139 KiB
139 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 88.640 | 11.360 | 97.360 | 2.640 | 305.08 | 1.000 | bicubic | -10.190 | -2.520 | +2 |
3 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 88.413 | 11.587 | 97.040 | 2.960 | 305.08 | 1.000 | bicubic | -10.517 | -2.870 | -1 |
4 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 87.307 | 12.693 | 96.827 | 3.173 | 1,014.45 | 1.000 | bicubic | -11.513 | -3.073 | +1 |
5 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 87.080 | 12.920 | 96.333 | 3.667 | 305.08 | 1.000 | bicubic | -11.640 | -3.537 | +5 |
6 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 86.227 | 13.773 | 95.880 | 4.120 | 305.08 | 1.000 | bicubic | -12.613 | -3.950 | -3 |
7 | eva_giant_patch14_336.clip_ft_in1k | 336 | 85.120 | 14.880 | 95.667 | 4.333 | 1,013.01 | 1.000 | bicubic | -13.690 | -4.153 | 0 |
8 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 85.040 | 14.960 | 96.293 | 3.707 | 1,013.01 | 1.000 | bicubic | -13.770 | -3.607 | -2 |
9 | tf_efficientnet_l2.ns_jft_in1k | 800 | 84.680 | 15.320 | 96.040 | 3.960 | 480.31 | 0.960 | bicubic | -13.860 | -3.780 | +10 |
10 | regnety_1280.swag_ft_in1k | 384 | 83.773 | 16.227 | 96.160 | 3.840 | 644.81 | 1.000 | bicubic | -14.667 | -3.660 | +18 |
11 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 83.533 | 16.467 | 95.187 | 4.813 | 304.53 | 1.000 | bicubic | -15.217 | -4.623 | -3 |
12 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 83.360 | 16.640 | 95.907 | 4.093 | 660.29 | 1.000 | bicubic | -15.230 | -3.963 | +3 |
13 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 83.360 | 16.640 | 95.467 | 4.533 | 480.31 | 0.936 | bicubic | -15.140 | -4.373 | +11 |
14 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 83.147 | 16.853 | 95.347 | 4.653 | 475.77 | 1.000 | bicubic | -15.473 | -4.453 | 0 |
15 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 82.960 | 17.040 | 95.720 | 4.280 | 305.67 | 1.000 | bicubic | -15.600 | -4.110 | +2 |
16 | eva_large_patch14_336.in22k_ft_in1k | 336 | 82.667 | 17.333 | 95.547 | 4.453 | 304.53 | 1.000 | bicubic | -16.053 | -4.243 | -7 |
17 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 81.693 | 18.307 | 94.973 | 5.027 | 212.33 | 1.000 | bicubic | -16.917 | -4.817 | -2 |
18 | eva_giant_patch14_224.clip_ft_in1k | 224 | 81.080 | 18.920 | 94.187 | 5.813 | 1,012.56 | 0.900 | bicubic | -17.380 | -5.563 | +9 |
19 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 81.053 | 18.947 | 94.320 | 5.680 | 119.88 | 1.000 | bicubic | -17.587 | -5.480 | -7 |
20 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 80.947 | 19.053 | 94.440 | 5.560 | 475.32 | 1.000 | bicubic | -17.563 | -5.340 | +2 |
21 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 80.173 | 19.827 | 94.733 | 5.267 | 305.00 | 1.000 | bicubic | -18.347 | -5.087 | -1 |
22 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 79.587 | 20.413 | 94.320 | 5.680 | 98.75 | 1.000 | bicubic | -18.853 | -5.500 | +9 |
23 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 79.373 | 20.627 | 94.547 | 5.453 | 660.29 | 1.000 | bicubic | -19.297 | -5.313 | -12 |
24 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 79.320 | 20.680 | 93.613 | 6.387 | 304.76 | 1.000 | bicubic | -19.140 | -6.137 | +2 |
25 | maxvit_large_tf_384.in21k_ft_in1k | 384 | 78.093 | 21.907 | 93.200 | 6.800 | 212.03 | 1.000 | bicubic | -20.397 | -6.550 | -1 |
26 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 77.813 | 22.187 | 93.213 | 6.787 | 87.12 | 1.000 | bicubic | -20.627 | -6.587 | +4 |
27 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 77.587 | 22.413 | 93.080 | 6.920 | 87.12 | 1.000 | bicubic | -21.043 | -6.720 | -14 |
28 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 77.147 | 22.853 | 93.640 | 6.360 | 304.53 | 1.000 | bicubic | -21.123 | -6.130 | +13 |
29 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 256 | 76.867 | 23.133 | 94.213 | 5.787 | 846.47 | 1.000 | bicubic | -21.573 | -5.657 | 0 |
30 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 76.667 | 23.333 | 92.400 | 7.600 | 119.65 | 1.000 | bicubic | -21.853 | -7.350 | -9 |
31 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 76.600 | 23.400 | 93.307 | 6.693 | 304.43 | 0.950 | bicubic | -21.950 | -6.453 | -13 |
32 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 75.387 | 24.613 | 91.640 | 8.360 | 304.14 | 1.000 | bicubic | -23.043 | -8.130 | +1 |
33 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 74.867 | 25.133 | 91.440 | 8.560 | 116.14 | 1.000 | bicubic | -23.313 | -8.330 | +18 |
34 | regnety_1280.swag_lc_in1k | 224 | 74.520 | 25.480 | 91.640 | 8.360 | 644.81 | 0.965 | bicubic | -23.140 | -8.000 | +91 |
35 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 384 | 74.347 | 25.653 | 92.360 | 7.640 | 196.74 | 1.000 | bicubic | -23.813 | -7.310 | +21 |
36 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 74.227 | 25.773 | 92.307 | 7.693 | 632.46 | 1.000 | bicubic | -24.203 | -7.503 | -4 |
37 | regnety_320.swag_ft_in1k | 384 | 74.013 | 25.987 | 92.853 | 7.147 | 145.05 | 1.000 | bicubic | -24.047 | -7.007 | +29 |
38 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 73.920 | 26.080 | 91.347 | 8.653 | 56.20 | 1.000 | bicubic | -24.220 | -8.433 | +21 |
39 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 73.640 | 26.360 | 91.640 | 8.360 | 99.88 | 1.000 | bicubic | -24.620 | -8.140 | +3 |
40 | eva_large_patch14_196.in22k_ft_in1k | 196 | 73.053 | 26.947 | 91.293 | 8.707 | 304.14 | 1.000 | bicubic | -25.327 | -8.527 | -5 |
41 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 72.120 | 27.880 | 90.760 | 9.240 | 304.20 | 1.000 | bicubic | -26.110 | -8.960 | +6 |
42 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 71.907 | 28.093 | 91.840 | 8.160 | 87.92 | 1.000 | bicubic | -26.233 | -7.910 | +16 |
43 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 71.773 | 28.227 | 91.360 | 8.640 | 304.20 | 1.000 | bicubic | -26.387 | -8.410 | +14 |
44 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 71.440 | 28.560 | 89.840 | 10.160 | 304.53 | 1.000 | bicubic | -26.910 | -9.930 | -6 |
45 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 71.280 | 28.720 | 89.960 | 10.040 | 86.88 | 1.000 | bicubic | -26.560 | -9.710 | +51 |
46 | convnext_xlarge.fb_in22k_ft_in1k_384 | 384 | 71.187 | 28.813 | 90.787 | 9.213 | 350.20 | 1.000 | bicubic | -27.233 | -9.023 | -12 |
47 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 71.093 | 28.907 | 89.667 | 10.333 | 304.72 | 1.000 | bicubic | -27.157 | -10.133 | -1 |
48 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 71.080 | 28.920 | 89.787 | 10.213 | 73.88 | 1.000 | bicubic | -26.990 | -9.913 | +17 |
49 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 384 | 70.920 | 29.080 | 90.867 | 9.133 | 200.13 | 1.000 | bicubic | -27.560 | -8.883 | -24 |
50 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 70.907 | 29.093 | 90.560 | 9.440 | 632.05 | 1.000 | bicubic | -27.393 | -9.220 | -11 |
51 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 384 | 70.800 | 29.200 | 90.573 | 9.427 | 196.74 | 1.000 | bicubic | -27.220 | -9.117 | +20 |
52 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 70.693 | 29.307 | 90.387 | 9.613 | 39.30 | 1.000 | bicubic | -27.297 | -9.333 | +22 |
53 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 70.213 | 29.787 | 89.600 | 10.400 | 197.96 | 1.000 | bicubic | -28.167 | -10.160 | -17 |
54 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 70.187 | 29.813 | 90.707 | 9.293 | 632.13 | 1.000 | bicubic | -27.983 | -9.043 | 0 |
55 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 70.027 | 29.973 | 90.440 | 9.560 | 116.09 | 1.000 | bicubic | -28.233 | -9.380 | -12 |
56 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 320 | 69.827 | 30.173 | 90.747 | 9.253 | 200.13 | 1.000 | bicubic | -28.453 | -9.023 | -16 |
57 | caformer_b36.sail_in22k_ft_in1k | 224 | 69.467 | 30.533 | 90.240 | 9.760 | 98.75 | 1.000 | bicubic | -28.693 | -9.470 | -2 |
58 | volo_d5_512.sail_in1k | 512 | 69.453 | 30.547 | 90.560 | 9.440 | 296.09 | 1.150 | bicubic | -28.337 | -9.200 | +51 |
59 | beit_large_patch16_224.in22k_ft_in22k_in1k | 224 | 69.053 | 30.947 | 89.973 | 10.027 | 304.43 | 0.900 | bicubic | -29.117 | -9.787 | -7 |
60 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 68.627 | 31.373 | 88.560 | 11.440 | 149.39 | 1.000 | bicubic | -29.573 | -11.220 | -11 |
61 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 68.573 | 31.427 | 90.000 | 10.000 | 304.37 | 1.000 | bicubic | -29.597 | -9.730 | -8 |
62 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 68.520 | 31.480 | 89.160 | 10.840 | 57.05 | 1.000 | bicubic | -29.520 | -10.530 | +7 |
63 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 68.227 | 31.773 | 90.133 | 9.867 | 350.20 | 1.000 | bicubic | -29.893 | -9.637 | -2 |
64 | regnety_160.swag_ft_in1k | 384 | 68.160 | 31.840 | 90.667 | 9.333 | 83.59 | 1.000 | bicubic | -29.630 | -9.003 | +44 |
65 | maxvit_base_tf_512.in1k | 512 | 68.093 | 31.907 | 88.547 | 11.453 | 119.88 | 1.000 | bicubic | -29.707 | -11.063 | +42 |
66 | volo_d5_448.sail_in1k | 448 | 67.960 | 32.040 | 89.800 | 10.200 | 295.91 | 1.150 | bicubic | -29.790 | -9.910 | +50 |
67 | maxvit_large_tf_512.in1k | 512 | 67.640 | 32.360 | 87.680 | 12.320 | 212.33 | 1.000 | bicubic | -30.190 | -11.990 | +35 |
68 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 67.627 | 32.373 | 88.733 | 11.267 | 304.43 | 0.950 | bicubic | -30.293 | -10.927 | +16 |
69 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 67.413 | 32.587 | 88.893 | 11.107 | 197.77 | 1.000 | bicubic | -30.847 | -10.867 | -24 |
70 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 67.373 | 32.627 | 88.507 | 11.493 | 196.74 | 0.900 | bicubic | -30.467 | -11.163 | +28 |
71 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 384 | 67.267 | 32.733 | 89.960 | 10.040 | 200.13 | 1.000 | bicubic | -30.993 | -9.790 | -27 |
72 | tf_efficientnet_b7.ns_jft_in1k | 600 | 67.187 | 32.813 | 88.533 | 11.467 | 66.35 | 0.949 | bicubic | -30.703 | -11.177 | +18 |
73 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 67.173 | 32.827 | 87.173 | 12.827 | 208.12 | 1.000 | bicubic | -30.737 | -12.427 | +13 |
74 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 67.107 | 32.893 | 89.067 | 10.933 | 304.53 | 1.000 | bicubic | -31.113 | -10.653 | -26 |
75 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 66.987 | 33.013 | 89.093 | 10.907 | 86.74 | 1.000 | bicubic | -30.843 | -10.607 | +25 |
76 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 66.880 | 33.120 | 88.880 | 11.120 | 197.96 | 1.000 | bicubic | -31.230 | -10.890 | -14 |
77 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 66.853 | 33.147 | 88.240 | 11.760 | 304.20 | 1.000 | bicubic | -31.227 | -11.520 | -13 |
78 | convnext_large.fb_in22k_ft_in1k | 288 | 66.333 | 33.667 | 88.987 | 11.013 | 197.77 | 1.000 | bicubic | -31.797 | -10.763 | -18 |
79 | volo_d4_448.sail_in1k | 448 | 66.293 | 33.707 | 88.987 | 11.013 | 193.41 | 1.150 | bicubic | -31.387 | -10.733 | +44 |
80 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 66.240 | 33.760 | 86.547 | 13.453 | 672.78 | 0.900 | bicubic | -31.710 | -13.213 | +1 |
81 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 66.000 | 34.000 | 87.840 | 12.160 | 93.59 | 1.000 | bicubic | -31.960 | -11.910 | -2 |
82 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 65.813 | 34.187 | 87.840 | 12.160 | 88.72 | 1.000 | bicubic | -32.547 | -11.930 | -45 |
83 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 65.707 | 34.293 | 87.840 | 12.160 | 632.05 | 1.000 | bicubic | -32.323 | -11.890 | -13 |
84 | regnety_320.swag_lc_in1k | 224 | 65.560 | 34.440 | 88.053 | 11.947 | 145.05 | 0.965 | bicubic | -31.590 | -11.397 | +150 |
85 | volo_d3_448.sail_in1k | 448 | 65.520 | 34.480 | 87.373 | 12.627 | 86.63 | 1.000 | bicubic | -32.030 | -12.177 | +61 |
86 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 65.453 | 34.547 | 88.493 | 11.507 | 57.87 | 1.000 | bicubic | -32.487 | -11.297 | -4 |
87 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 384 | 65.280 | 34.720 | 88.587 | 11.413 | 87.90 | 1.000 | bicubic | -32.590 | -11.123 | +5 |
88 | efficientvit_l3.r384_in1k | 384 | 64.813 | 35.187 | 87.053 | 12.947 | 246.04 | 1.000 | bicubic | -32.787 | -12.617 | +52 |
89 | convnextv2_huge.fcmae_ft_in1k | 288 | 64.533 | 35.467 | 87.253 | 12.747 | 660.29 | 1.000 | bicubic | -33.367 | -12.377 | -1 |
90 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 64.520 | 35.480 | 85.867 | 14.133 | 116.14 | 0.950 | bicubic | -33.270 | -13.783 | +20 |
91 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 64.507 | 35.493 | 87.667 | 12.333 | 118.52 | 1.000 | bicubic | -33.323 | -12.093 | +8 |
92 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 63.840 | 36.160 | 86.653 | 13.347 | 93.59 | 1.000 | bicubic | -34.140 | -13.057 | -17 |
93 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 63.467 | 36.533 | 87.667 | 12.333 | 87.92 | 0.900 | bicubic | -34.213 | -11.943 | +29 |
94 | convformer_b36.sail_in22k_ft_in1k | 224 | 63.387 | 36.613 | 86.440 | 13.560 | 99.88 | 1.000 | bicubic | -34.563 | -13.180 | -14 |
95 | maxvit_large_tf_384.in1k | 384 | 63.347 | 36.653 | 85.173 | 14.827 | 212.03 | 1.000 | bicubic | -34.243 | -14.347 | +48 |
96 | convnext_base.fb_in22k_ft_in1k_384 | 384 | 63.307 | 36.693 | 86.827 | 13.173 | 88.59 | 1.000 | bicubic | -34.793 | -12.823 | -33 |
97 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 63.107 | 36.893 | 86.773 | 13.227 | 40.01 | 1.000 | bicubic | -34.743 | -12.897 | -2 |
98 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 63.067 | 36.933 | 86.053 | 13.947 | 86.86 | 1.000 | bicubic | -34.763 | -13.507 | +3 |
99 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 62.933 | 37.067 | 87.893 | 12.107 | 44.82 | 1.000 | bicubic | -34.947 | -11.867 | -8 |
100 | maxvit_small_tf_512.in1k | 512 | 62.840 | 37.160 | 86.453 | 13.547 | 69.13 | 1.000 | bicubic | -34.920 | -13.097 | +14 |
101 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 62.587 | 37.413 | 85.667 | 14.333 | 197.96 | 1.000 | bicubic | -35.373 | -14.033 | -23 |
102 | maxvit_base_tf_384.in1k | 384 | 62.493 | 37.507 | 85.120 | 14.880 | 119.65 | 1.000 | bicubic | -35.097 | -14.500 | +40 |
103 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 62.240 | 37.760 | 85.947 | 14.053 | 86.58 | 0.900 | bicubic | -35.480 | -13.693 | +15 |
104 | caformer_b36.sail_in1k_384 | 384 | 62.093 | 37.907 | 84.493 | 15.507 | 98.75 | 1.000 | bicubic | -35.407 | -15.147 | +52 |
105 | cait_m48_448.fb_dist_in1k | 448 | 62.080 | 37.920 | 86.480 | 13.520 | 356.46 | 1.000 | bicubic | -35.410 | -13.110 | +55 |
106 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 62.067 | 37.933 | 87.053 | 12.947 | 88.72 | 1.000 | bicubic | -35.993 | -12.697 | -39 |
107 | tf_efficientnet_b6.ns_jft_in1k | 528 | 61.760 | 38.240 | 85.000 | 15.000 | 43.04 | 0.942 | bicubic | -35.860 | -14.590 | +27 |
108 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 224 | 61.480 | 38.520 | 85.573 | 14.427 | 86.53 | 0.900 | bicubic | -36.220 | -14.107 | +13 |
109 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 224 | 61.333 | 38.667 | 86.600 | 13.400 | 196.53 | 0.900 | bicubic | -36.317 | -12.970 | +19 |
110 | convnext_base.fb_in22k_ft_in1k | 288 | 61.240 | 38.760 | 86.467 | 13.533 | 88.59 | 1.000 | bicubic | -36.610 | -13.203 | -17 |
111 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 61.187 | 38.813 | 83.827 | 16.173 | 329.09 | 1.000 | bicubic | -36.663 | -15.813 | -17 |
112 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 61.147 | 38.853 | 85.467 | 14.533 | 350.20 | 1.000 | bicubic | -36.753 | -14.263 | -25 |
113 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 61.133 | 38.867 | 85.840 | 14.160 | 93.59 | 1.000 | bicubic | -36.807 | -13.830 | -30 |
114 | caformer_m36.sail_in22k_ft_in1k | 224 | 60.973 | 39.027 | 84.960 | 15.040 | 56.20 | 1.000 | bicubic | -36.867 | -14.720 | -17 |
115 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 60.747 | 39.253 | 86.693 | 13.307 | 200.13 | 1.000 | bicubic | -37.233 | -12.997 | -39 |
116 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 60.693 | 39.307 | 84.413 | 15.587 | 73.88 | 0.950 | bicubic | -36.947 | -15.157 | +13 |
117 | convnext_small.in12k_ft_in1k_384 | 384 | 60.507 | 39.493 | 84.813 | 15.187 | 50.22 | 1.000 | bicubic | -37.293 | -14.847 | -11 |
118 | regnety_160.swag_lc_in1k | 224 | 60.493 | 39.507 | 85.867 | 14.133 | 83.59 | 0.965 | bicubic | -36.337 | -13.533 | +192 |
119 | caformer_m36.sail_in1k_384 | 384 | 60.267 | 39.733 | 84.760 | 15.240 | 56.20 | 1.000 | bicubic | -37.183 | -14.840 | +49 |
120 | deit3_large_patch16_384.fb_in1k | 384 | 60.227 | 39.773 | 85.547 | 14.453 | 304.76 | 1.000 | bicubic | -37.203 | -14.073 | +52 |
121 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 60.160 | 39.840 | 84.613 | 15.387 | 73.87 | 0.950 | bicubic | -37.370 | -15.017 | +31 |
122 | vit_large_patch14_clip_224.laion2b_ft_in1k | 224 | 60.040 | 39.960 | 85.840 | 14.160 | 304.20 | 1.000 | bicubic | -37.870 | -13.810 | -37 |
123 | tf_efficientnet_b5.ns_jft_in1k | 456 | 59.920 | 40.080 | 84.293 | 15.707 | 30.39 | 0.934 | bicubic | -37.580 | -15.287 | +32 |
124 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 59.880 | 40.120 | 85.387 | 14.613 | 188.93 | 1.000 | bicubic | -37.650 | -14.153 | +29 |
125 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 59.867 | 40.133 | 84.973 | 15.027 | 116.09 | 0.950 | bicubic | -37.883 | -14.647 | -10 |
126 | efficientvit_l3.r320_in1k | 320 | 59.853 | 40.147 | 84.907 | 15.093 | 246.04 | 1.000 | bicubic | -37.537 | -14.483 | +55 |
127 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 59.600 | 40.400 | 84.187 | 15.813 | 86.86 | 0.950 | bicubic | -38.590 | -15.473 | -77 |
128 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 59.587 | 40.413 | 83.173 | 16.827 | 936.53 | 1.000 | bilinear | -37.883 | -16.347 | +34 |
129 | convnextv2_huge.fcmae_ft_in1k | 224 | 59.133 | 40.867 | 83.533 | 16.467 | 660.29 | 1.000 | bicubic | -38.517 | -16.037 | -2 |
130 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 59.120 | 40.880 | 84.493 | 15.507 | 54.14 | 1.000 | bicubic | -38.690 | -15.197 | -25 |
131 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 58.840 | 41.160 | 85.787 | 14.213 | 88.59 | 1.000 | bicubic | -39.210 | -13.963 | -63 |
132 | maxvit_tiny_tf_512.in1k | 512 | 58.640 | 41.360 | 84.667 | 15.333 | 31.05 | 1.000 | bicubic | -38.940 | -14.893 | +12 |
133 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 58.467 | 41.533 | 82.573 | 17.427 | 86.58 | 0.900 | bicubic | -39.133 | -17.147 | +6 |
134 | volo_d2_384.sail_in1k | 384 | 58.427 | 41.573 | 84.280 | 15.720 | 58.87 | 1.000 | bicubic | -38.893 | -15.320 | +62 |
135 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 58.387 | 41.613 | 85.440 | 14.560 | 26.34 | 1.000 | bicubic | -39.063 | -14.150 | +34 |
136 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 58.320 | 41.680 | 83.653 | 16.347 | 21.23 | 1.000 | bicubic | -39.290 | -15.957 | 0 |
137 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 58.200 | 41.800 | 80.827 | 19.173 | 208.12 | 1.000 | bicubic | -39.200 | -18.683 | +42 |
138 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 58.093 | 41.907 | 85.373 | 14.627 | 31.76 | 1.000 | bicubic | -39.687 | -14.217 | -27 |
139 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 58.013 | 41.987 | 83.173 | 16.827 | 64.11 | 0.950 | bicubic | -39.617 | -16.367 | -9 |
140 | hiera_large_224.mae_in1k_ft_in1k | 224 | 58.000 | 42.000 | 81.680 | 18.320 | 213.74 | 0.900 | bicubic | -39.440 | -17.780 | +31 |
141 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 57.933 | 42.067 | 80.733 | 19.267 | 468.53 | 0.875 | bilinear | -39.447 | -18.767 | +41 |
142 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 57.787 | 42.213 | 83.120 | 16.880 | 21.27 | 1.000 | bicubic | -40.113 | -16.560 | -53 |
143 | efficientvit_l2.r384_in1k | 384 | 57.773 | 42.227 | 83.747 | 16.253 | 63.71 | 1.000 | bicubic | -39.587 | -15.693 | +45 |
144 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 57.773 | 42.227 | 81.893 | 18.107 | 86.86 | 1.000 | bicubic | -40.237 | -17.747 | -72 |
145 | cait_m36_384.fb_dist_in1k | 384 | 57.667 | 42.333 | 84.680 | 15.320 | 271.22 | 1.000 | bicubic | -39.733 | -14.820 | +31 |
146 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 57.547 | 42.453 | 84.173 | 15.827 | 75.26 | 1.000 | bicubic | -40.263 | -15.437 | -42 |
147 | convnext_large.fb_in22k_ft_in1k | 224 | 57.347 | 42.653 | 83.840 | 16.160 | 197.77 | 1.000 | bicubic | -40.663 | -15.820 | -75 |
148 | dm_nfnet_f5.dm_in1k | 544 | 57.347 | 42.653 | 82.080 | 17.920 | 377.21 | 0.954 | bicubic | -40.433 | -17.630 | -35 |
149 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 57.280 | 42.720 | 82.307 | 17.693 | 118.52 | 1.000 | bicubic | -40.170 | -17.333 | +16 |
150 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 384 | 57.173 | 42.827 | 84.720 | 15.280 | 88.59 | 1.000 | bicubic | -40.437 | -14.830 | -14 |
151 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 57.173 | 42.827 | 83.467 | 16.533 | 86.59 | 1.000 | bicubic | -40.317 | -16.133 | +8 |
152 | caformer_s36.sail_in1k_384 | 384 | 57.120 | 42.880 | 82.640 | 17.360 | 39.30 | 1.000 | bicubic | -40.280 | -16.900 | +23 |
153 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 57.107 | 42.893 | 83.000 | 17.000 | 22.21 | 1.000 | bicubic | -40.023 | -16.660 | +86 |
154 | convnextv2_large.fcmae_ft_in1k | 288 | 57.080 | 42.920 | 83.587 | 16.413 | 197.96 | 1.000 | bicubic | -40.580 | -16.013 | -28 |
155 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 57.027 | 42.973 | 84.187 | 15.813 | 75.26 | 1.000 | bicubic | -40.783 | -15.503 | -52 |
156 | volo_d5_224.sail_in1k | 224 | 56.827 | 43.173 | 82.760 | 17.240 | 295.46 | 0.960 | bicubic | -40.533 | -16.810 | +30 |
157 | dm_nfnet_f6.dm_in1k | 576 | 56.773 | 43.227 | 81.533 | 18.467 | 438.36 | 0.956 | bicubic | -40.997 | -18.117 | -44 |
158 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 56.760 | 43.240 | 83.040 | 16.960 | 88.72 | 1.000 | bicubic | -41.220 | -16.660 | -81 |
159 | maxvit_small_tf_384.in1k | 384 | 56.733 | 43.267 | 82.200 | 17.800 | 69.02 | 1.000 | bicubic | -40.667 | -17.270 | +18 |
160 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 56.693 | 43.307 | 83.600 | 16.400 | 84.32 | 1.000 | bicubic | -40.607 | -15.930 | +40 |
161 | regnety_160.lion_in12k_ft_in1k | 288 | 56.613 | 43.387 | 83.733 | 16.267 | 83.59 | 1.000 | bicubic | -40.837 | -15.907 | +5 |
162 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 56.613 | 43.387 | 83.000 | 17.000 | 186.27 | 1.000 | bicubic | -41.057 | -16.550 | -37 |
163 | regnety_160.sw_in12k_ft_in1k | 288 | 56.267 | 43.733 | 82.840 | 17.160 | 83.59 | 1.000 | bicubic | -41.223 | -16.760 | -4 |
164 | convformer_m36.sail_in22k_ft_in1k | 224 | 56.253 | 43.747 | 82.227 | 17.773 | 57.05 | 1.000 | bicubic | -41.337 | -17.363 | -23 |
165 | dm_nfnet_f4.dm_in1k | 512 | 56.213 | 43.787 | 81.347 | 18.653 | 316.07 | 0.951 | bicubic | -41.417 | -18.273 | -33 |
166 | efficientvit_l3.r256_in1k | 256 | 56.187 | 43.813 | 81.480 | 18.520 | 246.04 | 1.000 | bicubic | -40.843 | -17.750 | +97 |
167 | caformer_s36.sail_in22k_ft_in1k | 224 | 55.573 | 44.427 | 81.973 | 18.027 | 39.30 | 1.000 | bicubic | -42.037 | -17.617 | -32 |
168 | convformer_b36.sail_in1k_384 | 384 | 55.480 | 44.520 | 81.280 | 18.720 | 99.88 | 1.000 | bicubic | -42.060 | -18.390 | -20 |
169 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 55.320 | 44.680 | 79.747 | 20.253 | 304.33 | 0.900 | bicubic | -42.310 | -19.843 | -38 |
170 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 54.480 | 45.520 | 82.360 | 17.640 | 86.86 | 1.000 | bicubic | -43.060 | -17.160 | -23 |
171 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 54.387 | 45.613 | 81.707 | 18.293 | 47.63 | 1.000 | bicubic | -42.893 | -17.953 | +32 |
172 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 54.347 | 45.653 | 80.813 | 19.187 | 98.95 | 1.000 | bicubic | -42.833 | -18.747 | +56 |
173 | deit3_huge_patch14_224.fb_in1k | 224 | 54.320 | 45.680 | 82.093 | 17.907 | 632.13 | 0.900 | bicubic | -42.580 | -17.387 | +121 |
174 | cait_s36_384.fb_dist_in1k | 384 | 54.213 | 45.787 | 81.267 | 18.733 | 68.37 | 1.000 | bicubic | -43.137 | -18.263 | +15 |
175 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 54.200 | 45.800 | 80.933 | 19.067 | 93.59 | 1.000 | bicubic | -43.520 | -18.687 | -56 |
176 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 54.000 | 46.000 | 82.000 | 18.000 | 236.34 | 1.000 | bilinear | -43.020 | -17.590 | +88 |
177 | volo_d1_384.sail_in1k | 384 | 53.907 | 46.093 | 80.880 | 19.120 | 26.78 | 1.000 | bicubic | -43.023 | -18.500 | +109 |
178 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 53.787 | 46.213 | 81.493 | 18.507 | 39.03 | 0.950 | bicubic | -43.663 | -18.047 | -12 |
179 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 53.640 | 46.360 | 81.827 | 18.173 | 86.53 | 0.900 | bicubic | -43.530 | -17.633 | +51 |
180 | convformer_m36.sail_in1k_384 | 384 | 53.613 | 46.387 | 80.867 | 19.133 | 57.05 | 1.000 | bicubic | -43.787 | -18.513 | -2 |
181 | dm_nfnet_f3.dm_in1k | 416 | 53.560 | 46.440 | 79.293 | 20.707 | 254.92 | 0.940 | bicubic | -43.920 | -20.267 | -20 |
182 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 53.440 | 46.560 | 80.360 | 19.640 | 86.86 | 1.000 | bicubic | -44.300 | -19.270 | -65 |
183 | deit3_base_patch16_384.fb_in1k | 384 | 53.293 | 46.707 | 80.507 | 19.493 | 86.88 | 1.000 | bicubic | -43.717 | -18.733 | +84 |
184 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 53.160 | 46.840 | 81.467 | 18.533 | 50.22 | 1.000 | bicubic | -44.460 | -18.133 | -51 |
185 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 53.013 | 46.987 | 76.893 | 23.107 | 194.03 | 0.875 | bilinear | -43.867 | -22.677 | +114 |
186 | convnext_small.in12k_ft_in1k | 288 | 52.987 | 47.013 | 81.307 | 18.693 | 50.22 | 1.000 | bicubic | -44.353 | -18.273 | +6 |
187 | volo_d4_224.sail_in1k | 224 | 52.867 | 47.133 | 80.547 | 19.453 | 192.96 | 0.960 | bicubic | -44.433 | -18.963 | +12 |
188 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 52.827 | 47.173 | 81.733 | 18.267 | 189.10 | 1.000 | bicubic | -44.713 | -17.747 | -38 |
189 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 52.507 | 47.493 | 82.760 | 17.240 | 88.59 | 1.000 | bicubic | -45.093 | -16.750 | -51 |
190 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 52.467 | 47.533 | 79.827 | 20.173 | 387.93 | 1.000 | bilinear | -44.543 | -19.543 | +76 |
191 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 52.360 | 47.640 | 80.053 | 19.947 | 88.34 | 1.000 | bicubic | -44.970 | -19.417 | +4 |
192 | maxvit_tiny_tf_384.in1k | 384 | 52.040 | 47.960 | 79.893 | 20.107 | 30.98 | 1.000 | bicubic | -45.270 | -19.607 | +5 |
193 | dm_nfnet_f5.dm_in1k | 416 | 51.987 | 48.013 | 77.493 | 22.507 | 377.21 | 0.954 | bicubic | -45.483 | -22.147 | -29 |
194 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 224 | 51.813 | 48.187 | 80.413 | 19.587 | 87.77 | 0.900 | bicubic | -45.467 | -19.177 | +12 |
195 | regnety_120.sw_in12k_ft_in1k | 288 | 51.773 | 48.227 | 80.653 | 19.347 | 51.82 | 1.000 | bicubic | -45.497 | -18.907 | +15 |
196 | efficientvit_l3.r224_in1k | 224 | 51.720 | 48.280 | 79.080 | 20.920 | 246.04 | 1.000 | bicubic | -45.280 | -20.450 | +76 |
197 | convnext_small.fb_in22k_ft_in1k | 288 | 51.547 | 48.453 | 81.333 | 18.667 | 50.22 | 1.000 | bicubic | -45.803 | -18.157 | -7 |
198 | dm_nfnet_f6.dm_in1k | 448 | 51.507 | 48.493 | 76.533 | 23.467 | 438.36 | 0.956 | bicubic | -46.203 | -23.067 | -78 |
199 | convnext_base.fb_in22k_ft_in1k | 224 | 51.453 | 48.547 | 80.333 | 19.667 | 88.59 | 1.000 | bicubic | -46.017 | -19.287 | -36 |
200 | efficientvit_l2.r288_in1k | 288 | 51.347 | 48.653 | 79.973 | 20.027 | 63.71 | 1.000 | bicubic | -45.713 | -19.397 | +58 |
201 | convnextv2_large.fcmae_ft_in1k | 224 | 51.293 | 48.707 | 79.200 | 20.800 | 197.96 | 1.000 | bicubic | -46.197 | -20.370 | -44 |
202 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 51.213 | 48.787 | 78.240 | 21.760 | 88.79 | 0.875 | bilinear | -46.007 | -21.350 | +16 |
203 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 51.093 | 48.907 | 78.987 | 21.013 | 22.13 | 1.000 | bicubic | -46.067 | -20.473 | +30 |
204 | tf_efficientnet_b4.ns_jft_in1k | 380 | 50.987 | 49.013 | 79.027 | 20.973 | 19.34 | 0.922 | bicubic | -45.963 | -20.353 | +75 |
205 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 50.987 | 49.013 | 78.667 | 21.333 | 30.39 | 1.000 | bicubic | -46.403 | -20.883 | -24 |
206 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 50.920 | 49.080 | 78.507 | 21.493 | 54.14 | 1.000 | bicubic | -46.280 | -20.953 | +17 |
207 | flexivit_large.1200ep_in1k | 240 | 50.907 | 49.093 | 80.467 | 19.533 | 304.36 | 0.950 | bicubic | -46.513 | -19.153 | -33 |
208 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 50.747 | 49.253 | 79.893 | 20.107 | 86.53 | 0.900 | bicubic | -46.313 | -19.717 | +49 |
209 | mvitv2_large.fb_in1k | 224 | 50.640 | 49.360 | 78.067 | 21.933 | 217.99 | 0.900 | bicubic | -46.300 | -21.273 | +74 |
210 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 50.627 | 49.373 | 79.800 | 20.200 | 26.21 | 1.000 | bicubic | -46.603 | -19.730 | +7 |
211 | dm_nfnet_f4.dm_in1k | 384 | 50.307 | 49.693 | 76.053 | 23.947 | 316.07 | 0.951 | bicubic | -47.043 | -23.477 | -20 |
212 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 50.253 | 49.747 | 77.440 | 22.560 | 86.57 | 0.950 | bicubic | -47.287 | -22.060 | -63 |
213 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 50.213 | 49.787 | 81.013 | 18.987 | 26.77 | 1.000 | bicubic | -47.067 | -18.487 | -8 |
214 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 50.187 | 49.813 | 78.133 | 21.867 | 86.57 | 0.950 | bicubic | -47.263 | -21.487 | -44 |
215 | tf_efficientnetv2_l.in1k | 480 | 50.173 | 49.827 | 77.560 | 22.440 | 118.52 | 1.000 | bicubic | -47.347 | -21.990 | -61 |
216 | convnext_tiny.in12k_ft_in1k_384 | 384 | 50.120 | 49.880 | 79.733 | 20.267 | 28.59 | 1.000 | bicubic | -47.210 | -19.867 | -22 |
217 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 50.107 | 49.893 | 77.667 | 22.333 | 236.34 | 1.000 | bicubic | -46.713 | -21.703 | +95 |
218 | convformer_s36.sail_in1k_384 | 384 | 50.080 | 49.920 | 78.920 | 21.080 | 40.01 | 1.000 | bicubic | -47.200 | -20.630 | -11 |
219 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 50.080 | 49.920 | 77.587 | 22.413 | 86.86 | 1.000 | bicubic | -46.630 | -21.893 | +122 |
220 | volo_d3_224.sail_in1k | 224 | 50.013 | 49.987 | 78.240 | 21.760 | 86.33 | 0.960 | bicubic | -47.087 | -21.370 | +28 |
221 | flexivit_large.600ep_in1k | 240 | 49.973 | 50.027 | 79.960 | 20.040 | 304.36 | 0.950 | bicubic | -47.307 | -19.700 | -17 |
222 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 49.787 | 50.213 | 78.507 | 21.493 | 32.59 | 1.000 | bicubic | -47.383 | -20.883 | +7 |
223 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 49.773 | 50.227 | 79.080 | 20.920 | 75.26 | 1.000 | bicubic | -47.797 | -20.550 | -78 |
224 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 49.720 | 50.280 | 78.787 | 21.213 | 86.57 | 0.900 | bicubic | -47.470 | -20.753 | +2 |
225 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 49.707 | 50.293 | 78.427 | 21.573 | 60.40 | 0.950 | bicubic | -47.633 | -21.063 | -32 |
226 | nextvit_large.bd_ssld_6m_in1k | 224 | 49.547 | 50.453 | 80.813 | 19.187 | 57.87 | 0.950 | bicubic | -47.833 | -18.867 | -43 |
227 | inception_next_base.sail_in1k_384 | 384 | 49.453 | 50.547 | 78.507 | 21.493 | 86.67 | 1.000 | bicubic | -47.817 | -21.033 | -16 |
228 | cait_s24_384.fb_dist_in1k | 384 | 49.427 | 50.573 | 78.653 | 21.347 | 47.06 | 1.000 | bicubic | -47.643 | -20.737 | +27 |
229 | nextvit_large.bd_in1k_384 | 384 | 49.360 | 50.640 | 78.440 | 21.560 | 57.87 | 1.000 | bicubic | -47.660 | -21.070 | +36 |
230 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 49.320 | 50.680 | 78.773 | 21.227 | 75.26 | 1.000 | bicubic | -48.210 | -20.837 | -79 |
231 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 49.253 | 50.747 | 79.747 | 20.253 | 84.40 | 1.000 | bicubic | -48.057 | -19.713 | -33 |
232 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 49.173 | 50.827 | 76.507 | 23.493 | 69.90 | 0.900 | bicubic | -47.767 | -22.893 | +52 |
233 | deit_base_distilled_patch16_384.fb_in1k | 384 | 49.027 | 50.973 | 79.013 | 20.987 | 87.63 | 1.000 | bicubic | -47.953 | -20.317 | +42 |
234 | caformer_s18.sail_in1k_384 | 384 | 48.973 | 51.027 | 78.733 | 21.267 | 26.34 | 1.000 | bicubic | -48.107 | -20.817 | +20 |
235 | coat_lite_medium_384.in1k | 384 | 48.840 | 51.160 | 78.520 | 21.480 | 44.57 | 1.000 | bicubic | -48.310 | -21.150 | 0 |
236 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 48.693 | 51.307 | 79.933 | 20.067 | 88.59 | 1.000 | bicubic | -48.577 | -19.567 | -27 |
237 | convnextv2_base.fcmae_ft_in1k | 288 | 48.613 | 51.387 | 78.880 | 21.120 | 88.72 | 1.000 | bicubic | -48.627 | -20.630 | -24 |
238 | caformer_b36.sail_in1k | 224 | 48.600 | 51.400 | 75.627 | 24.373 | 98.75 | 1.000 | bicubic | -48.400 | -23.643 | +33 |
239 | efficientvit_l2.r256_in1k | 256 | 48.587 | 51.413 | 77.907 | 22.093 | 63.71 | 1.000 | bicubic | -48.263 | -21.363 | +67 |
240 | deit3_large_patch16_224.fb_in1k | 224 | 48.547 | 51.453 | 77.973 | 22.027 | 304.37 | 0.900 | bicubic | -48.433 | -21.307 | +36 |
241 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 48.480 | 51.520 | 77.347 | 22.653 | 88.30 | 1.000 | bicubic | -48.900 | -22.323 | -57 |
242 | flexivit_large.300ep_in1k | 240 | 48.453 | 51.547 | 78.627 | 21.373 | 304.36 | 0.950 | bicubic | -48.797 | -20.863 | -30 |
243 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 48.200 | 51.800 | 77.080 | 22.920 | 38.85 | 1.000 | bicubic | -48.790 | -22.350 | +30 |
244 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 48.067 | 51.933 | 77.653 | 22.347 | 21.46 | 1.000 | bicubic | -48.683 | -21.717 | +83 |
245 | tf_efficientnet_b8.ra_in1k | 672 | 48.013 | 51.987 | 76.467 | 23.533 | 87.41 | 0.954 | bicubic | -49.197 | -23.033 | -25 |
246 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 47.907 | 52.093 | 79.147 | 20.853 | 188.93 | 1.000 | bicubic | -49.143 | -20.273 | +13 |
247 | regnetz_e8.ra3_in1k | 320 | 47.800 | 52.200 | 76.200 | 23.800 | 57.70 | 1.000 | bicubic | -49.420 | -23.300 | -28 |
248 | regnety_2560.seer_ft_in1k | 384 | 47.693 | 52.307 | 76.320 | 23.680 | 1,282.60 | 1.000 | bicubic | -49.547 | -23.220 | -33 |
249 | resnest269e.in1k | 416 | 47.640 | 52.360 | 74.080 | 25.920 | 110.93 | 0.928 | bicubic | -48.880 | -25.290 | +148 |
250 | regnety_160.lion_in12k_ft_in1k | 224 | 47.627 | 52.373 | 77.427 | 22.573 | 83.59 | 1.000 | bicubic | -49.513 | -22.063 | -13 |
251 | convnext_tiny.in12k_ft_in1k | 288 | 47.533 | 52.467 | 78.973 | 21.027 | 28.59 | 1.000 | bicubic | -49.567 | -20.547 | -4 |
252 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 47.413 | 52.587 | 78.040 | 21.960 | 86.57 | 0.900 | bicubic | -49.677 | -21.420 | -3 |
253 | convformer_s36.sail_in22k_ft_in1k | 224 | 47.347 | 52.653 | 77.267 | 22.733 | 40.01 | 1.000 | bicubic | -49.733 | -22.163 | -1 |
254 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 47.307 | 52.693 | 77.333 | 22.667 | 217.32 | 1.000 | bilinear | -49.423 | -22.197 | +78 |
255 | nextvit_base.bd_ssld_6m_in1k | 224 | 47.293 | 52.707 | 78.693 | 21.307 | 44.82 | 0.950 | bicubic | -49.987 | -20.827 | -53 |
256 | regnety_160.sw_in12k_ft_in1k | 224 | 47.200 | 52.800 | 77.027 | 22.973 | 83.59 | 1.000 | bicubic | -49.910 | -22.533 | -14 |
257 | xcit_large_24_p8_224.fb_in1k | 224 | 46.867 | 53.133 | 74.400 | 25.600 | 188.93 | 1.000 | bicubic | -49.533 | -24.600 | +171 |
258 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 46.773 | 53.227 | 76.987 | 23.013 | 47.67 | 1.000 | bicubic | -50.357 | -22.453 | -18 |
259 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 46.720 | 53.280 | 77.387 | 22.613 | 32.59 | 1.000 | bicubic | -50.460 | -22.173 | -32 |
260 | convnext_large.fb_in1k | 288 | 46.667 | 53.333 | 76.733 | 23.267 | 197.77 | 1.000 | bicubic | -50.423 | -22.717 | -9 |
261 | tf_efficientnet_b8.ap_in1k | 672 | 46.520 | 53.480 | 76.173 | 23.827 | 87.41 | 0.954 | bicubic | -50.610 | -23.327 | -23 |
262 | hgnet_base.ssld_in1k | 288 | 46.453 | 53.547 | 76.067 | 23.933 | 71.58 | 1.000 | bicubic | -50.967 | -23.533 | -89 |
263 | nextvit_base.bd_in1k_384 | 384 | 46.387 | 53.613 | 76.800 | 23.200 | 44.82 | 1.000 | bicubic | -50.523 | -22.420 | +29 |
264 | convnext_small.in12k_ft_in1k | 224 | 46.347 | 53.653 | 75.987 | 24.013 | 50.22 | 1.000 | bicubic | -51.013 | -23.573 | -77 |
265 | efficientnetv2_rw_m.agc_in1k | 416 | 46.267 | 53.733 | 75.707 | 24.293 | 53.24 | 1.000 | bicubic | -50.733 | -23.813 | +4 |
266 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 46.200 | 53.800 | 76.987 | 23.013 | 38.88 | 0.950 | bicubic | -50.970 | -22.593 | -35 |
267 | dm_nfnet_f2.dm_in1k | 352 | 46.120 | 53.880 | 74.640 | 25.360 | 193.78 | 0.920 | bicubic | -50.990 | -24.870 | -24 |
268 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 45.947 | 54.053 | 77.773 | 22.227 | 39.57 | 1.000 | bicubic | -51.423 | -21.897 | -83 |
269 | volo_d2_224.sail_in1k | 224 | 45.893 | 54.107 | 75.147 | 24.853 | 58.68 | 0.960 | bicubic | -51.097 | -24.243 | +5 |
270 | swinv2_base_window16_256.ms_in1k | 256 | 45.893 | 54.107 | 75.107 | 24.893 | 87.92 | 0.900 | bicubic | -50.877 | -24.223 | +54 |
271 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 45.867 | 54.133 | 72.093 | 27.907 | 194.03 | 0.875 | bilinear | -50.753 | -27.187 | +92 |
272 | caformer_m36.sail_in1k | 224 | 45.773 | 54.227 | 74.480 | 25.520 | 56.20 | 1.000 | bicubic | -51.117 | -25.000 | +26 |
273 | ecaresnet269d.ra2_in1k | 352 | 45.747 | 54.253 | 74.933 | 25.067 | 102.09 | 1.000 | bicubic | -51.343 | -24.547 | -23 |
274 | swin_base_patch4_window12_384.ms_in1k | 384 | 45.413 | 54.587 | 74.613 | 25.387 | 87.90 | 1.000 | bicubic | -51.167 | -24.857 | +106 |
275 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 45.400 | 54.600 | 76.107 | 23.893 | 22.20 | 1.000 | bicubic | -51.310 | -23.373 | +68 |
276 | dm_nfnet_f3.dm_in1k | 320 | 45.373 | 54.627 | 72.387 | 27.613 | 254.92 | 0.940 | bicubic | -51.817 | -27.153 | -51 |
277 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 45.280 | 54.720 | 75.493 | 24.507 | 36.47 | 1.000 | bicubic | -51.410 | -23.577 | +70 |
278 | tf_efficientnet_b7.ap_in1k | 600 | 45.240 | 54.760 | 74.027 | 25.973 | 66.35 | 0.949 | bicubic | -51.960 | -25.513 | -57 |
279 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 224 | 45.240 | 54.760 | 70.853 | 29.147 | 88.79 | 0.875 | bilinear | -51.060 | -28.377 | +187 |
280 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 45.227 | 54.773 | 76.760 | 23.240 | 84.32 | 1.000 | bicubic | -51.703 | -22.800 | +7 |
281 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 224 | 45.133 | 54.867 | 73.960 | 26.040 | 41.72 | 0.950 | bicubic | -51.537 | -25.200 | +78 |
282 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 45.120 | 54.880 | 76.587 | 23.413 | 28.64 | 1.000 | bicubic | -52.120 | -22.963 | -68 |
283 | eca_nfnet_l2.ra3_in1k | 384 | 44.773 | 55.227 | 75.667 | 24.333 | 56.72 | 1.000 | bicubic | -52.307 | -23.843 | -30 |
284 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 44.493 | 55.507 | 75.133 | 24.867 | 66.01 | 0.950 | bicubic | -52.297 | -24.237 | +36 |
285 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 44.293 | 55.707 | 74.947 | 25.053 | 21.20 | 0.950 | bicubic | -52.907 | -24.543 | -63 |
286 | rexnetr_300.sw_in12k_ft_in1k | 288 | 44.053 | 55.947 | 76.707 | 23.293 | 34.81 | 1.000 | bicubic | -52.807 | -22.813 | +19 |
287 | tf_efficientnetv2_l.in1k | 384 | 44.053 | 55.947 | 72.000 | 28.000 | 118.52 | 1.000 | bicubic | -53.227 | -27.430 | -80 |
288 | resnest200e.in1k | 320 | 44.027 | 55.973 | 73.400 | 26.600 | 70.20 | 0.909 | bicubic | -52.583 | -25.810 | +80 |
289 | crossvit_18_dagger_408.in1k | 408 | 43.880 | 56.120 | 73.573 | 26.427 | 44.61 | 1.000 | bicubic | -52.660 | -25.697 | +105 |
290 | mvitv2_base.fb_in1k | 224 | 43.747 | 56.253 | 74.507 | 25.493 | 51.47 | 0.900 | bicubic | -53.023 | -24.743 | +35 |
291 | cait_xs24_384.fb_dist_in1k | 384 | 43.640 | 56.360 | 74.840 | 25.160 | 26.67 | 1.000 | bicubic | -52.930 | -24.620 | +92 |
292 | seresnextaa101d_32x8d.ah_in1k | 288 | 43.640 | 56.360 | 73.160 | 26.840 | 93.59 | 1.000 | bicubic | -53.320 | -26.230 | -13 |
293 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 43.480 | 56.520 | 74.347 | 25.653 | 32.59 | 1.000 | bicubic | -53.420 | -24.983 | +1 |
294 | resnetrs200.tf_in1k | 320 | 43.480 | 56.520 | 72.520 | 27.480 | 93.21 | 1.000 | bicubic | -53.240 | -26.980 | +46 |
295 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 224 | 43.453 | 56.547 | 76.267 | 23.733 | 49.61 | 0.900 | bicubic | -53.097 | -23.073 | +94 |
296 | ecaresnet269d.ra2_in1k | 320 | 43.400 | 56.600 | 72.640 | 27.360 | 102.09 | 1.000 | bicubic | -53.550 | -26.760 | -14 |
297 | caformer_s18.sail_in22k_ft_in1k | 224 | 43.333 | 56.667 | 74.880 | 25.120 | 26.34 | 1.000 | bicubic | -53.377 | -24.630 | +44 |
298 | hiera_base_224.mae_in1k_ft_in1k | 224 | 43.333 | 56.667 | 73.160 | 26.840 | 51.52 | 0.900 | bicubic | -53.257 | -26.170 | +78 |
299 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 43.293 | 56.707 | 75.267 | 24.733 | 39.57 | 1.000 | bicubic | -53.987 | -24.333 | -98 |
300 | regnety_120.sw_in12k_ft_in1k | 224 | 43.280 | 56.720 | 73.373 | 26.627 | 51.82 | 1.000 | bicubic | -53.870 | -26.047 | -64 |
301 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 43.227 | 56.773 | 74.000 | 26.000 | 26.25 | 1.000 | bicubic | -53.723 | -25.580 | -20 |
302 | tresnet_xl.miil_in1k_448 | 448 | 43.213 | 56.787 | 72.147 | 27.853 | 78.44 | 0.875 | bilinear | -52.757 | -26.973 | +269 |
303 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 43.133 | 56.867 | 72.747 | 27.253 | 86.57 | 0.900 | bicubic | -53.747 | -26.783 | -2 |
304 | xcit_medium_24_p8_224.fb_in1k | 224 | 43.093 | 56.907 | 70.080 | 29.920 | 84.32 | 1.000 | bicubic | -53.027 | -28.810 | +221 |
305 | rdnet_large.nv_in1k | 224 | 42.973 | 57.027 | 73.667 | 26.333 | 186.27 | 0.900 | bicubic | -53.947 | -25.733 | -14 |
306 | edgenext_base.in21k_ft_in1k | 320 | 42.773 | 57.227 | 75.427 | 24.573 | 18.51 | 1.000 | bicubic | -53.967 | -23.863 | +23 |
307 | hrnet_w48_ssld.paddle_in1k | 288 | 42.667 | 57.333 | 72.120 | 27.880 | 77.47 | 1.000 | bilinear | -54.373 | -27.260 | -47 |
308 | efficientvit_l2.r224_in1k | 224 | 42.653 | 57.347 | 74.320 | 25.680 | 63.71 | 1.000 | bicubic | -54.187 | -25.130 | +1 |
309 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 42.627 | 57.373 | 72.653 | 27.347 | 88.30 | 0.950 | bicubic | -54.483 | -26.857 | -65 |
310 | nextvit_small.bd_ssld_6m_in1k | 224 | 42.573 | 57.427 | 75.467 | 24.533 | 31.76 | 0.950 | bicubic | -54.387 | -24.023 | -32 |
311 | coatnet_rmlp_2_rw_224.sw_in1k | 224 | 42.547 | 57.453 | 71.040 | 28.960 | 73.88 | 0.950 | bicubic | -53.983 | -28.040 | +84 |
312 | gcvit_base.in1k | 224 | 42.520 | 57.480 | 73.440 | 26.560 | 90.32 | 0.875 | bicubic | -54.040 | -25.910 | +75 |
313 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 42.467 | 57.533 | 74.347 | 25.653 | 38.86 | 0.950 | bicubic | -54.213 | -25.023 | +39 |
314 | resnetrs420.tf_in1k | 416 | 42.427 | 57.573 | 70.147 | 29.853 | 191.89 | 1.000 | bicubic | -54.493 | -29.283 | -25 |
315 | tf_efficientnetv2_m.in1k | 480 | 42.400 | 57.600 | 72.213 | 27.787 | 54.14 | 1.000 | bicubic | -54.830 | -27.267 | -99 |
316 | maxvit_large_tf_224.in1k | 224 | 42.387 | 57.613 | 69.200 | 30.800 | 211.79 | 0.950 | bicubic | -54.623 | -30.290 | -48 |
317 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 42.267 | 57.733 | 72.773 | 27.227 | 12.11 | 1.000 | bicubic | -54.313 | -26.547 | +60 |
318 | swinv2_small_window16_256.ms_in1k | 256 | 42.267 | 57.733 | 72.747 | 27.253 | 49.73 | 0.900 | bicubic | -54.203 | -26.413 | +92 |
319 | tf_efficientnet_b7.ra_in1k | 600 | 42.267 | 57.733 | 72.520 | 27.480 | 66.35 | 0.949 | bicubic | -54.733 | -26.830 | -48 |
320 | convformer_s18.sail_in1k_384 | 384 | 42.227 | 57.773 | 74.013 | 25.987 | 26.77 | 1.000 | bicubic | -54.813 | -25.627 | -59 |
321 | dm_nfnet_f1.dm_in1k | 320 | 42.227 | 57.773 | 71.293 | 28.707 | 132.63 | 0.910 | bicubic | -54.843 | -28.117 | -65 |
322 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 42.187 | 57.813 | 72.373 | 27.627 | 64.90 | 0.900 | bicubic | -54.373 | -26.757 | +66 |
323 | maxvit_base_tf_224.in1k | 224 | 42.080 | 57.920 | 70.120 | 29.880 | 119.47 | 0.950 | bicubic | -54.900 | -29.370 | -46 |
324 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 42.013 | 57.987 | 73.533 | 26.467 | 28.59 | 1.000 | bicubic | -55.097 | -25.967 | -79 |
325 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 41.960 | 58.040 | 74.013 | 25.987 | 86.57 | 1.000 | bicubic | -55.160 | -25.447 | -84 |
326 | convnext_base.fb_in1k | 288 | 41.907 | 58.093 | 73.840 | 26.160 | 88.59 | 1.000 | bicubic | -54.913 | -25.550 | -13 |
327 | nextvit_small.bd_in1k_384 | 384 | 41.827 | 58.173 | 72.787 | 27.213 | 31.76 | 1.000 | bicubic | -54.993 | -26.673 | -12 |
328 | crossvit_15_dagger_408.in1k | 408 | 41.827 | 58.173 | 72.013 | 27.987 | 28.50 | 1.000 | bicubic | -54.583 | -27.137 | +98 |
329 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 41.733 | 58.267 | 75.133 | 24.867 | 28.64 | 1.000 | bicubic | -55.107 | -24.117 | -21 |
330 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 41.667 | 58.333 | 70.307 | 29.693 | 328.99 | 0.900 | bicubic | -55.123 | -29.023 | -8 |
331 | xcit_small_24_p8_224.fb_in1k | 224 | 41.653 | 58.347 | 70.867 | 29.133 | 47.63 | 1.000 | bicubic | -54.777 | -28.263 | +88 |
332 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 41.600 | 58.400 | 71.853 | 28.147 | 44.18 | 0.875 | bilinear | -54.840 | -27.517 | +84 |
333 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 41.533 | 58.467 | 73.667 | 26.333 | 47.63 | 1.000 | bicubic | -55.357 | -25.773 | -36 |
334 | resnetaa101d.sw_in12k_ft_in1k | 288 | 41.533 | 58.467 | 72.467 | 27.533 | 44.57 | 1.000 | bicubic | -55.137 | -26.893 | +23 |
335 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 41.467 | 58.533 | 71.667 | 28.333 | 63.95 | 0.950 | bicubic | -55.143 | -27.683 | +35 |
336 | convnextv2_base.fcmae_ft_in1k | 224 | 41.280 | 58.720 | 72.613 | 27.387 | 88.72 | 1.000 | bicubic | -55.640 | -26.847 | -46 |
337 | convnext_small.fb_in22k_ft_in1k | 224 | 41.200 | 58.800 | 73.867 | 26.133 | 50.22 | 1.000 | bicubic | -56.000 | -25.603 | -113 |
338 | swinv2_base_window8_256.ms_in1k | 256 | 41.160 | 58.840 | 72.560 | 27.440 | 87.92 | 0.900 | bicubic | -55.390 | -26.850 | +53 |
339 | regnetz_e8.ra3_in1k | 256 | 41.093 | 58.907 | 70.773 | 29.227 | 57.70 | 1.000 | bicubic | -55.727 | -28.647 | -25 |
340 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 41.053 | 58.947 | 71.907 | 28.093 | 22.06 | 1.000 | bicubic | -55.617 | -27.423 | +18 |
341 | caformer_s36.sail_in1k | 224 | 41.027 | 58.973 | 70.920 | 29.080 | 39.30 | 1.000 | bicubic | -55.693 | -28.510 | -4 |
342 | seresnext101d_32x8d.ah_in1k | 288 | 40.960 | 59.040 | 70.813 | 29.187 | 93.59 | 1.000 | bicubic | -55.760 | -28.567 | -4 |
343 | davit_base.msft_in1k | 224 | 40.787 | 59.213 | 72.587 | 27.413 | 87.95 | 0.950 | bicubic | -56.143 | -26.663 | -55 |
344 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 40.733 | 59.267 | 70.880 | 29.120 | 29.15 | 0.950 | bicubic | -55.687 | -28.510 | +76 |
345 | regnety_1280.seer_ft_in1k | 384 | 40.640 | 59.360 | 70.547 | 29.453 | 644.81 | 1.000 | bicubic | -56.230 | -28.853 | -42 |
346 | flexivit_base.1200ep_in1k | 240 | 40.587 | 59.413 | 72.187 | 27.813 | 86.59 | 0.950 | bicubic | -56.173 | -27.173 | -20 |
347 | tf_efficientnet_b6.ap_in1k | 528 | 40.373 | 59.627 | 71.373 | 28.627 | 43.04 | 0.942 | bicubic | -56.727 | -28.087 | -101 |
348 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 40.333 | 59.667 | 74.560 | 25.440 | 129.14 | 0.875 | bicubic | -56.267 | -24.940 | +23 |
349 | convformer_b36.sail_in1k | 224 | 40.280 | 59.720 | 69.107 | 30.893 | 99.88 | 1.000 | bicubic | -56.630 | -30.293 | -56 |
350 | deit3_small_patch16_384.fb_in1k | 384 | 40.227 | 59.773 | 70.000 | 30.000 | 22.21 | 1.000 | bicubic | -55.983 | -29.270 | +141 |
351 | tresnet_l.miil_in1k_448 | 448 | 40.133 | 59.867 | 69.720 | 30.280 | 55.99 | 0.875 | bilinear | -55.757 | -29.390 | +235 |
352 | deit_base_patch16_384.fb_in1k | 384 | 39.880 | 60.120 | 70.427 | 29.573 | 86.86 | 1.000 | bicubic | -56.300 | -28.913 | +152 |
353 | flexivit_base.600ep_in1k | 240 | 39.840 | 60.160 | 71.667 | 28.333 | 86.59 | 0.950 | bicubic | -56.780 | -27.643 | +11 |
354 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 39.707 | 60.293 | 72.480 | 27.520 | 37.76 | 1.000 | bicubic | -56.893 | -26.900 | +20 |
355 | regnetz_040_h.ra3_in1k | 320 | 39.707 | 60.293 | 70.960 | 29.040 | 28.94 | 1.000 | bicubic | -57.013 | -28.410 | -20 |
356 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 39.693 | 60.307 | 71.227 | 28.773 | 22.52 | 0.950 | bicubic | -56.677 | -27.993 | +80 |
357 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 39.680 | 60.320 | 70.453 | 29.547 | 86.43 | 0.950 | bicubic | -56.740 | -28.667 | +66 |
358 | swin_s3_base_224.ms_in1k | 224 | 39.627 | 60.373 | 70.613 | 29.387 | 71.13 | 0.900 | bicubic | -56.643 | -28.537 | +113 |
359 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 39.600 | 60.400 | 72.867 | 27.133 | 37.76 | 1.000 | bicubic | -57.100 | -26.373 | -14 |
360 | regnetz_d8.ra3_in1k | 320 | 39.507 | 60.493 | 71.227 | 28.773 | 23.37 | 1.000 | bicubic | -57.123 | -27.993 | +1 |
361 | eca_nfnet_l2.ra3_in1k | 320 | 39.440 | 60.560 | 71.147 | 28.853 | 56.72 | 1.000 | bicubic | -57.430 | -28.243 | -59 |
362 | resnetrs350.tf_in1k | 384 | 39.387 | 60.613 | 68.333 | 31.667 | 163.96 | 1.000 | bicubic | -57.403 | -31.007 | -41 |
363 | flexivit_base.300ep_in1k | 240 | 39.320 | 60.680 | 70.733 | 29.267 | 86.59 | 0.950 | bicubic | -57.300 | -28.807 | +3 |
364 | gcvit_small.in1k | 224 | 39.253 | 60.747 | 70.520 | 29.480 | 51.09 | 0.875 | bicubic | -57.017 | -28.640 | +108 |
365 | seresnext101_32x8d.ah_in1k | 288 | 39.027 | 60.973 | 68.987 | 31.013 | 93.57 | 1.000 | bicubic | -57.753 | -30.363 | -42 |
366 | deit3_base_patch16_224.fb_in1k | 224 | 38.920 | 61.080 | 70.747 | 29.253 | 86.59 | 0.900 | bicubic | -57.370 | -28.463 | +102 |
367 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 38.907 | 61.093 | 71.267 | 28.733 | 39.57 | 1.000 | bicubic | -58.123 | -28.363 | -105 |
368 | hgnet_base.ssld_in1k | 224 | 38.907 | 61.093 | 69.400 | 30.600 | 71.58 | 1.000 | bicubic | -58.253 | -30.160 | -136 |
369 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 38.893 | 61.107 | 70.707 | 29.293 | 32.59 | 1.000 | bicubic | -57.567 | -28.613 | +44 |
370 | regnetz_d8_evos.ch_in1k | 320 | 38.840 | 61.160 | 71.320 | 28.680 | 23.46 | 1.000 | bicubic | -57.730 | -28.110 | +12 |
371 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 38.840 | 61.160 | 68.627 | 31.373 | 306.63 | 1.000 | bicubic | -56.990 | -30.543 | +233 |
372 | volo_d1_224.sail_in1k | 224 | 38.693 | 61.307 | 70.120 | 29.880 | 26.63 | 0.960 | bicubic | -57.627 | -29.190 | +89 |
373 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 38.680 | 61.320 | 70.880 | 29.120 | 32.59 | 1.000 | bicubic | -58.170 | -28.440 | -66 |
374 | mvitv2_small.fb_in1k | 224 | 38.560 | 61.440 | 69.960 | 30.040 | 34.87 | 0.900 | bicubic | -57.790 | -29.260 | +77 |
375 | coat_lite_medium.in1k | 224 | 38.440 | 61.560 | 71.093 | 28.907 | 44.57 | 0.900 | bicubic | -58.030 | -28.117 | +35 |
376 | efficientnetv2_rw_m.agc_in1k | 320 | 38.427 | 61.573 | 70.147 | 29.853 | 53.24 | 1.000 | bicubic | -58.153 | -29.113 | +2 |
377 | regnetz_040.ra3_in1k | 320 | 38.413 | 61.587 | 70.067 | 29.933 | 27.12 | 1.000 | bicubic | -58.297 | -29.413 | -35 |
378 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 38.253 | 61.747 | 70.227 | 29.773 | 44.54 | 1.000 | bilinear | -57.847 | -29.043 | +149 |
379 | rdnet_base.nv_in1k | 224 | 38.200 | 61.800 | 70.147 | 29.853 | 87.45 | 0.900 | bicubic | -58.500 | -29.243 | -33 |
380 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 38.147 | 61.853 | 71.333 | 28.667 | 26.21 | 1.000 | bicubic | -58.603 | -28.087 | -52 |
381 | davit_small.msft_in1k | 224 | 38.067 | 61.933 | 70.533 | 29.467 | 49.75 | 0.950 | bicubic | -58.573 | -28.837 | -21 |
382 | convformer_m36.sail_in1k | 224 | 37.920 | 62.080 | 66.933 | 33.067 | 57.05 | 1.000 | bicubic | -58.770 | -32.437 | -31 |
383 | resnet200d.ra2_in1k | 320 | 37.893 | 62.107 | 68.333 | 31.667 | 64.69 | 1.000 | bicubic | -58.837 | -31.187 | -49 |
384 | tf_efficientnet_b7.aa_in1k | 600 | 37.787 | 62.213 | 69.427 | 30.573 | 66.35 | 0.949 | bicubic | -58.753 | -29.883 | +9 |
385 | focalnet_base_srf.ms_in1k | 224 | 37.747 | 62.253 | 69.707 | 30.293 | 88.15 | 0.900 | bicubic | -58.843 | -29.453 | -8 |
386 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 37.707 | 62.293 | 68.853 | 31.147 | 60.23 | 0.950 | bicubic | -58.653 | -30.317 | +58 |
387 | maxvit_small_tf_224.in1k | 224 | 37.693 | 62.307 | 68.373 | 31.627 | 68.93 | 0.950 | bicubic | -58.997 | -31.207 | -37 |
388 | swinv2_small_window8_256.ms_in1k | 256 | 37.667 | 62.333 | 69.960 | 30.040 | 49.73 | 0.900 | bicubic | -58.653 | -29.240 | +76 |
389 | convnext_large.fb_in1k | 224 | 37.600 | 62.400 | 70.013 | 29.987 | 197.77 | 1.000 | bicubic | -59.300 | -29.397 | -93 |
390 | fastvit_ma36.apple_dist_in1k | 256 | 37.573 | 62.427 | 71.013 | 28.987 | 44.07 | 0.950 | bicubic | -59.227 | -28.437 | -72 |
391 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 37.573 | 62.427 | 69.587 | 30.413 | 21.46 | 1.000 | bicubic | -58.747 | -29.743 | +72 |
392 | focalnet_base_lrf.ms_in1k | 224 | 37.533 | 62.467 | 68.600 | 31.400 | 88.75 | 0.900 | bicubic | -58.947 | -30.790 | +16 |
393 | seresnet152d.ra2_in1k | 320 | 37.480 | 62.520 | 69.067 | 30.933 | 66.84 | 1.000 | bicubic | -59.320 | -30.243 | -75 |
394 | twins_svt_large.in1k | 224 | 37.373 | 62.627 | 69.107 | 30.893 | 99.27 | 0.900 | bicubic | -58.887 | -30.063 | +79 |
395 | efficientvit_b3.r288_in1k | 288 | 37.347 | 62.653 | 69.653 | 30.347 | 48.65 | 1.000 | bicubic | -59.283 | -29.807 | -33 |
396 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 37.307 | 62.693 | 71.440 | 28.560 | 189.10 | 1.000 | bicubic | -59.513 | -27.880 | -82 |
397 | xcit_small_12_p8_224.fb_in1k | 224 | 37.307 | 62.693 | 68.133 | 31.867 | 26.21 | 1.000 | bicubic | -58.803 | -31.037 | +130 |
398 | swin_s3_small_224.ms_in1k | 224 | 37.053 | 62.947 | 68.147 | 31.853 | 49.74 | 0.900 | bicubic | -59.187 | -30.953 | +86 |
399 | eca_nfnet_l1.ra2_in1k | 320 | 37.040 | 62.960 | 70.693 | 29.307 | 41.41 | 1.000 | bicubic | -59.700 | -28.727 | -68 |
400 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 36.947 | 63.053 | 68.893 | 31.107 | 38.74 | 0.950 | bicubic | -59.473 | -30.207 | +22 |
401 | regnetz_d32.ra3_in1k | 320 | 36.813 | 63.187 | 70.067 | 29.933 | 27.58 | 0.950 | bicubic | -59.787 | -29.233 | -29 |
402 | convnext_small.fb_in1k | 288 | 36.787 | 63.213 | 70.947 | 29.053 | 50.22 | 1.000 | bicubic | -59.773 | -28.283 | -17 |
403 | pvt_v2_b4.in1k | 224 | 36.773 | 63.227 | 68.627 | 31.373 | 62.56 | 0.900 | bicubic | -59.597 | -30.713 | +36 |
404 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 36.693 | 63.307 | 68.427 | 31.573 | 39.57 | 1.000 | bicubic | -60.187 | -31.163 | -104 |
405 | pit_b_distilled_224.in1k | 224 | 36.640 | 63.360 | 67.747 | 32.253 | 74.79 | 0.900 | bicubic | -59.600 | -31.373 | +77 |
406 | regnety_064.ra3_in1k | 288 | 36.640 | 63.360 | 67.560 | 32.440 | 30.58 | 1.000 | bicubic | -59.730 | -31.650 | +31 |
407 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 36.600 | 63.400 | 68.053 | 31.947 | 60.40 | 0.950 | bicubic | -59.490 | -31.097 | +126 |
408 | efficientnetv2_rw_s.ra2_in1k | 384 | 36.547 | 63.453 | 68.067 | 31.933 | 23.94 | 1.000 | bicubic | -60.013 | -31.173 | -24 |
409 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 36.520 | 63.480 | 69.147 | 30.853 | 88.30 | 1.000 | bicubic | -59.980 | -30.233 | -10 |
410 | regnety_160.deit_in1k | 288 | 36.467 | 63.533 | 68.773 | 31.227 | 83.59 | 1.000 | bicubic | -59.893 | -30.447 | +30 |
411 | hiera_small_224.mae_in1k_ft_in1k | 224 | 36.413 | 63.587 | 68.000 | 32.000 | 35.01 | 0.900 | bicubic | -59.917 | -31.050 | +47 |
412 | fastvit_sa36.apple_dist_in1k | 256 | 36.400 | 63.600 | 69.547 | 30.453 | 31.53 | 0.900 | bicubic | -59.950 | -29.623 | +37 |
413 | convnext_tiny.in12k_ft_in1k | 224 | 36.347 | 63.653 | 69.773 | 30.227 | 28.59 | 1.000 | bicubic | -60.343 | -29.677 | -65 |
414 | resnext101_64x4d.c1_in1k | 288 | 36.347 | 63.653 | 65.960 | 34.040 | 83.46 | 1.000 | bicubic | -59.783 | -33.330 | +107 |
415 | hgnet_small.ssld_in1k | 288 | 36.320 | 63.680 | 70.787 | 29.213 | 24.36 | 1.000 | bicubic | -60.610 | -28.733 | -130 |
416 | pvt_v2_b5.in1k | 224 | 36.293 | 63.707 | 68.413 | 31.587 | 81.96 | 0.900 | bicubic | -60.057 | -31.057 | +37 |
417 | cait_xxs36_384.fb_dist_in1k | 384 | 36.067 | 63.933 | 67.360 | 32.640 | 17.37 | 1.000 | bicubic | -59.823 | -31.720 | +170 |
418 | efficientvit_l1.r224_in1k | 224 | 35.960 | 64.040 | 68.000 | 32.000 | 52.65 | 1.000 | bicubic | -60.370 | -31.300 | +41 |
419 | nest_base_jx.goog_in1k | 224 | 35.947 | 64.053 | 66.600 | 33.400 | 67.72 | 0.875 | bicubic | -60.303 | -32.820 | +58 |
420 | swin_base_patch4_window7_224.ms_in1k | 224 | 35.773 | 64.227 | 68.213 | 31.787 | 87.77 | 0.900 | bicubic | -60.317 | -30.827 | +114 |
421 | regnety_640.seer_ft_in1k | 384 | 35.747 | 64.253 | 68.027 | 31.973 | 281.38 | 1.000 | bicubic | -61.083 | -31.633 | -110 |
422 | repvgg_d2se.rvgg_in1k | 320 | 35.720 | 64.280 | 66.667 | 33.333 | 133.33 | 1.000 | bilinear | -60.960 | -32.623 | -70 |
423 | maxvit_tiny_rw_224.sw_in1k | 224 | 35.720 | 64.280 | 65.747 | 34.253 | 29.06 | 0.950 | bicubic | -60.520 | -33.373 | +59 |
424 | coatnet_1_rw_224.sw_in1k | 224 | 35.693 | 64.307 | 66.987 | 33.013 | 41.72 | 0.950 | bicubic | -60.337 | -32.273 | +125 |
425 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 35.640 | 64.360 | 67.040 | 32.960 | 60.40 | 0.950 | bicubic | -60.600 | -32.230 | +58 |
426 | tf_efficientnet_b3.ns_jft_in1k | 300 | 35.613 | 64.387 | 67.720 | 32.280 | 12.23 | 0.904 | bicubic | -60.767 | -31.670 | +6 |
427 | sequencer2d_l.in1k | 224 | 35.600 | 64.400 | 67.360 | 32.640 | 54.30 | 0.875 | bicubic | -60.550 | -31.800 | +88 |
428 | resnetrs200.tf_in1k | 256 | 35.440 | 64.560 | 64.813 | 35.187 | 93.21 | 1.000 | bicubic | -60.770 | -34.427 | +64 |
429 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 35.413 | 64.587 | 69.160 | 30.840 | 28.64 | 1.000 | bicubic | -61.137 | -30.120 | -40 |
430 | cs3se_edgenet_x.c2ns_in1k | 320 | 35.413 | 64.587 | 67.333 | 32.667 | 50.72 | 1.000 | bicubic | -61.027 | -32.077 | -12 |
431 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 35.373 | 64.627 | 69.973 | 30.027 | 19.80 | 1.000 | bicubic | -61.487 | -29.557 | -127 |
432 | tf_efficientnetv2_m.in1k | 384 | 35.253 | 64.747 | 65.467 | 34.533 | 54.14 | 1.000 | bicubic | -61.557 | -33.953 | -115 |
433 | resnetrs420.tf_in1k | 320 | 35.173 | 64.827 | 63.653 | 36.347 | 191.89 | 1.000 | bicubic | -61.427 | -35.637 | -60 |
434 | regnety_080.ra3_in1k | 288 | 35.107 | 64.893 | 66.707 | 33.293 | 39.18 | 1.000 | bicubic | -61.413 | -32.623 | -36 |
435 | edgenext_base.in21k_ft_in1k | 256 | 34.987 | 65.013 | 68.013 | 31.987 | 18.51 | 1.000 | bicubic | -61.513 | -31.397 | -35 |
436 | tf_efficientnet_b6.aa_in1k | 528 | 34.973 | 65.027 | 67.373 | 32.627 | 43.04 | 0.942 | bicubic | -61.707 | -31.937 | -82 |
437 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 34.947 | 65.053 | 69.187 | 30.813 | 11.07 | 1.000 | bicubic | -61.373 | -30.053 | +23 |
438 | inception_next_base.sail_in1k | 224 | 34.853 | 65.147 | 66.227 | 33.773 | 86.67 | 0.950 | bicubic | -61.697 | -32.863 | -46 |
439 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 34.813 | 65.187 | 68.280 | 31.720 | 37.76 | 1.000 | bicubic | -61.647 | -31.090 | -26 |
440 | gcvit_tiny.in1k | 224 | 34.813 | 65.187 | 66.280 | 33.720 | 28.22 | 0.875 | bicubic | -61.377 | -32.950 | +60 |
441 | rexnetr_300.sw_in12k_ft_in1k | 224 | 34.707 | 65.293 | 68.533 | 31.467 | 34.81 | 1.000 | bicubic | -61.973 | -30.837 | -87 |
442 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 34.707 | 65.293 | 68.480 | 31.520 | 37.76 | 1.000 | bicubic | -61.713 | -30.820 | -20 |
443 | dm_nfnet_f2.dm_in1k | 256 | 34.573 | 65.427 | 63.920 | 36.080 | 193.78 | 0.920 | bicubic | -62.167 | -35.390 | -113 |
444 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 34.547 | 65.453 | 67.680 | 32.320 | 38.88 | 0.950 | bicubic | -61.803 | -31.570 | +8 |
445 | resnetrs270.tf_in1k | 352 | 34.507 | 65.493 | 65.120 | 34.880 | 129.86 | 1.000 | bicubic | -62.203 | -34.230 | -101 |
446 | tf_efficientnet_b5.ap_in1k | 456 | 34.400 | 65.600 | 67.147 | 32.853 | 30.39 | 0.934 | bicubic | -62.290 | -32.303 | -97 |
447 | fastvit_ma36.apple_in1k | 256 | 34.387 | 65.613 | 67.187 | 32.813 | 44.07 | 0.950 | bicubic | -62.113 | -32.113 | -46 |
448 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 34.347 | 65.653 | 66.307 | 33.693 | 6.71 | 1.000 | bicubic | -61.703 | -32.823 | +94 |
449 | seresnextaa101d_32x8d.ah_in1k | 224 | 34.347 | 65.653 | 64.627 | 35.373 | 93.59 | 1.000 | bicubic | -62.023 | -34.693 | -11 |
450 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 34.333 | 65.667 | 67.747 | 32.253 | 32.59 | 1.000 | bicubic | -61.907 | -31.563 | +28 |
451 | coat_small.in1k | 224 | 34.173 | 65.827 | 66.080 | 33.920 | 21.69 | 0.900 | bicubic | -61.757 | -33.080 | +126 |
452 | deit3_medium_patch16_224.fb_in1k | 224 | 34.173 | 65.827 | 65.973 | 34.027 | 38.85 | 0.900 | bicubic | -61.907 | -33.227 | +86 |
453 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 34.120 | 65.880 | 64.547 | 35.453 | 86.54 | 0.875 | bilinear | -62.330 | -34.763 | -38 |
454 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 34.040 | 65.960 | 67.280 | 32.720 | 38.88 | 0.950 | bicubic | -62.350 | -31.950 | -24 |
455 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 34.000 | 66.000 | 67.640 | 32.360 | 84.40 | 1.000 | bicubic | -62.620 | -31.640 | -88 |
456 | resnet152d.ra2_in1k | 320 | 33.800 | 66.200 | 65.427 | 34.573 | 60.21 | 1.000 | bicubic | -62.580 | -33.923 | -25 |
457 | resmlp_big_24_224.fb_distilled_in1k | 224 | 33.787 | 66.213 | 69.360 | 30.640 | 129.14 | 0.875 | bicubic | -62.673 | -29.940 | -46 |
458 | tresnet_m.miil_in1k_448 | 448 | 33.787 | 66.213 | 64.320 | 35.680 | 31.39 | 0.875 | bilinear | -61.193 | -34.430 | +356 |
459 | caformer_s18.sail_in1k | 224 | 33.693 | 66.307 | 65.240 | 34.760 | 26.34 | 1.000 | bicubic | -62.477 | -33.830 | +49 |
460 | regnetv_064.ra3_in1k | 288 | 33.667 | 66.333 | 67.613 | 32.387 | 30.58 | 1.000 | bicubic | -62.773 | -31.867 | -42 |
461 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 33.653 | 66.347 | 65.280 | 34.720 | 41.69 | 0.950 | bicubic | -62.297 | -33.900 | +114 |
462 | rdnet_small.nv_in1k | 224 | 33.587 | 66.413 | 66.760 | 33.240 | 50.44 | 0.900 | bicubic | -62.733 | -32.440 | +1 |
463 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 33.573 | 66.427 | 65.280 | 34.720 | 12.12 | 1.000 | bicubic | -62.417 | -33.910 | +96 |
464 | focalnet_small_srf.ms_in1k | 224 | 33.547 | 66.453 | 65.853 | 34.147 | 49.89 | 0.900 | bicubic | -62.543 | -33.017 | +68 |
465 | pvt_v2_b3.in1k | 224 | 33.533 | 66.467 | 67.533 | 32.467 | 45.24 | 0.900 | bicubic | -62.467 | -31.647 | +89 |
466 | convformer_s18.sail_in22k_ft_in1k | 224 | 33.440 | 66.560 | 68.240 | 31.760 | 26.77 | 1.000 | bicubic | -63.170 | -31.100 | -97 |
467 | inception_next_small.sail_in1k | 224 | 33.427 | 66.573 | 65.893 | 34.107 | 49.37 | 0.875 | bicubic | -62.823 | -33.327 | +9 |
468 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 33.320 | 66.680 | 65.707 | 34.293 | 11.00 | 0.950 | bicubic | -62.960 | -33.483 | +1 |
469 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 33.253 | 66.747 | 67.787 | 32.213 | 11.07 | 1.000 | bicubic | -62.897 | -31.373 | +44 |
470 | convformer_s36.sail_in1k | 224 | 33.213 | 66.787 | 63.547 | 36.453 | 40.01 | 1.000 | bicubic | -63.367 | -35.613 | -89 |
471 | resnetrs350.tf_in1k | 288 | 33.173 | 66.827 | 62.067 | 37.933 | 163.96 | 1.000 | bicubic | -63.507 | -37.433 | -115 |
472 | twins_svt_base.in1k | 224 | 33.160 | 66.840 | 65.547 | 34.453 | 56.07 | 0.900 | bicubic | -63.010 | -33.723 | +35 |
473 | twins_pcpvt_large.in1k | 224 | 33.120 | 66.880 | 67.920 | 32.080 | 60.99 | 0.900 | bicubic | -63.040 | -31.330 | +38 |
474 | nextvit_large.bd_in1k | 224 | 33.093 | 66.907 | 66.973 | 33.027 | 57.87 | 0.950 | bicubic | -63.277 | -32.357 | -40 |
475 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 33.067 | 66.933 | 65.213 | 34.787 | 25.03 | 0.875 | bilinear | -62.813 | -33.877 | +115 |
476 | resnet152.a1h_in1k | 288 | 33.053 | 66.947 | 63.147 | 36.853 | 60.19 | 1.000 | bicubic | -63.167 | -36.063 | +12 |
477 | fastvit_sa36.apple_in1k | 256 | 33.000 | 67.000 | 65.960 | 34.040 | 31.53 | 0.900 | bicubic | -63.240 | -33.210 | +3 |
478 | focalnet_small_lrf.ms_in1k | 224 | 32.947 | 67.053 | 67.160 | 32.840 | 50.34 | 0.900 | bicubic | -63.243 | -32.030 | +22 |
479 | tiny_vit_21m_224.in1k | 224 | 32.880 | 67.120 | 66.933 | 33.067 | 21.20 | 0.950 | bicubic | -63.320 | -32.197 | +18 |
480 | convnext_base.fb_in1k | 224 | 32.773 | 67.227 | 67.013 | 32.987 | 88.59 | 1.000 | bicubic | -63.847 | -32.317 | -115 |
481 | pit_b_224.in1k | 224 | 32.773 | 67.227 | 62.253 | 37.747 | 73.76 | 0.900 | bicubic | -62.857 | -36.867 | +165 |
482 | swinv2_cr_small_ns_224.sw_in1k | 224 | 32.747 | 67.253 | 65.720 | 34.280 | 49.70 | 0.900 | bicubic | -63.473 | -33.510 | +8 |
483 | regnety_320.seer_ft_in1k | 384 | 32.733 | 67.267 | 66.053 | 33.947 | 145.05 | 1.000 | bicubic | -63.607 | -33.297 | -28 |
484 | xcit_large_24_p16_224.fb_in1k | 224 | 32.733 | 67.267 | 61.773 | 38.227 | 189.10 | 1.000 | bicubic | -62.727 | -36.947 | +221 |
485 | convnext_tiny.fb_in22k_ft_in1k | 224 | 32.640 | 67.360 | 66.693 | 33.307 | 28.59 | 1.000 | bicubic | -63.880 | -32.687 | -89 |
486 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 32.480 | 67.520 | 64.760 | 35.240 | 18.45 | 1.000 | bicubic | -63.550 | -34.290 | +62 |
487 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 32.467 | 67.533 | 64.733 | 35.267 | 14.25 | 1.000 | bicubic | -63.733 | -34.557 | +9 |
488 | efficientvit_b3.r256_in1k | 256 | 32.453 | 67.547 | 65.933 | 34.067 | 48.65 | 1.000 | bicubic | -63.897 | -33.457 | -34 |
489 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 32.440 | 67.560 | 63.733 | 36.267 | 194.03 | 0.875 | bilinear | -63.390 | -35.427 | +114 |
490 | swin_small_patch4_window7_224.ms_in1k | 224 | 32.373 | 67.627 | 65.227 | 34.773 | 49.61 | 0.900 | bicubic | -63.507 | -33.793 | +104 |
491 | ecaresnet101d.miil_in1k | 288 | 32.360 | 67.640 | 65.773 | 34.227 | 44.57 | 0.950 | bicubic | -63.860 | -33.477 | -5 |
492 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 32.320 | 67.680 | 66.253 | 33.747 | 15.62 | 1.000 | bicubic | -64.030 | -33.137 | -46 |
493 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 32.320 | 67.680 | 66.120 | 33.880 | 14.36 | 0.900 | bicubic | -63.900 | -33.190 | -6 |
494 | nest_small_jx.goog_in1k | 224 | 32.307 | 67.693 | 63.813 | 36.187 | 38.35 | 0.875 | bicubic | -63.663 | -35.087 | +78 |
495 | xception65.ra3_in1k | 299 | 32.280 | 67.720 | 62.480 | 37.520 | 39.92 | 0.940 | bicubic | -64.080 | -36.850 | -53 |
496 | seresnext101d_32x8d.ah_in1k | 224 | 32.133 | 67.867 | 62.733 | 37.267 | 93.59 | 1.000 | bicubic | -64.177 | -36.467 | -31 |
497 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 32.080 | 67.920 | 63.467 | 36.533 | 236.34 | 0.875 | bicubic | -64.050 | -35.763 | +22 |
498 | convnextv2_tiny.fcmae_ft_in1k | 288 | 31.973 | 68.027 | 67.120 | 32.880 | 28.64 | 1.000 | bicubic | -64.237 | -32.060 | -5 |
499 | regnetz_040_h.ra3_in1k | 256 | 31.960 | 68.040 | 63.133 | 36.867 | 28.94 | 1.000 | bicubic | -64.370 | -36.037 | -42 |
500 | convnext_tiny_hnf.a2h_in1k | 288 | 31.960 | 68.040 | 62.480 | 37.520 | 28.59 | 1.000 | bicubic | -64.050 | -36.600 | +52 |
501 | efficientvit_b3.r224_in1k | 224 | 31.867 | 68.133 | 64.480 | 35.520 | 48.65 | 0.950 | bicubic | -64.153 | -34.670 | +50 |
502 | regnetz_d8.ra3_in1k | 256 | 31.853 | 68.147 | 65.360 | 34.640 | 23.37 | 1.000 | bicubic | -64.507 | -33.890 | -61 |
503 | rexnetr_200.sw_in12k_ft_in1k | 288 | 31.840 | 68.160 | 67.507 | 32.493 | 16.52 | 1.000 | bicubic | -64.390 | -31.753 | -18 |
504 | swinv2_tiny_window16_256.ms_in1k | 256 | 31.787 | 68.213 | 65.587 | 34.413 | 28.35 | 0.900 | bicubic | -64.193 | -33.523 | +61 |
505 | resnext101_64x4d.tv_in1k | 224 | 31.640 | 68.360 | 63.747 | 36.253 | 83.46 | 0.875 | bilinear | -64.390 | -35.413 | +42 |
506 | maxvit_nano_rw_256.sw_in1k | 256 | 31.600 | 68.400 | 63.667 | 36.333 | 15.45 | 0.950 | bicubic | -64.330 | -35.333 | +73 |
507 | resnest101e.in1k | 256 | 31.587 | 68.413 | 64.067 | 35.933 | 48.28 | 0.875 | bilinear | -64.263 | -35.223 | +92 |
508 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 31.587 | 68.413 | 61.213 | 38.787 | 86.57 | 0.900 | bicubic | -63.743 | -37.797 | +225 |
509 | regnetz_d32.ra3_in1k | 256 | 31.493 | 68.507 | 65.000 | 35.000 | 27.58 | 0.950 | bicubic | -64.707 | -34.130 | -14 |
510 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 31.480 | 68.520 | 66.840 | 33.160 | 19.80 | 1.000 | bicubic | -65.250 | -32.500 | -177 |
511 | regnetz_d8_evos.ch_in1k | 256 | 31.413 | 68.587 | 64.213 | 35.787 | 23.46 | 1.000 | bicubic | -64.827 | -34.857 | -33 |
512 | hrnet_w48_ssld.paddle_in1k | 224 | 31.413 | 68.587 | 61.320 | 38.680 | 77.47 | 1.000 | bilinear | -65.077 | -38.070 | -109 |
513 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.333 | 68.667 | 64.507 | 35.493 | 16.78 | 0.950 | bicubic | -64.697 | -34.633 | +33 |
514 | fastvit_sa24.apple_dist_in1k | 256 | 31.320 | 68.680 | 64.760 | 35.240 | 21.55 | 0.900 | bicubic | -64.840 | -34.450 | -4 |
515 | convnext_nano.in12k_ft_in1k | 288 | 31.293 | 68.707 | 67.333 | 32.667 | 15.59 | 1.000 | bicubic | -64.697 | -31.767 | +43 |
516 | nextvit_base.bd_in1k | 224 | 31.240 | 68.760 | 65.067 | 34.933 | 44.82 | 0.950 | bicubic | -65.010 | -34.193 | -41 |
517 | regnety_320.tv2_in1k | 224 | 31.200 | 68.800 | 64.560 | 35.440 | 145.05 | 0.965 | bicubic | -64.900 | -34.680 | +13 |
518 | cait_s24_224.fb_dist_in1k | 224 | 31.187 | 68.813 | 64.253 | 35.747 | 46.92 | 1.000 | bicubic | -65.213 | -34.897 | -91 |
519 | regnetv_040.ra3_in1k | 288 | 31.160 | 68.840 | 64.107 | 35.893 | 20.64 | 1.000 | bicubic | -65.030 | -35.213 | -21 |
520 | regnetz_c16_evos.ch_in1k | 320 | 31.107 | 68.893 | 65.973 | 34.027 | 13.49 | 0.950 | bicubic | -65.063 | -33.017 | -15 |
521 | tf_efficientnet_b5.ra_in1k | 456 | 31.107 | 68.893 | 64.520 | 35.480 | 30.39 | 0.934 | bicubic | -65.273 | -34.800 | -88 |
522 | crossvit_base_240.in1k | 240 | 31.027 | 68.973 | 60.933 | 39.067 | 105.03 | 0.875 | bicubic | -64.473 | -37.967 | +160 |
523 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.000 | 69.000 | 63.093 | 36.907 | 15.50 | 0.950 | bicubic | -65.000 | -36.097 | +34 |
524 | resnetaa101d.sw_in12k_ft_in1k | 224 | 30.987 | 69.013 | 63.347 | 36.653 | 44.57 | 1.000 | bicubic | -65.493 | -36.073 | -118 |
525 | maxvit_tiny_tf_224.in1k | 224 | 30.920 | 69.080 | 63.027 | 36.973 | 30.92 | 0.950 | bicubic | -65.220 | -36.173 | -8 |
526 | regnetz_040.ra3_in1k | 256 | 30.920 | 69.080 | 62.587 | 37.413 | 27.12 | 1.000 | bicubic | -65.560 | -36.863 | -121 |
527 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 30.813 | 69.187 | 63.507 | 36.493 | 32.59 | 1.000 | bicubic | -65.127 | -35.643 | +50 |
528 | swinv2_cr_small_224.sw_in1k | 224 | 30.773 | 69.227 | 61.853 | 38.147 | 49.70 | 0.900 | bicubic | -65.317 | -37.307 | +7 |
529 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 30.733 | 69.267 | 62.280 | 37.720 | 88.22 | 0.900 | bicubic | -65.387 | -36.890 | -6 |
530 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 30.600 | 69.400 | 64.533 | 35.467 | 47.67 | 1.000 | bicubic | -65.620 | -34.597 | -41 |
531 | efficientnet_b4.ra2_in1k | 384 | 30.573 | 69.427 | 64.333 | 35.667 | 19.34 | 1.000 | bicubic | -65.567 | -34.917 | -13 |
532 | sequencer2d_m.in1k | 224 | 30.560 | 69.440 | 62.987 | 37.013 | 38.31 | 0.875 | bicubic | -65.250 | -36.123 | +78 |
533 | crossvit_18_dagger_240.in1k | 240 | 30.507 | 69.493 | 61.800 | 38.200 | 44.27 | 0.875 | bicubic | -65.083 | -37.230 | +118 |
534 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 30.453 | 69.547 | 62.267 | 37.733 | 27.91 | 0.900 | bicubic | -65.147 | -36.603 | +116 |
535 | crossvit_18_240.in1k | 240 | 30.427 | 69.573 | 61.547 | 38.453 | 43.27 | 0.875 | bicubic | -65.063 | -37.223 | +157 |
536 | repvit_m2_3.dist_450e_in1k | 224 | 30.333 | 69.667 | 63.653 | 36.347 | 23.69 | 0.950 | bicubic | -66.017 | -35.567 | -88 |
537 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 30.267 | 69.733 | 63.773 | 36.227 | 23.70 | 0.950 | bicubic | -65.623 | -35.327 | +52 |
538 | regnety_040.ra3_in1k | 288 | 30.200 | 69.800 | 63.373 | 36.627 | 20.65 | 1.000 | bicubic | -65.800 | -35.717 | +15 |
539 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 30.173 | 69.827 | 64.867 | 35.133 | 11.07 | 1.000 | bicubic | -65.827 | -34.093 | +16 |
540 | rexnet_300.nav_in1k | 224 | 30.040 | 69.960 | 64.187 | 35.813 | 34.71 | 0.875 | bicubic | -65.790 | -34.863 | +65 |
541 | seresnext101_32x8d.ah_in1k | 224 | 30.040 | 69.960 | 59.693 | 40.307 | 93.57 | 1.000 | bicubic | -66.380 | -39.567 | -117 |
542 | xcit_medium_24_p16_224.fb_in1k | 224 | 30.027 | 69.973 | 59.187 | 40.813 | 84.40 | 1.000 | bicubic | -65.493 | -39.773 | +136 |
543 | dm_nfnet_f1.dm_in1k | 224 | 30.000 | 70.000 | 57.947 | 42.053 | 132.63 | 0.910 | bicubic | -66.350 | -41.273 | -93 |
544 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 29.867 | 70.133 | 63.827 | 36.173 | 25.56 | 0.875 | bilinear | -65.603 | -35.133 | +151 |
545 | mvitv2_tiny.fb_in1k | 224 | 29.867 | 70.133 | 63.747 | 36.253 | 24.17 | 0.900 | bicubic | -66.013 | -35.363 | +48 |
546 | twins_pcpvt_base.in1k | 224 | 29.840 | 70.160 | 64.453 | 35.547 | 43.83 | 0.900 | bicubic | -65.960 | -34.697 | +66 |
547 | convnext_tiny.fb_in1k | 288 | 29.787 | 70.213 | 64.920 | 35.080 | 28.59 | 1.000 | bicubic | -65.993 | -34.260 | +67 |
548 | seresnet152d.ra2_in1k | 256 | 29.773 | 70.227 | 61.360 | 38.640 | 66.84 | 1.000 | bicubic | -66.687 | -37.850 | -137 |
549 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 29.733 | 70.267 | 65.653 | 34.347 | 15.62 | 1.000 | bicubic | -66.327 | -33.567 | -11 |
550 | cait_xxs24_384.fb_dist_in1k | 384 | 29.720 | 70.280 | 63.733 | 36.267 | 12.03 | 1.000 | bicubic | -65.550 | -35.317 | +197 |
551 | tf_efficientnet_b5.aa_in1k | 456 | 29.707 | 70.293 | 62.733 | 37.267 | 30.39 | 0.934 | bicubic | -66.773 | -36.397 | -144 |
552 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 29.640 | 70.360 | 65.880 | 34.120 | 16.29 | 1.000 | bicubic | -66.630 | -33.600 | -82 |
553 | cs3sedarknet_x.c2ns_in1k | 288 | 29.627 | 70.373 | 61.627 | 38.373 | 35.40 | 1.000 | bicubic | -66.413 | -37.523 | -9 |
554 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 224 | 29.547 | 70.453 | 66.493 | 33.507 | 28.29 | 0.900 | bicubic | -65.943 | -32.287 | +129 |
555 | eca_nfnet_l1.ra2_in1k | 256 | 29.533 | 70.467 | 63.133 | 36.867 | 41.41 | 1.000 | bicubic | -66.867 | -36.137 | -129 |
556 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 29.520 | 70.480 | 61.587 | 38.413 | 10.59 | 1.000 | bicubic | -66.180 | -37.633 | +74 |
557 | resnet152.a1_in1k | 288 | 29.507 | 70.493 | 57.027 | 42.973 | 60.19 | 1.000 | bicubic | -65.983 | -41.973 | +136 |
558 | deit_base_distilled_patch16_224.fb_in1k | 224 | 29.453 | 70.547 | 64.093 | 35.907 | 87.34 | 0.900 | bicubic | -66.647 | -35.187 | -27 |
559 | convit_base.fb_in1k | 224 | 29.387 | 70.613 | 61.493 | 38.507 | 86.54 | 0.875 | bicubic | -66.163 | -37.397 | +108 |
560 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 29.360 | 70.640 | 62.187 | 37.813 | 86.43 | 0.900 | bicubic | -66.410 | -36.963 | +58 |
561 | convnext_tiny.fb_in22k_ft_in1k | 288 | 29.253 | 70.747 | 56.560 | 43.440 | 28.59 | 1.000 | bicubic | -65.617 | -42.400 | +280 |
562 | fastvit_sa24.apple_in1k | 256 | 29.040 | 70.960 | 62.307 | 37.693 | 21.55 | 0.900 | bicubic | -66.870 | -36.853 | +18 |
563 | tf_efficientnetv2_s.in1k | 384 | 29.040 | 70.960 | 61.147 | 38.853 | 21.46 | 1.000 | bicubic | -67.300 | -38.053 | -106 |
564 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 28.960 | 71.040 | 60.787 | 39.213 | 88.79 | 0.875 | bilinear | -66.530 | -38.063 | +122 |
565 | davit_tiny.msft_in1k | 224 | 28.920 | 71.080 | 63.547 | 36.453 | 28.36 | 0.950 | bicubic | -66.760 | -35.483 | +72 |
566 | resnet101d.ra2_in1k | 320 | 28.813 | 71.187 | 61.920 | 38.080 | 44.57 | 1.000 | bicubic | -67.487 | -37.500 | -99 |
567 | edgenext_base.usi_in1k | 320 | 28.787 | 71.213 | 64.720 | 35.280 | 18.51 | 1.000 | bicubic | -67.933 | -34.640 | -231 |
568 | hgnet_small.ssld_in1k | 224 | 28.747 | 71.253 | 62.627 | 37.373 | 24.36 | 1.000 | bicubic | -67.733 | -36.603 | -165 |
569 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 28.747 | 71.253 | 62.387 | 37.613 | 22.52 | 0.950 | bicubic | -66.983 | -36.663 | +54 |
570 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 28.733 | 71.267 | 59.973 | 40.027 | 38.76 | 0.900 | bicubic | -66.757 | -38.977 | +118 |
571 | regnety_160.tv2_in1k | 224 | 28.720 | 71.280 | 61.280 | 38.720 | 83.59 | 0.965 | bicubic | -67.260 | -37.870 | -7 |
572 | resnetrs152.tf_in1k | 320 | 28.667 | 71.333 | 60.027 | 39.973 | 86.62 | 1.000 | bicubic | -67.893 | -39.313 | -186 |
573 | xcit_tiny_24_p8_224.fb_in1k | 224 | 28.653 | 71.347 | 60.160 | 39.840 | 12.11 | 1.000 | bicubic | -67.027 | -38.670 | +63 |
574 | efficientvit_b2.r288_in1k | 288 | 28.627 | 71.373 | 64.240 | 35.760 | 24.33 | 1.000 | bicubic | -67.343 | -34.970 | -5 |
575 | crossvit_15_dagger_240.in1k | 240 | 28.547 | 71.453 | 60.293 | 39.707 | 28.21 | 0.875 | bicubic | -67.133 | -38.767 | +64 |
576 | resnetv2_101.a1h_in1k | 288 | 28.547 | 71.453 | 59.613 | 40.387 | 44.54 | 1.000 | bicubic | -67.603 | -39.587 | -62 |
577 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 28.520 | 71.480 | 65.000 | 35.000 | 16.29 | 1.000 | bicubic | -67.830 | -34.390 | -132 |
578 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 28.520 | 71.480 | 61.400 | 38.600 | 12.11 | 1.000 | bicubic | -67.280 | -37.600 | +33 |
579 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 28.480 | 71.520 | 61.520 | 38.480 | 38.75 | 0.900 | bicubic | -66.990 | -37.490 | +120 |
580 | cs3edgenet_x.c2_in1k | 288 | 28.347 | 71.653 | 61.027 | 38.973 | 47.82 | 1.000 | bicubic | -67.703 | -38.103 | -39 |
581 | xception65p.ra3_in1k | 299 | 28.320 | 71.680 | 59.467 | 40.533 | 39.82 | 0.940 | bicubic | -67.890 | -39.783 | -88 |
582 | xcit_small_24_p16_224.fb_in1k | 224 | 28.320 | 71.680 | 59.000 | 41.000 | 47.67 | 1.000 | bicubic | -67.220 | -40.050 | +90 |
583 | pvt_v2_b2_li.in1k | 224 | 28.280 | 71.720 | 61.520 | 38.480 | 22.55 | 0.900 | bicubic | -67.280 | -37.600 | +78 |
584 | repvit_m2_3.dist_300e_in1k | 224 | 28.227 | 71.773 | 61.453 | 38.547 | 23.69 | 0.950 | bicubic | -67.953 | -37.817 | -82 |
585 | resnet101.a1h_in1k | 288 | 28.120 | 71.880 | 59.640 | 40.360 | 44.55 | 1.000 | bicubic | -67.920 | -39.470 | -42 |
586 | rdnet_tiny.nv_in1k | 224 | 27.987 | 72.013 | 62.067 | 37.933 | 23.86 | 0.900 | bicubic | -67.593 | -36.963 | +68 |
587 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 27.960 | 72.040 | 62.227 | 37.773 | 32.59 | 1.000 | bicubic | -68.000 | -36.893 | -14 |
588 | efficientnetv2_rw_s.ra2_in1k | 288 | 27.960 | 72.040 | 60.387 | 39.613 | 23.94 | 1.000 | bicubic | -68.200 | -38.813 | -75 |
589 | efficientformerv2_l.snap_dist_in1k | 224 | 27.707 | 72.293 | 61.347 | 38.653 | 26.32 | 0.950 | bicubic | -68.353 | -37.853 | -50 |
590 | cs3se_edgenet_x.c2ns_in1k | 256 | 27.667 | 72.333 | 59.227 | 40.773 | 50.72 | 1.000 | bicubic | -68.333 | -39.973 | -35 |
591 | coat_lite_small.in1k | 224 | 27.667 | 72.333 | 58.547 | 41.453 | 19.84 | 0.900 | bicubic | -67.893 | -40.433 | +72 |
592 | efficientformer_l7.snap_dist_in1k | 224 | 27.653 | 72.347 | 62.640 | 37.360 | 82.23 | 0.950 | bicubic | -68.467 | -36.560 | -70 |
593 | pvt_v2_b2.in1k | 224 | 27.613 | 72.387 | 60.720 | 39.280 | 25.36 | 0.900 | bicubic | -67.877 | -38.210 | +94 |
594 | flexivit_small.1200ep_in1k | 240 | 27.587 | 72.413 | 58.240 | 41.760 | 22.06 | 0.950 | bicubic | -67.973 | -40.610 | +65 |
595 | resnet200d.ra2_in1k | 256 | 27.573 | 72.427 | 59.213 | 40.787 | 64.69 | 1.000 | bicubic | -68.787 | -40.027 | -152 |
596 | resnetaa50d.sw_in12k_ft_in1k | 288 | 27.520 | 72.480 | 62.120 | 37.880 | 25.58 | 1.000 | bicubic | -68.290 | -37.060 | +13 |
597 | convnext_small.fb_in1k | 224 | 27.333 | 72.667 | 62.667 | 37.333 | 50.22 | 1.000 | bicubic | -68.787 | -36.603 | -74 |
598 | vit_base_patch16_384.augreg_in1k | 384 | 27.333 | 72.667 | 56.547 | 43.453 | 86.86 | 1.000 | bicubic | -67.627 | -42.213 | +221 |
599 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 27.280 | 72.720 | 62.640 | 37.360 | 19.80 | 1.000 | bicubic | -69.310 | -36.680 | -224 |
600 | regnety_160.deit_in1k | 224 | 27.280 | 72.720 | 59.813 | 40.187 | 83.59 | 1.000 | bicubic | -68.660 | -39.457 | -24 |
601 | resnext101_32x8d.tv2_in1k | 224 | 27.240 | 72.760 | 59.347 | 40.653 | 88.79 | 0.965 | bilinear | -68.750 | -39.743 | -39 |
602 | regnetz_c16.ra3_in1k | 320 | 27.187 | 72.813 | 62.253 | 37.747 | 13.46 | 1.000 | bicubic | -68.793 | -37.037 | -37 |
603 | deit_base_patch16_224.fb_in1k | 224 | 27.187 | 72.813 | 58.693 | 41.307 | 86.57 | 0.900 | bicubic | -68.273 | -40.327 | +101 |
604 | regnety_080_tv.tv2_in1k | 224 | 27.133 | 72.867 | 61.360 | 38.640 | 39.38 | 0.965 | bicubic | -68.737 | -37.720 | -8 |
605 | regnety_064.ra3_in1k | 224 | 27.133 | 72.867 | 57.667 | 42.333 | 30.58 | 1.000 | bicubic | -68.727 | -41.403 | -6 |
606 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 27.107 | 72.893 | 62.627 | 37.373 | 25.55 | 1.000 | bilinear | -67.923 | -36.243 | +197 |
607 | coatnet_bn_0_rw_224.sw_in1k | 224 | 27.013 | 72.987 | 60.840 | 39.160 | 27.44 | 0.950 | bicubic | -68.687 | -38.140 | +24 |
608 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 27.000 | 73.000 | 59.813 | 40.187 | 26.25 | 1.000 | bicubic | -69.020 | -39.107 | -58 |
609 | coatnet_0_rw_224.sw_in1k | 224 | 26.973 | 73.027 | 59.107 | 40.893 | 27.44 | 0.950 | bicubic | -68.487 | -39.523 | +95 |
610 | sequencer2d_s.in1k | 224 | 26.867 | 73.133 | 60.640 | 39.360 | 27.65 | 0.875 | bicubic | -69.113 | -38.410 | -43 |
611 | flexivit_small.600ep_in1k | 240 | 26.827 | 73.173 | 57.013 | 42.987 | 22.06 | 0.950 | bicubic | -68.863 | -42.067 | +23 |
612 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 26.813 | 73.187 | 58.840 | 41.160 | 22.05 | 0.900 | bicubic | -68.587 | -40.300 | +107 |
613 | vit_relpos_base_patch16_224.sw_in1k | 224 | 26.787 | 73.213 | 60.467 | 39.533 | 86.43 | 0.900 | bicubic | -68.803 | -38.583 | +40 |
614 | dm_nfnet_f0.dm_in1k | 256 | 26.747 | 73.253 | 58.147 | 41.853 | 71.49 | 0.900 | bicubic | -69.623 | -41.033 | -179 |
615 | gcvit_xtiny.in1k | 224 | 26.707 | 73.293 | 60.693 | 39.307 | 19.98 | 0.875 | bicubic | -68.883 | -38.337 | +37 |
616 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 26.680 | 73.320 | 61.133 | 38.867 | 32.59 | 1.000 | bicubic | -69.210 | -37.977 | -31 |
617 | swin_s3_tiny_224.ms_in1k | 224 | 26.680 | 73.320 | 60.293 | 39.707 | 28.33 | 0.900 | bicubic | -68.510 | -38.637 | +144 |
618 | nextvit_small.bd_in1k | 224 | 26.613 | 73.387 | 61.160 | 38.840 | 31.76 | 0.950 | bicubic | -69.257 | -37.920 | -22 |
619 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 26.533 | 73.467 | 61.547 | 38.453 | 11.07 | 1.000 | bicubic | -69.237 | -37.593 | -2 |
620 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 26.293 | 73.707 | 59.493 | 40.507 | 46.17 | 0.875 | bilinear | -69.867 | -39.657 | -111 |
621 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 26.227 | 73.773 | 58.707 | 41.293 | 18.45 | 0.888 | bicubic | -68.943 | -40.213 | +148 |
622 | hgnet_small.paddle_in1k | 288 | 26.187 | 73.813 | 60.040 | 39.960 | 24.36 | 1.000 | bicubic | -69.463 | -39.110 | +20 |
623 | swinv2_tiny_window8_256.ms_in1k | 256 | 26.173 | 73.827 | 60.480 | 39.520 | 28.35 | 0.900 | bicubic | -69.327 | -38.510 | +56 |
624 | regnetx_320.tv2_in1k | 224 | 26.173 | 73.827 | 57.747 | 42.253 | 107.81 | 0.965 | bicubic | -69.817 | -41.483 | -63 |
625 | nfnet_l0.ra2_in1k | 288 | 26.093 | 73.907 | 61.613 | 38.387 | 35.07 | 1.000 | bicubic | -70.037 | -37.627 | -106 |
626 | regnety_032.ra_in1k | 288 | 26.093 | 73.907 | 60.853 | 39.147 | 19.44 | 1.000 | bicubic | -69.897 | -38.457 | -65 |
627 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 26.080 | 73.920 | 60.400 | 39.600 | 15.15 | 0.900 | bicubic | -69.360 | -38.590 | +82 |
628 | deit3_small_patch16_224.fb_in1k | 224 | 26.000 | 74.000 | 54.293 | 45.707 | 22.06 | 0.900 | bicubic | -69.000 | -44.167 | +183 |
629 | regnety_080.ra3_in1k | 224 | 25.987 | 74.013 | 58.480 | 41.520 | 39.18 | 1.000 | bicubic | -69.843 | -40.640 | -23 |
630 | tf_efficientnet_b4.aa_in1k | 380 | 25.920 | 74.080 | 59.907 | 40.093 | 19.34 | 0.922 | bicubic | -70.050 | -39.133 | -60 |
631 | coatnext_nano_rw_224.sw_in1k | 224 | 25.907 | 74.093 | 59.147 | 40.853 | 14.70 | 0.900 | bicubic | -69.503 | -39.853 | +87 |
632 | fbnetv3_g.ra2_in1k | 288 | 25.867 | 74.133 | 60.947 | 39.053 | 16.62 | 0.950 | bilinear | -69.633 | -37.873 | +48 |
633 | tf_efficientnet_b4.ap_in1k | 380 | 25.827 | 74.173 | 59.573 | 40.427 | 19.34 | 0.922 | bicubic | -70.353 | -39.577 | -130 |
634 | flexivit_small.300ep_in1k | 240 | 25.787 | 74.213 | 56.760 | 43.240 | 22.06 | 0.950 | bicubic | -69.733 | -42.000 | +43 |
635 | inception_next_tiny.sail_in1k | 224 | 25.693 | 74.307 | 59.480 | 40.520 | 28.06 | 0.875 | bicubic | -69.777 | -39.400 | +63 |
636 | ecaresnet50t.ra2_in1k | 320 | 25.680 | 74.320 | 59.707 | 40.293 | 25.57 | 0.950 | bicubic | -69.840 | -39.373 | +39 |
637 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 25.680 | 74.320 | 58.027 | 41.973 | 14.25 | 0.888 | bicubic | -69.600 | -40.883 | +107 |
638 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 25.667 | 74.333 | 60.080 | 39.920 | 11.07 | 1.000 | bicubic | -70.103 | -38.960 | -24 |
639 | coat_mini.in1k | 224 | 25.667 | 74.333 | 57.707 | 42.293 | 10.34 | 0.900 | bicubic | -69.333 | -41.193 | +172 |
640 | visformer_small.in1k | 224 | 25.640 | 74.360 | 58.573 | 41.427 | 40.22 | 0.900 | bicubic | -69.860 | -40.547 | +41 |
641 | convnextv2_tiny.fcmae_ft_in1k | 224 | 25.627 | 74.373 | 60.267 | 39.733 | 28.64 | 1.000 | bicubic | -70.263 | -38.773 | -57 |
642 | regnetv_064.ra3_in1k | 224 | 25.587 | 74.413 | 59.747 | 40.253 | 30.58 | 1.000 | bicubic | -70.513 | -39.443 | -113 |
643 | crossvit_15_240.in1k | 240 | 25.440 | 74.560 | 57.320 | 42.680 | 27.53 | 0.875 | bicubic | -69.690 | -41.490 | +137 |
644 | convformer_s18.sail_in1k | 224 | 25.427 | 74.573 | 57.533 | 42.467 | 26.77 | 1.000 | bicubic | -70.543 | -41.637 | -71 |
645 | vit_small_patch16_384.augreg_in1k | 384 | 25.427 | 74.573 | 57.200 | 42.800 | 22.20 | 1.000 | bicubic | -69.863 | -41.730 | +95 |
646 | efficientnet_b4.ra2_in1k | 320 | 25.387 | 74.613 | 58.867 | 41.133 | 19.34 | 1.000 | bicubic | -70.673 | -40.273 | -106 |
647 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 25.267 | 74.733 | 58.267 | 41.733 | 38.73 | 0.900 | bicubic | -70.253 | -40.853 | +29 |
648 | halo2botnet50ts_256.a1h_in1k | 256 | 25.160 | 74.840 | 56.293 | 43.707 | 22.64 | 0.950 | bicubic | -70.250 | -42.727 | +69 |
649 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 25.133 | 74.867 | 59.387 | 40.613 | 25.55 | 0.875 | bicubic | -70.967 | -39.873 | -121 |
650 | xcit_small_12_p16_224.fb_in1k | 224 | 25.040 | 74.960 | 55.707 | 44.293 | 26.25 | 1.000 | bicubic | -70.390 | -43.173 | +62 |
651 | resnetrs270.tf_in1k | 256 | 25.027 | 74.973 | 54.333 | 45.667 | 129.86 | 1.000 | bicubic | -71.363 | -44.877 | -222 |
652 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 24.987 | 75.013 | 58.147 | 41.853 | 38.74 | 0.900 | bicubic | -70.253 | -40.913 | +101 |
653 | resnet101.a1_in1k | 288 | 24.947 | 75.053 | 54.973 | 45.027 | 44.55 | 1.000 | bicubic | -70.543 | -44.137 | +37 |
654 | hgnet_tiny.ssld_in1k | 288 | 24.933 | 75.067 | 61.413 | 38.587 | 14.74 | 1.000 | bicubic | -71.317 | -37.817 | -180 |
655 | cs3sedarknet_x.c2ns_in1k | 256 | 24.920 | 75.080 | 56.867 | 43.133 | 35.40 | 1.000 | bicubic | -70.770 | -42.173 | -20 |
656 | resnext101_64x4d.c1_in1k | 224 | 24.893 | 75.107 | 54.387 | 45.613 | 83.46 | 1.000 | bicubic | -70.827 | -44.553 | -29 |
657 | convit_small.fb_in1k | 224 | 24.813 | 75.187 | 56.880 | 43.120 | 27.78 | 0.875 | bicubic | -70.377 | -42.080 | +106 |
658 | resnet152.a2_in1k | 288 | 24.800 | 75.200 | 53.893 | 46.107 | 60.19 | 1.000 | bicubic | -70.690 | -44.897 | +33 |
659 | vit_base_patch16_rpn_224.sw_in1k | 224 | 24.773 | 75.227 | 58.080 | 41.920 | 86.54 | 0.900 | bicubic | -70.617 | -40.870 | +61 |
660 | regnetz_c16_evos.ch_in1k | 256 | 24.733 | 75.267 | 59.640 | 40.360 | 13.49 | 0.950 | bicubic | -70.967 | -39.490 | -31 |
661 | tnt_s_patch16_224 | 224 | 24.720 | 75.280 | 58.160 | 41.840 | 23.76 | 0.900 | bicubic | -70.340 | -40.680 | +137 |
662 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 24.587 | 75.413 | 57.533 | 42.467 | 13.68 | 1.000 | bicubic | -71.153 | -41.487 | -40 |
663 | efficientvit_b2.r256_in1k | 256 | 24.533 | 75.467 | 59.120 | 40.880 | 24.33 | 1.000 | bicubic | -71.137 | -39.940 | -23 |
664 | eca_nfnet_l0.ra2_in1k | 288 | 24.507 | 75.493 | 59.627 | 40.373 | 24.14 | 1.000 | bicubic | -71.463 | -39.583 | -96 |
665 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 24.427 | 75.573 | 56.293 | 43.707 | 14.36 | 0.900 | bicubic | -70.923 | -42.637 | +62 |
666 | resnet152d.ra2_in1k | 256 | 24.347 | 75.653 | 56.133 | 43.867 | 60.21 | 1.000 | bicubic | -71.823 | -43.247 | -160 |
667 | swinv2_cr_tiny_ns_224.sw_in1k | 224 | 24.280 | 75.720 | 58.347 | 41.653 | 28.33 | 0.900 | bicubic | -71.050 | -40.593 | +65 |
668 | xception41p.ra3_in1k | 299 | 24.280 | 75.720 | 54.587 | 45.413 | 26.91 | 0.940 | bicubic | -71.270 | -44.403 | -2 |
669 | efficientnetv2_rw_t.ra2_in1k | 288 | 24.227 | 75.773 | 57.173 | 42.827 | 13.65 | 1.000 | bicubic | -71.383 | -42.007 | -20 |
670 | tf_efficientnet_b2.ns_jft_in1k | 260 | 24.213 | 75.787 | 57.587 | 42.413 | 9.11 | 0.890 | bicubic | -71.537 | -41.533 | -51 |
671 | rexnetr_200.sw_in12k_ft_in1k | 224 | 24.147 | 75.853 | 58.747 | 41.253 | 16.52 | 1.000 | bicubic | -71.743 | -40.373 | -83 |
672 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 24.120 | 75.880 | 56.920 | 43.080 | 6.72 | 1.000 | bicubic | -71.040 | -42.080 | +100 |
673 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 24.053 | 75.947 | 56.240 | 43.760 | 36.43 | 0.900 | bicubic | -71.587 | -42.950 | -29 |
674 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 24.027 | 75.973 | 55.453 | 44.547 | 5.76 | 1.000 | bicubic | -70.893 | -43.417 | +153 |
675 | cs3darknet_x.c2ns_in1k | 288 | 24.000 | 76.000 | 57.573 | 42.427 | 35.05 | 1.000 | bicubic | -71.870 | -41.617 | -80 |
676 | convnext_nano_ols.d1h_in1k | 288 | 23.973 | 76.027 | 56.493 | 43.507 | 15.65 | 1.000 | bicubic | -71.137 | -42.417 | +112 |
677 | vit_relpos_small_patch16_224.sw_in1k | 224 | 23.907 | 76.093 | 57.733 | 42.267 | 21.98 | 0.900 | bicubic | -71.283 | -41.217 | +85 |
678 | twins_svt_small.in1k | 224 | 23.893 | 76.107 | 57.373 | 42.627 | 24.06 | 0.900 | bicubic | -71.307 | -41.457 | +81 |
679 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 23.800 | 76.200 | 57.227 | 42.773 | 44.18 | 0.875 | bilinear | -71.680 | -41.713 | +15 |
680 | ecaresnet50d.miil_in1k | 288 | 23.760 | 76.240 | 58.547 | 41.453 | 25.58 | 0.950 | bicubic | -71.730 | -40.593 | +5 |
681 | coatnet_nano_rw_224.sw_in1k | 224 | 23.720 | 76.280 | 56.693 | 43.307 | 15.14 | 0.900 | bicubic | -71.520 | -42.177 | +74 |
682 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 23.707 | 76.293 | 58.760 | 41.240 | 19.80 | 1.000 | bicubic | -72.643 | -40.350 | -235 |
683 | poolformer_m48.sail_in1k | 224 | 23.707 | 76.293 | 56.893 | 43.107 | 73.47 | 0.950 | bicubic | -71.943 | -42.057 | -40 |
684 | cs3sedarknet_l.c2ns_in1k | 288 | 23.680 | 76.320 | 58.240 | 41.760 | 21.91 | 0.950 | bicubic | -71.640 | -40.900 | +52 |
685 | convnext_nano.d1h_in1k | 288 | 23.653 | 76.347 | 55.707 | 44.293 | 15.59 | 1.000 | bicubic | -71.697 | -43.263 | +45 |
686 | ecaresnet101d.miil_in1k | 224 | 23.613 | 76.387 | 56.360 | 43.640 | 44.57 | 0.950 | bicubic | -71.767 | -42.570 | +35 |
687 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 23.587 | 76.413 | 56.867 | 43.133 | 22.92 | 1.000 | bicubic | -71.493 | -42.133 | +107 |
688 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 23.520 | 76.480 | 55.173 | 44.827 | 10.59 | 0.888 | bicubic | -71.640 | -43.707 | +87 |
689 | tiny_vit_11m_224.in1k | 224 | 23.507 | 76.493 | 58.640 | 41.360 | 11.00 | 0.950 | bicubic | -72.043 | -40.300 | -25 |
690 | tf_efficientnet_b5.in1k | 456 | 23.440 | 76.560 | 57.480 | 42.520 | 30.39 | 0.934 | bicubic | -72.640 | -41.820 | -154 |
691 | crossvit_small_240.in1k | 240 | 23.413 | 76.587 | 56.387 | 43.613 | 26.86 | 0.875 | bicubic | -71.427 | -42.643 | +157 |
692 | edgenext_base.usi_in1k | 256 | 23.360 | 76.640 | 59.013 | 40.987 | 18.51 | 1.000 | bicubic | -73.120 | -40.217 | -288 |
693 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 23.347 | 76.653 | 58.573 | 41.427 | 15.62 | 1.000 | bicubic | -72.263 | -40.537 | -45 |
694 | cs3edgenet_x.c2_in1k | 256 | 23.280 | 76.720 | 55.493 | 44.507 | 47.82 | 1.000 | bicubic | -72.400 | -43.507 | -56 |
695 | seresnext50_32x4d.racm_in1k | 288 | 23.253 | 76.747 | 57.347 | 42.653 | 27.56 | 0.950 | bicubic | -72.467 | -41.573 | -69 |
696 | nest_tiny_jx.goog_in1k | 224 | 23.253 | 76.747 | 56.133 | 43.867 | 17.06 | 0.875 | bicubic | -72.007 | -42.837 | +52 |
697 | efficientnet_b3.ra2_in1k | 320 | 23.253 | 76.747 | 55.933 | 44.067 | 12.23 | 1.000 | bicubic | -72.477 | -43.097 | -72 |
698 | focalnet_tiny_srf.ms_in1k | 224 | 23.227 | 76.773 | 58.160 | 41.840 | 28.43 | 0.900 | bicubic | -72.263 | -40.950 | -14 |
699 | levit_384.fb_dist_in1k | 224 | 23.173 | 76.827 | 55.747 | 44.253 | 39.13 | 0.900 | bicubic | -72.367 | -43.013 | -31 |
700 | levit_conv_384.fb_dist_in1k | 224 | 23.173 | 76.827 | 55.747 | 44.253 | 39.13 | 0.900 | bicubic | -72.367 | -43.493 | -29 |
701 | lamhalobotnet50ts_256.a1h_in1k | 256 | 23.133 | 76.867 | 54.880 | 45.120 | 22.57 | 0.950 | bicubic | -72.027 | -44.210 | +73 |
702 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 23.120 | 76.880 | 55.320 | 44.680 | 88.22 | 0.900 | bicubic | -72.440 | -43.770 | -40 |
703 | hrnet_w18_ssld.paddle_in1k | 288 | 23.120 | 76.880 | 55.027 | 44.973 | 21.30 | 1.000 | bilinear | -72.860 | -44.133 | -139 |
704 | pnasnet5large.tf_in1k | 331 | 23.107 | 76.893 | 53.293 | 46.707 | 86.06 | 0.911 | bicubic | -72.613 | -45.897 | -76 |
705 | nasnetalarge.tf_in1k | 331 | 23.080 | 76.920 | 54.533 | 45.467 | 88.75 | 0.911 | bicubic | -72.620 | -44.527 | -72 |
706 | regnetv_040.ra3_in1k | 224 | 23.013 | 76.987 | 55.213 | 44.787 | 20.64 | 1.000 | bicubic | -72.757 | -43.827 | -90 |
707 | pit_s_distilled_224.in1k | 224 | 22.987 | 77.013 | 56.893 | 43.107 | 24.04 | 0.900 | bicubic | -72.203 | -42.007 | +57 |
708 | wide_resnet50_2.racm_in1k | 288 | 22.987 | 77.013 | 55.587 | 44.413 | 68.88 | 0.950 | bicubic | -72.673 | -43.633 | -67 |
709 | efficientformer_l3.snap_dist_in1k | 224 | 22.973 | 77.027 | 56.880 | 43.120 | 31.41 | 0.950 | bicubic | -72.637 | -42.160 | -62 |
710 | focalnet_tiny_lrf.ms_in1k | 224 | 22.920 | 77.080 | 58.133 | 41.867 | 28.65 | 0.900 | bicubic | -72.560 | -40.967 | -15 |
711 | convnext_nano.in12k_ft_in1k | 224 | 22.907 | 77.093 | 58.973 | 41.027 | 15.59 | 1.000 | bicubic | -72.633 | -40.077 | -43 |
712 | resmlp_big_24_224.fb_in1k | 224 | 22.893 | 77.107 | 54.280 | 45.720 | 129.14 | 0.875 | bicubic | -71.787 | -44.540 | +174 |
713 | convnextv2_nano.fcmae_ft_in1k | 288 | 22.813 | 77.187 | 58.747 | 41.253 | 15.62 | 1.000 | bicubic | -73.087 | -40.343 | -131 |
714 | regnetx_160.tv2_in1k | 224 | 22.787 | 77.213 | 56.200 | 43.800 | 54.28 | 0.965 | bicubic | -73.113 | -42.910 | -131 |
715 | resnet61q.ra2_in1k | 288 | 22.773 | 77.227 | 55.480 | 44.520 | 36.85 | 1.000 | bicubic | -73.027 | -43.730 | -102 |
716 | halonet50ts.a1h_in1k | 256 | 22.733 | 77.267 | 54.360 | 45.640 | 22.73 | 0.940 | bicubic | -72.407 | -44.640 | +63 |
717 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 22.720 | 77.280 | 55.893 | 44.107 | 5.39 | 0.950 | bicubic | -72.330 | -43.097 | +82 |
718 | resnetv2_50d_evos.ah_in1k | 288 | 22.720 | 77.280 | 55.000 | 45.000 | 25.59 | 1.000 | bicubic | -72.910 | -43.670 | -73 |
719 | twins_pcpvt_small.in1k | 224 | 22.693 | 77.307 | 56.587 | 43.413 | 24.11 | 0.900 | bicubic | -72.537 | -42.283 | +37 |
720 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 22.680 | 77.320 | 55.920 | 44.080 | 88.22 | 0.900 | bicubic | -72.430 | -42.880 | +63 |
721 | tf_efficientnet_b4.in1k | 380 | 22.627 | 77.373 | 56.213 | 43.787 | 19.34 | 0.922 | bicubic | -73.203 | -42.917 | -114 |
722 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 22.587 | 77.413 | 59.147 | 40.853 | 11.22 | 1.000 | bicubic | -73.593 | -40.283 | -221 |
723 | poolformerv2_m48.sail_in1k | 224 | 22.520 | 77.480 | 55.533 | 44.467 | 73.35 | 1.000 | bicubic | -73.230 | -43.447 | -103 |
724 | repvit_m1_5.dist_450e_in1k | 224 | 22.373 | 77.627 | 55.493 | 44.507 | 14.64 | 0.950 | bicubic | -73.547 | -43.647 | -144 |
725 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 22.360 | 77.640 | 55.293 | 44.707 | 21.97 | 0.900 | bicubic | -72.710 | -43.507 | +70 |
726 | regnetz_c16.ra3_in1k | 256 | 22.333 | 77.667 | 55.280 | 44.720 | 13.46 | 1.000 | bicubic | -73.237 | -43.770 | -70 |
727 | poolformer_m36.sail_in1k | 224 | 22.280 | 77.720 | 55.147 | 44.853 | 56.17 | 0.950 | bicubic | -73.140 | -43.693 | -11 |
728 | ecaresnet101d_pruned.miil_in1k | 288 | 22.253 | 77.747 | 56.400 | 43.600 | 24.88 | 0.950 | bicubic | -73.487 | -42.780 | -107 |
729 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 22.240 | 77.760 | 53.707 | 46.293 | 88.22 | 0.900 | bicubic | -72.770 | -45.313 | +78 |
730 | resnetv2_50d_gn.ah_in1k | 288 | 22.133 | 77.867 | 54.827 | 45.173 | 25.57 | 1.000 | bicubic | -73.397 | -44.133 | -57 |
731 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 22.080 | 77.920 | 53.880 | 46.120 | 6.71 | 1.000 | bicubic | -73.010 | -45.050 | +58 |
732 | wide_resnet101_2.tv2_in1k | 224 | 21.987 | 78.013 | 54.587 | 45.413 | 126.89 | 0.965 | bilinear | -73.573 | -44.293 | -72 |
733 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 21.907 | 78.093 | 57.493 | 42.507 | 16.29 | 1.000 | bicubic | -73.943 | -41.717 | -134 |
734 | resnext50_32x4d.a1h_in1k | 288 | 21.867 | 78.133 | 54.133 | 45.867 | 25.03 | 1.000 | bicubic | -73.573 | -44.927 | -24 |
735 | resnet152.a1h_in1k | 224 | 21.853 | 78.147 | 51.587 | 48.413 | 60.19 | 1.000 | bicubic | -74.027 | -47.663 | -142 |
736 | ecaresnet50t.a1_in1k | 288 | 21.840 | 78.160 | 53.627 | 46.373 | 25.57 | 1.000 | bicubic | -73.620 | -45.223 | -34 |
737 | convnext_tiny_hnf.a2h_in1k | 224 | 21.827 | 78.173 | 53.453 | 46.547 | 28.59 | 1.000 | bicubic | -73.723 | -45.477 | -71 |
738 | tf_efficientnetv2_s.in1k | 300 | 21.773 | 78.227 | 53.267 | 46.733 | 21.46 | 1.000 | bicubic | -74.377 | -45.823 | -222 |
739 | regnety_040.ra3_in1k | 224 | 21.720 | 78.280 | 53.360 | 46.640 | 20.65 | 1.000 | bicubic | -73.850 | -45.570 | -81 |
740 | res2net101d.in1k | 224 | 21.573 | 78.427 | 51.133 | 48.867 | 45.23 | 0.875 | bilinear | -73.287 | -47.587 | +104 |
741 | efficientvit_b2.r224_in1k | 224 | 21.560 | 78.440 | 55.253 | 44.747 | 24.33 | 0.950 | bicubic | -73.750 | -43.537 | -4 |
742 | efficientformerv2_s2.snap_dist_in1k | 224 | 21.547 | 78.453 | 54.040 | 45.960 | 12.71 | 0.950 | bicubic | -73.833 | -45.120 | -20 |
743 | resnetrs152.tf_in1k | 256 | 21.533 | 78.467 | 51.307 | 48.693 | 86.62 | 1.000 | bicubic | -74.507 | -47.793 | -198 |
744 | tresnet_m.miil_in21k_ft_in1k | 224 | 21.387 | 78.613 | 53.520 | 46.480 | 31.39 | 0.875 | bilinear | -74.343 | -45.600 | -119 |
745 | fastvit_sa12.apple_dist_in1k | 256 | 21.307 | 78.693 | 54.613 | 45.387 | 11.58 | 0.900 | bicubic | -73.823 | -44.327 | +36 |
746 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 21.280 | 78.720 | 56.760 | 43.240 | 16.29 | 1.000 | bicubic | -74.540 | -42.570 | -138 |
747 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 21.280 | 78.720 | 54.587 | 45.413 | 13.42 | 0.950 | bicubic | -73.510 | -44.353 | +110 |
748 | resnet50_gn.a1h_in1k | 288 | 21.160 | 78.840 | 54.187 | 45.813 | 25.56 | 0.950 | bicubic | -74.120 | -44.813 | -6 |
749 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 21.147 | 78.853 | 51.787 | 48.213 | 7.52 | 0.950 | bicubic | -73.543 | -47.013 | +130 |
750 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 21.120 | 78.880 | 55.640 | 44.360 | 28.29 | 0.900 | bicubic | -74.050 | -43.220 | +20 |
751 | repvit_m1_5.dist_300e_in1k | 224 | 21.107 | 78.893 | 54.307 | 45.693 | 14.64 | 0.950 | bicubic | -74.593 | -44.613 | -119 |
752 | pit_s_224.in1k | 224 | 21.093 | 78.907 | 53.493 | 46.507 | 23.46 | 0.900 | bicubic | -73.547 | -45.287 | +150 |
753 | convnext_tiny.fb_in1k | 224 | 20.987 | 79.013 | 55.093 | 44.907 | 28.59 | 1.000 | bicubic | -74.463 | -43.917 | -47 |
754 | convmixer_1536_20.in1k | 224 | 20.947 | 79.053 | 55.293 | 44.707 | 51.63 | 0.960 | bicubic | -74.133 | -43.757 | +39 |
755 | resnet101.a2_in1k | 288 | 20.880 | 79.120 | 51.853 | 48.147 | 44.55 | 1.000 | bicubic | -74.540 | -47.247 | -40 |
756 | xcit_tiny_12_p8_224.fb_in1k | 224 | 20.827 | 79.173 | 51.987 | 48.013 | 6.71 | 1.000 | bicubic | -73.853 | -46.593 | +124 |
757 | deit_small_distilled_patch16_224.fb_in1k | 224 | 20.787 | 79.213 | 54.907 | 45.093 | 22.44 | 0.900 | bicubic | -73.923 | -43.913 | +118 |
758 | poolformerv2_m36.sail_in1k | 224 | 20.667 | 79.333 | 52.987 | 47.013 | 56.08 | 1.000 | bicubic | -74.763 | -45.853 | -47 |
759 | resnet51q.ra2_in1k | 288 | 20.600 | 79.400 | 55.160 | 44.840 | 35.70 | 1.000 | bilinear | -75.280 | -43.890 | -168 |
760 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 20.573 | 79.427 | 53.173 | 46.827 | 15.25 | 0.950 | bicubic | -74.067 | -45.547 | +141 |
761 | regnety_032.tv2_in1k | 224 | 20.547 | 79.453 | 54.280 | 45.720 | 19.44 | 0.965 | bicubic | -74.753 | -44.650 | -23 |
762 | resnet101d.ra2_in1k | 256 | 20.507 | 79.493 | 52.560 | 47.440 | 44.57 | 1.000 | bicubic | -75.343 | -46.530 | -161 |
763 | ecaresnetlight.miil_in1k | 288 | 20.453 | 79.547 | 53.400 | 46.600 | 30.16 | 0.950 | bicubic | -74.837 | -45.610 | -25 |
764 | resnet152.tv2_in1k | 224 | 20.453 | 79.547 | 52.427 | 47.573 | 60.19 | 0.965 | bilinear | -75.077 | -46.553 | -89 |
765 | sebotnet33ts_256.a1h_in1k | 256 | 20.320 | 79.680 | 48.667 | 51.333 | 13.70 | 0.940 | bicubic | -74.350 | -49.983 | +127 |
766 | resnetrs101.tf_in1k | 288 | 20.307 | 79.693 | 52.560 | 47.440 | 63.62 | 0.940 | bicubic | -75.113 | -46.470 | -52 |
767 | resnest50d_4s2x40d.in1k | 224 | 20.093 | 79.907 | 52.907 | 47.093 | 30.42 | 0.875 | bicubic | -74.867 | -45.913 | +49 |
768 | resnetaa50.a1h_in1k | 288 | 20.013 | 79.987 | 51.733 | 48.267 | 25.56 | 1.000 | bicubic | -75.227 | -47.247 | -14 |
769 | fbnetv3_g.ra2_in1k | 240 | 19.947 | 80.053 | 53.813 | 46.187 | 16.62 | 0.950 | bilinear | -75.123 | -45.137 | +27 |
770 | resnet152.a1_in1k | 224 | 19.933 | 80.067 | 47.227 | 52.773 | 60.19 | 1.000 | bicubic | -75.007 | -51.573 | +54 |
771 | cs3darknet_x.c2ns_in1k | 256 | 19.867 | 80.133 | 52.587 | 47.413 | 35.05 | 1.000 | bicubic | -75.703 | -46.663 | -114 |
772 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 19.760 | 80.240 | 50.560 | 49.440 | 3.05 | 1.000 | bicubic | -73.710 | -47.830 | +347 |
773 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 19.693 | 80.307 | 53.253 | 46.747 | 25.03 | 0.875 | bilinear | -75.157 | -45.627 | +74 |
774 | resnext50_32x4d.a1_in1k | 288 | 19.693 | 80.307 | 50.133 | 49.867 | 25.03 | 1.000 | bicubic | -75.167 | -48.517 | +72 |
775 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 19.653 | 80.347 | 55.360 | 44.640 | 11.22 | 1.000 | bicubic | -76.177 | -43.910 | -173 |
776 | haloregnetz_b.ra3_in1k | 224 | 19.600 | 80.400 | 49.720 | 50.280 | 11.68 | 0.940 | bicubic | -75.130 | -48.960 | +96 |
777 | regnetz_b16.ra3_in1k | 288 | 19.573 | 80.427 | 52.400 | 47.600 | 9.72 | 1.000 | bicubic | -75.597 | -46.680 | -10 |
778 | efficientnet_b3.ra2_in1k | 288 | 19.507 | 80.493 | 51.467 | 48.533 | 12.23 | 1.000 | bicubic | -75.673 | -47.413 | -13 |
779 | cs3sedarknet_l.c2ns_in1k | 256 | 19.480 | 80.520 | 53.800 | 46.200 | 21.91 | 0.950 | bicubic | -75.600 | -45.230 | +12 |
780 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 19.480 | 80.520 | 53.053 | 46.947 | 9.72 | 1.000 | bicubic | -75.520 | -45.727 | +29 |
781 | tresnet_xl.miil_in1k | 224 | 19.360 | 80.640 | 52.853 | 47.147 | 78.44 | 0.875 | bilinear | -76.080 | -45.987 | -73 |
782 | hgnet_tiny.ssld_in1k | 224 | 19.187 | 80.813 | 53.107 | 46.893 | 14.74 | 1.000 | bicubic | -76.383 | -45.933 | -127 |
783 | ecaresnet50t.ra2_in1k | 256 | 19.173 | 80.827 | 50.733 | 49.267 | 25.57 | 0.950 | bicubic | -75.967 | -48.257 | -7 |
784 | regnety_032.ra_in1k | 224 | 19.160 | 80.840 | 50.987 | 49.013 | 19.44 | 1.000 | bicubic | -76.110 | -47.963 | -39 |
785 | rexnet_200.nav_in1k | 224 | 19.107 | 80.893 | 52.547 | 47.453 | 16.37 | 0.875 | bicubic | -75.863 | -46.443 | +30 |
786 | senet154.gluon_in1k | 224 | 19.093 | 80.907 | 47.347 | 52.653 | 115.09 | 0.875 | bicubic | -75.837 | -51.423 | +40 |
787 | lambda_resnet50ts.a1h_in1k | 256 | 19.040 | 80.960 | 48.893 | 51.107 | 21.54 | 0.950 | bicubic | -75.800 | -49.787 | +63 |
788 | resnet50d.a1_in1k | 288 | 19.040 | 80.960 | 48.653 | 51.347 | 25.58 | 1.000 | bicubic | -75.740 | -49.827 | +72 |
789 | seresnext101_64x4d.gluon_in1k | 224 | 19.013 | 80.987 | 48.920 | 51.080 | 88.23 | 0.875 | bicubic | -75.927 | -49.510 | +34 |
790 | levit_256.fb_dist_in1k | 224 | 19.000 | 81.000 | 49.707 | 50.293 | 18.89 | 0.900 | bicubic | -76.030 | -49.163 | +14 |
791 | levit_conv_256.fb_dist_in1k | 224 | 19.000 | 81.000 | 49.707 | 50.293 | 18.89 | 0.900 | bicubic | -76.030 | -49.283 | +16 |
792 | hgnet_small.paddle_in1k | 224 | 18.973 | 81.027 | 51.133 | 48.867 | 24.36 | 1.000 | bicubic | -76.057 | -47.917 | +12 |
793 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 18.973 | 81.027 | 51.120 | 48.880 | 32.59 | 1.000 | bicubic | -76.227 | -47.770 | -33 |
794 | legacy_senet154.in1k | 224 | 18.960 | 81.040 | 47.640 | 52.360 | 115.09 | 0.875 | bilinear | -76.130 | -51.190 | -4 |
795 | resnetaa50d.sw_in12k_ft_in1k | 224 | 18.933 | 81.067 | 52.387 | 47.613 | 25.58 | 1.000 | bicubic | -76.327 | -46.563 | -45 |
796 | tf_efficientnet_b1.ns_jft_in1k | 240 | 18.893 | 81.107 | 51.867 | 48.133 | 7.79 | 0.882 | bicubic | -76.267 | -47.093 | -25 |
797 | repvgg_b3.rvgg_in1k | 224 | 18.867 | 81.133 | 49.840 | 50.160 | 123.09 | 0.875 | bilinear | -75.683 | -48.940 | +126 |
798 | gcvit_xxtiny.in1k | 224 | 18.813 | 81.187 | 53.120 | 46.880 | 12.00 | 0.875 | bicubic | -75.567 | -45.770 | +155 |
799 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 18.773 | 81.227 | 51.973 | 48.027 | 11.07 | 1.000 | bicubic | -76.427 | -46.937 | -41 |
800 | resnet61q.ra2_in1k | 256 | 18.773 | 81.227 | 49.893 | 50.107 | 36.85 | 1.000 | bicubic | -76.577 | -48.957 | -71 |
801 | deit_small_patch16_224.fb_in1k | 224 | 18.733 | 81.267 | 51.107 | 48.893 | 22.05 | 0.900 | bicubic | -75.667 | -47.563 | +148 |
802 | resnetv2_101.a1h_in1k | 224 | 18.733 | 81.267 | 48.093 | 51.907 | 44.54 | 1.000 | bicubic | -76.737 | -50.827 | -102 |
803 | nfnet_l0.ra2_in1k | 224 | 18.627 | 81.373 | 52.187 | 47.813 | 35.07 | 1.000 | bicubic | -76.823 | -46.933 | -96 |
804 | mobilevitv2_200.cvnets_in1k | 256 | 18.573 | 81.427 | 50.080 | 49.920 | 18.45 | 0.888 | bicubic | -76.287 | -48.680 | +41 |
805 | edgenext_small.usi_in1k | 320 | 18.547 | 81.453 | 53.560 | 46.440 | 5.59 | 1.000 | bicubic | -76.873 | -45.370 | -92 |
806 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 18.547 | 81.453 | 51.213 | 48.787 | 59.88 | 0.875 | bilinear | -76.813 | -47.657 | -80 |
807 | regnetx_080.tv2_in1k | 224 | 18.427 | 81.573 | 50.173 | 49.827 | 39.57 | 0.965 | bicubic | -76.683 | -48.537 | -20 |
808 | ecaresnet50t.a2_in1k | 288 | 18.427 | 81.573 | 48.733 | 51.267 | 25.57 | 1.000 | bicubic | -76.923 | -50.197 | -80 |
809 | seresnet50.ra2_in1k | 288 | 18.360 | 81.640 | 51.067 | 48.933 | 28.09 | 0.950 | bicubic | -76.970 | -47.823 | -78 |
810 | poolformer_s36.sail_in1k | 224 | 18.347 | 81.653 | 52.053 | 47.947 | 30.86 | 0.900 | bicubic | -76.763 | -46.917 | -24 |
811 | repvit_m3.dist_in1k | 224 | 18.293 | 81.707 | 51.680 | 48.320 | 10.68 | 0.950 | bicubic | -76.947 | -47.230 | -59 |
812 | wide_resnet50_2.tv2_in1k | 224 | 18.147 | 81.853 | 52.307 | 47.693 | 68.88 | 0.965 | bilinear | -76.723 | -46.573 | +25 |
813 | ese_vovnet39b.ra_in1k | 288 | 18.080 | 81.920 | 49.613 | 50.387 | 24.57 | 0.950 | bicubic | -76.810 | -49.307 | +21 |
814 | resnext101_32x8d.tv2_in1k | 176 | 18.067 | 81.933 | 48.800 | 51.200 | 88.79 | 0.965 | bilinear | -77.303 | -50.150 | -90 |
815 | sehalonet33ts.ra2_in1k | 256 | 18.067 | 81.933 | 47.667 | 52.333 | 13.69 | 0.940 | bicubic | -76.713 | -50.903 | +44 |
816 | cait_xxs36_224.fb_dist_in1k | 224 | 18.053 | 81.947 | 49.320 | 50.680 | 17.30 | 1.000 | bicubic | -76.197 | -49.230 | +162 |
817 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 18.013 | 81.987 | 51.600 | 48.400 | 11.07 | 1.000 | bicubic | -77.457 | -47.730 | -116 |
818 | gcresnet50t.ra2_in1k | 288 | 17.947 | 82.053 | 49.387 | 50.613 | 25.90 | 1.000 | bicubic | -77.333 | -49.413 | -75 |
819 | tf_efficientnet_lite4.in1k | 380 | 17.907 | 82.093 | 50.360 | 49.640 | 13.01 | 0.920 | bilinear | -76.983 | -48.550 | +13 |
820 | cs3darknet_l.c2ns_in1k | 288 | 17.880 | 82.120 | 51.467 | 48.533 | 21.16 | 0.950 | bicubic | -77.260 | -47.543 | -42 |
821 | resnet101.a1h_in1k | 224 | 17.840 | 82.160 | 48.107 | 51.893 | 44.55 | 1.000 | bicubic | -77.650 | -51.113 | -132 |
822 | resnest50d_1s4x24d.in1k | 224 | 17.627 | 82.373 | 49.627 | 50.373 | 25.68 | 0.875 | bicubic | -77.133 | -49.353 | +41 |
823 | mobilevitv2_175.cvnets_in1k | 256 | 17.600 | 82.400 | 49.227 | 50.773 | 14.25 | 0.888 | bicubic | -77.270 | -49.583 | +15 |
824 | convnextv2_nano.fcmae_ft_in1k | 224 | 17.547 | 82.453 | 52.027 | 47.973 | 15.62 | 1.000 | bicubic | -77.723 | -46.943 | -76 |
825 | resnet50d.ra2_in1k | 288 | 17.547 | 82.453 | 49.880 | 50.120 | 25.58 | 0.950 | bicubic | -77.443 | -49.090 | -13 |
826 | resnetv2_50.a1h_in1k | 288 | 17.533 | 82.467 | 49.880 | 50.120 | 25.55 | 1.000 | bicubic | -77.297 | -48.850 | +26 |
827 | tiny_vit_5m_224.in1k | 224 | 17.520 | 82.480 | 49.960 | 50.040 | 5.39 | 0.950 | bicubic | -76.760 | -48.700 | +148 |
828 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 17.507 | 82.493 | 49.933 | 50.067 | 5.79 | 1.000 | bicubic | -76.163 | -48.667 | +259 |
829 | resnet50.c2_in1k | 288 | 17.507 | 82.493 | 49.760 | 50.240 | 25.56 | 1.000 | bicubic | -77.413 | -49.020 | 0 |
830 | hgnet_tiny.paddle_in1k | 288 | 17.480 | 82.520 | 50.827 | 49.173 | 14.74 | 1.000 | bicubic | -77.480 | -48.063 | -13 |
831 | seresnext101_32x4d.gluon_in1k | 224 | 17.400 | 82.600 | 46.493 | 53.507 | 48.96 | 0.875 | bicubic | -77.520 | -52.317 | -2 |
832 | resnest50d.in1k | 224 | 17.347 | 82.653 | 50.547 | 49.453 | 27.48 | 0.875 | bilinear | -77.483 | -48.323 | +19 |
833 | inception_v4.tf_in1k | 299 | 17.293 | 82.707 | 45.373 | 54.627 | 42.68 | 0.875 | bicubic | -77.087 | -53.187 | +122 |
834 | dm_nfnet_f0.dm_in1k | 192 | 17.200 | 82.800 | 45.053 | 54.947 | 71.49 | 0.900 | bicubic | -78.180 | -53.867 | -111 |
835 | convnext_pico.d1_in1k | 288 | 17.133 | 82.867 | 49.707 | 50.293 | 9.05 | 0.950 | bicubic | -77.617 | -48.883 | +30 |
836 | tf_efficientnet_b3.ap_in1k | 300 | 17.093 | 82.907 | 49.640 | 50.360 | 12.23 | 0.904 | bicubic | -78.267 | -49.250 | -111 |
837 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 17.093 | 82.907 | 47.427 | 52.573 | 12.12 | 1.000 | bicubic | -77.437 | -51.203 | +89 |
838 | efficientnet_el.ra_in1k | 300 | 17.080 | 82.920 | 49.893 | 50.107 | 10.59 | 0.904 | bicubic | -78.040 | -49.097 | -56 |
839 | resnet101.a1_in1k | 224 | 17.053 | 82.947 | 44.227 | 55.773 | 44.55 | 1.000 | bicubic | -77.617 | -54.573 | +52 |
840 | fastvit_s12.apple_dist_in1k | 256 | 16.987 | 83.013 | 49.333 | 50.667 | 9.47 | 0.900 | bicubic | -77.883 | -49.217 | 0 |
841 | gcresnext50ts.ch_in1k | 288 | 16.973 | 83.027 | 47.973 | 52.027 | 15.67 | 1.000 | bicubic | -77.887 | -50.827 | +1 |
842 | regnetx_032.tv2_in1k | 224 | 16.960 | 83.040 | 48.040 | 51.960 | 15.30 | 0.965 | bicubic | -77.700 | -50.830 | +52 |
843 | seresnext50_32x4d.racm_in1k | 224 | 16.933 | 83.067 | 48.480 | 51.520 | 27.56 | 0.950 | bicubic | -78.397 | -50.530 | -108 |
844 | eca_nfnet_l0.ra2_in1k | 224 | 16.867 | 83.133 | 50.507 | 49.493 | 24.14 | 1.000 | bicubic | -78.343 | -48.533 | -87 |
845 | cs3darknet_focus_l.c2ns_in1k | 288 | 16.867 | 83.133 | 50.107 | 49.893 | 21.15 | 0.950 | bicubic | -78.293 | -48.743 | -72 |
846 | xception71.tf_in1k | 299 | 16.827 | 83.173 | 45.667 | 54.333 | 42.34 | 0.903 | bicubic | -77.503 | -53.183 | +122 |
847 | regnety_016.tv2_in1k | 224 | 16.800 | 83.200 | 49.840 | 50.160 | 11.20 | 0.965 | bicubic | -77.780 | -49.040 | +69 |
848 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 16.747 | 83.253 | 46.627 | 53.373 | 13.68 | 1.000 | bicubic | -78.293 | -52.273 | -46 |
849 | tf_efficientnet_b3.aa_in1k | 300 | 16.733 | 83.267 | 49.267 | 50.733 | 12.23 | 0.904 | bicubic | -78.277 | -49.643 | -41 |
850 | resnext101_64x4d.gluon_in1k | 224 | 16.720 | 83.280 | 44.027 | 55.973 | 83.46 | 0.875 | bicubic | -77.950 | -54.523 | +40 |
851 | resmlp_36_224.fb_distilled_in1k | 224 | 16.707 | 83.293 | 51.093 | 48.907 | 44.69 | 0.875 | bicubic | -78.173 | -47.777 | -15 |
852 | efficientnetv2_rw_t.ra2_in1k | 224 | 16.707 | 83.293 | 47.067 | 52.933 | 13.65 | 1.000 | bicubic | -78.273 | -51.913 | -38 |
853 | convnextv2_pico.fcmae_ft_in1k | 288 | 16.680 | 83.320 | 49.960 | 50.040 | 9.07 | 0.950 | bicubic | -78.570 | -48.970 | -102 |
854 | poolformerv2_s36.sail_in1k | 224 | 16.680 | 83.320 | 49.267 | 50.733 | 30.79 | 1.000 | bicubic | -78.650 | -49.563 | -120 |
855 | resnet51q.ra2_in1k | 256 | 16.587 | 83.413 | 50.613 | 49.387 | 35.70 | 1.000 | bilinear | -78.883 | -48.457 | -159 |
856 | tf_efficientnetv2_b3.in1k | 300 | 16.587 | 83.413 | 48.480 | 51.520 | 14.36 | 0.904 | bicubic | -78.593 | -50.350 | -89 |
857 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 16.573 | 83.427 | 50.320 | 49.680 | 11.22 | 1.000 | bicubic | -78.957 | -48.820 | -185 |
858 | inception_resnet_v2.tf_in1k | 299 | 16.520 | 83.480 | 44.960 | 55.040 | 55.84 | 0.897 | bicubic | -78.070 | -53.890 | +54 |
859 | ecaresnet50d.miil_in1k | 224 | 16.467 | 83.533 | 48.760 | 51.240 | 25.58 | 0.950 | bicubic | -78.333 | -49.990 | -4 |
860 | tresnet_l.miil_in1k | 224 | 16.440 | 83.560 | 49.613 | 50.387 | 55.99 | 0.875 | bilinear | -78.830 | -49.397 | -114 |
861 | resnet152s.gluon_in1k | 224 | 16.440 | 83.560 | 44.200 | 55.800 | 60.32 | 0.875 | bicubic | -78.620 | -54.730 | -64 |
862 | resnet101.tv2_in1k | 224 | 16.333 | 83.667 | 48.333 | 51.667 | 44.55 | 0.965 | bilinear | -78.957 | -50.707 | -121 |
863 | convnext_pico_ols.d1_in1k | 288 | 16.320 | 83.680 | 49.267 | 50.733 | 9.06 | 1.000 | bicubic | -78.320 | -49.433 | +37 |
864 | resnet152d.gluon_in1k | 224 | 16.320 | 83.680 | 44.080 | 55.920 | 60.21 | 0.875 | bicubic | -78.500 | -54.680 | -10 |
865 | fastvit_sa12.apple_in1k | 256 | 16.307 | 83.693 | 49.387 | 50.613 | 11.58 | 0.900 | bicubic | -78.583 | -49.473 | -30 |
866 | hrnet_w18_ssld.paddle_in1k | 224 | 16.267 | 83.733 | 45.493 | 54.507 | 21.30 | 1.000 | bilinear | -78.813 | -53.547 | -74 |
867 | resmlp_24_224.fb_distilled_in1k | 224 | 16.227 | 83.773 | 50.093 | 49.907 | 30.02 | 0.875 | bicubic | -78.223 | -48.677 | +75 |
868 | mobilevitv2_150.cvnets_in1k | 256 | 16.227 | 83.773 | 47.960 | 52.040 | 10.59 | 0.888 | bicubic | -78.303 | -50.760 | +60 |
869 | gernet_l.idstcv_in1k | 256 | 16.200 | 83.800 | 46.747 | 53.253 | 31.08 | 0.875 | bilinear | -78.910 | -52.163 | -84 |
870 | seresnet50.a1_in1k | 288 | 16.187 | 83.813 | 46.853 | 53.147 | 28.09 | 1.000 | bicubic | -78.483 | -51.917 | +19 |
871 | resnet152.a2_in1k | 224 | 16.160 | 83.840 | 44.240 | 55.760 | 60.19 | 1.000 | bicubic | -78.790 | -54.290 | -49 |
872 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 16.133 | 83.867 | 43.347 | 56.653 | 55.84 | 0.897 | bicubic | -78.087 | -55.223 | +111 |
873 | gmlp_s16_224.ra3_in1k | 224 | 16.067 | 83.933 | 44.707 | 55.293 | 19.42 | 0.875 | bicubic | -78.093 | -53.793 | +127 |
874 | repvgg_b3g4.rvgg_in1k | 224 | 16.053 | 83.947 | 47.480 | 52.520 | 83.83 | 0.875 | bilinear | -78.467 | -51.190 | +55 |
875 | xcit_tiny_24_p16_224.fb_in1k | 224 | 16.053 | 83.947 | 45.267 | 54.733 | 12.12 | 1.000 | bicubic | -78.027 | -53.243 | +138 |
876 | repvit_m1_1.dist_450e_in1k | 224 | 16.027 | 83.973 | 49.120 | 50.880 | 8.80 | 0.950 | bicubic | -78.863 | -49.910 | -43 |
877 | ecaresnet50d_pruned.miil_in1k | 288 | 15.880 | 84.120 | 49.640 | 50.360 | 19.94 | 0.950 | bicubic | -79.230 | -49.350 | -93 |
878 | xception65.tf_in1k | 299 | 15.880 | 84.120 | 43.480 | 56.520 | 39.92 | 0.903 | bicubic | -77.910 | -54.900 | +192 |
879 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 15.840 | 84.160 | 49.333 | 50.667 | 25.56 | 0.875 | bilinear | -78.650 | -49.587 | +58 |
880 | resnet50.a1_in1k | 288 | 15.840 | 84.160 | 45.627 | 54.373 | 25.56 | 1.000 | bicubic | -78.960 | -53.273 | -23 |
881 | edgenext_small_rw.sw_in1k | 320 | 15.813 | 84.187 | 49.533 | 50.467 | 7.83 | 1.000 | bicubic | -78.867 | -48.967 | +1 |
882 | resnext50_32x4d.ra_in1k | 288 | 15.733 | 84.267 | 46.920 | 53.080 | 25.03 | 0.950 | bicubic | -78.967 | -51.790 | -5 |
883 | fastvit_t12.apple_dist_in1k | 256 | 15.627 | 84.373 | 47.640 | 52.360 | 7.55 | 0.900 | bicubic | -78.993 | -51.140 | +23 |
884 | regnety_320.pycls_in1k | 224 | 15.627 | 84.373 | 44.733 | 55.267 | 145.05 | 0.875 | bicubic | -78.963 | -53.967 | +27 |
885 | resnet50.c1_in1k | 288 | 15.613 | 84.387 | 47.107 | 52.893 | 25.56 | 1.000 | bicubic | -79.177 | -51.813 | -27 |
886 | ecaresnet26t.ra2_in1k | 320 | 15.533 | 84.467 | 47.947 | 52.053 | 16.01 | 0.950 | bicubic | -78.767 | -50.773 | +85 |
887 | coat_tiny.in1k | 224 | 15.467 | 84.533 | 45.600 | 54.400 | 5.50 | 0.900 | bicubic | -78.113 | -52.820 | +215 |
888 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 15.440 | 84.560 | 47.973 | 52.027 | 9.72 | 1.000 | bicubic | -79.430 | -50.797 | -49 |
889 | vit_base_patch32_384.augreg_in1k | 384 | 15.440 | 84.560 | 43.573 | 56.427 | 88.30 | 1.000 | bicubic | -78.200 | -54.827 | +203 |
890 | convmixer_768_32.in1k | 224 | 15.387 | 84.613 | 47.613 | 52.387 | 21.11 | 0.960 | bicubic | -79.113 | -51.237 | +43 |
891 | resnet50d.a2_in1k | 288 | 15.387 | 84.613 | 44.507 | 55.493 | 25.58 | 1.000 | bicubic | -79.203 | -54.273 | +23 |
892 | resnet50.d_in1k | 288 | 15.320 | 84.680 | 44.493 | 55.507 | 25.56 | 1.000 | bicubic | -79.640 | -54.567 | -73 |
893 | convnext_nano.d1h_in1k | 224 | 15.267 | 84.733 | 45.960 | 54.040 | 15.59 | 1.000 | bicubic | -79.633 | -52.750 | -63 |
894 | resnetv2_50d_evos.ah_in1k | 224 | 15.267 | 84.733 | 43.933 | 56.067 | 25.59 | 1.000 | bicubic | -79.693 | -55.137 | -72 |
895 | convnext_nano_ols.d1h_in1k | 224 | 15.253 | 84.747 | 46.360 | 53.640 | 15.65 | 1.000 | bicubic | -79.427 | -52.380 | -10 |
896 | ecaresnet50t.a1_in1k | 224 | 15.253 | 84.747 | 45.627 | 54.373 | 25.57 | 1.000 | bicubic | -79.497 | -53.073 | -29 |
897 | resnext50d_32x4d.bt_in1k | 288 | 15.213 | 84.787 | 45.933 | 54.067 | 25.05 | 0.950 | bicubic | -79.327 | -52.757 | +28 |
898 | skresnext50_32x4d.ra_in1k | 224 | 15.187 | 84.813 | 44.560 | 55.440 | 27.48 | 0.875 | bicubic | -79.073 | -53.910 | +78 |
899 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 15.040 | 84.960 | 42.440 | 57.560 | 119.42 | 0.900 | bicubic | -78.690 | -55.670 | +184 |
900 | repvit_m1_0.dist_450e_in1k | 224 | 15.027 | 84.973 | 46.653 | 53.347 | 7.30 | 0.950 | bicubic | -79.513 | -52.227 | +22 |
901 | efficientvit_b1.r288_in1k | 288 | 15.027 | 84.973 | 46.307 | 53.693 | 9.10 | 1.000 | bicubic | -79.473 | -52.233 | +37 |
902 | fastvit_s12.apple_in1k | 256 | 15.027 | 84.973 | 45.000 | 55.000 | 9.47 | 0.900 | bicubic | -79.193 | -53.600 | +83 |
903 | seresnet33ts.ra2_in1k | 288 | 15.013 | 84.987 | 47.067 | 52.933 | 19.78 | 1.000 | bicubic | -80.027 | -51.773 | -103 |
904 | resnext50_32x4d.a2_in1k | 288 | 15.013 | 84.987 | 45.080 | 54.920 | 25.03 | 1.000 | bicubic | -79.547 | -53.530 | +18 |
905 | eca_resnet33ts.ra2_in1k | 288 | 14.987 | 85.013 | 48.640 | 51.360 | 19.68 | 1.000 | bicubic | -79.663 | -50.230 | -8 |
906 | vit_base_patch16_224.augreg_in1k | 224 | 14.893 | 85.107 | 41.880 | 58.120 | 86.57 | 0.900 | bicubic | -78.737 | -56.360 | +188 |
907 | cait_xxs24_224.fb_dist_in1k | 224 | 14.880 | 85.120 | 44.533 | 55.467 | 11.96 | 1.000 | bicubic | -78.700 | -53.927 | +194 |
908 | resnetv2_50d_gn.ah_in1k | 224 | 14.773 | 85.227 | 44.573 | 55.427 | 25.57 | 1.000 | bicubic | -79.857 | -54.127 | -4 |
909 | levit_192.fb_dist_in1k | 224 | 14.693 | 85.307 | 44.640 | 55.360 | 10.95 | 0.900 | bicubic | -79.487 | -53.900 | +82 |
910 | levit_conv_192.fb_dist_in1k | 224 | 14.680 | 85.320 | 44.653 | 55.347 | 10.95 | 0.900 | bicubic | -79.500 | -54.027 | +82 |
911 | wide_resnet50_2.racm_in1k | 224 | 14.667 | 85.333 | 45.920 | 54.080 | 68.88 | 0.950 | bicubic | -80.373 | -53.090 | -111 |
912 | seresnet50.a2_in1k | 288 | 14.667 | 85.333 | 44.133 | 55.867 | 28.09 | 1.000 | bicubic | -80.013 | -54.697 | -29 |
913 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 14.653 | 85.347 | 45.947 | 54.053 | 11.07 | 1.000 | bicubic | -79.987 | -52.833 | -10 |
914 | res2net50d.in1k | 224 | 14.653 | 85.347 | 44.400 | 55.600 | 25.72 | 0.875 | bilinear | -79.657 | -54.240 | +56 |
915 | poolformerv2_s24.sail_in1k | 224 | 14.640 | 85.360 | 46.000 | 54.000 | 21.34 | 1.000 | bicubic | -80.020 | -52.840 | -20 |
916 | ecaresnet101d_pruned.miil_in1k | 224 | 14.600 | 85.400 | 46.733 | 53.267 | 24.88 | 0.950 | bicubic | -80.540 | -52.047 | -139 |
917 | gcresnet33ts.ra2_in1k | 288 | 14.573 | 85.427 | 46.013 | 53.987 | 19.88 | 1.000 | bicubic | -80.337 | -52.867 | -87 |
918 | repvit_m1_1.dist_300e_in1k | 224 | 14.520 | 85.480 | 46.813 | 53.187 | 8.80 | 0.950 | bicubic | -80.240 | -52.117 | -54 |
919 | darknet53.c2ns_in1k | 288 | 14.440 | 85.560 | 46.813 | 53.187 | 41.61 | 1.000 | bicubic | -80.180 | -51.897 | -14 |
920 | efficientnet_el_pruned.in1k | 300 | 14.413 | 85.587 | 45.827 | 54.173 | 10.59 | 0.904 | bicubic | -79.967 | -52.923 | +34 |
921 | coat_lite_mini.in1k | 224 | 14.400 | 85.600 | 44.533 | 55.467 | 11.01 | 0.900 | bicubic | -79.660 | -53.997 | +94 |
922 | rexnet_150.nav_in1k | 224 | 14.373 | 85.627 | 46.427 | 53.573 | 9.73 | 0.875 | bicubic | -80.117 | -52.353 | +16 |
923 | gcresnet50t.ra2_in1k | 256 | 14.373 | 85.627 | 44.307 | 55.693 | 25.90 | 1.000 | bicubic | -80.467 | -54.173 | -73 |
924 | resnet50.tv2_in1k | 224 | 14.333 | 85.667 | 46.747 | 53.253 | 25.56 | 0.965 | bilinear | -80.327 | -52.033 | -28 |
925 | efficientnet_b2.ra_in1k | 288 | 14.307 | 85.693 | 45.827 | 54.173 | 9.11 | 1.000 | bicubic | -80.313 | -53.073 | -16 |
926 | edgenext_small.usi_in1k | 256 | 14.187 | 85.813 | 46.533 | 53.467 | 5.59 | 1.000 | bicubic | -80.743 | -52.417 | -101 |
927 | darknetaa53.c2ns_in1k | 288 | 14.120 | 85.880 | 44.880 | 55.120 | 36.02 | 1.000 | bilinear | -80.400 | -53.940 | +4 |
928 | gcresnext50ts.ch_in1k | 256 | 14.107 | 85.893 | 43.053 | 56.947 | 15.67 | 1.000 | bicubic | -80.463 | -55.907 | -8 |
929 | poolformer_s24.sail_in1k | 224 | 14.080 | 85.920 | 47.120 | 52.880 | 21.39 | 0.900 | bicubic | -80.490 | -51.580 | -10 |
930 | gernet_m.idstcv_in1k | 224 | 14.080 | 85.920 | 46.080 | 53.920 | 21.14 | 0.875 | bilinear | -80.570 | -52.810 | -32 |
931 | repvit_m2.dist_in1k | 224 | 14.053 | 85.947 | 46.320 | 53.680 | 8.80 | 0.950 | bicubic | -80.687 | -52.500 | -61 |
932 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 14.027 | 85.973 | 46.613 | 53.387 | 11.22 | 1.000 | bicubic | -81.143 | -52.417 | -164 |
933 | pvt_v2_b1.in1k | 224 | 14.013 | 85.987 | 47.480 | 52.520 | 14.01 | 0.900 | bicubic | -79.807 | -50.880 | +132 |
934 | ecaresnetlight.miil_in1k | 224 | 13.987 | 86.013 | 43.200 | 56.800 | 30.16 | 0.950 | bicubic | -80.693 | -55.620 | -53 |
935 | mobilevitv2_125.cvnets_in1k | 256 | 13.973 | 86.027 | 44.253 | 55.747 | 7.48 | 0.888 | bicubic | -80.017 | -54.347 | +97 |
936 | fbnetv3_d.ra2_in1k | 256 | 13.933 | 86.067 | 46.440 | 53.560 | 10.31 | 0.950 | bilinear | -79.977 | -52.300 | +112 |
937 | cs3darknet_l.c2ns_in1k | 256 | 13.880 | 86.120 | 46.160 | 53.840 | 21.16 | 0.950 | bicubic | -80.860 | -52.690 | -69 |
938 | regnetz_b16.ra3_in1k | 224 | 13.853 | 86.147 | 43.547 | 56.453 | 9.72 | 1.000 | bicubic | -80.567 | -55.103 | +8 |
939 | legacy_seresnext101_32x4d.in1k | 224 | 13.853 | 86.147 | 42.587 | 57.413 | 48.96 | 0.875 | bilinear | -80.517 | -56.043 | +18 |
940 | mobilenet_edgetpu_v2_m | 256 | 13.747 | 86.253 | 45.427 | 54.573 | 8.46 | 0.950 | bicubic | -81.213 | -53.373 | -120 |
941 | resnext101_32x4d.gluon_in1k | 224 | 13.667 | 86.333 | 41.467 | 58.533 | 44.18 | 0.875 | bicubic | -80.863 | -57.333 | -13 |
942 | resnet50_gn.a1h_in1k | 224 | 13.613 | 86.387 | 42.293 | 57.707 | 25.56 | 0.950 | bicubic | -80.807 | -56.427 | +5 |
943 | dpn68b.ra_in1k | 288 | 13.600 | 86.400 | 39.867 | 60.133 | 12.61 | 1.000 | bicubic | -80.380 | -58.633 | +98 |
944 | fastvit_t12.apple_in1k | 256 | 13.587 | 86.413 | 43.253 | 56.747 | 7.55 | 0.900 | bicubic | -80.403 | -55.257 | +87 |
945 | pit_xs_distilled_224.in1k | 224 | 13.467 | 86.533 | 44.960 | 55.040 | 11.00 | 0.900 | bicubic | -80.303 | -53.660 | +128 |
946 | resnext50_32x4d.a1h_in1k | 224 | 13.453 | 86.547 | 42.173 | 57.827 | 25.03 | 1.000 | bicubic | -81.047 | -56.647 | -10 |
947 | seresnext50_32x4d.gluon_in1k | 224 | 13.440 | 86.560 | 43.453 | 56.547 | 27.56 | 0.875 | bicubic | -80.920 | -55.277 | +18 |
948 | resmlp_36_224.fb_in1k | 224 | 13.427 | 86.573 | 46.253 | 53.747 | 44.69 | 0.875 | bicubic | -80.773 | -52.387 | +37 |
949 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 13.373 | 86.627 | 45.080 | 54.920 | 9.72 | 1.000 | bicubic | -81.397 | -53.780 | -88 |
950 | eca_botnext26ts_256.c1_in1k | 256 | 13.360 | 86.640 | 42.267 | 57.733 | 10.59 | 0.950 | bicubic | -80.450 | -56.313 | +118 |
951 | repvgg_b2g4.rvgg_in1k | 224 | 13.240 | 86.760 | 43.453 | 56.547 | 61.76 | 0.875 | bilinear | -80.630 | -54.907 | +102 |
952 | resnet152.a3_in1k | 224 | 13.240 | 86.760 | 42.773 | 57.227 | 60.19 | 0.950 | bicubic | -81.480 | -55.837 | -78 |
953 | regnetx_320.pycls_in1k | 224 | 13.187 | 86.813 | 40.213 | 59.787 | 107.81 | 0.875 | bicubic | -81.253 | -58.517 | -9 |
954 | resnet50.b1k_in1k | 288 | 13.147 | 86.853 | 43.773 | 56.227 | 25.56 | 1.000 | bicubic | -81.713 | -55.077 | -111 |
955 | visformer_tiny.in1k | 224 | 13.133 | 86.867 | 43.573 | 56.427 | 10.32 | 0.900 | bicubic | -80.457 | -54.937 | +145 |
956 | vit_small_patch16_224.augreg_in1k | 224 | 13.080 | 86.920 | 41.013 | 58.987 | 22.05 | 0.900 | bicubic | -80.810 | -57.427 | +96 |
957 | efficientnet_b3_pruned.in1k | 300 | 13.067 | 86.933 | 44.853 | 55.147 | 9.86 | 0.904 | bicubic | -81.613 | -53.907 | -73 |
958 | cspresnext50.ra_in1k | 256 | 13.040 | 86.960 | 45.053 | 54.947 | 20.57 | 0.887 | bilinear | -81.790 | -53.817 | -106 |
959 | cs3darknet_focus_l.c2ns_in1k | 256 | 13.040 | 86.960 | 44.227 | 55.773 | 21.15 | 0.950 | bicubic | -81.620 | -54.643 | -65 |
960 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 13.040 | 86.960 | 43.987 | 56.013 | 9.72 | 1.000 | bicubic | -81.320 | -54.633 | 0 |
961 | hgnet_tiny.paddle_in1k | 224 | 13.000 | 87.000 | 43.187 | 56.813 | 14.74 | 1.000 | bicubic | -81.250 | -55.113 | +16 |
962 | mobilevit_s.cvnets_in1k | 256 | 13.000 | 87.000 | 40.907 | 59.093 | 5.58 | 0.900 | bicubic | -80.210 | -57.543 | +189 |
963 | mixnet_xl.ra_in1k | 224 | 12.987 | 87.013 | 43.173 | 56.827 | 11.90 | 0.875 | bicubic | -81.213 | -55.457 | +25 |
964 | efficientformerv2_s1.snap_dist_in1k | 224 | 12.960 | 87.040 | 42.400 | 57.600 | 6.19 | 0.950 | bicubic | -81.140 | -56.280 | +46 |
965 | nf_regnet_b1.ra2_in1k | 288 | 12.907 | 87.093 | 43.907 | 56.093 | 10.22 | 0.900 | bicubic | -81.243 | -54.833 | +40 |
966 | efficientformer_l1.snap_dist_in1k | 224 | 12.893 | 87.107 | 45.147 | 54.853 | 12.29 | 0.950 | bicubic | -81.607 | -53.533 | -31 |
967 | eca_halonext26ts.c1_in1k | 256 | 12.893 | 87.107 | 42.200 | 57.800 | 10.76 | 0.940 | bicubic | -81.157 | -56.450 | +50 |
968 | seresnet50.ra2_in1k | 224 | 12.840 | 87.160 | 43.187 | 56.813 | 28.09 | 0.950 | bicubic | -81.890 | -55.483 | -97 |
969 | convnextv2_pico.fcmae_ft_in1k | 224 | 12.813 | 87.187 | 43.507 | 56.493 | 9.07 | 0.950 | bicubic | -81.747 | -55.133 | -47 |
970 | resnet101d.gluon_in1k | 224 | 12.773 | 87.227 | 41.333 | 58.667 | 44.57 | 0.875 | bicubic | -81.477 | -57.537 | +9 |
971 | regnetx_016.tv2_in1k | 224 | 12.720 | 87.280 | 45.173 | 54.827 | 9.19 | 0.965 | bicubic | -81.430 | -53.457 | +31 |
972 | repvit_m1_0.dist_300e_in1k | 224 | 12.720 | 87.280 | 44.187 | 55.813 | 7.30 | 0.950 | bicubic | -81.610 | -54.473 | -5 |
973 | pit_xs_224.in1k | 224 | 12.707 | 87.293 | 42.600 | 57.400 | 10.62 | 0.900 | bicubic | -80.413 | -55.710 | +192 |
974 | seresnet33ts.ra2_in1k | 256 | 12.667 | 87.333 | 42.640 | 57.360 | 19.78 | 1.000 | bicubic | -81.923 | -56.030 | -60 |
975 | edgenext_small_rw.sw_in1k | 256 | 12.613 | 87.387 | 42.747 | 57.253 | 7.83 | 1.000 | bicubic | -81.367 | -55.933 | +64 |
976 | resnet101.a2_in1k | 224 | 12.613 | 87.387 | 41.493 | 58.507 | 44.55 | 1.000 | bicubic | -82.137 | -57.107 | -109 |
977 | resnetblur50.bt_in1k | 288 | 12.573 | 87.427 | 44.280 | 55.720 | 25.56 | 0.950 | bicubic | -81.897 | -54.360 | -37 |
978 | resnet50.a1h_in1k | 224 | 12.560 | 87.440 | 44.240 | 55.760 | 25.56 | 1.000 | bicubic | -82.210 | -54.440 | -116 |
979 | resnet50.b2k_in1k | 288 | 12.560 | 87.440 | 43.760 | 56.240 | 25.56 | 1.000 | bicubic | -82.150 | -55.260 | -103 |
980 | crossvit_9_dagger_240.in1k | 240 | 12.547 | 87.453 | 41.507 | 58.493 | 8.78 | 0.875 | bicubic | -80.383 | -56.703 | +210 |
981 | tf_efficientnet_b3.in1k | 300 | 12.533 | 87.467 | 43.240 | 56.760 | 12.23 | 0.904 | bicubic | -82.137 | -55.480 | -93 |
982 | resnext50_32x4d.tv2_in1k | 224 | 12.533 | 87.467 | 42.853 | 57.147 | 25.03 | 0.965 | bilinear | -82.087 | -55.947 | -75 |
983 | inception_v3.gluon_in1k | 299 | 12.533 | 87.467 | 40.213 | 59.787 | 23.83 | 0.875 | bicubic | -80.957 | -58.307 | +133 |
984 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 12.520 | 87.480 | 46.707 | 53.293 | 6.34 | 1.000 | bicubic | -82.050 | -52.193 | -66 |
985 | resmlp_24_224.fb_in1k | 224 | 12.467 | 87.533 | 43.413 | 56.587 | 30.02 | 0.875 | bicubic | -81.553 | -54.947 | +40 |
986 | tresnet_m.miil_in1k | 224 | 12.467 | 87.533 | 41.707 | 58.293 | 31.39 | 0.875 | bilinear | -82.143 | -56.853 | -75 |
987 | resnext50_32x4d.a1_in1k | 224 | 12.467 | 87.533 | 39.560 | 60.440 | 25.03 | 1.000 | bicubic | -81.563 | -58.580 | +38 |
988 | ese_vovnet39b.ra_in1k | 224 | 12.453 | 87.547 | 41.173 | 58.827 | 24.57 | 0.950 | bicubic | -81.617 | -57.417 | +26 |
989 | efficientvit_b1.r256_in1k | 256 | 12.427 | 87.573 | 41.840 | 58.160 | 9.10 | 1.000 | bicubic | -81.613 | -56.570 | +32 |
990 | wide_resnet101_2.tv2_in1k | 176 | 12.360 | 87.640 | 37.933 | 62.067 | 126.89 | 0.965 | bilinear | -81.730 | -60.657 | +22 |
991 | regnety_120.pycls_in1k | 224 | 12.347 | 87.653 | 41.773 | 58.227 | 51.82 | 0.875 | bicubic | -82.173 | -56.987 | -63 |
992 | ecaresnet50t.a2_in1k | 224 | 12.347 | 87.653 | 40.413 | 59.587 | 25.57 | 1.000 | bicubic | -82.113 | -58.257 | -50 |
993 | resnet50d.a1_in1k | 224 | 12.347 | 87.653 | 38.773 | 61.227 | 25.58 | 1.000 | bicubic | -81.903 | -59.937 | -11 |
994 | coat_lite_tiny.in1k | 224 | 12.253 | 87.747 | 41.080 | 58.920 | 5.72 | 0.900 | bicubic | -81.007 | -57.190 | +155 |
995 | convnext_femto_ols.d1_in1k | 288 | 12.240 | 87.760 | 43.507 | 56.493 | 5.23 | 0.950 | bicubic | -81.640 | -55.103 | +58 |
996 | regnety_160.pycls_in1k | 224 | 12.187 | 87.813 | 41.120 | 58.880 | 83.59 | 0.875 | bicubic | -82.183 | -57.360 | -40 |
997 | eca_resnet33ts.ra2_in1k | 256 | 12.120 | 87.880 | 44.440 | 55.560 | 19.68 | 1.000 | bicubic | -82.170 | -54.390 | -25 |
998 | resnet50.a2_in1k | 288 | 12.053 | 87.947 | 40.093 | 59.907 | 25.56 | 1.000 | bicubic | -82.597 | -58.567 | -99 |
999 | efficientnet_em.ra2_in1k | 240 | 11.987 | 88.013 | 43.640 | 56.360 | 6.90 | 0.882 | bicubic | -81.853 | -55.170 | +61 |
1000 | resnet101s.gluon_in1k | 224 | 11.987 | 88.013 | 40.800 | 59.200 | 44.67 | 0.875 | bicubic | -82.753 | -57.870 | -130 |
1001 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 11.920 | 88.080 | 45.360 | 54.640 | 6.34 | 1.000 | bicubic | -82.660 | -53.300 | -87 |
1002 | hrnet_w64.ms_in1k | 224 | 11.920 | 88.080 | 40.760 | 59.240 | 128.06 | 0.875 | bilinear | -82.100 | -57.590 | +24 |
1003 | resnetrs101.tf_in1k | 192 | 11.907 | 88.093 | 38.787 | 61.213 | 63.62 | 0.940 | bicubic | -82.793 | -59.973 | -125 |
1004 | gcresnet33ts.ra2_in1k | 256 | 11.827 | 88.173 | 41.613 | 58.387 | 19.88 | 1.000 | bicubic | -82.643 | -57.167 | -63 |
1005 | efficientnet_b2.ra_in1k | 256 | 11.827 | 88.173 | 40.800 | 59.200 | 9.11 | 1.000 | bicubic | -82.303 | -57.660 | +3 |
1006 | resnet101.a3_in1k | 224 | 11.787 | 88.213 | 40.280 | 59.720 | 44.55 | 0.950 | bicubic | -82.263 | -58.190 | +10 |
1007 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 11.747 | 88.253 | 39.853 | 60.147 | 6.72 | 1.000 | bicubic | -81.653 | -58.647 | +122 |
1008 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 11.720 | 88.280 | 41.640 | 58.360 | 9.72 | 1.000 | bicubic | -82.640 | -57.020 | -44 |
1009 | nf_resnet50.ra2_in1k | 288 | 11.693 | 88.307 | 45.347 | 54.653 | 25.56 | 0.940 | bicubic | -82.927 | -53.453 | -103 |
1010 | ecaresnet50t.a3_in1k | 224 | 11.693 | 88.307 | 40.907 | 59.093 | 25.57 | 0.950 | bicubic | -82.707 | -57.693 | -59 |
1011 | cspdarknet53.ra_in1k | 256 | 11.667 | 88.333 | 43.187 | 56.813 | 27.64 | 0.887 | bilinear | -83.003 | -55.313 | -124 |
1012 | xception41.tf_in1k | 299 | 11.653 | 88.347 | 38.773 | 61.227 | 26.97 | 0.903 | bicubic | -81.737 | -59.607 | +119 |
1013 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 11.640 | 88.360 | 40.867 | 59.133 | 5.29 | 1.000 | bicubic | -82.230 | -57.433 | +43 |
1014 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 11.627 | 88.373 | 39.507 | 60.493 | 22.88 | 0.900 | bicubic | -80.413 | -58.723 | +257 |
1015 | gmixer_24_224.ra3_in1k | 224 | 11.627 | 88.373 | 37.267 | 62.733 | 24.72 | 0.875 | bicubic | -81.243 | -60.623 | +182 |
1016 | fbnetv3_b.ra2_in1k | 256 | 11.600 | 88.400 | 44.067 | 55.933 | 8.60 | 0.950 | bilinear | -82.400 | -54.413 | +13 |
1017 | convnextv2_femto.fcmae_ft_in1k | 288 | 11.587 | 88.413 | 40.587 | 59.413 | 5.23 | 0.950 | bicubic | -82.613 | -58.073 | -31 |
1018 | darknet53.c2ns_in1k | 256 | 11.560 | 88.440 | 41.493 | 58.507 | 41.61 | 1.000 | bicubic | -82.800 | -57.197 | -55 |
1019 | botnet26t_256.c1_in1k | 256 | 11.507 | 88.493 | 39.760 | 60.240 | 12.49 | 0.950 | bicubic | -82.013 | -58.700 | +89 |
1020 | resnetaa50.a1h_in1k | 224 | 11.480 | 88.520 | 40.613 | 59.387 | 25.56 | 1.000 | bicubic | -83.240 | -58.077 | -146 |
1021 | dla102x2.in1k | 224 | 11.467 | 88.533 | 41.133 | 58.867 | 41.28 | 0.875 | bilinear | -82.523 | -57.387 | +13 |
1022 | resnet50.ra_in1k | 288 | 11.440 | 88.560 | 41.133 | 58.867 | 25.56 | 0.950 | bicubic | -82.780 | -57.507 | -40 |
1023 | regnety_080.pycls_in1k | 224 | 11.413 | 88.587 | 40.747 | 59.253 | 39.18 | 0.875 | bicubic | -82.767 | -57.793 | -33 |
1024 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 11.387 | 88.613 | 39.573 | 60.427 | 3.05 | 1.000 | bicubic | -80.513 | -58.467 | +261 |
1025 | efficientvit_b1.r224_in1k | 224 | 11.373 | 88.627 | 39.973 | 60.027 | 9.10 | 0.950 | bicubic | -82.167 | -58.357 | +81 |
1026 | levit_128.fb_dist_in1k | 224 | 11.360 | 88.640 | 39.747 | 60.253 | 9.21 | 0.900 | bicubic | -82.030 | -58.663 | +106 |
1027 | wide_resnet50_2.tv2_in1k | 176 | 11.333 | 88.667 | 40.813 | 59.187 | 68.88 | 0.965 | bilinear | -83.027 | -57.827 | -65 |
1028 | fbnetv3_d.ra2_in1k | 224 | 11.307 | 88.693 | 41.053 | 58.947 | 10.31 | 0.950 | bilinear | -82.133 | -57.387 | +96 |
1029 | efficientnet_b2_pruned.in1k | 260 | 11.293 | 88.707 | 42.093 | 57.907 | 8.31 | 0.890 | bicubic | -82.847 | -56.417 | -23 |
1030 | lambda_resnet26t.c1_in1k | 256 | 11.293 | 88.707 | 39.960 | 60.040 | 10.96 | 0.940 | bicubic | -82.577 | -58.430 | +24 |
1031 | levit_conv_128.fb_dist_in1k | 224 | 11.293 | 88.707 | 39.720 | 60.280 | 9.21 | 0.900 | bicubic | -82.077 | -58.660 | +105 |
1032 | tf_efficientnet_el.in1k | 300 | 11.240 | 88.760 | 41.467 | 58.533 | 10.59 | 0.904 | bicubic | -83.170 | -57.233 | -84 |
1033 | seresnext26t_32x4d.bt_in1k | 288 | 11.200 | 88.800 | 40.693 | 59.307 | 16.81 | 0.950 | bicubic | -82.360 | -57.687 | +70 |
1034 | tf_efficientnetv2_b3.in1k | 240 | 11.187 | 88.813 | 39.160 | 60.840 | 14.36 | 0.904 | bicubic | -83.393 | -59.670 | -117 |
1035 | dpn92.mx_in1k | 224 | 11.120 | 88.880 | 39.253 | 60.747 | 37.67 | 0.875 | bicubic | -83.160 | -59.497 | -61 |
1036 | convnext_femto.d1_in1k | 288 | 11.107 | 88.893 | 42.573 | 57.427 | 5.22 | 0.950 | bicubic | -82.813 | -55.957 | +11 |
1037 | tf_efficientnet_b0.ns_jft_in1k | 224 | 11.093 | 88.907 | 39.907 | 60.093 | 5.29 | 0.875 | bicubic | -82.597 | -58.723 | +48 |
1038 | resnet152c.gluon_in1k | 224 | 11.053 | 88.947 | 36.787 | 63.213 | 60.21 | 0.875 | bicubic | -83.107 | -61.823 | -41 |
1039 | mobilevitv2_100.cvnets_in1k | 256 | 11.027 | 88.973 | 40.133 | 59.867 | 4.90 | 0.888 | bicubic | -82.263 | -58.117 | +107 |
1040 | xcit_tiny_12_p16_224.fb_in1k | 224 | 10.947 | 89.053 | 36.893 | 63.107 | 6.72 | 1.000 | bicubic | -81.633 | -61.357 | +186 |
1041 | inception_v3.tf_adv_in1k | 299 | 10.947 | 89.053 | 36.733 | 63.267 | 23.83 | 0.875 | bicubic | -81.943 | -61.397 | +155 |
1042 | ecaresnet26t.ra2_in1k | 256 | 10.920 | 89.080 | 40.107 | 59.893 | 16.01 | 0.950 | bicubic | -83.060 | -58.413 | -5 |
1043 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 10.920 | 89.080 | 39.400 | 60.600 | 6.36 | 1.000 | bicubic | -81.130 | -58.890 | +229 |
1044 | convnext_pico.d1_in1k | 224 | 10.907 | 89.093 | 41.227 | 58.773 | 9.05 | 0.950 | bicubic | -83.063 | -57.363 | -2 |
1045 | hrnet_w48.ms_in1k | 224 | 10.880 | 89.120 | 39.867 | 60.133 | 77.47 | 0.875 | bilinear | -83.060 | -58.733 | -1 |
1046 | darknetaa53.c2ns_in1k | 256 | 10.853 | 89.147 | 39.747 | 60.253 | 36.02 | 1.000 | bilinear | -83.317 | -58.863 | -53 |
1047 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 10.840 | 89.160 | 39.120 | 60.880 | 9.72 | 1.000 | bicubic | -83.140 | -59.630 | -11 |
1048 | halonet26t.a1h_in1k | 256 | 10.840 | 89.160 | 38.653 | 61.347 | 12.48 | 0.950 | bicubic | -83.210 | -59.847 | -29 |
1049 | regnety_008_tv.tv2_in1k | 224 | 10.827 | 89.173 | 40.613 | 59.387 | 6.43 | 0.965 | bicubic | -82.863 | -57.877 | +35 |
1050 | nf_regnet_b1.ra2_in1k | 256 | 10.827 | 89.173 | 40.480 | 59.520 | 10.22 | 0.900 | bicubic | -82.613 | -58.110 | +74 |
1051 | tf_efficientnetv2_b2.in1k | 260 | 10.827 | 89.173 | 39.480 | 60.520 | 10.10 | 0.890 | bicubic | -83.613 | -59.120 | -107 |
1052 | inception_v3.tf_in1k | 299 | 10.827 | 89.173 | 36.667 | 63.333 | 23.83 | 0.875 | bicubic | -82.523 | -61.953 | +87 |
1053 | mobileone_s4.apple_in1k | 224 | 10.787 | 89.213 | 38.453 | 61.547 | 14.95 | 0.900 | bilinear | -82.983 | -59.797 | +21 |
1054 | resnet152.tv2_in1k | 176 | 10.760 | 89.240 | 35.373 | 64.627 | 60.19 | 0.965 | bilinear | -83.260 | -63.257 | -28 |
1055 | dpn107.mx_in1k | 224 | 10.747 | 89.253 | 38.040 | 61.960 | 86.92 | 0.875 | bicubic | -83.623 | -60.790 | -96 |
1056 | resnet34d.ra2_in1k | 288 | 10.707 | 89.293 | 38.987 | 61.013 | 21.82 | 0.950 | bicubic | -82.943 | -59.523 | +34 |
1057 | mobilenet_edgetpu_v2_m | 224 | 10.680 | 89.320 | 41.320 | 58.680 | 8.46 | 0.950 | bicubic | -83.650 | -57.320 | -90 |
1058 | seresnext26d_32x4d.bt_in1k | 288 | 10.627 | 89.373 | 40.960 | 59.040 | 16.81 | 0.950 | bicubic | -82.783 | -57.390 | +70 |
1059 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 10.600 | 89.400 | 37.947 | 62.053 | 3.05 | 1.000 | bicubic | -81.510 | -60.223 | +207 |
1060 | resnet50d.ra2_in1k | 224 | 10.573 | 89.427 | 40.187 | 59.813 | 25.58 | 0.950 | bicubic | -83.797 | -58.443 | -102 |
1061 | ecaresnet50d_pruned.miil_in1k | 224 | 10.560 | 89.440 | 39.773 | 60.227 | 19.94 | 0.950 | bicubic | -83.800 | -58.987 | -100 |
1062 | resnet50.c2_in1k | 224 | 10.453 | 89.547 | 38.720 | 61.280 | 25.56 | 1.000 | bicubic | -83.737 | -59.930 | -73 |
1063 | tf_efficientnet_b2.ap_in1k | 260 | 10.427 | 89.573 | 39.720 | 60.280 | 9.11 | 0.890 | bicubic | -84.083 | -58.940 | -130 |
1064 | repvit_m0_9.dist_450e_in1k | 224 | 10.347 | 89.653 | 40.027 | 59.973 | 5.49 | 0.950 | bicubic | -83.263 | -58.143 | +32 |
1065 | dpn131.mx_in1k | 224 | 10.347 | 89.653 | 36.653 | 63.347 | 79.25 | 0.875 | bicubic | -83.683 | -62.057 | -42 |
1066 | hrnet_w44.ms_in1k | 224 | 10.320 | 89.680 | 39.320 | 60.680 | 67.06 | 0.875 | bilinear | -83.280 | -59.370 | +33 |
1067 | densenetblur121d.ra_in1k | 288 | 10.307 | 89.693 | 39.507 | 60.493 | 8.00 | 0.950 | bicubic | -82.323 | -58.583 | +154 |
1068 | seresnet50.a1_in1k | 224 | 10.307 | 89.693 | 36.973 | 63.027 | 28.09 | 1.000 | bicubic | -83.683 | -61.587 | -33 |
1069 | resnetv2_50.a1h_in1k | 224 | 10.293 | 89.707 | 38.040 | 61.960 | 25.55 | 1.000 | bicubic | -84.097 | -60.590 | -117 |
1070 | rexnet_130.nav_in1k | 224 | 10.280 | 89.720 | 41.440 | 58.560 | 7.56 | 0.875 | bicubic | -83.620 | -56.960 | -19 |
1071 | xcit_nano_12_p8_224.fb_in1k | 224 | 10.200 | 89.800 | 37.120 | 62.880 | 3.05 | 1.000 | bicubic | -80.770 | -60.670 | +256 |
1072 | regnetx_160.pycls_in1k | 224 | 10.147 | 89.853 | 38.053 | 61.947 | 54.28 | 0.875 | bicubic | -84.003 | -60.617 | -70 |
1073 | resnext101_32x8d.tv_in1k | 224 | 10.133 | 89.867 | 37.733 | 62.267 | 88.79 | 0.875 | bilinear | -83.677 | -60.767 | -6 |
1074 | convnext_pico_ols.d1_in1k | 224 | 10.093 | 89.907 | 39.787 | 60.213 | 9.06 | 1.000 | bicubic | -84.007 | -58.753 | -63 |
1075 | resnetrs50.tf_in1k | 224 | 10.080 | 89.920 | 37.267 | 62.733 | 35.69 | 0.910 | bicubic | -84.210 | -61.373 | -102 |
1076 | regnety_064.pycls_in1k | 224 | 10.027 | 89.973 | 38.960 | 61.040 | 30.58 | 0.875 | bicubic | -84.133 | -59.770 | -81 |
1077 | lambda_resnet26rpt_256.c1_in1k | 256 | 10.027 | 89.973 | 37.560 | 62.440 | 10.99 | 0.940 | bicubic | -83.703 | -61.030 | +5 |
1078 | dpn98.mx_in1k | 224 | 9.987 | 90.013 | 35.973 | 64.027 | 61.57 | 0.875 | bicubic | -84.173 | -62.747 | -79 |
1079 | resnet33ts.ra2_in1k | 288 | 9.960 | 90.040 | 39.293 | 60.707 | 19.68 | 1.000 | bicubic | -84.200 | -59.297 | -81 |
1080 | legacy_xception.tf_in1k | 299 | 9.947 | 90.053 | 37.960 | 62.040 | 22.86 | 0.897 | bicubic | -83.523 | -60.570 | +37 |
1081 | efficientnet_b1.ft_in1k | 256 | 9.947 | 90.053 | 37.307 | 62.693 | 7.79 | 1.000 | bicubic | -83.333 | -60.933 | +68 |
1082 | resnext50_32x4d.a3_in1k | 224 | 9.907 | 90.093 | 37.613 | 62.387 | 25.03 | 0.950 | bicubic | -83.743 | -60.957 | +9 |
1083 | legacy_seresnext50_32x4d.in1k | 224 | 9.893 | 90.107 | 38.960 | 61.040 | 27.56 | 0.875 | bilinear | -83.837 | -59.530 | -3 |
1084 | inception_v3.tv_in1k | 299 | 9.867 | 90.133 | 35.040 | 64.960 | 23.83 | 0.875 | bicubic | -82.893 | -62.930 | +125 |
1085 | resnet152.gluon_in1k | 224 | 9.747 | 90.253 | 35.920 | 64.080 | 60.19 | 0.875 | bicubic | -84.413 | -62.710 | -84 |
1086 | tf_efficientnet_b2.aa_in1k | 260 | 9.693 | 90.307 | 38.907 | 61.093 | 9.11 | 0.890 | bicubic | -84.707 | -59.783 | -135 |
1087 | resnet50.a1_in1k | 224 | 9.680 | 90.320 | 36.493 | 63.507 | 25.56 | 1.000 | bicubic | -84.440 | -61.997 | -78 |
1088 | seresnet50.a2_in1k | 224 | 9.613 | 90.387 | 36.640 | 63.360 | 28.09 | 1.000 | bicubic | -84.257 | -61.970 | -31 |
1089 | tf_efficientnet_cc_b1_8e.in1k | 240 | 9.600 | 90.400 | 36.987 | 63.013 | 39.72 | 0.882 | bicubic | -84.310 | -61.283 | -40 |
1090 | tf_efficientnet_lite3.in1k | 300 | 9.587 | 90.413 | 39.067 | 60.933 | 8.20 | 0.904 | bilinear | -84.613 | -59.273 | -103 |
1091 | convnextv2_femto.fcmae_ft_in1k | 224 | 9.507 | 90.493 | 37.147 | 62.853 | 5.23 | 0.950 | bicubic | -83.723 | -61.293 | +58 |
1092 | resnet50d.a2_in1k | 224 | 9.507 | 90.493 | 36.027 | 63.973 | 25.58 | 1.000 | bicubic | -84.513 | -62.313 | -63 |
1093 | fbnetv3_b.ra2_in1k | 224 | 9.493 | 90.507 | 38.840 | 61.160 | 8.60 | 0.950 | bilinear | -83.807 | -59.610 | +51 |
1094 | resnet101.tv2_in1k | 176 | 9.493 | 90.507 | 34.320 | 65.680 | 44.55 | 0.965 | bilinear | -84.267 | -64.040 | -18 |
1095 | resnext50d_32x4d.bt_in1k | 224 | 9.440 | 90.560 | 37.827 | 62.173 | 25.05 | 0.950 | bicubic | -84.600 | -60.673 | -76 |
1096 | res2net101_26w_4s.in1k | 224 | 9.440 | 90.560 | 34.347 | 65.653 | 45.21 | 0.875 | bilinear | -84.300 | -63.973 | -17 |
1097 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 9.413 | 90.587 | 36.107 | 63.893 | 5.29 | 1.000 | bicubic | -83.627 | -62.103 | +78 |
1098 | resnet50.ram_in1k | 288 | 9.413 | 90.587 | 35.373 | 64.627 | 25.56 | 0.950 | bicubic | -85.107 | -63.587 | -166 |
1099 | resnext50_32x4d.ra_in1k | 224 | 9.347 | 90.653 | 38.000 | 62.000 | 25.03 | 0.950 | bicubic | -84.693 | -60.370 | -79 |
1100 | nf_resnet50.ra2_in1k | 256 | 9.320 | 90.680 | 40.347 | 59.653 | 25.56 | 0.940 | bicubic | -84.840 | -58.113 | -105 |
1101 | cspresnet50.ra_in1k | 256 | 9.267 | 90.733 | 39.600 | 60.400 | 21.62 | 0.887 | bilinear | -84.533 | -59.030 | -32 |
1102 | resnext50_32x4d.a2_in1k | 224 | 9.253 | 90.747 | 35.747 | 64.253 | 25.03 | 1.000 | bicubic | -84.737 | -62.483 | -66 |
1103 | resnet34.a1_in1k | 288 | 9.253 | 90.747 | 34.533 | 65.467 | 21.80 | 1.000 | bicubic | -83.847 | -63.767 | +66 |
1104 | legacy_seresnet152.in1k | 224 | 9.240 | 90.760 | 37.053 | 62.947 | 66.82 | 0.875 | bilinear | -84.210 | -61.307 | +18 |
1105 | resnet50.c1_in1k | 224 | 9.227 | 90.773 | 36.480 | 63.520 | 25.56 | 1.000 | bicubic | -84.943 | -62.110 | -111 |
1106 | repvit_m0_9.dist_300e_in1k | 224 | 9.173 | 90.827 | 38.347 | 61.653 | 5.49 | 0.950 | bicubic | -84.257 | -60.383 | +19 |
1107 | hrnet_w40.ms_in1k | 224 | 9.147 | 90.853 | 36.653 | 63.347 | 57.56 | 0.875 | bilinear | -84.343 | -61.837 | +7 |
1108 | resnet50.d_in1k | 224 | 9.120 | 90.880 | 34.307 | 65.693 | 25.56 | 1.000 | bicubic | -84.810 | -64.033 | -63 |
1109 | dpn68b.ra_in1k | 224 | 9.120 | 90.880 | 31.907 | 68.093 | 12.61 | 1.000 | bicubic | -83.970 | -66.563 | +63 |
1110 | regnetx_120.pycls_in1k | 224 | 9.093 | 90.907 | 36.907 | 63.093 | 46.11 | 0.875 | bicubic | -85.147 | -61.743 | -129 |
1111 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 9.080 | 90.920 | 34.133 | 65.867 | 5.72 | 0.900 | bicubic | -82.690 | -63.907 | +182 |
1112 | resnet32ts.ra2_in1k | 288 | 9.040 | 90.960 | 38.107 | 61.893 | 17.96 | 1.000 | bicubic | -84.790 | -60.553 | -50 |
1113 | resnext50_32x4d.gluon_in1k | 224 | 9.040 | 90.960 | 36.213 | 63.787 | 25.03 | 0.875 | bicubic | -84.790 | -62.197 | -48 |
1114 | vit_base_patch16_224.sam_in1k | 224 | 9.013 | 90.987 | 36.053 | 63.947 | 86.57 | 0.900 | bicubic | -85.137 | -62.667 | -110 |
1115 | resnest26d.gluon_in1k | 224 | 9.000 | 91.000 | 37.533 | 62.467 | 17.07 | 0.875 | bilinear | -84.390 | -60.637 | +15 |
1116 | regnety_040.pycls_in1k | 224 | 9.000 | 91.000 | 37.120 | 62.880 | 20.65 | 0.875 | bicubic | -84.860 | -61.520 | -57 |
1117 | crossvit_tiny_240.in1k | 240 | 8.933 | 91.067 | 34.293 | 65.707 | 7.01 | 0.875 | bicubic | -81.297 | -63.317 | +235 |
1118 | bat_resnext26ts.ch_in1k | 256 | 8.920 | 91.080 | 36.000 | 64.000 | 10.73 | 0.900 | bicubic | -84.400 | -62.350 | +26 |
1119 | mixnet_l.ft_in1k | 224 | 8.867 | 91.133 | 36.253 | 63.747 | 7.33 | 0.875 | bicubic | -84.553 | -61.977 | +8 |
1120 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 8.827 | 91.173 | 39.133 | 60.867 | 6.00 | 1.000 | bicubic | -84.783 | -59.577 | -24 |
1121 | gcresnext26ts.ch_in1k | 288 | 8.813 | 91.187 | 36.733 | 63.267 | 10.48 | 1.000 | bicubic | -84.377 | -61.557 | +34 |
1122 | efficientvit_m5.r224_in1k | 224 | 8.800 | 91.200 | 34.440 | 65.560 | 12.47 | 0.875 | bicubic | -83.640 | -63.900 | +120 |
1123 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 8.787 | 91.213 | 38.440 | 61.560 | 6.34 | 1.000 | bicubic | -84.763 | -60.320 | -19 |
1124 | rexnet_100.nav_in1k | 224 | 8.787 | 91.213 | 36.227 | 63.773 | 4.80 | 0.875 | bicubic | -84.253 | -61.923 | +52 |
1125 | resnet50d.a3_in1k | 224 | 8.773 | 91.227 | 36.600 | 63.400 | 25.58 | 0.950 | bicubic | -84.747 | -61.720 | -18 |
1126 | hrnet_w18.ms_aug_in1k | 224 | 8.747 | 91.253 | 39.013 | 60.987 | 21.30 | 0.950 | bilinear | -84.763 | -59.347 | -17 |
1127 | convit_tiny.fb_in1k | 224 | 8.693 | 91.307 | 34.040 | 65.960 | 5.71 | 0.875 | bicubic | -81.927 | -63.700 | +215 |
1128 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 8.693 | 91.307 | 32.467 | 67.533 | 5.48 | 0.875 | bilinear | -83.557 | -65.183 | +130 |
1129 | hrnet_w30.ms_in1k | 224 | 8.667 | 91.333 | 37.067 | 62.933 | 37.71 | 0.875 | bilinear | -84.533 | -61.343 | +24 |
1130 | resnet50.bt_in1k | 288 | 8.640 | 91.360 | 38.413 | 61.587 | 25.56 | 0.950 | bicubic | -85.670 | -60.137 | -161 |
1131 | levit_128s.fb_dist_in1k | 224 | 8.627 | 91.373 | 32.827 | 67.173 | 7.78 | 0.900 | bicubic | -83.313 | -65.243 | +151 |
1132 | levit_conv_128s.fb_dist_in1k | 224 | 8.627 | 91.373 | 32.827 | 67.173 | 7.78 | 0.900 | bicubic | -83.313 | -65.243 | +151 |
1133 | ghostnetv2_160.in1k | 224 | 8.613 | 91.387 | 36.533 | 63.467 | 12.39 | 0.875 | bicubic | -84.397 | -61.877 | +48 |
1134 | resnet50.tv2_in1k | 176 | 8.600 | 91.400 | 36.000 | 64.000 | 25.56 | 0.965 | bilinear | -85.330 | -62.570 | -89 |
1135 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 8.573 | 91.427 | 39.133 | 60.867 | 6.00 | 1.000 | bicubic | -85.257 | -59.627 | -73 |
1136 | repvit_m1.dist_in1k | 224 | 8.547 | 91.453 | 36.800 | 63.200 | 5.49 | 0.950 | bicubic | -84.773 | -61.620 | +7 |
1137 | eca_resnext26ts.ch_in1k | 288 | 8.547 | 91.453 | 36.427 | 63.573 | 10.30 | 1.000 | bicubic | -84.553 | -62.003 | +31 |
1138 | dla169.in1k | 224 | 8.453 | 91.547 | 35.960 | 64.040 | 53.39 | 0.875 | bilinear | -84.877 | -62.640 | +1 |
1139 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 8.427 | 91.573 | 37.800 | 62.200 | 6.34 | 1.000 | bicubic | -85.043 | -60.910 | -22 |
1140 | mixer_b16_224.goog_in21k_ft_in1k | 224 | 8.427 | 91.573 | 29.267 | 70.733 | 59.88 | 0.875 | bicubic | -83.433 | -67.933 | +148 |
1141 | tf_efficientnet_b2.in1k | 260 | 8.400 | 91.600 | 36.333 | 63.667 | 9.11 | 0.890 | bicubic | -85.730 | -62.107 | -135 |
1142 | tf_efficientnet_b1.ap_in1k | 240 | 8.400 | 91.600 | 35.133 | 64.867 | 7.79 | 0.882 | bicubic | -85.340 | -63.397 | -63 |
1143 | convnext_atto_ols.a2_in1k | 288 | 8.400 | 91.600 | 34.787 | 65.213 | 3.70 | 0.950 | bicubic | -84.690 | -63.293 | +27 |
1144 | resnet50.a1h_in1k | 176 | 8.360 | 91.640 | 33.707 | 66.293 | 25.56 | 1.000 | bicubic | -85.360 | -64.693 | -60 |
1145 | repvgg_b2.rvgg_in1k | 224 | 8.280 | 91.720 | 36.027 | 63.973 | 89.02 | 0.875 | bilinear | -85.220 | -62.713 | -32 |
1146 | legacy_seresnet101.in1k | 224 | 8.280 | 91.720 | 35.560 | 64.440 | 49.33 | 0.875 | bilinear | -85.060 | -62.930 | -8 |
1147 | ese_vovnet19b_dw.ra_in1k | 288 | 8.213 | 91.787 | 37.173 | 62.827 | 6.54 | 0.950 | bicubic | -84.957 | -61.097 | +12 |
1148 | crossvit_9_240.in1k | 240 | 8.200 | 91.800 | 34.107 | 65.893 | 8.55 | 0.875 | bicubic | -82.460 | -63.593 | +190 |
1149 | dla102x.in1k | 224 | 8.173 | 91.827 | 36.853 | 63.147 | 26.31 | 0.875 | bilinear | -85.317 | -61.737 | -33 |
1150 | seresnext26d_32x4d.bt_in1k | 224 | 8.147 | 91.853 | 34.693 | 65.307 | 16.81 | 0.950 | bicubic | -84.753 | -63.517 | +44 |
1151 | resmlp_12_224.fb_distilled_in1k | 224 | 8.107 | 91.893 | 36.627 | 63.373 | 15.35 | 0.875 | bicubic | -84.713 | -61.503 | +50 |
1152 | seresnext26t_32x4d.bt_in1k | 224 | 8.080 | 91.920 | 35.320 | 64.680 | 16.81 | 0.950 | bicubic | -85.060 | -62.960 | +11 |
1153 | cs3darknet_m.c2ns_in1k | 288 | 7.947 | 92.053 | 36.240 | 63.760 | 9.31 | 0.950 | bicubic | -85.403 | -61.800 | -17 |
1154 | hrnet_w32.ms_in1k | 224 | 7.933 | 92.067 | 37.253 | 62.747 | 41.23 | 0.875 | bilinear | -85.577 | -61.347 | -43 |
1155 | seresnext26ts.ch_in1k | 288 | 7.920 | 92.080 | 35.973 | 64.027 | 10.39 | 1.000 | bicubic | -85.060 | -62.167 | +28 |
1156 | poolformerv2_s12.sail_in1k | 224 | 7.907 | 92.093 | 34.467 | 65.533 | 11.89 | 1.000 | bicubic | -85.033 | -63.893 | +31 |
1157 | resnet50.b2k_in1k | 224 | 7.907 | 92.093 | 34.267 | 65.733 | 25.56 | 1.000 | bicubic | -86.123 | -64.293 | -133 |
1158 | resnet101c.gluon_in1k | 224 | 7.880 | 92.120 | 32.920 | 67.080 | 44.57 | 0.875 | bicubic | -85.800 | -65.520 | -71 |
1159 | vit_base_patch32_224.augreg_in1k | 224 | 7.867 | 92.133 | 30.400 | 69.600 | 88.22 | 0.900 | bicubic | -83.313 | -67.510 | +157 |
1160 | repghostnet_200.in1k | 224 | 7.853 | 92.147 | 36.747 | 63.253 | 9.80 | 0.875 | bicubic | -85.657 | -61.693 | -51 |
1161 | resnet26t.ra2_in1k | 320 | 7.853 | 92.147 | 36.320 | 63.680 | 16.01 | 1.000 | bicubic | -85.327 | -62.180 | -6 |
1162 | res2net50_26w_8s.in1k | 224 | 7.853 | 92.147 | 33.693 | 66.307 | 48.40 | 0.875 | bilinear | -85.537 | -64.917 | -27 |
1163 | resnet50d.gluon_in1k | 224 | 7.813 | 92.187 | 34.760 | 65.240 | 25.58 | 0.875 | bicubic | -85.977 | -63.670 | -92 |
1164 | efficientformerv2_s0.snap_dist_in1k | 224 | 7.800 | 92.200 | 32.947 | 67.053 | 3.60 | 0.950 | bicubic | -84.150 | -64.943 | +116 |
1165 | mobilevitv2_075.cvnets_in1k | 256 | 7.773 | 92.227 | 33.400 | 66.600 | 2.87 | 0.888 | bicubic | -83.937 | -64.430 | +134 |
1166 | dla60_res2next.in1k | 224 | 7.760 | 92.240 | 34.667 | 65.333 | 17.03 | 0.875 | bilinear | -85.420 | -63.743 | -10 |
1167 | gcresnext26ts.ch_in1k | 256 | 7.760 | 92.240 | 33.280 | 66.720 | 10.48 | 1.000 | bicubic | -84.970 | -64.900 | +47 |
1168 | fastvit_t8.apple_dist_in1k | 256 | 7.747 | 92.253 | 34.427 | 65.573 | 4.03 | 0.900 | bicubic | -84.793 | -63.603 | +65 |
1169 | tf_efficientnetv2_b1.in1k | 240 | 7.733 | 92.267 | 34.333 | 65.667 | 8.14 | 0.882 | bicubic | -86.227 | -64.297 | -126 |
1170 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 7.720 | 92.280 | 33.507 | 66.493 | 5.91 | 0.900 | bicubic | -83.020 | -64.073 | +167 |
1171 | mobilevit_xs.cvnets_in1k | 256 | 7.707 | 92.293 | 32.587 | 67.413 | 2.32 | 0.900 | bicubic | -83.133 | -65.313 | +161 |
1172 | regnety_032.pycls_in1k | 224 | 7.667 | 92.333 | 34.093 | 65.907 | 19.44 | 0.875 | bicubic | -85.793 | -64.527 | -51 |
1173 | resnet33ts.ra2_in1k | 256 | 7.653 | 92.347 | 35.000 | 65.000 | 19.68 | 1.000 | bicubic | -86.087 | -63.370 | -96 |
1174 | convnextv2_atto.fcmae_ft_in1k | 288 | 7.640 | 92.360 | 32.680 | 67.320 | 3.71 | 0.950 | bicubic | -85.330 | -65.380 | +11 |
1175 | efficientnet_b1.ft_in1k | 224 | 7.613 | 92.387 | 31.693 | 68.307 | 7.79 | 1.000 | bicubic | -84.907 | -66.197 | +59 |
1176 | resnet50.b1k_in1k | 224 | 7.573 | 92.427 | 33.920 | 66.080 | 25.56 | 1.000 | bicubic | -86.427 | -64.710 | -146 |
1177 | convnext_atto.d2_in1k | 288 | 7.547 | 92.453 | 34.773 | 65.227 | 3.70 | 0.950 | bicubic | -85.223 | -63.277 | +28 |
1178 | dla60_res2net.in1k | 224 | 7.547 | 92.453 | 34.573 | 65.427 | 20.85 | 0.875 | bilinear | -85.603 | -63.837 | -16 |
1179 | tf_efficientnetv2_b2.in1k | 208 | 7.547 | 92.453 | 32.947 | 67.053 | 10.10 | 0.890 | bicubic | -86.273 | -65.713 | -112 |
1180 | convnext_femto_ols.d1_in1k | 224 | 7.453 | 92.547 | 35.013 | 64.987 | 5.23 | 0.950 | bicubic | -85.407 | -63.357 | +17 |
1181 | resnet152.a3_in1k | 160 | 7.400 | 92.600 | 31.573 | 68.427 | 60.19 | 0.950 | bicubic | -86.230 | -66.817 | -86 |
1182 | hardcorenas_e.miil_green_in1k | 224 | 7.373 | 92.627 | 33.347 | 66.653 | 8.07 | 0.875 | bilinear | -85.197 | -64.783 | +46 |
1183 | regnetx_064.pycls_in1k | 224 | 7.360 | 92.640 | 34.293 | 65.707 | 26.21 | 0.875 | bicubic | -86.540 | -64.337 | -133 |
1184 | resnet34.a2_in1k | 288 | 7.333 | 92.667 | 31.867 | 68.133 | 21.80 | 1.000 | bicubic | -85.417 | -66.113 | +27 |
1185 | wide_resnet101_2.tv_in1k | 224 | 7.320 | 92.680 | 33.733 | 66.267 | 126.89 | 0.875 | bilinear | -86.430 | -64.797 | -109 |
1186 | efficientnet_b1_pruned.in1k | 240 | 7.293 | 92.707 | 34.387 | 65.613 | 6.33 | 0.882 | bicubic | -85.497 | -63.653 | +17 |
1187 | eca_resnext26ts.ch_in1k | 256 | 7.280 | 92.720 | 33.200 | 66.800 | 10.30 | 1.000 | bicubic | -85.390 | -64.880 | +30 |
1188 | resnext50_32x4d.tv2_in1k | 176 | 7.280 | 92.720 | 31.827 | 68.173 | 25.03 | 0.965 | bilinear | -86.330 | -66.683 | -89 |
1189 | resnetblur50.bt_in1k | 224 | 7.227 | 92.773 | 35.120 | 64.880 | 25.56 | 0.950 | bicubic | -86.753 | -63.230 | -153 |
1190 | regnetx_008.tv2_in1k | 224 | 7.227 | 92.773 | 34.173 | 65.827 | 7.26 | 0.965 | bicubic | -85.363 | -64.007 | +36 |
1191 | efficientnet_b0.ra_in1k | 224 | 7.227 | 92.773 | 33.933 | 66.067 | 5.29 | 0.875 | bicubic | -85.443 | -64.247 | +30 |
1192 | resnet50.a2_in1k | 224 | 7.227 | 92.773 | 31.867 | 68.133 | 25.56 | 1.000 | bicubic | -86.643 | -66.733 | -133 |
1193 | resnet101.gluon_in1k | 224 | 7.213 | 92.787 | 32.720 | 67.280 | 44.55 | 0.875 | bicubic | -86.517 | -65.680 | -112 |
1194 | deit_tiny_patch16_224.fb_in1k | 224 | 7.213 | 92.787 | 30.627 | 69.373 | 5.72 | 0.900 | bicubic | -82.457 | -66.853 | +172 |
1195 | densenet121.ra_in1k | 288 | 7.200 | 92.800 | 35.293 | 64.707 | 7.98 | 0.950 | bicubic | -85.350 | -62.897 | +35 |
1196 | resnet32ts.ra2_in1k | 256 | 7.200 | 92.800 | 33.547 | 66.453 | 17.96 | 1.000 | bicubic | -86.430 | -64.683 | -103 |
1197 | tf_efficientnet_b1.aa_in1k | 240 | 7.160 | 92.840 | 33.027 | 66.973 | 7.79 | 0.882 | bicubic | -86.350 | -65.503 | -85 |
1198 | tf_efficientnet_cc_b0_8e.in1k | 224 | 7.147 | 92.853 | 32.053 | 67.947 | 24.01 | 0.875 | bicubic | -85.683 | -66.197 | +1 |
1199 | resnet50s.gluon_in1k | 224 | 7.120 | 92.880 | 33.133 | 66.867 | 25.68 | 0.875 | bicubic | -86.550 | -65.327 | -110 |
1200 | tf_mixnet_l.in1k | 224 | 7.093 | 92.907 | 31.560 | 68.440 | 7.33 | 0.875 | bicubic | -86.197 | -66.470 | -54 |
1201 | edgenext_x_small.in1k | 288 | 7.093 | 92.907 | 30.600 | 69.400 | 2.34 | 1.000 | bicubic | -84.627 | -66.990 | +98 |
1202 | resmlp_12_224.fb_in1k | 224 | 7.067 | 92.933 | 33.867 | 66.133 | 15.35 | 0.875 | bicubic | -85.143 | -64.283 | +58 |
1203 | densenetblur121d.ra_in1k | 224 | 7.053 | 92.947 | 31.987 | 68.013 | 8.00 | 0.950 | bicubic | -85.017 | -65.973 | +67 |
1204 | convmixer_1024_20_ks9_p14.in1k | 224 | 7.013 | 92.987 | 32.720 | 67.280 | 24.38 | 0.960 | bicubic | -85.417 | -65.560 | +40 |
1205 | hardcorenas_f.miil_green_in1k | 224 | 6.973 | 93.027 | 33.947 | 66.053 | 8.20 | 0.875 | bilinear | -86.007 | -64.503 | -21 |
1206 | cs3darknet_focus_m.c2ns_in1k | 288 | 6.947 | 93.053 | 34.333 | 65.667 | 9.30 | 0.950 | bicubic | -86.043 | -64.027 | -24 |
1207 | pit_ti_distilled_224.in1k | 224 | 6.907 | 93.093 | 30.773 | 69.227 | 5.10 | 0.900 | bicubic | -83.893 | -66.857 | +126 |
1208 | fastvit_t8.apple_in1k | 256 | 6.800 | 93.200 | 33.453 | 66.547 | 4.03 | 0.900 | bicubic | -85.340 | -64.437 | +57 |
1209 | mixnet_m.ft_in1k | 224 | 6.707 | 93.293 | 32.040 | 67.960 | 5.01 | 0.875 | bicubic | -85.733 | -66.010 | +34 |
1210 | convnext_femto.d1_in1k | 224 | 6.667 | 93.333 | 33.213 | 66.787 | 5.22 | 0.950 | bicubic | -86.063 | -65.057 | +2 |
1211 | dpn68b.mx_in1k | 224 | 6.667 | 93.333 | 32.880 | 67.120 | 12.61 | 0.875 | bicubic | -86.153 | -65.270 | -11 |
1212 | ghostnetv2_130.in1k | 224 | 6.667 | 93.333 | 32.613 | 67.387 | 8.96 | 0.875 | bicubic | -85.653 | -65.457 | +39 |
1213 | selecsls60b.in1k | 224 | 6.653 | 93.347 | 33.053 | 66.947 | 32.77 | 0.875 | bicubic | -86.677 | -65.217 | -73 |
1214 | resnet50.ra_in1k | 224 | 6.653 | 93.347 | 32.907 | 67.093 | 25.56 | 0.950 | bicubic | -86.817 | -65.603 | -93 |
1215 | tinynet_a.in1k | 192 | 6.653 | 93.347 | 32.707 | 67.293 | 6.19 | 0.875 | bicubic | -85.807 | -65.373 | +24 |
1216 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 6.640 | 93.360 | 33.013 | 66.987 | 6.00 | 1.000 | bicubic | -85.800 | -64.847 | +24 |
1217 | efficientnet_es.ra_in1k | 224 | 6.627 | 93.373 | 34.347 | 65.653 | 5.44 | 0.875 | bicubic | -86.573 | -63.993 | -65 |
1218 | mobileone_s3.apple_in1k | 224 | 6.600 | 93.400 | 32.000 | 68.000 | 10.17 | 0.900 | bilinear | -86.310 | -66.180 | -26 |
1219 | poolformer_s12.sail_in1k | 224 | 6.587 | 93.413 | 34.187 | 65.813 | 11.92 | 0.900 | bicubic | -86.043 | -64.003 | +3 |
1220 | res2net50_26w_6s.in1k | 224 | 6.547 | 93.453 | 31.493 | 68.507 | 37.05 | 0.875 | bilinear | -86.873 | -66.767 | -94 |
1221 | hardcorenas_d.miil_green_in1k | 224 | 6.533 | 93.467 | 32.133 | 67.867 | 7.50 | 0.875 | bilinear | -85.927 | -65.887 | +18 |
1222 | legacy_seresnext26_32x4d.in1k | 224 | 6.520 | 93.480 | 33.027 | 66.973 | 16.79 | 0.875 | bicubic | -86.120 | -65.083 | -2 |
1223 | dla60x.in1k | 224 | 6.453 | 93.547 | 33.973 | 66.027 | 17.35 | 0.875 | bilinear | -86.647 | -64.517 | -56 |
1224 | tf_efficientnet_b1.in1k | 240 | 6.440 | 93.560 | 32.133 | 67.867 | 7.79 | 0.882 | bicubic | -86.630 | -66.147 | -51 |
1225 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 6.427 | 93.573 | 32.827 | 67.173 | 6.00 | 1.000 | bicubic | -86.253 | -65.163 | -10 |
1226 | regnetx_080.pycls_in1k | 224 | 6.427 | 93.573 | 32.347 | 67.653 | 39.57 | 0.875 | bicubic | -87.423 | -66.173 | -166 |
1227 | repghostnet_150.in1k | 224 | 6.427 | 93.573 | 32.133 | 67.867 | 6.58 | 0.875 | bicubic | -85.943 | -65.927 | +21 |
1228 | ese_vovnet19b_dw.ra_in1k | 224 | 6.413 | 93.587 | 31.973 | 68.027 | 6.54 | 0.950 | bicubic | -86.007 | -66.067 | +16 |
1229 | skresnet34.ra_in1k | 224 | 6.413 | 93.587 | 31.493 | 68.507 | 22.28 | 0.875 | bicubic | -85.967 | -66.647 | +19 |
1230 | regnety_004.tv2_in1k | 224 | 6.373 | 93.627 | 30.427 | 69.573 | 4.34 | 0.965 | bicubic | -85.247 | -67.483 | +70 |
1231 | repvgg_b1.rvgg_in1k | 224 | 6.333 | 93.667 | 33.600 | 66.400 | 57.42 | 0.875 | bilinear | -86.997 | -64.910 | -92 |
1232 | resnet50.a3_in1k | 224 | 6.333 | 93.667 | 31.547 | 68.453 | 25.56 | 0.950 | bicubic | -86.437 | -66.863 | -25 |
1233 | ecaresnet50t.a3_in1k | 160 | 6.293 | 93.707 | 30.373 | 69.627 | 25.57 | 0.950 | bicubic | -86.777 | -67.917 | -59 |
1234 | convnextv2_atto.fcmae_ft_in1k | 224 | 6.240 | 93.760 | 29.133 | 70.867 | 3.71 | 0.950 | bicubic | -85.740 | -68.757 | +43 |
1235 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 6.227 | 93.773 | 31.520 | 68.480 | 11.69 | 0.875 | bilinear | -84.433 | -66.220 | +103 |
1236 | edgenext_x_small.in1k | 256 | 6.227 | 93.773 | 28.253 | 71.747 | 2.34 | 1.000 | bicubic | -84.803 | -69.167 | +86 |
1237 | resnet101.a3_in1k | 160 | 6.200 | 93.800 | 28.880 | 71.120 | 44.55 | 0.950 | bicubic | -86.840 | -69.310 | -60 |
1238 | seresnext26ts.ch_in1k | 256 | 6.133 | 93.867 | 32.467 | 67.533 | 10.39 | 1.000 | bicubic | -86.457 | -65.793 | -13 |
1239 | legacy_seresnet50.in1k | 224 | 6.120 | 93.880 | 32.360 | 67.640 | 28.09 | 0.875 | bilinear | -86.830 | -65.850 | -52 |
1240 | pit_ti_224.in1k | 224 | 6.120 | 93.880 | 30.107 | 69.893 | 4.85 | 0.900 | bicubic | -83.820 | -67.333 | +118 |
1241 | resnet26d.bt_in1k | 288 | 6.107 | 93.893 | 32.760 | 67.240 | 16.01 | 0.950 | bicubic | -86.383 | -65.460 | -5 |
1242 | resnet152.tv_in1k | 224 | 6.053 | 93.947 | 31.467 | 68.533 | 60.19 | 0.875 | bilinear | -87.277 | -66.913 | -101 |
1243 | tf_efficientnet_cc_b0_4e.in1k | 224 | 5.987 | 94.013 | 29.520 | 70.480 | 13.31 | 0.875 | bicubic | -86.643 | -68.720 | -20 |
1244 | resnet34d.ra2_in1k | 224 | 5.947 | 94.053 | 29.960 | 70.040 | 21.82 | 0.950 | bicubic | -86.833 | -68.340 | -40 |
1245 | mixer_l16_224.goog_in21k_ft_in1k | 224 | 5.920 | 94.080 | 18.200 | 81.800 | 208.20 | 0.875 | bicubic | -81.260 | -75.320 | +157 |
1246 | wide_resnet50_2.tv_in1k | 224 | 5.907 | 94.093 | 31.867 | 68.133 | 68.88 | 0.875 | bilinear | -87.293 | -66.543 | -92 |
1247 | tf_efficientnetv2_b0.in1k | 224 | 5.907 | 94.093 | 30.787 | 69.213 | 7.14 | 0.875 | bicubic | -87.223 | -67.573 | -83 |
1248 | dla102.in1k | 224 | 5.853 | 94.147 | 32.733 | 67.267 | 33.27 | 0.875 | bilinear | -87.217 | -65.817 | -76 |
1249 | resnetrs50.tf_in1k | 160 | 5.813 | 94.187 | 27.613 | 72.387 | 35.69 | 0.910 | bicubic | -87.117 | -70.617 | -60 |
1250 | regnetx_040.pycls_in1k | 224 | 5.800 | 94.200 | 31.200 | 68.800 | 22.12 | 0.875 | bicubic | -87.750 | -67.370 | -145 |
1251 | selecsls60.in1k | 224 | 5.747 | 94.253 | 32.347 | 67.653 | 30.67 | 0.875 | bicubic | -87.273 | -65.963 | -72 |
1252 | hrnet_w18_small_v2.gluon_in1k | 224 | 5.627 | 94.373 | 31.960 | 68.040 | 15.60 | 0.875 | bicubic | -87.143 | -66.210 | -47 |
1253 | regnety_016.pycls_in1k | 224 | 5.600 | 94.400 | 30.440 | 69.560 | 11.20 | 0.875 | bicubic | -87.570 | -67.900 | -96 |
1254 | hardcorenas_c.miil_green_in1k | 224 | 5.600 | 94.400 | 30.133 | 69.867 | 5.52 | 0.875 | bilinear | -86.440 | -67.707 | +20 |
1255 | cs3darknet_m.c2ns_in1k | 256 | 5.587 | 94.413 | 31.893 | 68.107 | 9.31 | 0.950 | bicubic | -87.333 | -66.447 | -64 |
1256 | res2next50.in1k | 224 | 5.533 | 94.467 | 30.640 | 69.360 | 24.67 | 0.875 | bilinear | -87.367 | -67.480 | -63 |
1257 | resnext50_32x4d.a3_in1k | 160 | 5.520 | 94.480 | 27.853 | 72.147 | 25.03 | 0.950 | bicubic | -87.160 | -70.527 | -40 |
1258 | seresnet50.a3_in1k | 224 | 5.507 | 94.493 | 30.187 | 69.813 | 28.09 | 0.950 | bicubic | -86.593 | -67.853 | +9 |
1259 | hrnet_w18.ms_in1k | 224 | 5.453 | 94.547 | 30.813 | 69.187 | 21.30 | 0.875 | bilinear | -86.897 | -67.477 | -10 |
1260 | resnet26t.ra2_in1k | 256 | 5.400 | 94.600 | 29.933 | 70.067 | 16.01 | 1.000 | bicubic | -87.710 | -68.267 | -94 |
1261 | tf_efficientnet_lite2.in1k | 260 | 5.373 | 94.627 | 30.987 | 69.013 | 6.09 | 0.890 | bicubic | -87.307 | -67.253 | -45 |
1262 | ghostnetv2_100.in1k | 224 | 5.347 | 94.653 | 28.827 | 71.173 | 6.16 | 0.875 | bicubic | -85.553 | -68.873 | +69 |
1263 | convnext_atto_ols.a2_in1k | 224 | 5.333 | 94.667 | 28.853 | 71.147 | 3.70 | 0.950 | bicubic | -86.477 | -69.107 | +28 |
1264 | resnest14d.gluon_in1k | 224 | 5.333 | 94.667 | 28.560 | 71.440 | 10.61 | 0.875 | bilinear | -86.387 | -69.310 | +33 |
1265 | tf_efficientnet_b0.ap_in1k | 224 | 5.307 | 94.693 | 28.853 | 71.147 | 5.29 | 0.875 | bicubic | -86.953 | -69.167 | -11 |
1266 | tf_efficientnetv2_b1.in1k | 192 | 5.307 | 94.693 | 28.387 | 71.613 | 8.14 | 0.882 | bicubic | -87.863 | -69.723 | -106 |
1267 | efficientvit_m4.r224_in1k | 224 | 5.307 | 94.693 | 28.013 | 71.987 | 8.80 | 0.875 | bicubic | -85.293 | -69.577 | +79 |
1268 | gernet_s.idstcv_in1k | 224 | 5.293 | 94.707 | 30.133 | 69.867 | 8.17 | 0.875 | bilinear | -86.867 | -67.887 | -5 |
1269 | resnext26ts.ra2_in1k | 288 | 5.293 | 94.707 | 29.400 | 70.600 | 10.30 | 1.000 | bicubic | -86.867 | -68.840 | -5 |
1270 | resnet50.ram_in1k | 224 | 5.240 | 94.760 | 27.227 | 72.773 | 25.56 | 0.950 | bicubic | -88.550 | -71.163 | -198 |
1271 | tf_efficientnet_em.in1k | 240 | 5.213 | 94.787 | 30.653 | 69.347 | 6.90 | 0.882 | bicubic | -87.737 | -67.547 | -85 |
1272 | resnet34.bt_in1k | 288 | 5.200 | 94.800 | 29.307 | 70.693 | 21.80 | 0.950 | bicubic | -87.210 | -68.843 | -26 |
1273 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 5.200 | 94.800 | 26.693 | 73.307 | 3.05 | 1.000 | bicubic | -84.460 | -70.397 | +95 |
1274 | tf_efficientnet_b0.aa_in1k | 224 | 5.187 | 94.813 | 29.053 | 70.947 | 5.29 | 0.875 | bicubic | -87.093 | -68.937 | -19 |
1275 | efficientvit_m3.r224_in1k | 224 | 5.187 | 94.813 | 27.453 | 72.547 | 6.90 | 0.875 | bicubic | -84.693 | -70.087 | +86 |
1276 | resnet50.bt_in1k | 224 | 5.173 | 94.827 | 30.293 | 69.707 | 25.56 | 0.950 | bicubic | -88.207 | -68.207 | -142 |
1277 | cs3darknet_focus_m.c2ns_in1k | 256 | 5.160 | 94.840 | 30.187 | 69.813 | 9.30 | 0.950 | bicubic | -87.130 | -68.013 | -24 |
1278 | resnet34.a1_in1k | 224 | 5.160 | 94.840 | 26.587 | 73.413 | 21.80 | 1.000 | bicubic | -86.580 | -71.243 | +17 |
1279 | repvgg_b1g4.rvgg_in1k | 224 | 5.147 | 94.853 | 30.467 | 69.533 | 39.97 | 0.875 | bilinear | -87.863 | -67.763 | -99 |
1280 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 5.093 | 94.907 | 28.480 | 71.520 | 5.28 | 0.950 | bicubic | -87.137 | -69.520 | -22 |
1281 | tf_mixnet_m.in1k | 224 | 5.093 | 94.907 | 28.320 | 71.680 | 5.01 | 0.875 | bicubic | -87.257 | -69.570 | -30 |
1282 | res2net50_26w_4s.in1k | 224 | 5.067 | 94.933 | 29.053 | 70.947 | 25.70 | 0.875 | bilinear | -87.443 | -68.997 | -47 |
1283 | mobilenetv3_large_100.ra_in1k | 224 | 5.067 | 94.933 | 28.053 | 71.947 | 5.48 | 0.875 | bicubic | -86.273 | -69.647 | +26 |
1284 | convnext_atto.d2_in1k | 224 | 5.027 | 94.973 | 27.493 | 72.507 | 3.70 | 0.950 | bicubic | -86.763 | -70.417 | +8 |
1285 | regnetx_004_tv.tv2_in1k | 224 | 4.973 | 95.027 | 27.533 | 72.467 | 5.50 | 0.965 | bicubic | -85.667 | -69.977 | +56 |
1286 | hardcorenas_a.miil_green_in1k | 224 | 4.960 | 95.040 | 27.947 | 72.053 | 5.26 | 0.875 | bilinear | -86.400 | -69.593 | +19 |
1287 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 4.960 | 95.040 | 26.680 | 73.320 | 6.34 | 0.900 | bicubic | -84.290 | -70.230 | +87 |
1288 | mixnet_s.ft_in1k | 224 | 4.920 | 95.080 | 28.800 | 71.200 | 4.13 | 0.875 | bicubic | -87.020 | -69.330 | -4 |
1289 | regnetx_032.pycls_in1k | 224 | 4.880 | 95.120 | 29.907 | 70.093 | 15.30 | 0.875 | bicubic | -88.260 | -68.483 | -127 |
1290 | res2net50_14w_8s.in1k | 224 | 4.880 | 95.120 | 28.347 | 71.653 | 25.06 | 0.875 | bilinear | -87.840 | -69.843 | -77 |
1291 | densenet121.ra_in1k | 224 | 4.880 | 95.120 | 27.960 | 72.040 | 7.98 | 0.950 | bicubic | -86.880 | -70.090 | +4 |
1292 | repghostnet_130.in1k | 224 | 4.840 | 95.160 | 29.480 | 70.520 | 5.48 | 0.875 | bicubic | -87.040 | -68.450 | -5 |
1293 | tf_efficientnetv2_b0.in1k | 192 | 4.827 | 95.173 | 26.613 | 73.387 | 7.14 | 0.875 | bicubic | -87.463 | -71.647 | -39 |
1294 | mobilenetv3_rw.rmsp_in1k | 224 | 4.813 | 95.187 | 29.520 | 70.480 | 5.48 | 0.875 | bicubic | -86.507 | -68.110 | +15 |
1295 | hardcorenas_b.miil_green_in1k | 224 | 4.813 | 95.187 | 27.760 | 72.240 | 5.18 | 0.875 | bilinear | -87.027 | -70.010 | -5 |
1296 | resnet50c.gluon_in1k | 224 | 4.800 | 95.200 | 27.760 | 72.240 | 25.58 | 0.875 | bicubic | -88.220 | -70.600 | -118 |
1297 | xcit_nano_12_p16_224.fb_in1k | 224 | 4.800 | 95.200 | 25.253 | 74.747 | 3.05 | 1.000 | bicubic | -83.800 | -71.577 | +89 |
1298 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 4.693 | 95.307 | 26.987 | 73.013 | 3.77 | 0.950 | bicubic | -86.317 | -70.693 | +25 |
1299 | resnext50_32x4d.tv_in1k | 224 | 4.680 | 95.320 | 29.840 | 70.160 | 25.03 | 0.875 | bilinear | -88.070 | -68.420 | -89 |
1300 | selecsls42b.in1k | 224 | 4.667 | 95.333 | 28.373 | 71.627 | 32.46 | 0.875 | bicubic | -87.633 | -69.767 | -48 |
1301 | densenet161.tv_in1k | 224 | 4.613 | 95.387 | 29.507 | 70.493 | 28.68 | 0.875 | bicubic | -87.927 | -68.793 | -69 |
1302 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 4.600 | 95.400 | 27.067 | 72.933 | 4.23 | 0.950 | bicubic | -87.490 | -70.753 | -33 |
1303 | resnet101.tv_in1k | 224 | 4.560 | 95.440 | 29.013 | 70.987 | 44.55 | 0.875 | bilinear | -88.250 | -69.217 | -101 |
1304 | mobileone_s2.apple_in1k | 224 | 4.480 | 95.520 | 28.867 | 71.133 | 7.88 | 0.900 | bilinear | -88.350 | -69.303 | -106 |
1305 | tf_efficientnet_lite1.in1k | 240 | 4.480 | 95.520 | 28.320 | 71.680 | 5.42 | 0.882 | bicubic | -88.120 | -69.720 | -81 |
1306 | mobilenetv2_120d.ra_in1k | 224 | 4.467 | 95.533 | 29.107 | 70.893 | 5.83 | 0.875 | bicubic | -88.013 | -68.933 | -69 |
1307 | resnext26ts.ra2_in1k | 256 | 4.453 | 95.547 | 26.000 | 74.000 | 10.30 | 1.000 | bicubic | -87.527 | -71.920 | -31 |
1308 | resnet34.a2_in1k | 224 | 4.427 | 95.573 | 24.040 | 75.960 | 21.80 | 1.000 | bicubic | -87.093 | -73.540 | -7 |
1309 | tf_efficientnet_b0.in1k | 224 | 4.413 | 95.587 | 26.760 | 73.240 | 5.29 | 0.875 | bicubic | -87.677 | -71.160 | -41 |
1310 | resnet50d.a3_in1k | 160 | 4.373 | 95.627 | 26.160 | 73.840 | 25.58 | 0.950 | bicubic | -88.067 | -71.830 | -69 |
1311 | vit_base_patch32_224.sam_in1k | 224 | 4.333 | 95.667 | 24.373 | 75.627 | 88.22 | 0.900 | bicubic | -85.407 | -72.627 | +51 |
1312 | pvt_v2_b0.in1k | 224 | 4.307 | 95.693 | 25.720 | 74.280 | 3.67 | 0.900 | bicubic | -84.473 | -71.150 | +72 |
1313 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 4.240 | 95.760 | 26.133 | 73.867 | 3.77 | 0.950 | bicubic | -86.400 | -71.467 | +29 |
1314 | repghostnet_111.in1k | 224 | 4.227 | 95.773 | 26.293 | 73.707 | 4.54 | 0.875 | bicubic | -86.523 | -71.147 | +22 |
1315 | tinynet_b.in1k | 188 | 4.213 | 95.787 | 26.800 | 73.200 | 3.73 | 0.875 | bicubic | -86.707 | -70.870 | +12 |
1316 | fbnetc_100.rmsp_in1k | 224 | 4.213 | 95.787 | 25.880 | 74.120 | 5.57 | 0.875 | bilinear | -86.567 | -71.340 | +19 |
1317 | edgenext_xx_small.in1k | 288 | 4.173 | 95.827 | 23.880 | 76.120 | 1.33 | 1.000 | bicubic | -84.697 | -72.800 | +65 |
1318 | resnet50.am_in1k | 224 | 4.133 | 95.867 | 28.360 | 71.640 | 25.56 | 0.875 | bicubic | -89.857 | -70.040 | -285 |
1319 | efficientnet_es_pruned.in1k | 224 | 4.120 | 95.880 | 26.813 | 73.187 | 5.44 | 0.875 | bicubic | -87.070 | -70.927 | -5 |
1320 | resnet50.gluon_in1k | 224 | 4.053 | 95.947 | 26.800 | 73.200 | 25.56 | 0.875 | bicubic | -88.497 | -71.410 | -89 |
1321 | densenet201.tv_in1k | 224 | 3.987 | 96.013 | 27.267 | 72.733 | 20.01 | 0.875 | bicubic | -88.773 | -70.963 | -113 |
1322 | mobilevitv2_050.cvnets_in1k | 256 | 3.960 | 96.040 | 23.680 | 76.320 | 1.37 | 0.888 | bicubic | -84.290 | -73.290 | +70 |
1323 | semnasnet_100.rmsp_in1k | 224 | 3.947 | 96.053 | 26.920 | 73.080 | 3.89 | 0.875 | bicubic | -87.413 | -70.850 | -15 |
1324 | tf_mixnet_s.in1k | 224 | 3.933 | 96.067 | 25.253 | 74.747 | 4.13 | 0.875 | bicubic | -87.577 | -72.347 | -22 |
1325 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 3.933 | 96.067 | 25.080 | 74.920 | 5.28 | 0.950 | bicubic | -87.277 | -72.680 | -12 |
1326 | resnet26.bt_in1k | 288 | 3.907 | 96.093 | 28.133 | 71.867 | 16.00 | 0.950 | bicubic | -88.123 | -70.067 | -52 |
1327 | dpn68.mx_in1k | 224 | 3.907 | 96.093 | 25.587 | 74.413 | 12.61 | 0.875 | bicubic | -88.093 | -72.433 | -52 |
1328 | repvgg_a2.rvgg_in1k | 224 | 3.840 | 96.160 | 27.320 | 72.680 | 28.21 | 0.875 | bilinear | -88.100 | -70.380 | -48 |
1329 | tf_efficientnet_es.in1k | 224 | 3.840 | 96.160 | 26.093 | 73.907 | 5.44 | 0.875 | bicubic | -88.140 | -71.767 | -50 |
1330 | resnet18.a1_in1k | 288 | 3.827 | 96.173 | 23.013 | 76.987 | 11.69 | 1.000 | bicubic | -85.893 | -74.087 | +33 |
1331 | semnasnet_075.rmsp_in1k | 224 | 3.813 | 96.187 | 26.600 | 73.400 | 2.91 | 0.875 | bicubic | -86.277 | -70.770 | +23 |
1332 | edgenext_xx_small.in1k | 256 | 3.813 | 96.187 | 22.493 | 77.507 | 1.33 | 1.000 | bicubic | -84.467 | -73.677 | +60 |
1333 | resnet26d.bt_in1k | 224 | 3.800 | 96.200 | 26.600 | 73.400 | 16.01 | 0.950 | bicubic | -88.430 | -71.480 | -77 |
1334 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 3.800 | 96.200 | 22.947 | 77.053 | 3.77 | 0.950 | bicubic | -86.170 | -74.253 | +24 |
1335 | mobilevit_xxs.cvnets_in1k | 256 | 3.800 | 96.200 | 22.120 | 77.880 | 1.27 | 0.900 | bicubic | -83.360 | -73.980 | +69 |
1336 | regnety_008.pycls_in1k | 224 | 3.747 | 96.253 | 26.867 | 73.133 | 6.26 | 0.875 | bicubic | -87.983 | -71.303 | -41 |
1337 | resnet18d.ra2_in1k | 288 | 3.747 | 96.253 | 25.680 | 74.320 | 11.71 | 0.950 | bicubic | -86.563 | -71.880 | +14 |
1338 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 3.747 | 96.253 | 25.293 | 74.707 | 11.69 | 0.875 | bilinear | -86.503 | -72.267 | +13 |
1339 | densenet169.tv_in1k | 224 | 3.720 | 96.280 | 25.573 | 74.427 | 14.15 | 0.875 | bicubic | -88.240 | -72.517 | -60 |
1340 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 3.693 | 96.307 | 24.133 | 75.867 | 4.23 | 0.950 | bicubic | -87.487 | -73.237 | -25 |
1341 | mobilenetv2_140.ra_in1k | 224 | 3.667 | 96.333 | 26.453 | 73.547 | 6.11 | 0.875 | bicubic | -88.163 | -71.427 | -51 |
1342 | tf_mobilenetv3_large_100.in1k | 224 | 3.653 | 96.347 | 24.987 | 75.013 | 5.48 | 0.875 | bilinear | -87.567 | -72.673 | -31 |
1343 | dla60.in1k | 224 | 3.640 | 96.360 | 28.013 | 71.987 | 22.04 | 0.875 | bilinear | -88.570 | -70.087 | -82 |
1344 | res2net50_48w_2s.in1k | 224 | 3.600 | 96.400 | 26.360 | 73.640 | 25.29 | 0.875 | bilinear | -88.960 | -71.710 | -115 |
1345 | efficientvit_m2.r224_in1k | 224 | 3.560 | 96.440 | 21.613 | 78.387 | 4.19 | 0.875 | bicubic | -84.900 | -75.297 | +43 |
1346 | efficientnet_lite0.ra_in1k | 224 | 3.547 | 96.453 | 26.320 | 73.680 | 4.65 | 0.875 | bicubic | -87.593 | -71.320 | -31 |
1347 | regnety_006.pycls_in1k | 224 | 3.547 | 96.453 | 25.120 | 74.880 | 6.06 | 0.875 | bicubic | -87.883 | -72.510 | -43 |
1348 | repghostnet_100.in1k | 224 | 3.547 | 96.453 | 24.293 | 75.707 | 4.07 | 0.875 | bicubic | -86.773 | -73.197 | +1 |
1349 | spnasnet_100.rmsp_in1k | 224 | 3.533 | 96.467 | 24.387 | 75.613 | 4.42 | 0.875 | bilinear | -86.787 | -72.803 | 0 |
1350 | seresnet50.a3_in1k | 160 | 3.533 | 96.467 | 22.627 | 77.373 | 28.09 | 0.950 | bicubic | -87.467 | -74.933 | -25 |
1351 | regnetx_016.pycls_in1k | 224 | 3.507 | 96.493 | 26.360 | 73.640 | 9.19 | 0.875 | bicubic | -88.673 | -71.840 | -89 |
1352 | ghostnet_100.in1k | 224 | 3.400 | 96.600 | 25.187 | 74.813 | 5.18 | 0.875 | bicubic | -86.800 | -72.063 | +1 |
1353 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 3.400 | 96.600 | 23.307 | 76.693 | 3.77 | 0.950 | bicubic | -86.280 | -73.743 | +11 |
1354 | resnet34.a3_in1k | 224 | 3.400 | 96.600 | 23.253 | 76.747 | 21.80 | 0.950 | bicubic | -86.520 | -73.917 | +6 |
1355 | resnet50.a3_in1k | 160 | 3.373 | 96.627 | 23.600 | 76.400 | 25.56 | 0.950 | bicubic | -88.057 | -74.160 | -51 |
1356 | legacy_seresnet34.in1k | 224 | 3.320 | 96.680 | 23.720 | 76.280 | 21.96 | 0.875 | bilinear | -87.600 | -73.850 | -27 |
1357 | resnet18.a2_in1k | 288 | 3.307 | 96.693 | 22.253 | 77.747 | 11.69 | 1.000 | bicubic | -86.273 | -74.697 | +13 |
1358 | dla34.in1k | 224 | 3.240 | 96.760 | 23.667 | 76.333 | 15.74 | 0.875 | bilinear | -87.520 | -73.993 | -23 |
1359 | efficientvit_b0.r224_in1k | 224 | 3.227 | 96.773 | 19.427 | 80.573 | 3.41 | 0.950 | bicubic | -84.753 | -76.653 | +36 |
1360 | tinynet_c.in1k | 184 | 3.213 | 96.787 | 21.360 | 78.640 | 2.46 | 0.875 | bicubic | -84.577 | -75.010 | +37 |
1361 | resnet34.bt_in1k | 224 | 3.200 | 96.800 | 23.480 | 76.520 | 21.80 | 0.950 | bicubic | -87.880 | -74.070 | -41 |
1362 | mobilenetv2_110d.ra_in1k | 224 | 3.133 | 96.867 | 24.787 | 75.213 | 4.52 | 0.875 | bicubic | -87.867 | -72.623 | -38 |
1363 | mnasnet_100.rmsp_in1k | 224 | 3.133 | 96.867 | 24.307 | 75.693 | 4.38 | 0.875 | bicubic | -87.517 | -73.203 | -23 |
1364 | regnety_004.pycls_in1k | 224 | 3.080 | 96.920 | 22.573 | 77.427 | 4.34 | 0.875 | bicubic | -87.430 | -74.977 | -18 |
1365 | tf_efficientnet_lite0.in1k | 224 | 3.067 | 96.933 | 22.733 | 77.267 | 4.65 | 0.875 | bicubic | -88.033 | -74.807 | -46 |
1366 | mobileone_s1.apple_in1k | 224 | 3.040 | 96.960 | 25.027 | 74.973 | 4.83 | 0.900 | bilinear | -88.320 | -72.813 | -59 |
1367 | skresnet18.ra_in1k | 224 | 3.027 | 96.973 | 22.667 | 77.333 | 11.96 | 0.875 | bicubic | -86.633 | -74.563 | -1 |
1368 | repghostnet_080.in1k | 224 | 3.027 | 96.973 | 22.627 | 77.373 | 3.28 | 0.875 | bicubic | -85.943 | -74.143 | +11 |
1369 | efficientvit_m1.r224_in1k | 224 | 2.907 | 97.093 | 19.573 | 80.427 | 2.98 | 0.875 | bicubic | -83.903 | -76.427 | +36 |
1370 | tf_mobilenetv3_large_075.in1k | 224 | 2.893 | 97.107 | 21.707 | 78.293 | 3.99 | 0.875 | bilinear | -86.767 | -75.513 | -4 |
1371 | tinynet_d.in1k | 152 | 2.853 | 97.147 | 17.800 | 82.200 | 2.34 | 0.875 | bicubic | -81.987 | -77.420 | +45 |
1372 | vgg19_bn.tv_in1k | 224 | 2.840 | 97.160 | 23.533 | 76.467 | 143.68 | 0.875 | bilinear | -87.280 | -74.047 | -18 |
1373 | regnetx_008.pycls_in1k | 224 | 2.733 | 97.267 | 22.387 | 77.613 | 7.26 | 0.875 | bicubic | -88.367 | -75.323 | -55 |
1374 | hrnet_w18_small_v2.ms_in1k | 224 | 2.720 | 97.280 | 23.693 | 76.307 | 15.60 | 0.875 | bilinear | -88.490 | -74.207 | -63 |
1375 | resnet14t.c3_in1k | 224 | 2.720 | 97.280 | 19.827 | 80.173 | 10.08 | 0.950 | bicubic | -86.280 | -76.873 | +3 |
1376 | resnet18d.ra2_in1k | 224 | 2.653 | 97.347 | 20.533 | 79.467 | 11.71 | 0.950 | bicubic | -86.667 | -76.617 | -5 |
1377 | lcnet_100.ra2_in1k | 224 | 2.653 | 97.347 | 20.467 | 79.533 | 2.95 | 0.875 | bicubic | -86.107 | -76.243 | +9 |
1378 | resnet34.gluon_in1k | 224 | 2.640 | 97.360 | 21.653 | 78.347 | 21.80 | 0.875 | bicubic | -88.340 | -75.977 | -52 |
1379 | repvgg_b0.rvgg_in1k | 224 | 2.587 | 97.413 | 23.893 | 76.107 | 15.82 | 0.875 | bilinear | -88.823 | -74.087 | -75 |
1380 | hrnet_w18_small.gluon_in1k | 224 | 2.587 | 97.413 | 20.640 | 79.360 | 13.19 | 0.875 | bicubic | -86.883 | -76.380 | -8 |
1381 | vgg16.tv_in1k | 224 | 2.573 | 97.427 | 19.960 | 80.040 | 138.36 | 0.875 | bilinear | -85.977 | -76.830 | +6 |
1382 | vgg16_bn.tv_in1k | 224 | 2.560 | 97.440 | 23.587 | 76.413 | 138.37 | 0.875 | bilinear | -87.530 | -73.823 | -26 |
1383 | resnet18.a1_in1k | 224 | 2.533 | 97.467 | 18.160 | 81.840 | 11.69 | 1.000 | bicubic | -85.597 | -78.440 | +11 |
1384 | legacy_seresnet18.in1k | 224 | 2.480 | 97.520 | 19.880 | 80.120 | 11.78 | 0.875 | bicubic | -86.420 | -77.070 | -3 |
1385 | densenet121.tv_in1k | 224 | 2.467 | 97.533 | 22.533 | 77.467 | 7.98 | 0.875 | bicubic | -88.433 | -75.197 | -55 |
1386 | regnetx_006.pycls_in1k | 224 | 2.467 | 97.533 | 20.640 | 79.360 | 6.20 | 0.875 | bicubic | -87.863 | -76.790 | -39 |
1387 | resnet26.bt_in1k | 224 | 2.440 | 97.560 | 21.933 | 78.067 | 16.00 | 0.950 | bicubic | -88.580 | -75.797 | -65 |
1388 | lcnet_075.ra2_in1k | 224 | 2.280 | 97.720 | 17.133 | 82.867 | 2.36 | 0.875 | bicubic | -83.760 | -78.547 | +24 |
1389 | efficientvit_m0.r224_in1k | 224 | 2.267 | 97.733 | 16.453 | 83.547 | 2.35 | 0.875 | bicubic | -80.143 | -77.977 | +36 |
1390 | repghostnet_058.in1k | 224 | 2.253 | 97.747 | 18.440 | 81.560 | 2.55 | 0.875 | bicubic | -84.257 | -77.460 | +16 |
1391 | resnet34.a3_in1k | 160 | 2.253 | 97.747 | 18.280 | 81.720 | 21.80 | 0.950 | bicubic | -85.647 | -78.190 | +6 |
1392 | resnet18.a3_in1k | 224 | 2.253 | 97.747 | 17.507 | 82.493 | 11.69 | 0.950 | bicubic | -84.177 | -78.393 | +16 |
1393 | test_vit.r160_in1k | 160 | 2.240 | 97.760 | 12.680 | 87.320 | 0.37 | 0.875 | bicubic | -60.220 | -71.860 | +39 |
1394 | mobilenetv3_small_075.lamb_in1k | 224 | 2.227 | 97.773 | 15.733 | 84.267 | 2.04 | 0.875 | bicubic | -80.883 | -78.427 | +30 |
1395 | mobilenetv2_100.ra_in1k | 224 | 2.173 | 97.827 | 19.733 | 80.267 | 3.50 | 0.875 | bicubic | -87.457 | -77.407 | -26 |
1396 | test_efficientnet.r160_in1k | 160 | 2.173 | 97.827 | 11.200 | 88.800 | 0.36 | 0.875 | bicubic | -64.937 | -74.900 | +34 |
1397 | resnet18.a2_in1k | 224 | 2.160 | 97.840 | 16.987 | 83.013 | 11.69 | 1.000 | bicubic | -85.430 | -79.473 | +1 |
1398 | repvgg_a1.rvgg_in1k | 224 | 2.147 | 97.853 | 21.227 | 78.773 | 14.09 | 0.875 | bilinear | -88.443 | -76.413 | -54 |
1399 | tf_mobilenetv3_small_100.in1k | 224 | 2.147 | 97.853 | 16.813 | 83.187 | 2.54 | 0.875 | bilinear | -83.073 | -78.967 | +15 |
1400 | regnety_002.pycls_in1k | 224 | 2.133 | 97.867 | 18.627 | 81.373 | 3.16 | 0.875 | bicubic | -85.227 | -77.973 | +1 |
1401 | vgg19.tv_in1k | 224 | 2.107 | 97.893 | 20.480 | 79.520 | 143.67 | 0.875 | bilinear | -86.953 | -76.420 | -27 |
1402 | mobileone_s0.apple_in1k | 224 | 2.107 | 97.893 | 17.360 | 82.640 | 5.29 | 0.875 | bilinear | -86.213 | -79.070 | -11 |
1403 | vgg13_bn.tv_in1k | 224 | 2.093 | 97.907 | 20.333 | 79.667 | 133.05 | 0.875 | bilinear | -86.687 | -76.637 | -20 |
1404 | test_byobnet.r160_in1k | 160 | 2.053 | 97.947 | 11.547 | 88.453 | 0.46 | 0.875 | bicubic | -63.817 | -74.723 | +27 |
1405 | regnetx_004.pycls_in1k | 224 | 1.987 | 98.013 | 19.053 | 80.947 | 5.16 | 0.875 | bicubic | -86.943 | -78.037 | -26 |
1406 | tf_mobilenetv3_small_075.in1k | 224 | 1.987 | 98.013 | 14.867 | 85.133 | 2.04 | 0.875 | bilinear | -81.513 | -79.993 | +18 |
1407 | resnet14t.c3_in1k | 176 | 1.973 | 98.027 | 16.587 | 83.413 | 10.08 | 0.950 | bicubic | -86.217 | -80.013 | -14 |
1408 | mobilenetv3_small_100.lamb_in1k | 224 | 1.933 | 98.067 | 16.893 | 83.107 | 2.54 | 0.875 | bicubic | -83.257 | -78.737 | +5 |
1409 | tinynet_e.in1k | 106 | 1.933 | 98.067 | 13.987 | 86.013 | 2.04 | 0.875 | bicubic | -77.057 | -78.573 | +20 |
1410 | repghostnet_050.in1k | 224 | 1.920 | 98.080 | 16.347 | 83.653 | 2.31 | 0.875 | bicubic | -83.120 | -78.873 | +5 |
1411 | vgg13.tv_in1k | 224 | 1.853 | 98.147 | 17.947 | 82.053 | 133.05 | 0.875 | bilinear | -85.167 | -78.363 | -7 |
1412 | resnet34.tv_in1k | 224 | 1.840 | 98.160 | 19.813 | 80.187 | 21.80 | 0.875 | bilinear | -88.090 | -77.527 | -53 |
1413 | lcnet_050.ra2_in1k | 224 | 1.787 | 98.213 | 13.813 | 86.187 | 1.88 | 0.875 | bicubic | -79.933 | -79.917 | +13 |
1414 | mobilenetv3_small_050.lamb_in1k | 224 | 1.773 | 98.227 | 12.547 | 87.453 | 1.59 | 0.875 | bicubic | -75.207 | -78.763 | +15 |
1415 | mnasnet_small.lamb_in1k | 224 | 1.760 | 98.240 | 15.027 | 84.973 | 2.03 | 0.875 | bicubic | -82.610 | -80.143 | +2 |
1416 | vgg11_bn.tv_in1k | 224 | 1.733 | 98.267 | 18.107 | 81.893 | 132.87 | 0.875 | bilinear | -85.767 | -78.703 | -17 |
1417 | dla46x_c.in1k | 224 | 1.707 | 98.293 | 16.373 | 83.627 | 1.07 | 0.875 | bilinear | -82.643 | -78.867 | +1 |
1418 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 1.653 | 98.347 | 17.347 | 82.653 | 3.92 | 0.875 | bilinear | -87.287 | -79.533 | -39 |
1419 | resnet10t.c3_in1k | 224 | 1.640 | 98.360 | 15.907 | 84.093 | 5.44 | 0.950 | bicubic | -84.610 | -79.853 | -10 |
1420 | mobilenetv2_050.lamb_in1k | 224 | 1.640 | 98.360 | 14.053 | 85.947 | 1.97 | 0.875 | bicubic | -82.310 | -80.537 | +2 |
1421 | vgg11.tv_in1k | 224 | 1.613 | 98.387 | 15.907 | 84.093 | 132.86 | 0.875 | bilinear | -84.967 | -80.403 | -15 |
1422 | resnet18.gluon_in1k | 224 | 1.600 | 98.400 | 16.787 | 83.213 | 11.69 | 0.875 | bicubic | -86.770 | -79.913 | -33 |
1423 | dla60x_c.in1k | 224 | 1.587 | 98.413 | 17.773 | 82.227 | 1.32 | 0.875 | bilinear | -84.743 | -78.317 | -14 |
1424 | resnet10t.c3_in1k | 176 | 1.547 | 98.453 | 13.787 | 86.213 | 5.44 | 0.950 | bicubic | -82.713 | -81.063 | -4 |
1425 | hrnet_w18_small.ms_in1k | 224 | 1.533 | 98.467 | 18.147 | 81.853 | 13.19 | 0.875 | bilinear | -87.507 | -78.963 | -49 |
1426 | repvgg_a0.rvgg_in1k | 224 | 1.493 | 98.507 | 17.453 | 82.547 | 9.11 | 0.875 | bilinear | -87.757 | -79.757 | -52 |
1427 | dla46_c.in1k | 224 | 1.493 | 98.507 | 15.120 | 84.880 | 1.30 | 0.875 | bilinear | -82.137 | -79.800 | -5 |
1428 | resnet18.a3_in1k | 160 | 1.387 | 98.613 | 13.707 | 86.293 | 11.69 | 0.950 | bicubic | -82.883 | -80.923 | -9 |
1429 | regnetx_002.pycls_in1k | 224 | 1.293 | 98.707 | 14.920 | 85.080 | 2.68 | 0.875 | bicubic | -84.907 | -81.050 | -18 |
1430 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 1.133 | 98.867 | 11.413 | 88.587 | 2.04 | 0.875 | bilinear | -80.187 | -82.287 | -3 |
1431 | resnet18.tv_in1k | 224 | 1.120 | 98.880 | 16.200 | 83.800 | 11.69 | 0.875 | bilinear | -86.260 | -80.060 | -31 |
1432 | resnet50.tv_in1k | 224 | 0.040 | 99.960 | 14.360 | 85.640 | 25.56 | 0.875 | bilinear | -91.850 | -83.690 | -146 |