44.57 | 0.875 | bicubic | -50.737 | -40.327 | +124 |
810 | efficientvit_b1.r288_in1k | 288 | 43.437 | 56.563 | 57.847 | 42.153 | 9.10 | 1.000 | bicubic | -50.773 | -41.213 | +115 |
811 | resnet101s.gluon_in1k | 224 | 43.417 | 56.583 | 58.703 | 41.297 | 44.67 | 0.875 | bicubic | -50.783 | -40.337 | +118 |
812 | ecaresnet50t.ra2_in1k | 320 | 43.407 | 56.593 | 59.307 | 40.693 | 25.57 | 0.950 | bicubic | -51.703 | -39.803 | -143 |
813 | resnet152.a1_in1k | 224 | 43.400 | 56.600 | 56.463 | 43.537 | 60.19 | 1.000 | bicubic | -51.190 | -42.577 | +1 |
814 | mobilenet_edgetpu_v2_m | 224 | 43.387 | 56.613 | 58.587 | 41.413 | 8.46 | 0.950 | bicubic | -50.663 | -40.433 | +150 |
815 | nf_resnet50.ra2_in1k | 256 | 43.353 | 56.647 | 60.570 | 39.430 | 25.56 | 0.940 | bicubic | -50.787 | -38.380 | +127 |
816 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 43.347 | 56.653 | 58.647 | 41.353 | 15.15 | 0.900 | bicubic | -51.713 | -40.593 | -128 |
817 | cspdarknet53.ra_in1k | 256 | 43.320 | 56.680 | 59.480 | 40.520 | 27.64 | 0.887 | bilinear | -50.840 | -39.510 | +121 |
818 | eca_nfnet_l0.ra2_in1k | 288 | 43.303 | 56.697 | 59.903 | 40.097 | 24.14 | 1.000 | bicubic | -52.137 | -39.307 | -256 |
819 | convmixer_768_32.in1k | 224 | 43.260 | 56.740 | 59.363 | 40.637 | 21.11 | 0.960 | bicubic | -51.150 | -39.747 | +44 |
820 | ecaresnet101d_pruned.miil_in1k | 288 | 43.240 | 56.760 | 58.983 | 41.017 | 24.88 | 0.950 | bicubic | -51.820 | -40.197 | -134 |
821 | xcit_tiny_24_p8_224.fb_in1k | 224 | 43.233 | 56.767 | 57.297 | 42.703 | 12.11 | 1.000 | bicubic | -51.647 | -41.893 | -83 |
822 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 43.227 | 56.773 | 58.140 | 41.860 | 6.71 | 1.000 | bicubic | -52.223 | -41.050 | -262 |
823 | poolformerv2_s24.sail_in1k | 224 | 43.217 | 56.783 | 60.457 | 39.543 | 21.34 | 1.000 | bicubic | -51.233 | -38.553 | +29 |
824 | resnet50d.ra2_in1k | 224 | 43.217 | 56.783 | 59.240 | 40.760 | 25.58 | 0.950 | bicubic | -50.833 | -39.670 | +140 |
825 | visformer_small.in1k | 224 | 43.210 | 56.790 | 57.980 | 42.020 | 40.22 | 0.900 | bicubic | -51.760 | -41.230 | -114 |
826 | repvit_m0_9.dist_300e_in1k | 224 | 43.207 | 56.793 | 60.447 | 39.553 | 5.49 | 0.950 | bicubic | -50.243 | -38.383 | +277 |
827 | fbnetv3_d.ra2_in1k | 224 | 43.180 | 56.820 | 59.540 | 40.460 | 10.31 | 0.950 | bilinear | -50.050 | -39.000 | +313 |
828 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 43.167 | 56.833 | 59.323 | 40.677 | 22.92 | 1.000 | bicubic | -51.403 | -39.867 | -6 |
829 | tf_efficientnetv2_b3.in1k | 240 | 43.167 | 56.833 | 58.913 | 41.087 | 14.36 | 0.904 | bicubic | -51.073 | -40.027 | +91 |
830 | regnetx_160.tv2_in1k | 224 | 43.157 | 56.843 | 57.463 | 42.537 | 54.28 | 0.965 | bicubic | -52.093 | -41.787 | -208 |
831 | cspresnet50.ra_in1k | 256 | 43.147 | 56.853 | 59.217 | 40.783 | 21.62 | 0.887 | bilinear | -50.723 | -39.643 | +161 |
832 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 43.147 | 56.853 | 58.433 | 41.567 | 119.42 | 0.900 | bicubic | -50.063 | -40.037 | +311 |
833 | regnetx_080.tv2_in1k | 224 | 43.147 | 56.853 | 57.983 | 42.017 | 39.57 | 0.965 | bicubic | -51.603 | -41.197 | -68 |
834 | regnety_064.ra3_in1k | 288 | 43.143 | 56.857 | 57.300 | 42.700 | 30.58 | 1.000 | bicubic | -52.677 | -42.100 | -376 |
835 | repvit_m0_9.dist_450e_in1k | 224 | 43.133 | 56.867 | 60.443 | 39.557 | 5.49 | 0.950 | bicubic | -50.337 | -38.517 | +264 |
836 | resnest26d.gluon_in1k | 224 | 43.130 | 56.870 | 60.590 | 39.410 | 17.07 | 0.875 | bilinear | -50.150 | -38.280 | +299 |
837 | cs3darknet_x.c2ns_in1k | 256 | 43.123 | 56.877 | 58.500 | 41.500 | 35.05 | 1.000 | bicubic | -51.857 | -40.660 | -133 |
838 | twins_pcpvt_small.in1k | 224 | 43.110 | 56.890 | 58.930 | 41.070 | 24.11 | 0.900 | bicubic | -51.500 | -39.840 | -34 |
839 | resnet50.b1k_in1k | 224 | 43.097 | 56.903 | 59.013 | 40.987 | 25.56 | 1.000 | bicubic | -50.373 | -39.867 | +261 |
840 | coatnet_nano_rw_224.sw_in1k | 224 | 43.070 | 56.930 | 57.877 | 42.123 | 15.14 | 0.900 | bicubic | -51.960 | -41.103 | -148 |
841 | ecaresnet50d.miil_in1k | 288 | 43.067 | 56.933 | 59.480 | 40.520 | 25.58 | 0.950 | bicubic | -51.603 | -39.770 | -48 |
842 | convnext_nano_ols.d1h_in1k | 224 | 43.027 | 56.973 | 57.933 | 42.067 | 15.65 | 1.000 | bicubic | -51.123 | -41.007 | +98 |
843 | resmlp_36_224.fb_in1k | 224 | 43.010 | 56.990 | 59.413 | 40.587 | 44.69 | 0.875 | bicubic | -50.660 | -39.507 | +201 |
844 | resnet152.gluon_in1k | 224 | 42.973 | 57.027 | 57.740 | 42.260 | 60.19 | 0.875 | bicubic | -51.067 | -40.990 | +121 |
845 | seresnet50.ra2_in1k | 224 | 42.933 | 57.067 | 58.927 | 41.073 | 28.09 | 0.950 | bicubic | -51.407 | -40.203 | +41 |
846 | twins_svt_small.in1k | 224 | 42.933 | 57.067 | 58.430 | 41.570 | 24.06 | 0.900 | bicubic | -51.837 | -40.650 | -85 |
847 | fastvit_sa12.apple_in1k | 256 | 42.923 | 57.077 | 58.873 | 41.127 | 11.58 | 0.900 | bicubic | -51.537 | -40.167 | +2 |
848 | fbnetv3_d.ra2_in1k | 256 | 42.907 | 57.093 | 59.650 | 40.350 | 10.31 | 0.950 | bilinear | -50.913 | -39.250 | +156 |
849 | tf_efficientnet_b1.ap_in1k | 240 | 42.887 | 57.113 | 58.907 | 41.093 | 7.79 | 0.882 | bicubic | -50.753 | -39.843 | +203 |
850 | resnet50.tv2_in1k | 176 | 42.887 | 57.113 | 58.617 | 41.383 | 25.56 | 0.965 | bilinear | -50.733 | -40.343 | +210 |
851 | dpn131.mx_in1k | 224 | 42.883 | 57.117 | 57.167 | 42.833 | 79.25 | 0.875 | bicubic | -50.907 | -41.743 | +163 |
852 | tf_efficientnet_lite4.in1k | 380 | 42.877 | 57.123 | 57.723 | 42.277 | 13.01 | 0.920 | bilinear | -52.013 | -41.367 | -121 |
853 | mobilenet_edgetpu_v2_m | 256 | 42.863 | 57.137 | 58.030 | 41.970 | 8.46 | 0.950 | bicubic | -51.697 | -40.950 | -28 |
854 | resnet152c.gluon_in1k | 224 | 42.850 | 57.150 | 57.793 | 42.207 | 60.21 | 0.875 | bicubic | -51.040 | -41.107 | +137 |
855 | resnet50.tv2_in1k | 224 | 42.840 | 57.160 | 58.543 | 41.457 | 25.56 | 0.965 | bilinear | -51.750 | -40.167 | -43 |
856 | coatnet_0_rw_224.sw_in1k | 224 | 42.807 | 57.193 | 56.297 | 43.703 | 27.44 | 0.950 | bicubic | -52.123 | -42.723 | -134 |
857 | tresnet_l.miil_in1k_448 | 448 | 42.803 | 57.197 | 58.943 | 41.057 | 55.99 | 0.875 | bilinear | -52.607 | -40.457 | -283 |
858 | gcresnet50t.ra2_in1k | 288 | 42.790 | 57.210 | 59.077 | 40.923 | 25.90 | 1.000 | bicubic | -51.980 | -40.033 | -100 |
859 | levit_256.fb_dist_in1k | 224 | 42.787 | 57.213 | 57.913 | 42.087 | 18.89 | 0.900 | bicubic | -51.633 | -41.147 | +1 |
860 | levit_conv_256.fb_dist_in1k | 224 | 42.783 | 57.217 | 57.913 | 42.087 | 18.89 | 0.900 | bicubic | -51.637 | -41.137 | +1 |
861 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 42.777 | 57.223 | 58.860 | 41.140 | 18.45 | 1.000 | bicubic | -52.643 | -40.390 | -293 |
862 | cs3darknet_x.c2ns_in1k | 288 | 42.763 | 57.237 | 58.140 | 41.860 | 35.05 | 1.000 | bicubic | -52.507 | -40.830 | -248 |
863 | dpn107.mx_in1k | 224 | 42.763 | 57.237 | 57.280 | 42.720 | 86.92 | 0.875 | bicubic | -51.247 | -41.540 | +109 |
864 | resnext50_32x4d.tv2_in1k | 224 | 42.753 | 57.247 | 57.563 | 42.437 | 25.03 | 0.965 | bilinear | -51.737 | -41.427 | -22 |
865 | resnetv2_50d_gn.ah_in1k | 224 | 42.750 | 57.250 | 57.873 | 42.127 | 25.57 | 1.000 | bicubic | -51.700 | -41.107 | -9 |
866 | seresnext50_32x4d.gluon_in1k | 224 | 42.700 | 57.300 | 58.657 | 41.343 | 27.56 | 0.875 | bicubic | -51.470 | -40.353 | +69 |
867 | resnet152.a3_in1k | 160 | 42.700 | 57.300 | 56.957 | 43.043 | 60.19 | 0.950 | bicubic | -50.670 | -41.623 | +258 |
868 | tresnet_m.miil_in1k | 224 | 42.693 | 57.307 | 58.193 | 41.807 | 31.39 | 0.875 | bilinear | -51.407 | -40.837 | +83 |
869 | ecaresnet50d_pruned.miil_in1k | 224 | 42.647 | 57.353 | 59.067 | 40.933 | 19.94 | 0.950 | bicubic | -51.183 | -39.873 | +134 |
870 | regnety_040.ra3_in1k | 288 | 42.610 | 57.390 | 57.050 | 42.950 | 20.65 | 1.000 | bicubic | -52.850 | -42.360 | -312 |
871 | resnext101_32x8d.tv_in1k | 224 | 42.600 | 57.400 | 58.370 | 41.630 | 88.79 | 0.875 | bilinear | -51.180 | -40.580 | +145 |
872 | convnext_nano.d1h_in1k | 288 | 42.580 | 57.420 | 57.537 | 42.463 | 15.59 | 1.000 | bicubic | -52.310 | -41.573 | -142 |
873 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 42.573 | 57.427 | 58.060 | 41.940 | 6.72 | 1.000 | bicubic | -51.987 | -40.810 | -49 |
874 | resnetaa50d.sw_in12k_ft_in1k | 288 | 42.560 | 57.440 | 58.427 | 41.573 | 25.58 | 1.000 | bicubic | -52.710 | -40.963 | -261 |
875 | fastvit_s12.apple_dist_in1k | 256 | 42.547 | 57.453 | 58.160 | 41.840 | 9.47 | 0.900 | bicubic | -51.733 | -40.870 | +28 |
876 | resnetv2_50d_evos.ah_in1k | 224 | 42.547 | 57.453 | 57.360 | 42.640 | 25.59 | 1.000 | bicubic | -51.763 | -41.570 | +19 |
877 | efficientvit_b1.r256_in1k | 256 | 42.527 | 57.473 | 57.487 | 42.513 | 9.10 | 1.000 | bicubic | -51.133 | -41.273 | +169 |
878 | nf_resnet50.ra2_in1k | 288 | 42.480 | 57.520 | 59.607 | 40.393 | 25.56 | 0.940 | bicubic | -51.900 | -39.433 | -10 |
879 | resnet50.b2k_in1k | 224 | 42.473 | 57.527 | 58.203 | 41.797 | 25.56 | 1.000 | bicubic | -51.227 | -40.547 | +159 |
880 | seresnext50_32x4d.racm_in1k | 288 | 42.467 | 57.533 | 58.127 | 41.873 | 27.56 | 0.950 | bicubic | -52.543 | -41.013 | -183 |
881 | resnetrs101.tf_in1k | 288 | 42.460 | 57.540 | 57.290 | 42.710 | 63.62 | 0.940 | bicubic | -52.770 | -41.920 | -250 |
882 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 42.457 | 57.543 | 58.277 | 41.723 | 14.25 | 0.888 | bicubic | -52.313 | -40.823 | -123 |
883 | dpn68b.ra_in1k | 224 | 42.457 | 57.543 | 56.810 | 43.190 | 12.61 | 1.000 | bicubic | -50.713 | -41.870 | +266 |
884 | edgenext_small_rw.sw_in1k | 256 | 42.383 | 57.617 | 59.117 | 40.883 | 7.83 | 1.000 | bicubic | -51.437 | -39.783 | +121 |
885 | poolformer_s36.sail_in1k | 224 | 42.383 | 57.617 | 58.803 | 41.197 | 30.86 | 0.900 | bicubic | -52.247 | -40.257 | -84 |
886 | repvit_m1.dist_in1k | 224 | 42.370 | 57.630 | 59.640 | 40.360 | 5.49 | 0.950 | bicubic | -50.970 | -39.130 | +243 |
887 | mobileone_s4.apple_in1k | 224 | 42.370 | 57.630 | 58.053 | 41.947 | 14.95 | 0.900 | bilinear | -51.370 | -40.757 | +143 |
888 | resnet50.ram_in1k | 224 | 42.353 | 57.647 | 56.267 | 43.733 | 25.56 | 0.950 | bicubic | -51.037 | -42.373 | +233 |
889 | nest_tiny_jx.goog_in1k | 224 | 42.347 | 57.653 | 57.040 | 42.960 | 17.06 | 0.875 | bicubic | -52.593 | -42.160 | -170 |
890 | tf_efficientnetv2_b3.in1k | 300 | 42.330 | 57.670 | 58.013 | 41.987 | 14.36 | 0.904 | bicubic | -52.810 | -41.227 | -234 |
891 | legacy_senet154.in1k | 224 | 42.327 | 57.673 | 56.683 | 43.317 | 115.09 | 0.875 | bilinear | -52.413 | -42.237 | -124 |
892 | mobileone_s3.apple_in1k | 224 | 42.300 | 57.700 | 59.327 | 40.673 | 10.17 | 0.900 | bilinear | -50.700 | -39.283 | +277 |
893 | resnet101.a1_in1k | 224 | 42.297 | 57.703 | 55.647 | 44.353 | 44.55 | 1.000 | bicubic | -52.013 | -43.273 | +4 |
894 | hgnet_small.paddle_in1k | 288 | 42.287 | 57.713 | 58.707 | 41.293 | 24.36 | 1.000 | bicubic | -52.803 | -40.503 | -216 |
895 | xcit_tiny_24_p16_224.fb_in1k | 224 | 42.283 | 57.717 | 56.793 | 43.207 | 12.12 | 1.000 | bicubic | -51.567 | -41.957 | +105 |
896 | tf_efficientnet_cc_b1_8e.in1k | 240 | 42.280 | 57.720 | 58.530 | 41.470 | 39.72 | 0.882 | bicubic | -51.310 | -40.180 | +174 |
897 | deit_small_patch16_224.fb_in1k | 224 | 42.267 | 57.733 | 58.037 | 41.963 | 22.05 | 0.900 | bicubic | -51.723 | -41.023 | +79 |
898 | convmixer_1024_20_ks9_p14.in1k | 224 | 42.260 | 57.740 | 59.687 | 40.313 | 24.38 | 0.960 | bicubic | -50.070 | -38.743 | +356 |
899 | resnet152.a1_in1k | 288 | 42.240 | 57.760 | 55.460 | 44.540 | 60.19 | 1.000 | bicubic | -52.900 | -43.550 | -240 |
900 | tf_efficientnet_b2.aa_in1k | 260 | 42.227 | 57.773 | 58.213 | 41.787 | 9.11 | 0.890 | bicubic | -51.983 | -40.717 | +24 |
901 | dpn98.mx_in1k | 224 | 42.170 | 57.830 | 56.677 | 43.323 | 61.57 | 0.875 | bicubic | -51.790 | -42.333 | +79 |
902 | cait_xxs24_384.fb_dist_in1k | 384 | 42.160 | 57.840 | 57.503 | 42.497 | 12.03 | 1.000 | bicubic | -52.780 | -41.597 | -184 |
903 | resnext50_32x4d.ra_in1k | 224 | 42.153 | 57.847 | 57.600 | 42.400 | 25.03 | 0.950 | bicubic | -51.557 | -41.180 | +132 |
904 | hgnet_tiny.paddle_in1k | 224 | 42.150 | 57.850 | 58.930 | 41.070 | 14.74 | 1.000 | bicubic | -51.680 | -40.020 | +98 |
905 | resnext50_32x4d.gluon_in1k | 224 | 42.140 | 57.860 | 57.693 | 42.307 | 25.03 | 0.875 | bicubic | -51.560 | -41.027 | +135 |
906 | resnext50_32x4d.a1h_in1k | 224 | 42.097 | 57.903 | 56.627 | 43.373 | 25.03 | 1.000 | bicubic | -52.323 | -42.143 | -44 |
907 | xception41p.ra3_in1k | 299 | 42.077 | 57.923 | 56.870 | 43.130 | 26.91 | 0.940 | bicubic | -52.993 | -42.320 | -222 |
908 | convnext_nano_ols.d1h_in1k | 288 | 42.037 | 57.963 | 56.863 | 43.137 | 15.65 | 1.000 | bicubic | -52.553 | -42.207 | -95 |
909 | resnet152.a2_in1k | 224 | 42.017 | 57.983 | 55.730 | 44.270 | 60.19 | 1.000 | bicubic | -52.593 | -43.200 | -101 |
910 | resnet50.b1k_in1k | 288 | 41.987 | 58.013 | 58.203 | 41.797 | 25.56 | 1.000 | bicubic | -52.503 | -40.857 | -67 |
911 | resnet50.b2k_in1k | 288 | 41.980 | 58.020 | 57.680 | 42.320 | 25.56 | 1.000 | bicubic | -52.320 | -41.520 | -11 |
912 | pvt_v2_b1.in1k | 224 | 41.963 | 58.037 | 59.583 | 40.417 | 14.01 | 0.900 | bicubic | -51.547 | -39.377 | +175 |
913 | resnext50_32x4d.tv2_in1k | 176 | 41.963 | 58.037 | 56.667 | 43.333 | 25.03 | 0.965 | bilinear | -51.437 | -42.033 | +207 |
914 | efficientnet_b2.ra_in1k | 288 | 41.947 | 58.053 | 58.300 | 41.700 | 9.11 | 1.000 | bicubic | -52.423 | -40.560 | -40 |
915 | gcresnext50ts.ch_in1k | 256 | 41.943 | 58.057 | 57.793 | 42.207 | 15.67 | 1.000 | bicubic | -52.277 | -41.067 | +7 |
916 | efficientnet_b2.ra_in1k | 256 | 41.933 | 58.067 | 58.313 | 41.687 | 9.11 | 1.000 | bicubic | -51.807 | -40.627 | +113 |
917 | resnet50.ra_in1k | 224 | 41.927 | 58.073 | 57.930 | 42.070 | 25.56 | 0.950 | bicubic | -51.503 | -40.800 | +193 |
918 | tf_efficientnet_b3.in1k | 300 | 41.917 | 58.083 | 58.150 | 41.850 | 12.23 | 0.904 | bicubic | -52.353 | -40.740 | -13 |
919 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 41.883 | 58.117 | 57.897 | 42.103 | 10.59 | 0.888 | bicubic | -52.857 | -41.183 | -150 |
920 | cs3sedarknet_l.c2ns_in1k | 256 | 41.873 | 58.127 | 57.767 | 42.233 | 21.91 | 0.950 | bicubic | -53.257 | -41.423 | -254 |
921 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 41.843 | 58.157 | 57.303 | 42.697 | 6.72 | 1.000 | bicubic | -51.497 | -41.367 | +205 |
922 | fastvit_t12.apple_dist_in1k | 256 | 41.827 | 58.173 | 57.600 | 42.400 | 7.55 | 0.900 | bicubic | -52.273 | -41.230 | +28 |
923 | efficientformerv2_s1.snap_dist_in1k | 224 | 41.813 | 58.187 | 57.973 | 42.027 | 6.19 | 0.950 | bicubic | -51.807 | -40.747 | +136 |
924 | resnet50d.ra2_in1k | 288 | 41.797 | 58.203 | 58.137 | 41.863 | 25.58 | 0.950 | bicubic | -53.043 | -41.143 | -174 |
925 | gcvit_xxtiny.in1k | 224 | 41.763 | 58.237 | 58.337 | 41.663 | 12.00 | 0.875 | bicubic | -52.307 | -40.583 | +29 |
926 | poolformer_s24.sail_in1k | 224 | 41.760 | 58.240 | 58.520 | 41.480 | 21.39 | 0.900 | bicubic | -52.620 | -40.660 | -57 |
927 | resnetblur50.bt_in1k | 224 | 41.747 | 58.253 | 57.573 | 42.427 | 25.56 | 0.950 | bicubic | -51.883 | -41.337 | +129 |
928 | resnext50_32x4d.a1h_in1k | 288 | 41.710 | 58.290 | 56.380 | 43.620 | 25.03 | 1.000 | bicubic | -53.290 | -42.810 | -229 |
929 | edgenext_small_rw.sw_in1k | 320 | 41.693 | 58.307 | 58.520 | 41.480 | 7.83 | 1.000 | bicubic | -52.677 | -40.530 | -54 |
930 | cs3darknet_l.c2ns_in1k | 256 | 41.690 | 58.310 | 57.603 | 42.397 | 21.16 | 0.950 | bicubic | -52.700 | -41.517 | -64 |
931 | senet154.gluon_in1k | 224 | 41.687 | 58.313 | 56.510 | 43.490 | 115.09 | 0.875 | bicubic | -53.003 | -42.460 | -144 |
932 | 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 | -337 |
933 | dla102x2.in1k | 224 | 41.677 | 58.323 | 58.027 | 41.973 | 41.28 | 0.875 | bilinear | -52.353 | -40.983 | +35 |
934 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 41.667 | 58.333 | 58.007 | 41.993 | 14.25 | 1.000 | bicubic | -53.593 | -41.013 | -318 |
935 | inception_v4.tf_in1k | 299 | 41.663 | 58.337 | 55.370 | 44.630 | 42.68 | 0.875 | bicubic | -52.707 | -43.690 | -58 |
936 | gcresnext50ts.ch_in1k | 288 | 41.657 | 58.343 | 57.340 | 42.660 | 15.67 | 1.000 | bicubic | -52.853 | -41.620 | -101 |
937 | efficientvit_b1.r224_in1k | 224 | 41.637 | 58.363 | 56.627 | 43.373 | 9.10 | 0.950 | bicubic | -51.683 | -41.993 | +193 |
938 | hrnet_w64.ms_in1k | 224 | 41.623 | 58.377 | 57.193 | 42.807 | 128.06 | 0.875 | bilinear | -52.217 | -41.727 | +63 |
939 | seresnet50.ra2_in1k | 288 | 41.603 | 58.397 | 57.953 | 42.047 | 28.09 | 0.950 | bicubic | -53.167 | -41.027 | -182 |
940 | resnetaa50.a1h_in1k | 224 | 41.600 | 58.400 | 56.603 | 43.397 | 25.56 | 1.000 | bicubic | -52.640 | -42.257 | -21 |
941 | resnet50.c1_in1k | 224 | 41.583 | 58.417 | 56.813 | 43.187 | 25.56 | 1.000 | bicubic | -52.287 | -41.947 | +51 |
942 | haloregnetz_b.ra3_in1k | 224 | 41.563 | 58.437 | 57.063 | 42.937 | 11.68 | 0.940 | bicubic | -52.947 | -41.937 | -106 |
943 | cs3sedarknet_l.c2ns_in1k | 288 | 41.560 | 58.440 | 57.403 | 42.597 | 21.91 | 0.950 | bicubic | -53.550 | -41.887 | -273 |
944 | tf_efficientnet_cc_b0_8e.in1k | 224 | 41.533 | 58.467 | 57.430 | 42.570 | 24.01 | 0.875 | bicubic | -51.337 | -41.030 | +254 |
945 | tf_efficientnetv2_b2.in1k | 208 | 41.530 | 58.470 | 57.373 | 42.627 | 10.10 | 0.890 | bicubic | -52.080 | -41.437 | +118 |
946 | efficientnet_el.ra_in1k | 300 | 41.503 | 58.497 | 58.340 | 41.660 | 10.59 | 0.904 | bicubic | -53.177 | -40.770 | -157 |
947 | convnextv2_pico.fcmae_ft_in1k | 288 | 41.503 | 58.497 | 58.050 | 41.950 | 9.07 | 0.950 | bicubic | -53.067 | -41.090 | -126 |
948 | nf_regnet_b1.ra2_in1k | 256 | 41.497 | 58.503 | 58.867 | 41.133 | 10.22 | 0.900 | bicubic | -51.943 | -39.983 | +159 |
949 | efficientnet_em.ra2_in1k | 240 | 41.490 | 58.510 | 58.863 | 41.137 | 6.90 | 0.882 | bicubic | -52.270 | -40.047 | +73 |
950 | regnetz_b16.ra3_in1k | 224 | 41.487 | 58.513 | 57.347 | 42.653 | 9.72 | 1.000 | bicubic | -52.573 | -41.643 | +9 |
951 | resnet50.a1h_in1k | 224 | 41.463 | 58.537 | 56.793 | 43.207 | 25.56 | 1.000 | bicubic | -52.747 | -42.137 | -25 |
952 | resnet101.a2_in1k | 224 | 41.450 | 58.550 | 55.357 | 44.643 | 44.55 | 1.000 | bicubic | -52.920 | -43.683 | -76 |
953 | halo2botnet50ts_256.a1h_in1k | 256 | 41.443 | 58.557 | 56.267 | 43.733 | 22.64 | 0.950 | bicubic | -53.577 | -43.013 | -257 |
954 | resnetv2_50.a1h_in1k | 224 | 41.440 | 58.560 | 56.870 | 43.130 | 25.55 | 1.000 | bicubic | -52.880 | -41.920 | -63 |
955 | cait_xxs24_224.fb_dist_in1k | 224 | 41.437 | 58.563 | 57.523 | 42.477 | 11.96 | 1.000 | bicubic | -52.063 | -41.307 | +134 |
956 | 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 | -200 |
957 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 41.397 | 58.603 | 57.333 | 42.667 | 28.29 | 0.900 | bicubic | -53.293 | -41.807 | -172 |
958 | ese_vovnet39b.ra_in1k | 224 | 41.390 | 58.610 | 57.357 | 42.643 | 24.57 | 0.950 | bicubic | -52.640 | -41.663 | +9 |
959 | resnetv2_50d_evos.ah_in1k | 288 | 41.390 | 58.610 | 56.560 | 43.440 | 25.59 | 1.000 | bicubic | -53.490 | -42.640 | -222 |
960 | resnet50.a1h_in1k | 176 | 41.380 | 58.620 | 56.610 | 43.390 | 25.56 | 1.000 | bicubic | -52.070 | -42.090 | +144 |
961 | convnext_tiny.fb_in22k_ft_in1k | 288 | 41.353 | 58.647 | 55.377 | 44.623 | 28.59 | 1.000 | bicubic | -52.197 | -43.243 | +119 |
962 | resnet152.tv_in1k | 224 | 41.340 | 58.660 | 57.593 | 42.407 | 60.19 | 0.875 | bilinear | -51.930 | -41.117 | +174 |
963 | xception71.tf_in1k | 299 | 41.333 | 58.667 | 56.007 | 43.993 | 42.34 | 0.903 | bicubic | -52.577 | -42.773 | +24 |
964 | resnet50.ram_in1k | 288 | 41.330 | 58.670 | 55.073 | 44.927 | 25.56 | 0.950 | bicubic | -52.670 | -43.827 | +10 |
965 | gernet_s.idstcv_in1k | 224 | 41.313 | 58.687 | 58.890 | 41.110 | 8.17 | 0.875 | bilinear | -51.137 | -39.520 | +278 |
966 | cs3darknet_l.c2ns_in1k | 288 | 41.313 | 58.687 | 57.390 | 42.610 | 21.16 | 0.950 | bicubic | -53.387 | -41.830 | -185 |
967 | cs3darknet_focus_l.c2ns_in1k | 256 | 41.300 | 58.700 | 57.057 | 42.943 | 21.15 | 0.950 | bicubic | -53.180 | -41.903 | -123 |
968 | 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 |
969 | resnet101.a1_in1k | 288 | 41.273 | 58.727 | 54.253 | 45.747 | 44.55 | 1.000 | bicubic | -53.617 | -44.777 | -233 |
970 | dpn68b.ra_in1k | 288 | 41.253 | 58.747 | 55.043 | 44.957 | 12.61 | 1.000 | bicubic | -52.507 | -43.907 | +55 |
971 | inception_v3.tf_adv_in1k | 299 | 41.240 | 58.760 | 56.337 | 43.663 | 23.83 | 0.875 | bicubic | -51.730 | -42.213 | +205 |
972 | dpn92.mx_in1k | 224 | 41.207 | 58.793 | 56.210 | 43.790 | 37.67 | 0.875 | bicubic | -52.943 | -42.640 | -33 |
973 | resnet101.a3_in1k | 160 | 41.150 | 58.850 | 55.957 | 44.043 | 44.55 | 0.950 | bicubic | -51.730 | -42.563 | +224 |
974 | resnet34d.ra2_in1k | 224 | 41.117 | 58.883 | 56.983 | 43.017 | 21.82 | 0.950 | bicubic | -51.403 | -41.657 | +263 |
975 | resnetv2_50d_gn.ah_in1k | 288 | 41.113 | 58.887 | 56.557 | 43.443 | 25.57 | 1.000 | bicubic | -54.127 | -42.703 | -348 |
976 | resnet50.c1_in1k | 288 | 41.090 | 58.910 | 56.533 | 43.467 | 25.56 | 1.000 | bicubic | -53.420 | -42.537 | -142 |
977 | resnet50d.gluon_in1k | 224 | 41.040 | 58.960 | 57.170 | 42.830 | 25.58 | 0.875 | bicubic | -52.530 | -41.500 | +99 |
978 | nf_regnet_b1.ra2_in1k | 288 | 41.033 | 58.967 | 58.190 | 41.810 | 10.22 | 0.900 | bicubic | -52.877 | -40.750 | +10 |
979 | ecaresnet50d_pruned.miil_in1k | 288 | 40.993 | 59.007 | 57.733 | 42.267 | 19.94 | 0.950 | bicubic | -53.307 | -41.457 | -81 |
980 | resnetv2_50.a1h_in1k | 288 | 40.973 | 59.027 | 56.463 | 43.537 | 25.55 | 1.000 | bicubic | -53.737 | -42.597 | -202 |
981 | convnext_pico.d1_in1k | 224 | 40.970 | 59.030 | 56.743 | 43.257 | 9.05 | 0.950 | bicubic | -52.520 | -42.197 | +111 |
982 | resnet50.c2_in1k | 224 | 40.927 | 59.073 | 55.723 | 44.277 | 25.56 | 1.000 | bicubic | -52.863 | -43.137 | +31 |
983 | fbnetv3_b.ra2_in1k | 224 | 40.923 | 59.077 | 58.737 | 41.263 | 8.60 | 0.950 | bilinear | -51.997 | -39.863 | +204 |
984 | fbnetv3_b.ra2_in1k | 256 | 40.920 | 59.080 | 58.650 | 41.350 | 8.60 | 0.950 | bilinear | -52.730 | -39.990 | +64 |
985 | inception_v3.gluon_in1k | 299 | 40.900 | 59.100 | 55.700 | 44.300 | 23.83 | 0.875 | bicubic | -52.700 | -43.040 | +80 |
986 | tf_efficientnetv2_b1.in1k | 192 | 40.883 | 59.117 | 56.733 | 43.267 | 8.14 | 0.882 | bicubic | -52.347 | -42.027 | +154 |
987 | legacy_xception.tf_in1k | 299 | 40.883 | 59.117 | 56.567 | 43.433 | 22.86 | 0.897 | bicubic | -52.777 | -42.483 | +61 |
988 | convnext_pico_ols.d1_in1k | 224 | 40.880 | 59.120 | 56.830 | 43.170 | 9.06 | 1.000 | bicubic | -52.720 | -42.030 | +78 |
989 | resnet152.a3_in1k | 224 | 40.870 | 59.130 | 55.033 | 44.967 | 60.19 | 0.950 | bicubic | -53.590 | -44.037 | -137 |
990 | cs3darknet_focus_l.c2ns_in1k | 288 | 40.860 | 59.140 | 56.667 | 43.333 | 21.15 | 0.950 | bicubic | -53.950 | -42.513 | -236 |
991 | regnety_320.pycls_in1k | 224 | 40.843 | 59.157 | 56.170 | 43.830 | 145.05 | 0.875 | bicubic | -53.677 | -43.000 | -158 |
992 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 40.837 | 59.163 | 55.277 | 44.723 | 7.52 | 0.950 | bicubic | -53.423 | -43.763 | -79 |
993 | levit_192.fb_dist_in1k | 224 | 40.807 | 59.193 | 56.633 | 43.367 | 10.95 | 0.900 | bicubic | -52.903 | -42.147 | +43 |
994 | regnetx_032.tv2_in1k | 224 | 40.803 | 59.197 | 56.713 | 43.287 | 15.30 | 0.965 | bicubic | -53.737 | -42.177 | -163 |
995 | resnet152.a2_in1k | 288 | 40.800 | 59.200 | 54.300 | 45.700 | 60.19 | 1.000 | bicubic | -54.200 | -44.760 | -293 |
996 | resnet50_gn.a1h_in1k | 224 | 40.797 | 59.203 | 55.823 | 44.177 | 25.56 | 0.950 | bicubic | -53.203 | -43.057 | -23 |
997 | levit_conv_192.fb_dist_in1k | 224 | 40.790 | 59.210 | 56.640 | 43.360 | 10.95 | 0.900 | bicubic | -52.920 | -42.190 | +40 |
998 | tiny_vit_5m_224.in1k | 224 | 40.787 | 59.213 | 57.257 | 42.743 | 5.39 | 0.950 | bicubic | -53.013 | -41.653 | +10 |
999 | resnet101.gluon_in1k | 224 | 40.787 | 59.213 | 56.230 | 43.770 | 44.55 | 0.875 | bicubic | -53.033 | -42.480 | +7 |
1000 | resnext50d_32x4d.bt_in1k | 224 | 40.787 | 59.213 | 55.973 | 44.027 | 25.05 | 0.950 | bicubic | -53.073 | -42.887 | -2 |
1001 | eca_resnet33ts.ra2_in1k | 256 | 40.780 | 59.220 | 57.633 | 42.367 | 19.68 | 1.000 | bicubic | -53.070 | -41.297 | -2 |
1002 | halonet50ts.a1h_in1k | 256 | 40.770 | 59.230 | 55.380 | 44.620 | 22.73 | 0.940 | bicubic | -53.940 | -43.760 | -222 |
1003 | ecaresnet50t.a1_in1k | 224 | 40.753 | 59.247 | 55.163 | 44.837 | 25.57 | 1.000 | bicubic | -53.567 | -43.677 | -111 |
1004 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 40.733 | 59.267 | 56.200 | 43.800 | 5.76 | 1.000 | bicubic | -53.727 | -42.680 | -156 |
1005 | hrnet_w40.ms_in1k | 224 | 40.700 | 59.300 | 56.857 | 43.143 | 57.56 | 0.875 | bilinear | -53.060 | -41.973 | +19 |
1006 | repvgg_b1.rvgg_in1k | 224 | 40.693 | 59.307 | 57.803 | 42.197 | 57.42 | 0.875 | bilinear | -52.727 | -40.967 | +106 |
1007 | skresnext50_32x4d.ra_in1k | 224 | 40.690 | 59.310 | 56.000 | 44.000 | 27.48 | 0.875 | bicubic | -53.290 | -42.820 | -30 |
1008 | vit_base_patch32_384.augreg_in1k | 384 | 40.690 | 59.310 | 55.237 | 44.763 | 88.30 | 1.000 | bicubic | -52.490 | -43.383 | +139 |
1009 | resnet50.d_in1k | 224 | 40.683 | 59.317 | 55.347 | 44.653 | 25.56 | 1.000 | bicubic | -52.897 | -43.503 | +64 |
1010 | resmlp_24_224.fb_in1k | 224 | 40.677 | 59.323 | 56.617 | 43.383 | 30.02 | 0.875 | bicubic | -52.753 | -42.203 | +99 |
1011 | resnetaa50.a1h_in1k | 288 | 40.663 | 59.337 | 56.157 | 43.843 | 25.56 | 1.000 | bicubic | -54.197 | -42.983 | -267 |
1012 | lamhalobotnet50ts_256.a1h_in1k | 256 | 40.650 | 59.350 | 56.103 | 43.897 | 22.57 | 0.950 | bicubic | -54.120 | -43.027 | -251 |
1013 | tf_efficientnet_lite3.in1k | 300 | 40.647 | 59.353 | 56.743 | 43.257 | 8.20 | 0.904 | bilinear | -53.523 | -42.117 | -78 |
1014 | ese_vovnet39b.ra_in1k | 288 | 40.637 | 59.363 | 56.690 | 43.310 | 24.57 | 0.950 | bicubic | -53.863 | -42.400 | -176 |
1015 | resnet50.am_in1k | 224 | 40.593 | 59.407 | 57.333 | 42.667 | 25.56 | 0.875 | bicubic | -53.037 | -41.627 | +42 |
1016 | resnext50_32x4d.ra_in1k | 288 | 40.580 | 59.420 | 56.190 | 43.810 | 25.03 | 0.950 | bicubic | -53.730 | -42.980 | -122 |
1017 | mobilevitv2_175.cvnets_in1k | 256 | 40.570 | 59.430 | 56.230 | 43.770 | 14.25 | 0.888 | bicubic | -53.700 | -42.590 | -110 |
1018 | dla169.in1k | 224 | 40.547 | 59.453 | 57.387 | 42.613 | 53.39 | 0.875 | bilinear | -53.233 | -41.473 | 0 |
1019 | repvgg_b2.rvgg_in1k | 224 | 40.533 | 59.467 | 57.787 | 42.213 | 89.02 | 0.875 | bilinear | -53.037 | -41.073 | +55 |
1020 | regnetx_320.pycls_in1k | 224 | 40.533 | 59.467 | 55.660 | 44.340 | 107.81 | 0.875 | bicubic | -53.677 | -43.180 | -97 |
1021 | xcit_tiny_12_p8_224.fb_in1k | 224 | 40.527 | 59.473 | 55.560 | 44.440 | 6.71 | 1.000 | bicubic | -53.823 | -43.490 | -139 |
1022 | resnext50_32x4d.a1_in1k | 224 | 40.527 | 59.473 | 54.477 | 45.523 | 25.03 | 1.000 | bicubic | -53.253 | -44.413 | -3 |
1023 | pit_xs_224.in1k | 224 | 40.523 | 59.477 | 56.523 | 43.477 | 10.62 | 0.900 | bicubic | -52.377 | -41.797 | +167 |
1024 | wide_resnet101_2.tv_in1k | 224 | 40.517 | 59.483 | 55.997 | 44.003 | 126.89 | 0.875 | bilinear | -53.243 | -42.823 | -1 |
1025 | tresnet_m.miil_in1k_448 | 448 | 40.513 | 59.487 | 56.650 | 43.350 | 31.39 | 0.875 | bilinear | -54.167 | -42.440 | -237 |
1026 | efficientnet_b2_pruned.in1k | 260 | 40.467 | 59.533 | 56.630 | 43.370 | 8.31 | 0.890 | bicubic | -53.333 | -42.210 | -16 |
1027 | resnet50.a1_in1k | 224 | 40.460 | 59.540 | 54.750 | 45.250 | 25.56 | 1.000 | bicubic | -53.230 | -43.720 | +15 |
1028 | regnetz_b16.ra3_in1k | 288 | 40.440 | 59.560 | 56.050 | 43.950 | 9.72 | 1.000 | bicubic | -54.240 | -43.090 | -238 |
1029 | darknetaa53.c2ns_in1k | 256 | 40.427 | 59.573 | 55.907 | 44.093 | 36.02 | 1.000 | bilinear | -53.353 | -43.063 | -12 |
1030 | vit_base_patch16_384.augreg_in1k | 384 | 40.420 | 59.580 | 53.280 | 46.720 | 86.86 | 1.000 | bicubic | -54.040 | -45.800 | -179 |
1031 | tf_efficientnet_b0.ap_in1k | 224 | 40.397 | 59.603 | 56.837 | 43.163 | 5.29 | 0.875 | bicubic | -52.223 | -41.873 | +195 |
1032 | eca_resnet33ts.ra2_in1k | 288 | 40.393 | 59.607 | 57.343 | 42.657 | 19.68 | 1.000 | bicubic | -53.867 | -41.667 | -122 |
1033 | skresnet34.ra_in1k | 224 | 40.390 | 59.610 | 56.777 | 43.223 | 22.28 | 0.875 | bicubic | -52.180 | -41.763 | +201 |
1034 | hgnet_tiny.paddle_in1k | 288 | 40.367 | 59.633 | 56.510 | 43.490 | 14.74 | 1.000 | bicubic | -53.943 | -42.530 | -141 |
1035 | regnetx_160.pycls_in1k | 224 | 40.343 | 59.657 | 56.110 | 43.890 | 54.28 | 0.875 | bicubic | -53.567 | -42.970 | -49 |
1036 | legacy_seresnext101_32x4d.in1k | 224 | 40.330 | 59.670 | 54.863 | 45.137 | 48.96 | 0.875 | bilinear | -53.920 | -44.107 | -121 |
1037 | coat_mini.in1k | 224 | 40.323 | 59.677 | 55.153 | 44.847 | 10.34 | 0.900 | bicubic | -54.427 | -43.897 | -271 |
1038 | resnet34d.ra2_in1k | 288 | 40.310 | 59.690 | 56.160 | 43.840 | 21.82 | 0.950 | bicubic | -53.330 | -42.620 | +15 |
1039 | xception65.tf_in1k | 299 | 40.303 | 59.697 | 55.263 | 44.737 | 39.92 | 0.903 | bicubic | -53.517 | -43.457 | -34 |
1040 | densenet201.tv_in1k | 224 | 40.300 | 59.700 | 56.757 | 43.243 | 20.01 | 0.875 | bicubic | -52.440 | -41.923 | +172 |
1041 | coat_lite_mini.in1k | 224 | 40.300 | 59.700 | 55.657 | 44.343 | 11.01 | 0.900 | bicubic | -53.220 | -43.143 | +45 |
1042 | sebotnet33ts_256.a1h_in1k | 256 | 40.293 | 59.707 | 53.147 | 46.853 | 13.70 | 0.940 | bicubic | -54.057 | -45.943 | -157 |
1043 | mobileone_s2.apple_in1k | 224 | 40.287 | 59.713 | 57.993 | 42.007 | 7.88 | 0.900 | bilinear | -52.343 | -40.687 | +179 |
1044 | efficientnet_el_pruned.in1k | 300 | 40.283 | 59.717 | 56.727 | 43.273 | 10.59 | 0.904 | bicubic | -53.787 | -42.203 | -88 |
1045 | seresnet33ts.ra2_in1k | 256 | 40.260 | 59.740 | 56.987 | 43.013 | 19.78 | 1.000 | bicubic | -53.830 | -41.833 | -93 |
1046 | resnet101.a2_in1k | 288 | 40.253 | 59.747 | 54.237 | 45.763 | 44.55 | 1.000 | bicubic | -54.637 | -44.993 | -313 |
1047 | resnet50.ra_in1k | 288 | 40.247 | 59.753 | 56.270 | 43.730 | 25.56 | 0.950 | bicubic | -53.923 | -42.650 | -110 |
1048 | resnet50.c2_in1k | 288 | 40.193 | 59.807 | 55.240 | 44.760 | 25.56 | 1.000 | bicubic | -54.067 | -43.760 | -137 |
1049 | seresnet50.a1_in1k | 224 | 40.180 | 59.820 | 55.220 | 44.780 | 28.09 | 1.000 | bicubic | -53.570 | -43.520 | -22 |
1050 | hrnet_w48.ms_in1k | 224 | 40.163 | 59.837 | 56.603 | 43.397 | 77.47 | 0.875 | bilinear | -53.887 | -42.347 | -89 |
1051 | poolformerv2_s12.sail_in1k | 224 | 40.150 | 59.850 | 57.463 | 42.537 | 11.89 | 1.000 | bicubic | -52.740 | -41.187 | +143 |
1052 | densenetblur121d.ra_in1k | 224 | 40.143 | 59.857 | 57.227 | 42.773 | 8.00 | 0.950 | bicubic | -52.307 | -41.283 | +191 |
1053 | resnetblur50.bt_in1k | 288 | 40.143 | 59.857 | 56.230 | 43.770 | 25.56 | 0.950 | bicubic | -54.027 | -42.710 | -118 |
1054 | darknetaa53.c2ns_in1k | 288 | 40.137 | 59.863 | 55.777 | 44.223 | 36.02 | 1.000 | bilinear | -54.113 | -43.263 | -138 |
1055 | mobilevitv2_200.cvnets_in1k | 256 | 40.137 | 59.863 | 55.583 | 44.417 | 18.45 | 0.888 | bicubic | -54.423 | -43.427 | -228 |
1056 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 40.117 | 59.883 | 56.133 | 43.867 | 5.29 | 1.000 | bicubic | -53.383 | -42.537 | +32 |
1057 | vit_base_patch16_224.sam_in1k | 224 | 40.113 | 59.887 | 55.543 | 44.457 | 86.57 | 0.900 | bicubic | -53.777 | -43.257 | -67 |
1058 | hrnet_w30.ms_in1k | 224 | 40.107 | 59.893 | 57.130 | 42.870 | 37.71 | 0.875 | bilinear | -53.293 | -41.700 | +59 |
1059 | resnet50d.a1_in1k | 224 | 40.103 | 59.897 | 54.257 | 45.743 | 25.58 | 1.000 | bicubic | -53.847 | -44.613 | -76 |
1060 | fastvit_t12.apple_in1k | 256 | 40.083 | 59.917 | 55.250 | 44.750 | 7.55 | 0.900 | bicubic | -53.417 | -43.520 | +31 |
1061 | legacy_seresnet152.in1k | 224 | 40.073 | 59.927 | 55.887 | 44.113 | 66.82 | 0.875 | bilinear | -53.367 | -42.873 | +45 |
1062 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 40.070 | 59.930 | 56.257 | 43.743 | 5.29 | 1.000 | bicubic | -52.720 | -42.313 | +142 |
1063 | tf_efficientnet_b1.aa_in1k | 240 | 40.040 | 59.960 | 56.170 | 43.830 | 7.79 | 0.882 | bicubic | -53.680 | -42.630 | -29 |
1064 | resnet50_gn.a1h_in1k | 288 | 40.037 | 59.963 | 54.967 | 45.033 | 25.56 | 0.950 | bicubic | -54.583 | -44.183 | -261 |
1065 | gcresnet33ts.ra2_in1k | 256 | 40.000 | 60.000 | 56.307 | 43.693 | 19.88 | 1.000 | bicubic | -53.800 | -42.633 | -54 |
1066 | resnet50.d_in1k | 288 | 39.987 | 60.013 | 54.683 | 45.317 | 25.56 | 1.000 | bicubic | -54.483 | -44.307 | -220 |
1067 | resnet101c.gluon_in1k | 224 | 39.983 | 60.017 | 55.233 | 44.767 | 44.57 | 0.875 | bicubic | -53.747 | -43.527 | -35 |
1068 | regnetx_080.pycls_in1k | 224 | 39.977 | 60.023 | 56.043 | 43.957 | 39.57 | 0.875 | bicubic | -53.813 | -42.787 | -56 |
1069 | darknet53.c2ns_in1k | 256 | 39.967 | 60.033 | 55.963 | 44.037 | 41.61 | 1.000 | bicubic | -54.253 | -43.037 | -148 |
1070 | seresnet33ts.ra2_in1k | 288 | 39.927 | 60.073 | 56.343 | 43.657 | 19.78 | 1.000 | bicubic | -54.333 | -42.697 | -158 |
1071 | fastvit_s12.apple_in1k | 256 | 39.927 | 60.073 | 54.843 | 45.157 | 9.47 | 0.900 | bicubic | -53.773 | -43.827 | -32 |
1072 | resnet34.a1_in1k | 224 | 39.923 | 60.077 | 54.367 | 45.633 | 21.80 | 1.000 | bicubic | -51.897 | -44.063 | +218 |
1073 | resmlp_12_224.fb_distilled_in1k | 224 | 39.883 | 60.117 | 57.423 | 42.577 | 15.35 | 0.875 | bicubic | -52.997 | -41.237 | +122 |
1074 | convnext_pico_ols.d1_in1k | 288 | 39.837 | 60.163 | 55.580 | 44.420 | 9.06 | 1.000 | bicubic | -54.223 | -43.350 | -114 |
1075 | res2net50_26w_8s.in1k | 224 | 39.797 | 60.203 | 54.897 | 45.103 | 48.40 | 0.875 | bilinear | -53.613 | -43.793 | +40 |
1076 | ecaresnet50t.a3_in1k | 160 | 39.793 | 60.207 | 55.553 | 44.447 | 25.57 | 0.950 | bicubic | -52.807 | -43.047 | +151 |
1077 | tf_efficientnetv2_b0.in1k | 224 | 39.787 | 60.213 | 56.310 | 43.690 | 7.14 | 0.875 | bicubic | -53.273 | -42.390 | +79 |
1078 | tf_efficientnetv2_b0.in1k | 192 | 39.787 | 60.213 | 56.257 | 43.743 | 7.14 | 0.875 | bicubic | -52.473 | -42.113 | +188 |
1079 | convnextv2_femto.fcmae_ft_in1k | 224 | 39.773 | 60.227 | 55.823 | 44.177 | 5.23 | 0.950 | bicubic | -53.237 | -42.807 | +86 |
1080 | res2net101_26w_4s.in1k | 224 | 39.763 | 60.237 | 54.583 | 45.417 | 45.21 | 0.875 | bilinear | -53.767 | -44.037 | +4 |
1081 | darknet53.c2ns_in1k | 288 | 39.747 | 60.253 | 55.363 | 44.637 | 41.61 | 1.000 | bicubic | -54.623 | -43.727 | -209 |
1082 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 39.747 | 60.253 | 55.293 | 44.707 | 22.88 | 0.900 | bicubic | -52.443 | -43.187 | +188 |
1083 | regnetx_120.pycls_in1k | 224 | 39.737 | 60.263 | 55.663 | 44.337 | 46.11 | 0.875 | bicubic | -54.563 | -43.237 | -184 |
1084 | hrnet_w44.ms_in1k | 224 | 39.680 | 60.320 | 55.327 | 44.673 | 67.06 | 0.875 | bilinear | -53.950 | -43.523 | -30 |
1085 | xception41.tf_in1k | 299 | 39.663 | 60.337 | 55.010 | 44.990 | 26.97 | 0.903 | bicubic | -53.817 | -43.730 | +11 |
1086 | dla102x.in1k | 224 | 39.653 | 60.347 | 56.490 | 43.510 | 26.31 | 0.875 | bilinear | -53.917 | -42.580 | -11 |
1087 | lambda_resnet50ts.a1h_in1k | 256 | 39.650 | 60.350 | 54.313 | 45.687 | 21.54 | 0.950 | bicubic | -54.920 | -44.857 | -264 |
1088 | tf_efficientnetv2_b1.in1k | 240 | 39.640 | 60.360 | 55.470 | 44.530 | 8.14 | 0.882 | bicubic | -54.090 | -43.380 | -57 |
1089 | densenet161.tv_in1k | 224 | 39.637 | 60.363 | 56.190 | 43.810 | 28.68 | 0.875 | bicubic | -53.293 | -42.620 | +95 |
1090 | resmlp_big_24_224.fb_in1k | 224 | 39.637 | 60.363 | 54.830 | 45.170 | 129.14 | 0.875 | bicubic | -54.633 | -44.120 | -181 |
1091 | sehalonet33ts.ra2_in1k | 256 | 39.627 | 60.373 | 53.993 | 46.007 | 13.69 | 0.940 | bicubic | -54.883 | -44.787 | -254 |
1092 | resnet33ts.ra2_in1k | 256 | 39.620 | 60.380 | 55.933 | 44.067 | 19.68 | 1.000 | bicubic | -54.130 | -42.747 | -66 |
1093 | tf_efficientnet_b2.in1k | 260 | 39.610 | 60.390 | 56.193 | 43.807 | 9.11 | 0.890 | bicubic | -54.130 | -42.477 | -65 |
1094 | mixnet_xl.ra_in1k | 224 | 39.567 | 60.433 | 55.840 | 44.160 | 11.90 | 0.875 | bicubic | -54.683 | -43.110 | -176 |
1095 | hrnet_w32.ms_in1k | 224 | 39.527 | 60.473 | 56.257 | 43.743 | 41.23 | 0.875 | bilinear | -53.433 | -42.223 | +82 |
1096 | vit_small_patch16_384.augreg_in1k | 384 | 39.523 | 60.477 | 54.200 | 45.800 | 22.20 | 1.000 | bicubic | -55.147 | -44.950 | -302 |
1097 | 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 | +139 |
1098 | levit_128.fb_dist_in1k | 224 | 39.470 | 60.530 | 55.337 | 44.663 | 9.21 | 0.900 | bicubic | -53.590 | -43.483 | +60 |
1099 | levit_conv_128.fb_dist_in1k | 224 | 39.460 | 60.540 | 55.440 | 44.560 | 9.21 | 0.900 | bicubic | -53.590 | -43.220 | +61 |
1100 | rexnet_130.nav_in1k | 224 | 39.453 | 60.547 | 56.620 | 43.380 | 7.56 | 0.875 | bicubic | -54.227 | -42.090 | -57 |
1101 | ecaresnet50t.a1_in1k | 288 | 39.443 | 60.557 | 53.630 | 46.370 | 25.57 | 1.000 | bicubic | -55.457 | -45.560 | -374 |
1102 | convnext_pico.d1_in1k | 288 | 39.430 | 60.570 | 55.363 | 44.637 | 9.05 | 0.950 | bicubic | -54.600 | -43.657 | -136 |
1103 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 39.403 | 60.597 | 57.880 | 42.120 | 25.55 | 1.000 | bilinear | -55.347 | -41.170 | -341 |
1104 | resnext50_32x4d.a2_in1k | 224 | 39.400 | 60.600 | 53.827 | 46.173 | 25.03 | 1.000 | bicubic | -54.410 | -44.713 | -96 |
1105 | regnety_064.pycls_in1k | 224 | 39.397 | 60.603 | 55.817 | 44.183 | 30.58 | 0.875 | bicubic | -54.723 | -43.243 | -157 |
1106 | regnety_120.pycls_in1k | 224 | 39.397 | 60.603 | 55.347 | 44.653 | 51.82 | 0.875 | bicubic | -54.673 | -43.733 | -151 |
1107 | seresnet50.a2_in1k | 224 | 39.360 | 60.640 | 53.897 | 46.103 | 28.09 | 1.000 | bicubic | -54.260 | -44.863 | -46 |
1108 | tf_efficientnet_el.in1k | 300 | 39.357 | 60.643 | 55.487 | 44.513 | 10.59 | 0.904 | bicubic | -55.013 | -43.343 | -236 |
1109 | inception_v3.tf_in1k | 299 | 39.353 | 60.647 | 54.380 | 45.620 | 23.83 | 0.875 | bicubic | -53.857 | -43.940 | +34 |
1110 | ecaresnet50t.a2_in1k | 224 | 39.347 | 60.653 | 54.430 | 45.570 | 25.57 | 1.000 | bicubic | -54.803 | -44.450 | -169 |
1111 | resnet50.bt_in1k | 224 | 39.343 | 60.657 | 55.983 | 44.017 | 25.56 | 0.950 | bicubic | -53.647 | -42.747 | +58 |
1112 | gcresnet33ts.ra2_in1k | 288 | 39.343 | 60.657 | 55.917 | 44.083 | 19.88 | 1.000 | bicubic | -55.007 | -42.633 | -228 |
1113 | resnet32ts.ra2_in1k | 256 | 39.297 | 60.703 | 56.270 | 43.730 | 17.96 | 1.000 | bicubic | -54.063 | -42.350 | +12 |
1114 | resnet101.tv_in1k | 224 | 39.297 | 60.703 | 55.857 | 44.143 | 44.55 | 0.875 | bilinear | -53.593 | -42.673 | +78 |
1115 | regnety_160.pycls_in1k | 224 | 39.297 | 60.703 | 55.393 | 44.607 | 83.59 | 0.875 | bicubic | -54.833 | -43.457 | -170 |
1116 | repghostnet_200.in1k | 224 | 39.287 | 60.713 | 56.493 | 43.507 | 9.80 | 0.875 | bicubic | -54.253 | -42.097 | -35 |
1117 | resnet101.a3_in1k | 224 | 39.280 | 60.720 | 53.703 | 46.297 | 44.55 | 0.950 | bicubic | -54.590 | -45.137 | -123 |
1118 | resnext50_32x4d.a1_in1k | 288 | 39.280 | 60.720 | 53.380 | 46.620 | 25.03 | 1.000 | bicubic | -55.090 | -45.390 | -240 |
1119 | mobilevitv2_150.cvnets_in1k | 256 | 39.277 | 60.723 | 55.177 | 44.823 | 10.59 | 0.888 | bicubic | -54.793 | -43.843 | -161 |
1120 | resnet50s.gluon_in1k | 224 | 39.267 | 60.733 | 55.093 | 44.907 | 25.68 | 0.875 | bicubic | -54.313 | -43.557 | -49 |
1121 | densenet121.ra_in1k | 224 | 39.257 | 60.743 | 56.760 | 43.240 | 7.98 | 0.950 | bicubic | -52.453 | -41.700 | +176 |
1122 | tf_efficientnetv2_b2.in1k | 260 | 39.193 | 60.807 | 54.623 | 45.377 | 10.10 | 0.890 | bicubic | -54.877 | -44.387 | -165 |
1123 | densenet169.tv_in1k | 224 | 39.190 | 60.810 | 55.857 | 44.143 | 14.15 | 0.875 | bicubic | -53.150 | -42.713 | +130 |
1124 | resnext50d_32x4d.bt_in1k | 288 | 39.150 | 60.850 | 54.400 | 45.600 | 25.05 | 0.950 | bicubic | -55.290 | -44.640 | -266 |
1125 | legacy_seresnet101.in1k | 224 | 39.113 | 60.887 | 55.110 | 44.890 | 49.33 | 0.875 | bilinear | -54.177 | -43.670 | +9 |
1126 | ecaresnet26t.ra2_in1k | 256 | 39.073 | 60.927 | 55.757 | 44.243 | 16.01 | 0.950 | bicubic | -54.517 | -43.233 | -57 |
1127 | efficientnet_b1_pruned.in1k | 240 | 39.067 | 60.933 | 55.790 | 44.210 | 6.33 | 0.882 | bicubic | -53.993 | -42.920 | +32 |
1128 | repvgg_b1g4.rvgg_in1k | 224 | 39.050 | 60.950 | 56.493 | 43.507 | 39.97 | 0.875 | bilinear | -54.010 | -42.057 | +27 |
1129 | resnet50.a1_in1k | 288 | 38.990 | 61.010 | 53.270 | 46.730 | 25.56 | 1.000 | bicubic | -55.320 | -45.490 | -233 |
1130 | regnety_080.pycls_in1k | 224 | 38.987 | 61.013 | 55.200 | 44.800 | 39.18 | 0.875 | bicubic | -54.913 | -43.790 | -141 |
1131 | resnext50_32x4d.a3_in1k | 160 | 38.977 | 61.023 | 54.143 | 45.857 | 25.03 | 0.950 | bicubic | -53.373 | -44.217 | +120 |
1132 | inception_v3.tv_in1k | 299 | 38.963 | 61.037 | 53.830 | 46.170 | 23.83 | 0.875 | bicubic | -53.937 | -44.860 | +60 |
1133 | convnext_femto.d1_in1k | 224 | 38.943 | 61.057 | 55.507 | 44.493 | 5.22 | 0.950 | bicubic | -53.707 | -43.143 | +88 |
1134 | crossvit_9_dagger_240.in1k | 240 | 38.943 | 61.057 | 54.913 | 45.087 | 8.78 | 0.875 | bicubic | -53.837 | -43.657 | +73 |
1135 | dla102.in1k | 224 | 38.913 | 61.087 | 55.377 | 44.623 | 33.27 | 0.875 | bilinear | -54.377 | -43.373 | -2 |
1136 | legacy_seresnext50_32x4d.in1k | 224 | 38.913 | 61.087 | 54.627 | 45.373 | 27.56 | 0.875 | bilinear | -54.497 | -44.273 | -22 |
1137 | resnet50.a2_in1k | 224 | 38.887 | 61.113 | 53.027 | 46.973 | 25.56 | 1.000 | bicubic | -54.683 | -45.683 | -60 |
1138 | regnety_040.pycls_in1k | 224 | 38.860 | 61.140 | 55.637 | 44.363 | 20.65 | 0.875 | bicubic | -54.770 | -43.323 | -83 |
1139 | visformer_tiny.in1k | 224 | 38.860 | 61.140 | 55.037 | 44.963 | 10.32 | 0.900 | bicubic | -54.110 | -43.743 | +34 |
1140 | res2net101d.in1k | 224 | 38.827 | 61.173 | 53.017 | 46.983 | 45.23 | 0.875 | bilinear | -55.723 | -46.063 | -311 |
1141 | resnet50d.a2_in1k | 224 | 38.817 | 61.183 | 53.797 | 46.203 | 25.58 | 1.000 | bicubic | -54.833 | -44.843 | -90 |
1142 | regnetx_040.pycls_in1k | 224 | 38.807 | 61.193 | 55.500 | 44.500 | 22.12 | 0.875 | bicubic | -54.883 | -43.450 | -101 |
1143 | efficientvit_m5.r224_in1k | 224 | 38.777 | 61.223 | 55.013 | 44.987 | 12.47 | 0.875 | bicubic | -53.353 | -43.497 | +132 |
1144 | regnetx_032.pycls_in1k | 224 | 38.757 | 61.243 | 55.147 | 44.853 | 15.30 | 0.875 | bicubic | -54.543 | -43.553 | -12 |
1145 | res2net50_14w_8s.in1k | 224 | 38.707 | 61.293 | 54.177 | 45.823 | 25.06 | 0.875 | bilinear | -54.303 | -44.423 | +21 |
1146 | res2net50_26w_6s.in1k | 224 | 38.700 | 61.300 | 53.780 | 46.220 | 37.05 | 0.875 | bilinear | -54.880 | -44.980 | -74 |
1147 | dla60_res2net.in1k | 224 | 38.690 | 61.310 | 54.623 | 45.377 | 20.85 | 0.875 | bilinear | -54.750 | -44.227 | -42 |
1148 | dpn68.mx_in1k | 224 | 38.687 | 61.313 | 54.747 | 45.253 | 12.61 | 0.875 | bicubic | -53.623 | -43.863 | +109 |
1149 | densenetblur121d.ra_in1k | 288 | 38.683 | 61.317 | 55.617 | 44.383 | 8.00 | 0.950 | bicubic | -54.327 | -43.163 | +19 |
1150 | wide_resnet50_2.tv_in1k | 224 | 38.663 | 61.337 | 54.543 | 45.457 | 68.88 | 0.875 | bilinear | -54.807 | -44.297 | -52 |
1151 | selecsls60.in1k | 224 | 38.653 | 61.347 | 55.710 | 44.290 | 30.67 | 0.875 | bicubic | -54.327 | -43.120 | +19 |
1152 | resnet33ts.ra2_in1k | 288 | 38.653 | 61.347 | 55.223 | 44.777 | 19.68 | 1.000 | bicubic | -55.297 | -43.247 | -169 |
1153 | regnetx_016.tv2_in1k | 224 | 38.630 | 61.370 | 54.773 | 45.227 | 9.19 | 0.965 | bicubic | -55.390 | -44.147 | -183 |
1154 | dpn68b.mx_in1k | 224 | 38.623 | 61.377 | 55.200 | 44.800 | 12.61 | 0.875 | bicubic | -54.337 | -43.480 | +25 |
1155 | dla60x.in1k | 224 | 38.617 | 61.383 | 55.497 | 44.503 | 17.35 | 0.875 | bilinear | -54.603 | -43.223 | -13 |
1156 | selecsls60b.in1k | 224 | 38.583 | 61.417 | 55.337 | 44.663 | 32.77 | 0.875 | bicubic | -54.897 | -43.503 | -61 |
1157 | resnetrs50.tf_in1k | 160 | 38.573 | 61.427 | 54.097 | 45.903 | 35.69 | 0.910 | bicubic | -54.347 | -44.663 | +31 |
1158 | tf_efficientnet_b0.aa_in1k | 224 | 38.557 | 61.443 | 56.133 | 43.867 | 5.29 | 0.875 | bicubic | -53.833 | -42.377 | +91 |
1159 | resnet32ts.ra2_in1k | 288 | 38.523 | 61.477 | 55.557 | 44.443 | 17.96 | 1.000 | bicubic | -55.077 | -43.273 | -93 |
1160 | dla60_res2next.in1k | 224 | 38.523 | 61.477 | 55.037 | 44.963 | 17.03 | 0.875 | bilinear | -55.087 | -43.603 | -97 |
1161 | seresnet50.a1_in1k | 288 | 38.517 | 61.483 | 53.400 | 46.600 | 28.09 | 1.000 | bicubic | -55.693 | -45.620 | -234 |
1162 | repvgg_a2.rvgg_in1k | 224 | 38.513 | 61.487 | 55.817 | 44.183 | 28.21 | 0.875 | bilinear | -54.147 | -42.743 | +58 |
1163 | hardcorenas_f.miil_green_in1k | 224 | 38.513 | 61.487 | 55.727 | 44.273 | 8.20 | 0.875 | bilinear | -54.507 | -42.983 | +1 |
1164 | hrnet_w18_small_v2.gluon_in1k | 224 | 38.503 | 61.497 | 56.240 | 43.760 | 15.60 | 0.875 | bicubic | -54.467 | -42.500 | +8 |
1165 | regnetx_064.pycls_in1k | 224 | 38.500 | 61.500 | 55.040 | 44.960 | 26.21 | 0.875 | bicubic | -55.160 | -43.780 | -120 |
1166 | hrnet_w18.ms_in1k | 224 | 38.467 | 61.533 | 55.797 | 44.203 | 21.30 | 0.875 | bilinear | -54.283 | -42.853 | +44 |
1167 | resnet50.gluon_in1k | 224 | 38.460 | 61.540 | 54.893 | 45.107 | 25.56 | 0.875 | bicubic | -54.110 | -43.707 | +66 |
1168 | resmlp_12_224.fb_in1k | 224 | 38.450 | 61.550 | 56.363 | 43.637 | 15.35 | 0.875 | bicubic | -53.680 | -42.207 | +106 |
1169 | tf_efficientnet_cc_b0_4e.in1k | 224 | 38.437 | 61.563 | 55.193 | 44.807 | 13.31 | 0.875 | bicubic | -54.423 | -43.247 | +30 |
1170 | resnet50d.a1_in1k | 288 | 38.413 | 61.587 | 52.863 | 47.137 | 25.58 | 1.000 | bicubic | -55.947 | -45.937 | -290 |
1171 | ghostnetv2_160.in1k | 224 | 38.403 | 61.597 | 55.640 | 44.360 | 12.39 | 0.875 | bicubic | -54.737 | -43.010 | -21 |
1172 | tinynet_a.in1k | 192 | 38.347 | 61.653 | 55.497 | 44.503 | 6.19 | 0.875 | bicubic | -54.473 | -43.073 | +29 |
1173 | regnety_008_tv.tv2_in1k | 224 | 38.330 | 61.670 | 54.383 | 45.617 | 6.43 | 0.965 | bicubic | -54.840 | -43.957 | -25 |
1174 | resnet34.a1_in1k | 288 | 38.317 | 61.683 | 52.337 | 47.663 | 21.80 | 1.000 | bicubic | -54.693 | -46.363 | -7 |
1175 | resnet26t.ra2_in1k | 256 | 38.310 | 61.690 | 55.610 | 44.390 | 16.01 | 1.000 | bicubic | -54.620 | -42.920 | +11 |
1176 | densenet121.ra_in1k | 288 | 38.237 | 61.763 | 55.203 | 44.797 | 7.98 | 0.950 | bicubic | -54.513 | -43.317 | +35 |
1177 | mixnet_l.ft_in1k | 224 | 38.227 | 61.773 | 54.873 | 45.127 | 7.33 | 0.875 | bicubic | -55.043 | -43.877 | -40 |
1178 | regnety_032.pycls_in1k | 224 | 38.210 | 61.790 | 54.457 | 45.543 | 19.44 | 0.875 | bicubic | -55.300 | -44.423 | -92 |
1179 | ecaresnet50t.a3_in1k | 224 | 38.203 | 61.797 | 53.593 | 46.407 | 25.57 | 0.950 | bicubic | -55.657 | -45.087 | -184 |
1180 | resnet50d.a3_in1k | 160 | 38.187 | 61.813 | 53.827 | 46.173 | 25.58 | 0.950 | bicubic | -54.093 | -44.503 | +81 |
1181 | poolformer_s12.sail_in1k | 224 | 38.177 | 61.823 | 56.350 | 43.650 | 11.92 | 0.900 | bicubic | -54.333 | -42.040 | +57 |
1182 | efficientnet_b1.ft_in1k | 256 | 38.170 | 61.830 | 54.033 | 45.967 | 7.79 | 1.000 | bicubic | -54.850 | -44.617 | -19 |
1183 | ecaresnet50t.a2_in1k | 288 | 38.147 | 61.853 | 53.023 | 46.977 | 25.57 | 1.000 | bicubic | -56.463 | -46.117 | -378 |
1184 | hardcorenas_e.miil_green_in1k | 224 | 38.137 | 61.863 | 55.203 | 44.797 | 8.07 | 0.875 | bilinear | -54.813 | -43.457 | -3 |
1185 | vit_base_patch16_224.augreg_in1k | 224 | 38.137 | 61.863 | 50.680 | 49.320 | 86.57 | 0.900 | bicubic | -55.203 | -47.980 | -57 |
1186 | convnext_femto_ols.d1_in1k | 224 | 38.097 | 61.903 | 54.223 | 45.777 | 5.23 | 0.950 | bicubic | -54.483 | -44.407 | +45 |
1187 | coat_lite_tiny.in1k | 224 | 38.067 | 61.933 | 53.453 | 46.547 | 5.72 | 0.900 | bicubic | -54.813 | -45.197 | +9 |
1188 | gmixer_24_224.ra3_in1k | 224 | 37.983 | 62.017 | 52.147 | 47.853 | 24.72 | 0.875 | bicubic | -54.687 | -46.093 | +29 |
1189 | hardcorenas_c.miil_green_in1k | 224 | 37.980 | 62.020 | 55.700 | 44.300 | 5.52 | 0.875 | bilinear | -54.340 | -42.940 | +67 |
1190 | resnet50.a3_in1k | 160 | 37.960 | 62.040 | 53.320 | 46.680 | 25.56 | 0.950 | bicubic | -53.700 | -44.930 | +112 |
1191 | resnext50_32x4d.a2_in1k | 288 | 37.953 | 62.047 | 52.380 | 47.620 | 25.03 | 1.000 | bicubic | -56.237 | -46.360 | -259 |
1192 | resnetrs50.tf_in1k | 224 | 37.937 | 62.063 | 53.313 | 46.687 | 35.69 | 0.910 | bicubic | -56.093 | -45.517 | -223 |
1193 | mobilevitv2_125.cvnets_in1k | 256 | 37.917 | 62.083 | 54.110 | 45.890 | 7.48 | 0.888 | bicubic | -55.563 | -44.730 | -99 |
1194 | resnet34.a2_in1k | 224 | 37.903 | 62.097 | 52.890 | 47.110 | 21.80 | 1.000 | bicubic | -53.457 | -45.220 | +120 |
1195 | resnet50c.gluon_in1k | 224 | 37.887 | 62.113 | 54.203 | 45.797 | 25.58 | 0.875 | bicubic | -55.043 | -44.507 | -11 |
1196 | res2net50_26w_4s.in1k | 224 | 37.887 | 62.113 | 53.150 | 46.850 | 25.70 | 0.875 | bilinear | -55.303 | -45.530 | -49 |
1197 | resnest14d.gluon_in1k | 224 | 37.840 | 62.160 | 56.617 | 43.383 | 10.61 | 0.875 | bilinear | -53.300 | -41.733 | +134 |
1198 | efficientnet_es.ra_in1k | 224 | 37.840 | 62.160 | 54.977 | 45.023 | 5.44 | 0.875 | bicubic | -55.100 | -43.683 | -16 |
1199 | efficientformerv2_s0.snap_dist_in1k | 224 | 37.820 | 62.180 | 54.047 | 45.953 | 3.60 | 0.950 | bicubic | -54.050 | -44.353 | +90 |
1200 | cs3darknet_focus_m.c2ns_in1k | 256 | 37.813 | 62.187 | 54.680 | 45.320 | 9.30 | 0.950 | bicubic | -54.667 | -43.760 | +39 |
1201 | convnext_femto.d1_in1k | 288 | 37.803 | 62.197 | 54.297 | 45.703 | 5.22 | 0.950 | bicubic | -55.657 | -44.453 | -100 |
1202 | resnext50_32x4d.tv_in1k | 224 | 37.787 | 62.213 | 54.143 | 45.857 | 25.03 | 0.875 | bilinear | -55.113 | -44.647 | -11 |
1203 | pit_ti_distilled_224.in1k | 224 | 37.760 | 62.240 | 55.683 | 44.317 | 5.10 | 0.900 | bicubic | -52.990 | -42.407 | +141 |
1204 | seresnet50.a2_in1k | 288 | 37.737 | 62.263 | 52.320 | 47.680 | 28.09 | 1.000 | bicubic | -56.713 | -46.520 | -349 |
1205 | efficientnet_b1.ft_in1k | 224 | 37.697 | 62.303 | 53.580 | 46.420 | 7.79 | 1.000 | bicubic | -54.453 | -44.810 | +67 |
1206 | seresnet50.a3_in1k | 160 | 37.613 | 62.387 | 53.253 | 46.747 | 28.09 | 0.950 | bicubic | -53.657 | -44.977 | +114 |
1207 | ecaresnet26t.ra2_in1k | 320 | 37.600 | 62.400 | 54.383 | 45.617 | 16.01 | 0.950 | bicubic | -56.360 | -44.537 | -228 |
1208 | hardcorenas_d.miil_green_in1k | 224 | 37.593 | 62.407 | 54.723 | 45.277 | 7.50 | 0.875 | bilinear | -55.027 | -43.757 | +17 |
1209 | vit_base_patch32_224.augreg_in1k | 224 | 37.590 | 62.410 | 51.877 | 48.123 | 88.22 | 0.900 | bicubic | -53.010 | -45.843 | +141 |
1210 | resnet50.bt_in1k | 288 | 37.577 | 62.423 | 53.763 | 46.237 | 25.56 | 0.950 | bicubic | -56.433 | -45.127 | -239 |
1211 | res2next50.in1k | 224 | 37.530 | 62.470 | 52.880 | 47.120 | 24.67 | 0.875 | bilinear | -55.610 | -45.850 | -60 |
1212 | fastvit_t8.apple_dist_in1k | 256 | 37.513 | 62.487 | 53.863 | 46.137 | 4.03 | 0.900 | bicubic | -55.077 | -44.777 | +18 |
1213 | convnextv2_femto.fcmae_ft_in1k | 288 | 37.487 | 62.513 | 53.620 | 46.380 | 5.23 | 0.950 | bicubic | -56.273 | -44.900 | -192 |
1214 | lambda_resnet26t.c1_in1k | 256 | 37.397 | 62.603 | 53.533 | 46.467 | 10.96 | 0.940 | bicubic | -56.043 | -45.317 | -106 |
1215 | hrnet_w18.ms_aug_in1k | 224 | 37.380 | 62.620 | 54.163 | 45.837 | 21.30 | 0.950 | bilinear | -56.090 | -44.837 | -118 |
1216 | convnextv2_atto.fcmae_ft_in1k | 224 | 37.373 | 62.627 | 53.413 | 46.587 | 3.71 | 0.950 | bicubic | -54.427 | -44.787 | +76 |
1217 | resnet34.bt_in1k | 224 | 37.363 | 62.637 | 53.910 | 46.090 | 21.80 | 0.950 | bicubic | -53.797 | -44.180 | +112 |
1218 | hardcorenas_b.miil_green_in1k | 224 | 37.280 | 62.720 | 55.010 | 44.990 | 5.18 | 0.875 | bilinear | -54.680 | -43.410 | +64 |
1219 | convnext_femto_ols.d1_in1k | 288 | 37.273 | 62.727 | 53.163 | 46.837 | 5.23 | 0.950 | bicubic | -56.137 | -45.637 | -106 |
1220 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 37.253 | 62.747 | 53.560 | 46.440 | 5.48 | 0.875 | bilinear | -54.977 | -44.670 | +47 |
1221 | resnet50d.a2_in1k | 288 | 37.237 | 62.763 | 51.827 | 48.173 | 25.58 | 1.000 | bicubic | -57.243 | -47.083 | -376 |
1222 | res2net50d.in1k | 224 | 37.220 | 62.780 | 51.303 | 48.697 | 25.72 | 0.875 | bilinear | -57.050 | -47.577 | -314 |
1223 | resnet50.a2_in1k | 288 | 37.203 | 62.797 | 51.450 | 48.550 | 25.56 | 1.000 | bicubic | -56.927 | -47.700 | -278 |
1224 | res2net50_48w_2s.in1k | 224 | 37.193 | 62.807 | 53.413 | 46.587 | 25.29 | 0.875 | bilinear | -55.617 | -45.197 | -21 |
1225 | dla60.in1k | 224 | 37.177 | 62.823 | 54.313 | 45.687 | 22.04 | 0.875 | bilinear | -55.533 | -44.237 | -10 |
1226 | cs3darknet_focus_m.c2ns_in1k | 288 | 37.173 | 62.827 | 53.967 | 46.033 | 9.30 | 0.950 | bicubic | -55.947 | -44.773 | -74 |
1227 | fastvit_t8.apple_in1k | 256 | 37.153 | 62.847 | 53.160 | 46.840 | 4.03 | 0.900 | bicubic | -54.787 | -45.250 | +57 |
1228 | cs3darknet_m.c2ns_in1k | 256 | 37.133 | 62.867 | 53.777 | 46.223 | 9.31 | 0.950 | bicubic | -55.647 | -44.723 | -22 |
1229 | vit_small_patch16_224.augreg_in1k | 224 | 37.130 | 62.870 | 51.603 | 48.397 | 22.05 | 0.900 | bicubic | -56.330 | -47.237 | -127 |
1230 | regnety_016.pycls_in1k | 224 | 37.127 | 62.873 | 54.163 | 45.837 | 11.20 | 0.875 | bicubic | -55.923 | -44.527 | -70 |
1231 | lambda_resnet26rpt_256.c1_in1k | 256 | 37.127 | 62.873 | 53.850 | 46.150 | 10.99 | 0.940 | bicubic | -56.293 | -45.030 | -121 |
1232 | eca_halonext26ts.c1_in1k | 256 | 37.127 | 62.873 | 53.090 | 46.910 | 10.76 | 0.940 | bicubic | -56.433 | -45.600 | -152 |
1233 | bat_resnext26ts.ch_in1k | 256 | 37.107 | 62.893 | 53.737 | 46.263 | 10.73 | 0.900 | bicubic | -56.013 | -45.013 | -80 |
1234 | tf_mixnet_l.in1k | 224 | 37.057 | 62.943 | 52.760 | 47.240 | 7.33 | 0.875 | bicubic | -55.993 | -45.770 | -72 |
1235 | rexnet_100.nav_in1k | 224 | 37.050 | 62.950 | 54.090 | 45.910 | 4.80 | 0.875 | bicubic | -55.780 | -44.550 | -35 |
1236 | mobileone_s1.apple_in1k | 224 | 37.037 | 62.963 | 54.653 | 45.347 | 4.83 | 0.900 | bilinear | -54.753 | -43.797 | +57 |
1237 | tf_efficientnet_b1.in1k | 240 | 37.033 | 62.967 | 53.457 | 46.543 | 7.79 | 0.882 | bicubic | -55.907 | -45.233 | -54 |
1238 | botnet26t_256.c1_in1k | 256 | 36.980 | 63.020 | 53.090 | 46.910 | 12.49 | 0.950 | bicubic | -56.430 | -45.570 | -122 |
1239 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 36.970 | 63.030 | 53.153 | 46.847 | 5.28 | 0.950 | bicubic | -54.280 | -44.677 | +84 |
1240 | resnet34.a2_in1k | 288 | 36.967 | 63.033 | 51.520 | 48.480 | 21.80 | 1.000 | bicubic | -55.603 | -46.990 | -8 |
1241 | legacy_seresnet50.in1k | 224 | 36.923 | 63.077 | 53.480 | 46.520 | 28.09 | 0.875 | bilinear | -55.737 | -45.050 | -23 |
1242 | tf_efficientnet_lite2.in1k | 260 | 36.907 | 63.093 | 53.383 | 46.617 | 6.09 | 0.890 | bicubic | -55.803 | -45.237 | -26 |
1243 | ghostnetv2_130.in1k | 224 | 36.870 | 63.130 | 54.220 | 45.780 | 8.96 | 0.875 | bicubic | -55.400 | -44.140 | +20 |
1244 | regnetx_016.pycls_in1k | 224 | 36.847 | 63.153 | 53.400 | 46.600 | 9.19 | 0.875 | bicubic | -55.773 | -45.170 | -20 |
1245 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 36.790 | 63.210 | 53.130 | 46.870 | 5.28 | 0.950 | bicubic | -55.560 | -45.130 | +7 |
1246 | halonet26t.a1h_in1k | 256 | 36.783 | 63.217 | 52.233 | 47.767 | 12.48 | 0.950 | bicubic | -56.827 | -46.457 | -182 |
1247 | densenet121.tv_in1k | 224 | 36.757 | 63.243 | 53.997 | 46.003 | 7.98 | 0.875 | bicubic | -54.683 | -44.243 | +65 |
1248 | mobilenetv2_120d.ra_in1k | 224 | 36.727 | 63.273 | 53.953 | 46.047 | 5.83 | 0.875 | bicubic | -55.933 | -44.707 | -29 |
1249 | hardcorenas_a.miil_green_in1k | 224 | 36.713 | 63.287 | 54.863 | 45.137 | 5.26 | 0.875 | bilinear | -54.957 | -43.397 | +51 |
1250 | eca_botnext26ts_256.c1_in1k | 256 | 36.700 | 63.300 | 52.607 | 47.393 | 10.59 | 0.950 | bicubic | -56.700 | -46.143 | -131 |
1251 | repghostnet_150.in1k | 224 | 36.693 | 63.307 | 54.193 | 45.807 | 6.58 | 0.875 | bicubic | -55.727 | -44.347 | -4 |
1252 | efficientnet_b0.ra_in1k | 224 | 36.673 | 63.327 | 53.597 | 46.403 | 5.29 | 0.875 | bicubic | -55.777 | -45.093 | -10 |
1253 | tf_efficientnet_lite1.in1k | 240 | 36.670 | 63.330 | 53.737 | 46.263 | 5.42 | 0.882 | bicubic | -55.640 | -44.783 | +5 |
1254 | convnext_atto.d2_in1k | 224 | 36.627 | 63.373 | 53.440 | 46.560 | 3.70 | 0.950 | bicubic | -55.263 | -44.970 | +32 |
1255 | resnext50_32x4d.a3_in1k | 224 | 36.620 | 63.380 | 51.210 | 48.790 | 25.03 | 0.950 | bicubic | -56.930 | -47.560 | -176 |
1256 | vit_base_patch32_224.sam_in1k | 224 | 36.590 | 63.410 | 53.083 | 46.917 | 88.22 | 0.900 | bicubic | -53.290 | -44.807 | +113 |
1257 | efficientvit_m4.r224_in1k | 224 | 36.587 | 63.413 | 53.290 | 46.710 | 8.80 | 0.875 | bicubic | -54.163 | -44.800 | +88 |
1258 | levit_128s.fb_dist_in1k | 224 | 36.573 | 63.427 | 53.087 | 46.913 | 7.78 | 0.900 | bicubic | -55.007 | -45.333 | +48 |
1259 | levit_conv_128s.fb_dist_in1k | 224 | 36.570 | 63.430 | 53.073 | 46.927 | 7.78 | 0.900 | bicubic | -54.970 | -45.357 | +49 |
1260 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 36.530 | 63.470 | 52.887 | 47.113 | 3.05 | 1.000 | bicubic | -55.860 | -45.593 | -12 |
1261 | repvgg_a1.rvgg_in1k | 224 | 36.527 | 63.473 | 53.813 | 46.187 | 14.09 | 0.875 | bilinear | -54.633 | -44.297 | +67 |
1262 | resnet34.a3_in1k | 160 | 36.517 | 63.483 | 52.573 | 47.427 | 21.80 | 0.950 | bicubic | -52.133 | -44.797 | +132 |
1263 | tf_efficientnet_em.in1k | 240 | 36.477 | 63.523 | 52.907 | 47.093 | 6.90 | 0.882 | bicubic | -56.723 | -45.773 | -118 |
1264 | mobilevitv2_100.cvnets_in1k | 256 | 36.450 | 63.550 | 53.080 | 46.920 | 4.90 | 0.888 | bicubic | -56.660 | -45.680 | -110 |
1265 | cs3darknet_m.c2ns_in1k | 288 | 36.433 | 63.567 | 53.240 | 46.760 | 9.31 | 0.950 | bicubic | -56.807 | -45.470 | -127 |
1266 | skresnet18.ra_in1k | 224 | 36.333 | 63.667 | 54.257 | 45.743 | 11.96 | 0.875 | bicubic | -53.837 | -43.523 | +99 |
1267 | repvgg_b0.rvgg_in1k | 224 | 36.323 | 63.677 | 54.080 | 45.920 | 15.82 | 0.875 | bilinear | -55.387 | -44.150 | +27 |
1268 | resnet34.bt_in1k | 288 | 36.313 | 63.687 | 52.847 | 47.153 | 21.80 | 0.950 | bicubic | -56.007 | -45.483 | -13 |
1269 | resnet50d.a3_in1k | 224 | 36.310 | 63.690 | 51.330 | 48.670 | 25.58 | 0.950 | bicubic | -57.090 | -47.260 | -151 |
1270 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 36.243 | 63.757 | 53.203 | 46.797 | 4.23 | 0.950 | bicubic | -55.037 | -44.937 | +48 |
1271 | convnext_atto_ols.a2_in1k | 224 | 36.233 | 63.767 | 52.373 | 47.627 | 3.70 | 0.950 | bicubic | -55.637 | -45.987 | +17 |
1272 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 36.193 | 63.807 | 53.193 | 46.807 | 3.05 | 1.000 | bicubic | -55.947 | -45.297 | +1 |
1273 | resnet50.tv_in1k | 224 | 36.157 | 63.843 | 52.870 | 47.130 | 25.56 | 0.875 | bilinear | -55.993 | -45.430 | -3 |
1274 | legacy_seresnet34.in1k | 224 | 36.157 | 63.843 | 52.563 | 47.437 | 21.96 | 0.875 | bilinear | -55.303 | -45.627 | +38 |
1275 | resnet34.tv_in1k | 224 | 36.140 | 63.860 | 53.547 | 46.453 | 21.80 | 0.875 | bilinear | -54.150 | -44.423 | +85 |
1276 | efficientvit_m3.r224_in1k | 224 | 36.137 | 63.863 | 52.550 | 47.450 | 6.90 | 0.875 | bicubic | -53.923 | -45.280 | +90 |
1277 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 36.120 | 63.880 | 54.280 | 45.720 | 5.91 | 0.900 | bicubic | -54.990 | -43.890 | +57 |
1278 | coat_tiny.in1k | 224 | 36.103 | 63.897 | 51.020 | 48.980 | 5.50 | 0.900 | bicubic | -57.397 | -47.660 | -188 |
1279 | seresnext26ts.ch_in1k | 256 | 36.087 | 63.913 | 53.977 | 46.023 | 10.39 | 1.000 | bicubic | -56.473 | -44.553 | -44 |
1280 | resnet50.a3_in1k | 224 | 36.050 | 63.950 | 50.647 | 49.353 | 25.56 | 0.950 | bicubic | -56.920 | -48.063 | -105 |
1281 | tf_efficientnet_lite0.in1k | 224 | 36.033 | 63.967 | 53.487 | 46.513 | 4.65 | 0.875 | bicubic | -55.327 | -44.603 | +34 |
1282 | mobilenetv2_140.ra_in1k | 224 | 36.010 | 63.990 | 53.977 | 46.023 | 6.11 | 0.875 | bicubic | -56.070 | -44.373 | -4 |
1283 | convnextv2_atto.fcmae_ft_in1k | 288 | 36.000 | 64.000 | 51.140 | 48.860 | 3.71 | 0.950 | bicubic | -56.910 | -47.440 | -94 |
1284 | resnext26ts.ra2_in1k | 256 | 35.847 | 64.153 | 53.660 | 46.340 | 10.30 | 1.000 | bicubic | -56.143 | -44.570 | -3 |
1285 | resnet34.gluon_in1k | 224 | 35.830 | 64.170 | 52.370 | 47.630 | 21.80 | 0.875 | bicubic | -55.280 | -45.890 | +50 |
1286 | selecsls42b.in1k | 224 | 35.823 | 64.177 | 52.557 | 47.443 | 32.46 | 0.875 | bicubic | -56.657 | -46.083 | -46 |
1287 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 35.787 | 64.213 | 52.617 | 47.383 | 4.23 | 0.950 | bicubic | -56.293 | -45.653 | -10 |
1288 | convnext_atto.d2_in1k | 288 | 35.770 | 64.230 | 52.350 | 47.650 | 3.70 | 0.950 | bicubic | -57.010 | -46.250 | -83 |
1289 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 35.760 | 64.240 | 52.313 | 47.687 | 3.05 | 1.000 | bicubic | -57.620 | -46.567 | -167 |
1290 | resnet26t.ra2_in1k | 320 | 35.753 | 64.247 | 53.583 | 46.417 | 16.01 | 1.000 | bicubic | -57.207 | -45.267 | -112 |
1291 | seresnet50.a3_in1k | 224 | 35.727 | 64.273 | 51.273 | 48.727 | 28.09 | 0.950 | bicubic | -56.653 | -47.057 | -41 |
1292 | seresnext26ts.ch_in1k | 288 | 35.720 | 64.280 | 53.480 | 46.520 | 10.39 | 1.000 | bicubic | -57.250 | -45.010 | -118 |
1293 | efficientnet_lite0.ra_in1k | 224 | 35.693 | 64.307 | 53.717 | 46.283 | 4.65 | 0.875 | bicubic | -55.577 | -44.233 | +26 |
1294 | mixnet_m.ft_in1k | 224 | 35.657 | 64.343 | 52.450 | 47.550 | 5.01 | 0.875 | bicubic | -56.603 | -45.920 | -30 |
1295 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 35.647 | 64.353 | 53.820 | 46.180 | 11.69 | 0.875 | bilinear | -55.043 | -44.220 | +51 |
1296 | dla34.in1k | 224 | 35.647 | 64.353 | 52.837 | 47.163 | 15.74 | 0.875 | bilinear | -55.613 | -45.193 | +26 |
1297 | resnet18d.ra2_in1k | 224 | 35.640 | 64.360 | 53.560 | 46.440 | 11.71 | 0.950 | bicubic | -54.130 | -44.220 | +76 |
1298 | mobilenetv3_rw.rmsp_in1k | 224 | 35.633 | 64.367 | 53.780 | 46.220 | 5.48 | 0.875 | bicubic | -55.917 | -44.490 | +9 |
1299 | regnetx_008.tv2_in1k | 224 | 35.557 | 64.443 | 51.503 | 48.497 | 7.26 | 0.965 | bicubic | -56.903 | -46.947 | -58 |
1300 | gcresnext26ts.ch_in1k | 256 | 35.553 | 64.447 | 52.180 | 47.820 | 10.48 | 1.000 | bicubic | -56.877 | -46.290 | -56 |
1301 | convnext_atto_ols.a2_in1k | 288 | 35.553 | 64.447 | 51.447 | 48.553 | 3.70 | 0.950 | bicubic | -57.397 | -47.133 | -120 |
1302 | eca_resnext26ts.ch_in1k | 256 | 35.473 | 64.527 | 52.957 | 47.043 | 10.30 | 1.000 | bicubic | -56.757 | -45.713 | -36 |
1303 | efficientnet_es_pruned.in1k | 224 | 35.397 | 64.603 | 52.883 | 47.117 | 5.44 | 0.875 | bicubic | -56.313 | -45.357 | -7 |
1304 | ese_vovnet19b_dw.ra_in1k | 224 | 35.360 | 64.640 | 52.570 | 47.430 | 6.54 | 0.950 | bicubic | -56.670 | -45.860 | -25 |
1305 | repghostnet_130.in1k | 224 | 35.323 | 64.677 | 52.740 | 47.260 | 5.48 | 0.875 | bicubic | -56.607 | -45.620 | -20 |
1306 | mobilenetv2_110d.ra_in1k | 224 | 35.300 | 64.700 | 52.807 | 47.193 | 4.52 | 0.875 | bicubic | -56.020 | -45.343 | +10 |
1307 | seresnext26t_32x4d.bt_in1k | 224 | 35.300 | 64.700 | 52.090 | 47.910 | 16.81 | 0.950 | bicubic | -57.450 | -46.540 | -95 |
1308 | tf_mixnet_m.in1k | 224 | 35.247 | 64.753 | 51.013 | 48.987 | 5.01 | 0.875 | bicubic | -56.973 | -47.437 | -40 |
1309 | hrnet_w18_small_v2.ms_in1k | 224 | 35.233 | 64.767 | 52.543 | 47.457 | 15.60 | 0.875 | bilinear | -55.937 | -45.827 | +18 |
1310 | 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 | +53 |
1311 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 35.183 | 64.817 | 53.027 | 46.973 | 3.77 | 0.950 | bicubic | -55.917 | -45.023 | +25 |
1312 | convit_tiny.fb_in1k | 224 | 35.097 | 64.903 | 51.810 | 48.190 | 5.71 | 0.875 | bicubic | -55.483 | -46.380 | +39 |
1313 | resnet34.a3_in1k | 224 | 35.090 | 64.910 | 50.520 | 49.480 | 21.80 | 0.950 | bicubic | -55.210 | -47.370 | +46 |
1314 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 35.060 | 64.940 | 52.743 | 47.257 | 3.77 | 0.950 | bicubic | -55.340 | -45.057 | +42 |
1315 | seresnext26d_32x4d.bt_in1k | 224 | 35.060 | 64.940 | 51.693 | 48.307 | 16.81 | 0.950 | bicubic | -57.240 | -46.867 | -57 |
1316 | resnet18.a1_in1k | 224 | 35.060 | 64.940 | 51.097 | 48.903 | 11.69 | 1.000 | bicubic | -54.080 | -46.233 | +70 |
1317 | gcresnext26ts.ch_in1k | 288 | 35.013 | 64.987 | 51.460 | 48.540 | 10.48 | 1.000 | bicubic | -57.797 | -46.990 | -115 |
1318 | tinynet_b.in1k | 188 | 35.003 | 64.997 | 52.107 | 47.893 | 3.73 | 0.875 | bicubic | -56.127 | -45.983 | +14 |
1319 | regnety_004.tv2_in1k | 224 | 34.940 | 65.060 | 51.410 | 48.590 | 4.34 | 0.965 | bicubic | -56.650 | -46.890 | -15 |
1320 | eca_resnext26ts.ch_in1k | 288 | 34.933 | 65.067 | 52.367 | 47.633 | 10.30 | 1.000 | bicubic | -57.837 | -46.343 | -112 |
1321 | resnet26d.bt_in1k | 224 | 34.927 | 65.073 | 52.597 | 47.403 | 16.01 | 0.950 | bicubic | -57.363 | -45.903 | -61 |
1322 | regnety_008.pycls_in1k | 224 | 34.883 | 65.117 | 51.887 | 48.113 | 6.26 | 0.875 | bicubic | -56.997 | -46.533 | -35 |
1323 | resnext26ts.ra2_in1k | 288 | 34.780 | 65.220 | 52.823 | 47.177 | 10.30 | 1.000 | bicubic | -57.650 | -45.567 | -78 |
1324 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 34.780 | 65.220 | 52.707 | 47.293 | 3.77 | 0.950 | bicubic | -55.480 | -45.383 | +39 |
1325 | mobilenetv3_large_100.ra_in1k | 224 | 34.677 | 65.323 | 52.933 | 47.067 | 5.48 | 0.875 | bicubic | -56.793 | -45.387 | -16 |
1326 | crossvit_9_240.in1k | 240 | 34.677 | 65.323 | 51.810 | 48.190 | 8.55 | 0.875 | bicubic | -56.393 | -46.500 | +14 |
1327 | tf_efficientnet_b0.in1k | 224 | 34.667 | 65.333 | 51.160 | 48.840 | 5.29 | 0.875 | bicubic | -57.603 | -47.400 | -65 |
1328 | pit_ti_224.in1k | 224 | 34.647 | 65.353 | 52.173 | 47.827 | 4.85 | 0.900 | bicubic | -55.803 | -45.837 | +27 |
1329 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 34.443 | 65.557 | 52.423 | 47.577 | 3.77 | 0.950 | bicubic | -55.387 | -45.347 | +41 |
1330 | pvt_v2_b0.in1k | 224 | 34.407 | 65.593 | 53.107 | 46.893 | 3.67 | 0.900 | bicubic | -54.583 | -44.573 | +57 |
1331 | 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 | +2 |
1332 | resnet26.bt_in1k | 224 | 34.357 | 65.643 | 51.767 | 48.233 | 16.00 | 0.950 | bicubic | -57.153 | -46.413 | -23 |
1333 | fbnetc_100.rmsp_in1k | 224 | 34.337 | 65.663 | 51.490 | 48.510 | 5.57 | 0.875 | bilinear | -56.913 | -46.710 | -9 |
1334 | tf_efficientnet_es.in1k | 224 | 34.300 | 65.700 | 51.507 | 48.493 | 5.44 | 0.875 | bicubic | -57.800 | -46.923 | -58 |
1335 | regnety_006.pycls_in1k | 224 | 34.293 | 65.707 | 51.413 | 48.587 | 6.06 | 0.875 | bicubic | -57.327 | -47.017 | -32 |
1336 | resnet18d.ra2_in1k | 288 | 34.240 | 65.760 | 51.740 | 48.260 | 11.71 | 0.950 | bicubic | -56.530 | -46.410 | +6 |
1337 | ghostnetv2_100.in1k | 224 | 34.137 | 65.863 | 52.050 | 47.950 | 6.16 | 0.875 | bicubic | -57.523 | -46.010 | -36 |
1338 | repvgg_a0.rvgg_in1k | 224 | 34.100 | 65.900 | 51.993 | 48.007 | 9.11 | 0.875 | bilinear | -55.700 | -45.787 | +34 |
1339 | resnet18.a1_in1k | 288 | 34.050 | 65.950 | 49.517 | 50.483 | 11.69 | 1.000 | bicubic | -56.140 | -48.263 | +25 |
1340 | tf_mobilenetv3_large_100.in1k | 224 | 33.990 | 66.010 | 51.563 | 48.437 | 5.48 | 0.875 | bilinear | -57.420 | -46.677 | -27 |
1341 | mnasnet_100.rmsp_in1k | 224 | 33.873 | 66.127 | 51.227 | 48.773 | 4.38 | 0.875 | bicubic | -57.387 | -46.933 | -19 |
1342 | regnetx_004_tv.tv2_in1k | 224 | 33.850 | 66.150 | 49.890 | 50.110 | 5.50 | 0.965 | bicubic | -57.310 | -48.300 | -12 |
1343 | repghostnet_111.in1k | 224 | 33.800 | 66.200 | 51.553 | 48.447 | 4.54 | 0.875 | bicubic | -57.300 | -46.527 | -6 |
1344 | mobilevit_s.cvnets_in1k | 256 | 33.793 | 66.207 | 49.457 | 50.543 | 5.58 | 0.900 | bicubic | -59.437 | -49.213 | -205 |
1345 | ese_vovnet19b_dw.ra_in1k | 288 | 33.763 | 66.237 | 50.940 | 49.060 | 6.54 | 0.950 | bicubic | -58.977 | -47.710 | -131 |
1346 | regnetx_008.pycls_in1k | 224 | 33.750 | 66.250 | 50.593 | 49.407 | 7.26 | 0.875 | bicubic | -57.470 | -47.787 | -21 |
1347 | lcnet_100.ra2_in1k | 224 | 33.730 | 66.270 | 52.107 | 47.893 | 2.95 | 0.875 | bicubic | -55.190 | -45.263 | +42 |
1348 | semnasnet_075.rmsp_in1k | 224 | 33.707 | 66.293 | 52.433 | 47.567 | 2.91 | 0.875 | bicubic | -56.573 | -45.497 | +13 |
1349 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 33.680 | 66.320 | 50.713 | 49.287 | 6.36 | 1.000 | bicubic | -58.030 | -47.687 | -54 |
1350 | 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 | -24 |
1351 | mixnet_s.ft_in1k | 224 | 33.613 | 66.387 | 51.060 | 48.940 | 4.13 | 0.875 | bicubic | -58.197 | -47.280 | -60 |
1352 | semnasnet_100.rmsp_in1k | 224 | 33.553 | 66.447 | 50.830 | 49.170 | 3.89 | 0.875 | bicubic | -58.117 | -47.330 | -53 |
1353 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 33.533 | 66.467 | 50.990 | 49.010 | 5.79 | 1.000 | bicubic | -59.957 | -47.830 | -260 |
1354 | spnasnet_100.rmsp_in1k | 224 | 33.503 | 66.497 | 51.287 | 48.713 | 4.42 | 0.875 | bilinear | -57.167 | -46.673 | -6 |
1355 | crossvit_tiny_240.in1k | 240 | 33.437 | 66.563 | 49.937 | 50.063 | 7.01 | 0.875 | bicubic | -57.093 | -48.003 | -3 |
1356 | mobilevitv2_075.cvnets_in1k | 256 | 33.423 | 66.577 | 50.133 | 49.867 | 2.87 | 0.888 | bicubic | -58.567 | -48.177 | -76 |
1357 | regnetx_006.pycls_in1k | 224 | 33.313 | 66.687 | 50.303 | 49.697 | 6.20 | 0.875 | bicubic | -57.437 | -47.927 | -11 |
1358 | vgg19_bn.tv_in1k | 224 | 33.307 | 66.693 | 50.877 | 49.123 | 143.68 | 0.875 | bilinear | -57.673 | -47.243 | -17 |
1359 | efficientvit_m2.r224_in1k | 224 | 33.190 | 66.810 | 49.777 | 50.223 | 4.19 | 0.875 | bicubic | -55.750 | -47.573 | +29 |
1360 | resnet18.a2_in1k | 224 | 33.173 | 66.827 | 49.617 | 50.383 | 11.69 | 1.000 | bicubic | -54.717 | -47.473 | +42 |
1361 | repghostnet_100.in1k | 224 | 33.133 | 66.867 | 50.753 | 49.247 | 4.07 | 0.875 | bicubic | -57.527 | -47.357 | -12 |
1362 | edgenext_x_small.in1k | 288 | 33.130 | 66.870 | 49.043 | 50.957 | 2.34 | 1.000 | bicubic | -58.460 | -49.147 | -57 |
1363 | seresnext26t_32x4d.bt_in1k | 288 | 33.073 | 66.927 | 50.247 | 49.753 | 16.81 | 0.950 | bicubic | -60.267 | -48.453 | -236 |
1364 | 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 | +26 |
1365 | resnet18.tv_in1k | 224 | 33.023 | 66.977 | 51.143 | 48.857 | 11.69 | 0.875 | bilinear | -55.177 | -45.967 | +35 |
1366 | seresnext26d_32x4d.bt_in1k | 288 | 32.990 | 67.010 | 49.877 | 50.123 | 16.81 | 0.950 | bicubic | -60.070 | -48.793 | -210 |
1367 | mobileone_s0.apple_in1k | 224 | 32.983 | 67.017 | 51.093 | 48.907 | 5.29 | 0.875 | bilinear | -55.797 | -46.137 | +24 |
1368 | edgenext_x_small.in1k | 256 | 32.983 | 67.017 | 48.857 | 51.143 | 2.34 | 1.000 | bicubic | -58.107 | -49.163 | -29 |
1369 | hrnet_w18_small.gluon_in1k | 224 | 32.833 | 67.167 | 50.483 | 49.517 | 13.19 | 0.875 | bicubic | -57.477 | -47.277 | -11 |
1370 | legacy_seresnext26_32x4d.in1k | 224 | 32.760 | 67.240 | 49.217 | 50.783 | 16.79 | 0.875 | bicubic | -59.830 | -49.213 | -141 |
1371 | hrnet_w18_small.ms_in1k | 224 | 32.720 | 67.280 | 50.663 | 49.337 | 13.19 | 0.875 | bilinear | -57.160 | -46.937 | -4 |
1372 | deit_tiny_patch16_224.fb_in1k | 224 | 32.707 | 67.293 | 50.253 | 49.747 | 5.72 | 0.900 | bicubic | -56.933 | -47.717 | +3 |
1373 | legacy_seresnet18.in1k | 224 | 32.677 | 67.323 | 50.323 | 49.677 | 11.78 | 0.875 | bicubic | -56.613 | -47.397 | +8 |
1374 | mobilenetv2_100.ra_in1k | 224 | 32.593 | 67.407 | 50.880 | 49.120 | 3.50 | 0.875 | bicubic | -57.287 | -46.960 | -6 |
1375 | ghostnet_100.in1k | 224 | 32.583 | 67.417 | 50.407 | 49.593 | 5.18 | 0.875 | bicubic | -57.887 | -47.523 | -22 |
1376 | regnetx_004.pycls_in1k | 224 | 32.583 | 67.417 | 49.393 | 50.607 | 5.16 | 0.875 | bicubic | -56.907 | -48.407 | +2 |
1377 | resnet26d.bt_in1k | 288 | 32.500 | 67.500 | 50.080 | 49.920 | 16.01 | 0.950 | bicubic | -60.090 | -48.370 | -149 |
1378 | resnet18.gluon_in1k | 224 | 32.423 | 67.577 | 49.727 | 50.273 | 11.69 | 0.875 | bicubic | -56.267 | -47.383 | +15 |
1379 | regnety_004.pycls_in1k | 224 | 32.393 | 67.607 | 49.460 | 50.540 | 4.34 | 0.875 | bicubic | -58.367 | -48.610 | -36 |
1380 | tf_mixnet_s.in1k | 224 | 32.207 | 67.793 | 48.590 | 51.410 | 4.13 | 0.875 | bicubic | -59.503 | -49.830 | -82 |
1381 | resnet18.a2_in1k | 288 | 32.183 | 67.817 | 47.910 | 52.090 | 11.69 | 1.000 | bicubic | -57.357 | -49.750 | -5 |
1382 | 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 | -99 |
1383 | resnet26.bt_in1k | 288 | 32.123 | 67.877 | 49.493 | 50.507 | 16.00 | 0.950 | bicubic | -60.037 | -49.057 | -113 |
1384 | tf_mobilenetv3_large_075.in1k | 224 | 31.970 | 68.030 | 49.177 | 50.823 | 3.99 | 0.875 | bilinear | -58.350 | -48.673 | -27 |
1385 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 31.680 | 68.320 | 49.443 | 50.557 | 3.92 | 0.875 | bilinear | -57.520 | -47.847 | -1 |
1386 | resnet18.a3_in1k | 160 | 31.577 | 68.423 | 48.373 | 51.627 | 11.69 | 0.950 | bicubic | -53.463 | -47.567 | +34 |
1387 | efficientvit_m1.r224_in1k | 224 | 31.260 | 68.740 | 48.470 | 51.530 | 2.98 | 0.875 | bicubic | -55.930 | -48.230 | +19 |
1388 | repghostnet_080.in1k | 224 | 30.977 | 69.023 | 48.833 | 51.167 | 3.28 | 0.875 | bicubic | -58.493 | -48.607 | -10 |
1389 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 30.857 | 69.143 | 47.683 | 52.317 | 6.34 | 0.900 | bicubic | -58.543 | -50.017 | -10 |
1390 | tinynet_c.in1k | 184 | 30.537 | 69.463 | 48.543 | 51.457 | 2.46 | 0.875 | bicubic | -57.913 | -48.727 | +5 |
1391 | lcnet_075.ra2_in1k | 224 | 30.383 | 69.617 | 48.763 | 51.237 | 2.36 | 0.875 | bicubic | -56.627 | -47.787 | +19 |
1392 | vgg16_bn.tv_in1k | 224 | 30.380 | 69.620 | 47.317 | 52.683 | 138.37 | 0.875 | bilinear | -60.140 | -50.683 | -39 |
1393 | efficientvit_b0.r224_in1k | 224 | 30.123 | 69.877 | 46.730 | 53.270 | 3.41 | 0.950 | bicubic | -58.147 | -50.150 | +5 |
1394 | resnet18.a3_in1k | 224 | 30.097 | 69.903 | 46.317 | 53.683 | 11.69 | 0.950 | bicubic | -56.913 | -50.363 | +15 |
1395 | resnet10t.c3_in1k | 176 | 29.977 | 70.023 | 48.283 | 51.717 | 5.44 | 0.950 | bicubic | -55.333 | -47.727 | +24 |
1396 | edgenext_xx_small.in1k | 288 | 29.743 | 70.257 | 46.500 | 53.500 | 1.33 | 1.000 | bicubic | -60.067 | -51.000 | -25 |
1397 | mobilevit_xs.cvnets_in1k | 256 | 29.703 | 70.297 | 46.087 | 53.913 | 2.32 | 0.900 | bicubic | -61.607 | -52.183 | -80 |
1398 | regnety_002.pycls_in1k | 224 | 29.683 | 70.317 | 46.823 | 53.177 | 3.16 | 0.875 | bicubic | -58.517 | -50.517 | +1 |
1399 | edgenext_xx_small.in1k | 256 | 29.623 | 70.377 | 46.480 | 53.520 | 1.33 | 1.000 | bicubic | -59.257 | -50.700 | -8 |
1400 | mobilenetv3_small_100.lamb_in1k | 224 | 29.070 | 70.930 | 47.283 | 52.717 | 2.54 | 0.875 | bicubic | -57.120 | -49.177 | +13 |
1401 | resnet14t.c3_in1k | 176 | 29.020 | 70.980 | 46.620 | 53.380 | 10.08 | 0.950 | bicubic | -59.380 | -50.390 | -4 |
1402 | mnasnet_small.lamb_in1k | 224 | 28.990 | 71.010 | 47.213 | 52.787 | 2.03 | 0.875 | bicubic | -56.500 | -48.757 | +14 |
1403 | vgg13_bn.tv_in1k | 224 | 28.963 | 71.037 | 46.820 | 53.180 | 133.05 | 0.875 | bilinear | -60.267 | -50.700 | -20 |
1404 | resnet10t.c3_in1k | 224 | 28.907 | 71.093 | 46.967 | 53.033 | 5.44 | 0.950 | bicubic | -57.803 | -49.763 | +8 |
1405 | regnetx_002.pycls_in1k | 224 | 28.863 | 71.137 | 45.600 | 54.400 | 2.68 | 0.875 | bicubic | -58.477 | -51.530 | 0 |
1406 | efficientvit_m0.r224_in1k | 224 | 28.803 | 71.197 | 45.793 | 54.207 | 2.35 | 0.875 | bicubic | -54.537 | -49.837 | +19 |
1407 | mobilenetv2_050.lamb_in1k | 224 | 28.710 | 71.290 | 46.600 | 53.400 | 1.97 | 0.875 | bicubic | -56.280 | -49.020 | +14 |
1408 | vgg19.tv_in1k | 224 | 28.700 | 71.300 | 45.277 | 54.723 | 143.67 | 0.875 | bilinear | -61.000 | -52.253 | -34 |
1409 | mobilevitv2_050.cvnets_in1k | 256 | 28.607 | 71.393 | 45.287 | 54.713 | 1.37 | 0.888 | bicubic | -60.473 | -52.313 | -23 |
1410 | dla60x_c.in1k | 224 | 28.507 | 71.493 | 46.253 | 53.747 | 1.32 | 0.875 | bilinear | -58.593 | -50.887 | -2 |
1411 | repghostnet_058.in1k | 224 | 28.493 | 71.507 | 46.607 | 53.393 | 2.55 | 0.875 | bicubic | -58.697 | -50.403 | -4 |
1412 | vgg11_bn.tv_in1k | 224 | 28.443 | 71.557 | 46.477 | 53.523 | 132.87 | 0.875 | bilinear | -59.967 | -50.803 | -16 |
1413 | tinynet_d.in1k | 152 | 27.993 | 72.007 | 45.950 | 54.050 | 2.34 | 0.875 | bicubic | -57.477 | -50.070 | +4 |
1414 | vgg16.tv_in1k | 224 | 27.970 | 72.030 | 44.750 | 55.250 | 138.36 | 0.875 | bilinear | -61.430 | -52.750 | -34 |
1415 | resnet14t.c3_in1k | 224 | 27.647 | 72.353 | 44.713 | 55.287 | 10.08 | 0.950 | bicubic | -61.593 | -52.737 | -33 |
1416 | tf_mobilenetv3_small_100.in1k | 224 | 27.553 | 72.447 | 44.903 | 55.097 | 2.54 | 0.875 | bilinear | -58.477 | -51.487 | -2 |
1417 | repghostnet_050.in1k | 224 | 27.140 | 72.860 | 45.047 | 54.953 | 2.31 | 0.875 | bicubic | -58.420 | -51.063 | -2 |
1418 | 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 |
1419 | vgg11.tv_in1k | 224 | 26.640 | 73.360 | 43.533 | 56.467 | 132.86 | 0.875 | bilinear | -60.700 | -53.447 | -15 |
1420 | mobilenetv3_small_075.lamb_in1k | 224 | 26.577 | 73.423 | 43.923 | 56.077 | 2.04 | 0.875 | bicubic | -57.563 | -51.567 | +4 |
1421 | mobilevit_xxs.cvnets_in1k | 256 | 26.410 | 73.590 | 43.063 | 56.937 | 1.27 | 0.900 | bicubic | -61.570 | -54.127 | -20 |
1422 | dla46x_c.in1k | 224 | 26.403 | 73.597 | 43.907 | 56.093 | 1.07 | 0.875 | bilinear | -59.057 | -52.553 | -4 |
1423 | vgg13.tv_in1k | 224 | 26.313 | 73.687 | 43.457 | 56.543 | 133.05 | 0.875 | bilinear | -61.237 | -53.663 | -20 |
1424 | tf_mobilenetv3_small_075.in1k | 224 | 26.273 | 73.727 | 43.770 | 56.230 | 2.04 | 0.875 | bilinear | -58.237 | -52.000 | -1 |
1425 | lcnet_050.ra2_in1k | 224 | 26.220 | 73.780 | 44.580 | 55.420 | 1.88 | 0.875 | bicubic | -56.910 | -50.370 | +1 |
1426 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 25.797 | 74.203 | 43.627 | 56.373 | 2.04 | 0.875 | bilinear | -56.843 | -51.363 | +1 |
1427 | dla46_c.in1k | 224 | 25.540 | 74.460 | 43.877 | 56.123 | 1.30 | 0.875 | bilinear | -59.180 | -52.333 | -5 |
1428 | tinynet_e.in1k | 106 | 23.473 | 76.527 | 41.177 | 58.823 | 2.04 | 0.875 | bicubic | -56.327 | -52.813 | 0 |
1429 | mobilenetv3_small_050.lamb_in1k | 224 | 21.793 | 78.207 | 38.933 | 61.067 | 1.59 | 0.875 | bicubic | -56.297 | -54.107 | 0 |
1430 | test_byobnet.r160_in1k | 160 | 17.103 | 82.897 | 33.957 | 66.043 | 0.46 | 0.875 | bicubic | -50.257 | -54.433 | +1 |
1431 | test_efficientnet.r160_in1k | 160 | 16.507 | 83.493 | 32.900 | 67.100 | 0.36 | 0.875 | bicubic | -51.193 | -55.500 | -1 |
1432 | test_vit.r160_in1k | 160 | 13.243 | 86.757 | 27.813 | 72.187 | 0.37 | 0.875 | bicubic | -50.747 | -59.807 | 0 |