140 KiB
140 KiB
1 | model | img_size | top1 | top1_err | top5 | top5_err | param_count | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 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 | -10.527 | -2.870 | -1 |
4 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 87.320 | 12.680 | 96.800 | 3.200 | 1,014.45 | 1.000 | bicubic | -11.500 | -3.100 | +1 |
5 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 87.040 | 12.960 | 96.360 | 3.640 | 305.08 | 1.000 | bicubic | -11.690 | -3.430 | +4 |
6 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 86.227 | 13.773 | 95.880 | 4.120 | 305.08 | 1.000 | bicubic | -12.623 | -3.960 | -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 | -4.233 | 0 |
8 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 85.013 | 14.987 | 96.253 | 3.747 | 1,013.01 | 1.000 | bicubic | -13.797 | -3.567 | -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 | 83.760 | 16.240 | 96.133 | 3.867 | 644.81 | 1.000 | bicubic | -14.690 | -3.747 | +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 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 83.373 | 16.627 | 95.467 | 4.533 | 480.31 | 0.936 | bicubic | -15.127 | -4.353 | +9 |
13 | 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 |
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 | -4.323 | -6 |
17 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 81.693 | 18.307 | 94.987 | 5.013 | 212.33 | 1.000 | bicubic | -16.917 | -4.803 | -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 | 80.933 | 19.067 | 94.440 | 5.560 | 475.32 | 1.000 | bicubic | -17.567 | -5.400 | +3 |
21 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 80.173 | 19.827 | 94.733 | 5.267 | 305.00 | 1.000 | bicubic | -18.327 | -5.047 | +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 | +7 |
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 | -6.607 | +5 |
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 | -5.607 | +1 |
30 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 76.707 | 23.293 | 92.387 | 7.613 | 119.65 | 1.000 | bicubic | -21.813 | -7.363 | -10 |
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 | 75.400 | 24.600 | 91.627 | 8.373 | 304.14 | 1.000 | bicubic | -23.030 | -8.143 | +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 | 74.547 | 25.453 | 91.627 | 8.373 | 644.81 | 0.965 | bicubic | -23.113 | -7.973 | +93 |
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 | -7.350 | +22 |
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 | -7.513 | -4 |
37 | regnety_320.swag_ft_in1k | 384 | 73.987 | 26.013 | 92.867 | 7.133 | 145.05 | 1.000 | bicubic | -24.073 | -6.993 | +30 |
38 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 73.920 | 26.080 | 91.347 | 8.653 | 56.20 | 1.000 | bicubic | -24.230 | -8.403 | +21 |
39 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 73.653 | 26.347 | 91.640 | 8.360 | 99.88 | 1.000 | bicubic | -24.607 | -8.130 | +3 |
40 | eva_large_patch14_196.in22k_ft_in1k | 196 | 73.040 | 26.960 | 91.347 | 8.653 | 304.14 | 1.000 | bicubic | -25.320 | -8.433 | -4 |
41 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 72.173 | 27.827 | 90.813 | 9.187 | 304.20 | 1.000 | bicubic | -26.057 | -8.907 | +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 | -7.940 | +18 |
43 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 71.827 | 28.173 | 91.360 | 8.640 | 304.20 | 1.000 | bicubic | -26.333 | -8.370 | +15 |
44 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 71.427 | 28.573 | 89.827 | 10.173 | 304.53 | 1.000 | bicubic | -26.903 | -9.933 | -6 |
45 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 71.293 | 28.707 | 89.880 | 10.120 | 86.88 | 1.000 | bicubic | -26.547 | -9.780 | +52 |
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 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 71.187 | 28.813 | 89.760 | 10.240 | 73.88 | 1.000 | bicubic | -26.883 | -9.930 | +19 |
48 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 71.067 | 28.933 | 89.640 | 10.360 | 304.72 | 1.000 | bicubic | -27.183 | -10.160 | -2 |
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 | 70.893 | 29.107 | 90.547 | 9.453 | 632.05 | 1.000 | bicubic | -27.397 | -9.233 | -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 | +21 |
52 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 70.747 | 29.253 | 90.427 | 9.573 | 39.30 | 1.000 | bicubic | -27.253 | -9.293 | +22 |
53 | vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 70.627 | 29.373 | 90.613 | 9.387 | 64.27 | 1.000 | bicubic | -27.533 | -9.057 | +3 |
54 | 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 | -19 |
55 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 70.187 | 29.813 | 90.800 | 9.200 | 632.13 | 1.000 | bicubic | -27.983 | -8.950 | 0 |
56 | 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 | -9.390 | -13 |
57 | 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 | -17 |
58 | volo_d5_512.sail_in1k | 512 | 69.453 | 30.547 | 90.560 | 9.440 | 296.09 | 1.150 | bicubic | -28.337 | -9.110 | +52 |
59 | caformer_b36.sail_in22k_ft_in1k | 224 | 69.453 | 30.547 | 90.213 | 9.787 | 98.75 | 1.000 | bicubic | -28.717 | -9.557 | -7 |
60 | 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 |
61 | 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 | -12 |
62 | 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 |
63 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 68.547 | 31.453 | 89.160 | 10.840 | 57.05 | 1.000 | bicubic | -29.473 | -10.530 | +8 |
64 | 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 |
65 | regnety_160.swag_ft_in1k | 384 | 68.093 | 31.907 | 90.680 | 9.320 | 83.59 | 1.000 | bicubic | -29.697 | -9.080 | +43 |
66 | maxvit_base_tf_512.in1k | 512 | 68.093 | 31.907 | 88.547 | 11.453 | 119.88 | 1.000 | bicubic | -29.707 | -11.063 | +43 |
67 | volo_d5_448.sail_in1k | 448 | 68.000 | 32.000 | 89.773 | 10.227 | 295.91 | 1.150 | bicubic | -29.750 | -9.857 | +52 |
68 | maxvit_large_tf_512.in1k | 512 | 67.667 | 32.333 | 87.693 | 12.307 | 212.33 | 1.000 | bicubic | -30.163 | -12.007 | +35 |
69 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 67.627 | 32.373 | 88.733 | 11.267 | 304.43 | 0.950 | bicubic | -30.293 | -10.947 | +15 |
70 | 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 | -25 |
71 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 67.373 | 32.627 | 88.507 | 11.493 | 196.74 | 0.900 | bicubic | -30.467 | -11.173 | +28 |
72 | 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 | -28 |
73 | tf_efficientnet_b7.ns_jft_in1k | 600 | 67.160 | 32.840 | 88.507 | 11.493 | 66.35 | 0.949 | bicubic | -30.730 | -11.213 | +17 |
74 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 67.147 | 32.853 | 87.160 | 12.840 | 208.12 | 1.000 | bicubic | -30.753 | -12.410 | +15 |
75 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 67.067 | 32.933 | 88.920 | 11.080 | 304.53 | 1.000 | bicubic | -31.163 | -10.800 | -27 |
76 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 66.987 | 33.013 | 89.093 | 10.907 | 86.74 | 1.000 | bicubic | -30.843 | -10.577 | +25 |
77 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 66.880 | 33.120 | 88.880 | 11.120 | 197.96 | 1.000 | bicubic | -31.230 | -10.900 | -14 |
78 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 66.840 | 33.160 | 88.160 | 11.840 | 304.20 | 1.000 | bicubic | -31.240 | -11.600 | -13 |
79 | 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 |
80 | volo_d4_448.sail_in1k | 448 | 66.293 | 33.707 | 88.987 | 11.013 | 193.41 | 1.150 | bicubic | -31.387 | -10.733 | +45 |
81 | 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 | -2 |
82 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 66.013 | 33.987 | 87.813 | 12.187 | 93.59 | 1.000 | bicubic | -31.947 | -11.887 | -6 |
83 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 65.933 | 34.067 | 87.280 | 12.720 | 197.96 | 0.875 | bicubic | -31.997 | -12.490 | -2 |
84 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 65.813 | 34.187 | 87.840 | 12.160 | 88.72 | 1.000 | bicubic | -32.547 | -11.990 | -47 |
85 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 65.667 | 34.333 | 87.840 | 12.160 | 632.05 | 1.000 | bicubic | -32.363 | -11.890 | -15 |
86 | regnety_320.swag_lc_in1k | 224 | 65.547 | 34.453 | 87.987 | 12.013 | 145.05 | 0.965 | bicubic | -31.613 | -11.553 | +152 |
87 | volo_d3_448.sail_in1k | 448 | 65.520 | 34.480 | 87.373 | 12.627 | 86.63 | 1.000 | bicubic | -32.030 | -12.287 | +63 |
88 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 65.373 | 34.627 | 88.587 | 11.413 | 57.87 | 1.000 | bicubic | -32.567 | -11.203 | -8 |
89 | vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 65.360 | 34.640 | 88.333 | 11.667 | 60.60 | 1.000 | bicubic | -32.410 | -11.267 | +26 |
90 | 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 | -11.173 | +2 |
91 | efficientvit_l3.r384_in1k | 384 | 64.813 | 35.187 | 87.053 | 12.947 | 246.04 | 1.000 | bicubic | -32.777 | -12.567 | +55 |
92 | convnextv2_huge.fcmae_ft_in1k | 288 | 64.533 | 35.467 | 87.253 | 12.747 | 660.29 | 1.000 | bicubic | -33.367 | -12.377 | -5 |
93 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 64.520 | 35.480 | 87.080 | 12.920 | 93.59 | 0.950 | bicubic | -33.430 | -12.540 | -16 |
94 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 64.520 | 35.480 | 85.867 | 14.133 | 116.14 | 0.950 | bicubic | -33.260 | -13.793 | +19 |
95 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 64.507 | 35.493 | 87.653 | 12.347 | 118.52 | 1.000 | bicubic | -33.323 | -12.107 | +5 |
96 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 63.787 | 36.213 | 87.387 | 12.613 | 350.20 | 0.875 | bicubic | -34.133 | -12.273 | -13 |
97 | 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 | +27 |
98 | maxvit_large_tf_384.in1k | 384 | 63.400 | 36.600 | 85.187 | 14.813 | 212.03 | 1.000 | bicubic | -34.190 | -14.333 | +49 |
99 | convformer_b36.sail_in22k_ft_in1k | 224 | 63.373 | 36.627 | 86.480 | 13.520 | 99.88 | 1.000 | bicubic | -34.577 | -13.250 | -22 |
100 | 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 | -36 |
101 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 63.027 | 36.973 | 86.773 | 13.227 | 40.01 | 1.000 | bicubic | -34.823 | -12.917 | -6 |
102 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 63.027 | 36.973 | 86.080 | 13.920 | 86.86 | 1.000 | bicubic | -34.803 | -13.480 | +1 |
103 | maxvit_small_tf_512.in1k | 512 | 62.840 | 37.160 | 86.467 | 13.533 | 69.13 | 1.000 | bicubic | -34.920 | -13.083 | +13 |
104 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 62.813 | 37.187 | 87.960 | 12.040 | 44.82 | 1.000 | bicubic | -35.057 | -11.750 | -13 |
105 | maxvit_base_tf_384.in1k | 384 | 62.467 | 37.533 | 85.133 | 14.867 | 119.65 | 1.000 | bicubic | -35.123 | -14.537 | +40 |
106 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 62.240 | 37.760 | 85.893 | 14.107 | 86.58 | 0.900 | bicubic | -35.500 | -13.747 | +14 |
107 | caformer_b36.sail_in1k_384 | 384 | 62.093 | 37.907 | 84.480 | 15.520 | 98.75 | 1.000 | bicubic | -35.417 | -15.100 | +49 |
108 | cait_m48_448.fb_dist_in1k | 448 | 62.080 | 37.920 | 86.480 | 13.520 | 356.46 | 1.000 | bicubic | -35.410 | -13.140 | +54 |
109 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 62.067 | 37.933 | 87.053 | 12.947 | 88.72 | 1.000 | bicubic | -35.993 | -12.697 | -41 |
110 | tf_efficientnet_b6.ns_jft_in1k | 528 | 61.880 | 38.120 | 85.027 | 14.973 | 43.04 | 0.942 | bicubic | -35.740 | -14.573 | +27 |
111 | convnextv2_huge.fcmae_ft_in1k | 224 | 61.867 | 38.133 | 84.680 | 15.320 | 660.29 | 0.875 | bicubic | -35.783 | -14.890 | +19 |
112 | 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 | +11 |
113 | 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 | -13.090 | +18 |
114 | convnext_base.fb_in22k_ft_in1k | 288 | 61.240 | 38.760 | 86.467 | 13.533 | 88.59 | 1.000 | bicubic | -36.610 | -13.173 | -20 |
115 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 61.187 | 38.813 | 83.787 | 16.213 | 329.09 | 1.000 | bicubic | -36.663 | -15.883 | -20 |
116 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 61.147 | 38.853 | 85.840 | 14.160 | 93.59 | 1.000 | bicubic | -36.783 | -13.840 | -34 |
117 | caformer_m36.sail_in22k_ft_in1k | 224 | 60.973 | 39.027 | 84.960 | 15.040 | 56.20 | 1.000 | bicubic | -36.867 | -14.710 | -19 |
118 | vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 60.867 | 39.133 | 85.240 | 14.760 | 64.11 | 0.950 | bicubic | -36.843 | -14.370 | +3 |
119 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 60.733 | 39.267 | 86.693 | 13.307 | 200.13 | 1.000 | bicubic | -37.247 | -13.007 | -44 |
120 | 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 |
121 | regnety_160.swag_lc_in1k | 224 | 60.520 | 39.480 | 85.880 | 14.120 | 83.59 | 0.965 | bicubic | -36.310 | -13.520 | +190 |
122 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 60.520 | 39.480 | 85.053 | 14.947 | 88.72 | 0.875 | bicubic | -37.390 | -14.637 | -36 |
123 | convnext_small.in12k_ft_in1k_384 | 384 | 60.507 | 39.493 | 84.813 | 15.187 | 50.22 | 1.000 | bicubic | -37.293 | -14.877 | -16 |
124 | convnext_large.fb_in22k_ft_in1k | 224 | 60.480 | 39.520 | 85.147 | 14.853 | 197.77 | 0.875 | bicubic | -37.370 | -14.533 | -31 |
125 | caformer_m36.sail_in1k_384 | 384 | 60.347 | 39.653 | 84.813 | 15.187 | 56.20 | 1.000 | bicubic | -37.103 | -14.727 | +43 |
126 | deit3_large_patch16_384.fb_in1k | 384 | 60.227 | 39.773 | 85.547 | 14.453 | 304.76 | 1.000 | bicubic | -37.213 | -14.043 | +46 |
127 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 60.160 | 39.840 | 84.613 | 15.387 | 73.87 | 0.950 | bicubic | -37.370 | -14.987 | +27 |
128 | 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 | -42 |
129 | tf_efficientnet_b5.ns_jft_in1k | 456 | 59.933 | 40.067 | 84.280 | 15.720 | 30.39 | 0.934 | bicubic | -37.567 | -15.330 | +29 |
130 | 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 | +25 |
131 | 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 | -14.727 | -14 |
132 | efficientvit_l3.r320_in1k | 320 | 59.853 | 40.147 | 84.907 | 15.093 | 246.04 | 1.000 | bicubic | -37.557 | -14.483 | +45 |
133 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 59.627 | 40.373 | 84.200 | 15.800 | 86.86 | 0.950 | bicubic | -38.563 | -15.460 | -83 |
134 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 59.560 | 40.440 | 83.173 | 16.827 | 936.53 | 1.000 | bilinear | -37.920 | -16.387 | +29 |
135 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 59.120 | 40.880 | 84.493 | 15.507 | 54.14 | 1.000 | bicubic | -38.690 | -15.197 | -30 |
136 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 58.853 | 41.147 | 85.787 | 14.213 | 88.59 | 1.000 | bicubic | -39.197 | -13.963 | -67 |
137 | maxvit_tiny_tf_512.in1k | 512 | 58.667 | 41.333 | 84.627 | 15.373 | 31.05 | 1.000 | bicubic | -38.913 | -14.933 | +11 |
138 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 58.467 | 41.533 | 82.680 | 17.320 | 86.58 | 0.900 | bicubic | -39.123 | -16.900 | +5 |
139 | volo_d2_384.sail_in1k | 384 | 58.427 | 41.573 | 84.280 | 15.720 | 58.87 | 1.000 | bicubic | -38.893 | -15.310 | +59 |
140 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 58.413 | 41.587 | 85.440 | 14.560 | 26.34 | 1.000 | bicubic | -39.027 | -14.020 | +33 |
141 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 58.187 | 41.813 | 80.853 | 19.147 | 208.12 | 1.000 | bicubic | -39.203 | -18.527 | +43 |
142 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 58.067 | 41.933 | 85.360 | 14.640 | 31.76 | 1.000 | bicubic | -39.703 | -14.350 | -28 |
143 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 58.027 | 41.973 | 83.200 | 16.800 | 64.11 | 0.950 | bicubic | -39.603 | -16.420 | -9 |
144 | hiera_large_224.mae_in1k_ft_in1k | 224 | 58.000 | 42.000 | 81.680 | 18.320 | 213.74 | 0.900 | bicubic | -39.440 | -17.950 | +30 |
145 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 57.907 | 42.093 | 80.653 | 19.347 | 468.53 | 0.875 | bilinear | -39.473 | -18.917 | +40 |
146 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 57.787 | 42.213 | 83.147 | 16.853 | 21.27 | 1.000 | bicubic | -40.113 | -16.543 | -58 |
147 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 57.773 | 42.227 | 81.867 | 18.133 | 86.86 | 1.000 | bicubic | -40.237 | -17.793 | -74 |
148 | efficientvit_l2.r384_in1k | 384 | 57.747 | 42.253 | 83.747 | 16.253 | 63.71 | 1.000 | bicubic | -39.653 | -15.763 | +34 |
149 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 57.680 | 42.320 | 82.867 | 17.133 | 93.59 | 0.875 | bicubic | -39.970 | -16.753 | -20 |
150 | cait_m36_384.fb_dist_in1k | 384 | 57.667 | 42.333 | 84.680 | 15.320 | 271.22 | 1.000 | bicubic | -39.733 | -14.740 | +29 |
151 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 57.547 | 42.453 | 84.173 | 15.827 | 75.26 | 1.000 | bicubic | -40.253 | -15.477 | -45 |
152 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 57.480 | 42.520 | 83.107 | 16.893 | 21.23 | 1.000 | bicubic | -40.130 | -16.483 | -12 |
153 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 57.387 | 42.613 | 82.293 | 17.707 | 118.52 | 1.000 | bicubic | -40.073 | -17.347 | +13 |
154 | dm_nfnet_f5.dm_in1k | 544 | 57.320 | 42.680 | 82.040 | 17.960 | 377.21 | 0.954 | bicubic | -40.460 | -17.600 | -41 |
155 | 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 |
156 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 57.147 | 42.853 | 83.507 | 16.493 | 86.59 | 1.000 | bicubic | -40.343 | -16.093 | +5 |
157 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 57.133 | 42.867 | 83.013 | 16.987 | 22.21 | 1.000 | bicubic | -39.997 | -16.427 | +85 |
158 | caformer_s36.sail_in1k_384 | 384 | 57.107 | 42.893 | 82.600 | 17.400 | 39.30 | 1.000 | bicubic | -40.293 | -16.900 | +20 |
159 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 57.093 | 42.907 | 84.240 | 15.760 | 75.26 | 1.000 | bicubic | -40.717 | -15.370 | -55 |
160 | convnextv2_large.fcmae_ft_in1k | 288 | 57.080 | 42.920 | 83.587 | 16.413 | 197.96 | 1.000 | bicubic | -40.580 | -16.053 | -32 |
161 | volo_d5_224.sail_in1k | 224 | 56.827 | 43.173 | 82.760 | 17.240 | 295.46 | 0.960 | bicubic | -40.553 | -16.920 | +26 |
162 | dm_nfnet_f6.dm_in1k | 576 | 56.747 | 43.253 | 81.520 | 18.480 | 438.36 | 0.956 | bicubic | -41.033 | -18.070 | -51 |
163 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 56.720 | 43.280 | 82.987 | 17.013 | 186.27 | 1.000 | bicubic | -40.950 | -16.563 | -37 |
164 | maxvit_small_tf_384.in1k | 384 | 56.720 | 43.280 | 82.280 | 17.720 | 69.02 | 1.000 | bicubic | -40.680 | -17.190 | +16 |
165 | regnety_160.lion_in12k_ft_in1k | 288 | 56.693 | 43.307 | 83.907 | 16.093 | 83.59 | 1.000 | bicubic | -40.757 | -15.693 | +4 |
166 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 56.693 | 43.307 | 83.600 | 16.400 | 84.32 | 1.000 | bicubic | -40.607 | -15.910 | +37 |
167 | convformer_m36.sail_in22k_ft_in1k | 224 | 56.253 | 43.747 | 82.227 | 17.773 | 57.05 | 1.000 | bicubic | -41.337 | -17.293 | -23 |
168 | dm_nfnet_f4.dm_in1k | 512 | 56.240 | 43.760 | 81.307 | 18.693 | 316.07 | 0.951 | bicubic | -41.390 | -18.233 | -33 |
169 | regnety_160.sw_in12k_ft_in1k | 288 | 56.187 | 43.813 | 82.800 | 17.200 | 83.59 | 1.000 | bicubic | -41.313 | -16.840 | -9 |
170 | efficientvit_l3.r256_in1k | 256 | 56.147 | 43.853 | 81.360 | 18.640 | 246.04 | 1.000 | bicubic | -40.883 | -17.870 | +99 |
171 | caformer_s36.sail_in22k_ft_in1k | 224 | 55.547 | 44.453 | 81.880 | 18.120 | 39.30 | 1.000 | bicubic | -42.063 | -17.720 | -33 |
172 | convformer_b36.sail_in1k_384 | 384 | 55.467 | 44.533 | 81.253 | 18.747 | 99.88 | 1.000 | bicubic | -42.073 | -18.257 | -21 |
173 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 55.293 | 44.707 | 79.680 | 20.320 | 304.33 | 0.900 | bicubic | -42.347 | -19.910 | -41 |
174 | convnext_base.fb_in22k_ft_in1k | 224 | 54.787 | 45.213 | 82.573 | 17.427 | 88.59 | 0.875 | bicubic | -42.713 | -17.027 | -15 |
175 | convnextv2_large.fcmae_ft_in1k | 224 | 54.680 | 45.320 | 81.160 | 18.840 | 197.96 | 0.875 | bicubic | -42.670 | -18.370 | +15 |
176 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 54.453 | 45.547 | 82.320 | 17.680 | 86.86 | 1.000 | bicubic | -43.097 | -17.230 | -27 |
177 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 54.387 | 45.613 | 81.707 | 18.293 | 47.63 | 1.000 | bicubic | -42.893 | -17.853 | +26 |
178 | 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 | -18.617 | +54 |
179 | cait_s36_384.fb_dist_in1k | 384 | 54.213 | 45.787 | 81.253 | 18.747 | 68.37 | 1.000 | bicubic | -43.137 | -18.297 | +12 |
180 | deit3_huge_patch14_224.fb_in1k | 224 | 54.147 | 45.853 | 81.827 | 18.173 | 632.13 | 0.900 | bicubic | -42.743 | -17.613 | +122 |
181 | volo_d1_384.sail_in1k | 384 | 53.907 | 46.093 | 80.880 | 19.120 | 26.78 | 1.000 | bicubic | -43.023 | -18.500 | +112 |
182 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 53.840 | 46.160 | 81.520 | 18.480 | 39.03 | 0.950 | bicubic | -43.610 | -18.080 | -15 |
183 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 53.640 | 46.360 | 81.827 | 18.173 | 86.53 | 0.900 | bicubic | -43.530 | -17.693 | +53 |
184 | convformer_m36.sail_in1k_384 | 384 | 53.613 | 46.387 | 80.867 | 19.133 | 57.05 | 1.000 | bicubic | -43.787 | -18.673 | -3 |
185 | dm_nfnet_f3.dm_in1k | 416 | 53.560 | 46.440 | 79.293 | 20.707 | 254.92 | 0.940 | bicubic | -43.920 | -20.347 | -21 |
186 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 53.373 | 46.627 | 80.413 | 19.587 | 86.86 | 1.000 | bicubic | -44.377 | -19.207 | -68 |
187 | deit3_base_patch16_384.fb_in1k | 384 | 53.293 | 46.707 | 80.507 | 19.493 | 86.88 | 1.000 | bicubic | -43.717 | -19.003 | +87 |
188 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 53.160 | 46.840 | 81.467 | 18.533 | 50.22 | 1.000 | bicubic | -44.460 | -18.123 | -52 |
189 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 53.013 | 46.987 | 76.893 | 23.107 | 194.03 | 0.875 | bilinear | -43.907 | -22.697 | +107 |
190 | convnext_small.in12k_ft_in1k | 288 | 52.987 | 47.013 | 81.307 | 18.693 | 50.22 | 1.000 | bicubic | -44.353 | -18.273 | +4 |
191 | volo_d4_224.sail_in1k | 224 | 52.867 | 47.133 | 80.547 | 19.453 | 192.96 | 0.960 | bicubic | -44.433 | -18.983 | +10 |
192 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 52.827 | 47.173 | 81.733 | 18.267 | 189.10 | 1.000 | bicubic | -44.713 | -17.787 | -39 |
193 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 52.800 | 47.200 | 81.133 | 18.867 | 236.34 | 1.000 | bilinear | -44.220 | -18.457 | +77 |
194 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 52.507 | 47.493 | 82.760 | 17.240 | 88.59 | 1.000 | bicubic | -45.093 | -16.960 | -52 |
195 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 52.467 | 47.533 | 79.827 | 20.173 | 387.93 | 1.000 | bilinear | -44.543 | -19.483 | +78 |
196 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 52.320 | 47.680 | 80.000 | 20.000 | 88.34 | 1.000 | bicubic | -45.010 | -19.480 | 0 |
197 | maxvit_tiny_tf_384.in1k | 384 | 52.040 | 47.960 | 79.893 | 20.107 | 30.98 | 1.000 | bicubic | -45.270 | -19.567 | +2 |
198 | vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 52.000 | 48.000 | 80.467 | 19.533 | 60.40 | 0.950 | bicubic | -45.230 | -19.063 | +21 |
199 | dm_nfnet_f5.dm_in1k | 416 | 51.987 | 48.013 | 77.493 | 22.507 | 377.21 | 0.954 | bicubic | -45.483 | -22.027 | -34 |
200 | 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 | -19.017 | +6 |
201 | regnety_120.sw_in12k_ft_in1k | 288 | 51.800 | 48.200 | 80.653 | 19.347 | 51.82 | 1.000 | bicubic | -45.470 | -18.867 | +10 |
202 | efficientvit_l3.r224_in1k | 224 | 51.720 | 48.280 | 79.080 | 20.920 | 246.04 | 1.000 | bicubic | -45.290 | -20.160 | +74 |
203 | convnext_small.fb_in22k_ft_in1k | 288 | 51.547 | 48.453 | 81.333 | 18.667 | 50.22 | 1.000 | bicubic | -45.803 | -18.197 | -11 |
204 | dm_nfnet_f6.dm_in1k | 448 | 51.533 | 48.467 | 76.533 | 23.467 | 438.36 | 0.956 | bicubic | -46.177 | -23.107 | -82 |
205 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 51.387 | 48.613 | 79.920 | 20.080 | 75.26 | 0.965 | bicubic | -46.223 | -19.690 | -66 |
206 | efficientvit_l2.r288_in1k | 288 | 51.347 | 48.653 | 79.973 | 20.027 | 63.71 | 1.000 | bicubic | -45.713 | -19.417 | +58 |
207 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 51.280 | 48.720 | 78.200 | 21.800 | 88.79 | 0.875 | bilinear | -45.940 | -21.380 | +15 |
208 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 51.093 | 48.907 | 78.987 | 21.013 | 22.13 | 1.000 | bicubic | -46.057 | -20.463 | +32 |
209 | tf_efficientnet_b4.ns_jft_in1k | 380 | 51.013 | 48.987 | 79.053 | 20.947 | 19.34 | 0.922 | bicubic | -45.957 | -20.357 | +76 |
210 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 50.987 | 49.013 | 78.667 | 21.333 | 30.39 | 1.000 | bicubic | -46.403 | -20.883 | -27 |
211 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 50.920 | 49.080 | 79.280 | 20.720 | 75.26 | 0.965 | bicubic | -46.530 | -20.360 | -42 |
212 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 50.907 | 49.093 | 78.467 | 21.533 | 54.14 | 1.000 | bicubic | -46.303 | -21.033 | +16 |
213 | flexivit_large.1200ep_in1k | 240 | 50.840 | 49.160 | 80.547 | 19.453 | 304.36 | 0.950 | bicubic | -46.580 | -19.053 | -37 |
214 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 50.747 | 49.253 | 79.893 | 20.107 | 86.53 | 0.900 | bicubic | -46.313 | -19.477 | +48 |
215 | mvitv2_large.fb_in1k | 224 | 50.640 | 49.360 | 78.067 | 21.933 | 217.99 | 0.900 | bicubic | -46.300 | -21.323 | +74 |
216 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 50.627 | 49.373 | 79.800 | 20.200 | 26.21 | 1.000 | bicubic | -46.603 | -19.790 | +5 |
217 | dm_nfnet_f4.dm_in1k | 384 | 50.307 | 49.693 | 76.053 | 23.947 | 316.07 | 0.951 | bicubic | -47.043 | -23.427 | -24 |
218 | 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 | -22.040 | -66 |
219 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 50.240 | 49.760 | 78.200 | 21.800 | 86.57 | 0.950 | bicubic | -47.210 | -21.400 | -48 |
220 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 50.160 | 49.840 | 81.053 | 18.947 | 26.77 | 1.000 | bicubic | -47.120 | -18.467 | -15 |
221 | convnext_tiny.in12k_ft_in1k_384 | 384 | 50.120 | 49.880 | 79.733 | 20.267 | 28.59 | 1.000 | bicubic | -47.210 | -19.747 | -26 |
222 | tf_efficientnetv2_l.in1k | 480 | 50.120 | 49.880 | 77.520 | 22.480 | 118.52 | 1.000 | bicubic | -47.390 | -22.030 | -65 |
223 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 50.093 | 49.907 | 77.640 | 22.360 | 236.34 | 1.000 | bicubic | -46.737 | -21.890 | +91 |
224 | convformer_s36.sail_in1k_384 | 384 | 50.080 | 49.920 | 78.920 | 21.080 | 40.01 | 1.000 | bicubic | -47.200 | -20.670 | -17 |
225 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 50.080 | 49.920 | 77.587 | 22.413 | 86.86 | 1.000 | bicubic | -46.630 | -21.863 | +119 |
226 | volo_d3_224.sail_in1k | 224 | 50.000 | 50.000 | 78.320 | 21.680 | 86.33 | 0.960 | bicubic | -47.110 | -21.080 | +24 |
227 | flexivit_large.600ep_in1k | 240 | 49.973 | 50.027 | 79.960 | 20.040 | 304.36 | 0.950 | bicubic | -47.307 | -19.640 | -23 |
228 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 49.853 | 50.147 | 78.560 | 21.440 | 32.59 | 1.000 | bicubic | -47.317 | -21.020 | +6 |
229 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 49.733 | 50.267 | 78.733 | 21.267 | 86.57 | 0.900 | bicubic | -47.427 | -20.937 | +10 |
230 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 49.680 | 50.320 | 78.493 | 21.507 | 60.40 | 0.950 | bicubic | -47.650 | -21.107 | -33 |
231 | nextvit_large.bd_ssld_6m_in1k | 224 | 49.547 | 50.453 | 80.813 | 19.187 | 57.87 | 0.950 | bicubic | -47.833 | -18.857 | -45 |
232 | inception_next_base.sail_in1k_384 | 384 | 49.493 | 50.507 | 78.560 | 21.440 | 86.67 | 1.000 | bicubic | -47.777 | -21.100 | -20 |
233 | regnety_160.lion_in12k_ft_in1k | 224 | 49.453 | 50.547 | 78.467 | 21.533 | 83.59 | 0.950 | bicubic | -47.797 | -21.073 | -19 |
234 | cait_s24_384.fb_dist_in1k | 384 | 49.427 | 50.573 | 78.653 | 21.347 | 47.06 | 1.000 | bicubic | -47.643 | -20.767 | +27 |
235 | nextvit_large.bd_in1k_384 | 384 | 49.320 | 50.680 | 78.413 | 21.587 | 57.87 | 1.000 | bicubic | -47.690 | -20.947 | +37 |
236 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 49.253 | 50.747 | 79.747 | 20.253 | 84.40 | 1.000 | bicubic | -48.057 | -19.753 | -36 |
237 | 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 | +54 |
238 | regnety_160.sw_in12k_ft_in1k | 224 | 49.107 | 50.893 | 77.813 | 22.187 | 83.59 | 0.950 | bicubic | -48.113 | -21.777 | -15 |
239 | deit_base_distilled_patch16_384.fb_in1k | 384 | 49.027 | 50.973 | 78.960 | 21.040 | 87.63 | 1.000 | bicubic | -47.973 | -20.570 | +40 |
240 | caformer_s18.sail_in1k_384 | 384 | 48.907 | 51.093 | 78.720 | 21.280 | 26.34 | 1.000 | bicubic | -48.163 | -20.700 | +20 |
241 | coat_lite_medium_384.in1k | 384 | 48.840 | 51.160 | 78.520 | 21.480 | 44.57 | 1.000 | bicubic | -48.310 | -20.950 | 0 |
242 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 48.693 | 51.307 | 79.933 | 20.067 | 88.59 | 1.000 | bicubic | -48.577 | -19.727 | -32 |
243 | caformer_b36.sail_in1k | 224 | 48.627 | 51.373 | 75.707 | 24.293 | 98.75 | 1.000 | bicubic | -48.373 | -23.813 | +37 |
244 | convnextv2_base.fcmae_ft_in1k | 288 | 48.613 | 51.387 | 78.880 | 21.120 | 88.72 | 1.000 | bicubic | -48.627 | -20.660 | -28 |
245 | efficientvit_l2.r256_in1k | 256 | 48.587 | 51.413 | 77.907 | 22.093 | 63.71 | 1.000 | bicubic | -48.263 | -21.393 | +64 |
246 | deit3_large_patch16_224.fb_in1k | 224 | 48.573 | 51.427 | 78.027 | 21.973 | 304.37 | 0.900 | bicubic | -48.407 | -21.243 | +37 |
247 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 48.493 | 51.507 | 77.400 | 22.600 | 88.30 | 1.000 | bicubic | -48.877 | -22.120 | -58 |
248 | flexivit_large.300ep_in1k | 240 | 48.453 | 51.547 | 78.627 | 21.373 | 304.36 | 0.950 | bicubic | -48.797 | -20.863 | -33 |
249 | 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 | +32 |
250 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 48.067 | 51.933 | 77.653 | 22.347 | 21.46 | 1.000 | bicubic | -48.683 | -21.637 | +79 |
251 | tf_efficientnet_b8.ra_in1k | 672 | 48.013 | 51.987 | 76.467 | 23.533 | 87.41 | 0.954 | bicubic | -49.197 | -23.073 | -24 |
252 | 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 | +12 |
253 | convnext_small.in12k_ft_in1k | 224 | 47.907 | 52.093 | 77.253 | 22.747 | 50.22 | 0.950 | bicubic | -49.303 | -22.247 | -28 |
254 | regnety_2560.seer_ft_in1k | 384 | 47.787 | 52.213 | 76.333 | 23.667 | 1,282.60 | 1.000 | bicubic | -49.453 | -23.217 | -36 |
255 | hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k | 256 | 47.667 | 52.333 | 76.840 | 23.160 | 34.36 | 0.950 | bicubic | -49.513 | -22.720 | -22 |
256 | resnest269e.in1k | 416 | 47.640 | 52.360 | 74.080 | 25.920 | 110.93 | 0.928 | bicubic | -48.880 | -25.250 | +144 |
257 | convnext_tiny.in12k_ft_in1k | 288 | 47.533 | 52.467 | 78.973 | 21.027 | 28.59 | 1.000 | bicubic | -49.567 | -20.547 | -5 |
258 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 47.453 | 52.547 | 78.147 | 21.853 | 86.57 | 0.900 | bicubic | -49.637 | -21.313 | -4 |
259 | regnetz_e8.ra3_in1k | 320 | 47.347 | 52.653 | 75.760 | 24.240 | 57.70 | 1.000 | bicubic | -49.863 | -23.840 | -33 |
260 | convformer_s36.sail_in22k_ft_in1k | 224 | 47.307 | 52.693 | 77.307 | 22.693 | 40.01 | 1.000 | bicubic | -49.773 | -22.243 | -2 |
261 | nextvit_base.bd_ssld_6m_in1k | 224 | 47.280 | 52.720 | 78.560 | 21.440 | 44.82 | 0.950 | bicubic | -49.990 | -21.000 | -52 |
262 | xcit_large_24_p8_224.fb_in1k | 224 | 46.867 | 53.133 | 74.400 | 25.600 | 188.93 | 1.000 | bicubic | -49.533 | -24.750 | +170 |
263 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 46.773 | 53.227 | 76.987 | 23.013 | 47.67 | 1.000 | bicubic | -50.357 | -22.513 | -20 |
264 | 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 | -33 |
265 | convnext_large.fb_in1k | 288 | 46.667 | 53.333 | 76.733 | 23.267 | 197.77 | 1.000 | bicubic | -50.423 | -22.717 | -9 |
266 | tf_efficientnet_b8.ap_in1k | 672 | 46.493 | 53.507 | 76.187 | 23.813 | 87.41 | 0.954 | bicubic | -50.627 | -23.423 | -22 |
267 | hgnet_base.ssld_in1k | 288 | 46.480 | 53.520 | 76.213 | 23.787 | 71.58 | 1.000 | bicubic | -50.950 | -23.407 | -92 |
268 | nextvit_base.bd_in1k_384 | 384 | 46.400 | 53.600 | 76.800 | 23.200 | 44.82 | 1.000 | bicubic | -50.510 | -22.600 | +30 |
269 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 46.347 | 53.653 | 76.640 | 23.360 | 217.32 | 1.000 | bilinear | -50.383 | -22.700 | +66 |
270 | efficientnetv2_rw_m.agc_in1k | 416 | 46.333 | 53.667 | 75.733 | 24.267 | 53.24 | 1.000 | bicubic | -50.667 | -23.617 | +7 |
271 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 46.133 | 53.867 | 77.000 | 23.000 | 38.88 | 0.950 | bicubic | -51.037 | -22.390 | -34 |
272 | dm_nfnet_f2.dm_in1k | 352 | 46.120 | 53.880 | 74.613 | 25.387 | 193.78 | 0.920 | bicubic | -50.990 | -24.847 | -24 |
273 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 45.947 | 54.053 | 77.773 | 22.227 | 39.57 | 1.000 | bicubic | -51.423 | -21.897 | -85 |
274 | volo_d2_224.sail_in1k | 224 | 45.893 | 54.107 | 75.147 | 24.853 | 58.68 | 0.960 | bicubic | -51.097 | -24.243 | +8 |
275 | swinv2_base_window16_256.ms_in1k | 256 | 45.893 | 54.107 | 75.107 | 24.893 | 87.92 | 0.900 | bicubic | -50.877 | -24.233 | +51 |
276 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 45.867 | 54.133 | 72.093 | 27.907 | 194.03 | 0.875 | bilinear | -50.733 | -27.407 | +100 |
277 | caformer_m36.sail_in1k | 224 | 45.773 | 54.227 | 74.533 | 25.467 | 56.20 | 1.000 | bicubic | -51.117 | -24.937 | +27 |
278 | ecaresnet269d.ra2_in1k | 352 | 45.747 | 54.253 | 74.947 | 25.053 | 102.09 | 1.000 | bicubic | -51.343 | -24.533 | -23 |
279 | convnextv2_base.fcmae_ft_in1k | 224 | 45.733 | 54.267 | 75.960 | 24.040 | 88.72 | 0.875 | bicubic | -51.167 | -23.460 | +22 |
280 | dm_nfnet_f3.dm_in1k | 320 | 45.440 | 54.560 | 72.360 | 27.640 | 254.92 | 0.940 | bicubic | -51.750 | -27.180 | -50 |
281 | swin_base_patch4_window12_384.ms_in1k | 384 | 45.413 | 54.587 | 74.613 | 25.387 | 87.90 | 1.000 | bicubic | -51.167 | -24.707 | +104 |
282 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 45.360 | 54.640 | 76.160 | 23.840 | 22.20 | 1.000 | bicubic | -51.340 | -23.080 | +66 |
283 | tf_efficientnet_b7.ap_in1k | 600 | 45.267 | 54.733 | 74.027 | 25.973 | 66.35 | 0.949 | bicubic | -51.943 | -25.443 | -58 |
284 | 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 | +186 |
285 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 45.227 | 54.773 | 76.760 | 23.240 | 84.32 | 1.000 | bicubic | -51.703 | -22.490 | +9 |
286 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 45.227 | 54.773 | 75.467 | 24.533 | 36.47 | 1.000 | bicubic | -51.453 | -23.903 | +70 |
287 | convnext_small.fb_in22k_ft_in1k | 224 | 45.147 | 54.853 | 77.493 | 22.507 | 50.22 | 0.875 | bicubic | -51.823 | -22.087 | -1 |
288 | 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 | -25.370 | +75 |
289 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 45.120 | 54.880 | 76.587 | 23.413 | 28.64 | 1.000 | bicubic | -52.120 | -22.923 | -72 |
290 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 44.880 | 55.120 | 74.573 | 25.427 | 32.59 | 0.950 | bicubic | -52.130 | -24.927 | -15 |
291 | eca_nfnet_l2.ra3_in1k | 384 | 44.760 | 55.240 | 75.680 | 24.320 | 56.72 | 1.000 | bicubic | -52.320 | -23.930 | -32 |
292 | hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k | 256 | 44.720 | 55.280 | 74.467 | 25.533 | 34.36 | 0.950 | bicubic | -51.980 | -24.883 | +59 |
293 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 44.493 | 55.507 | 75.133 | 24.867 | 66.01 | 0.950 | bicubic | -52.297 | -24.197 | +29 |
294 | regnety_120.sw_in12k_ft_in1k | 224 | 44.467 | 55.533 | 74.653 | 25.347 | 51.82 | 0.950 | bicubic | -52.703 | -24.807 | -59 |
295 | ecaresnet269d.ra2_in1k | 320 | 44.347 | 55.653 | 73.947 | 26.053 | 102.09 | 0.950 | bicubic | -52.763 | -25.553 | -44 |
296 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 44.307 | 55.693 | 74.947 | 25.053 | 21.20 | 0.950 | bicubic | -52.893 | -24.543 | -67 |
297 | tf_efficientnetv2_l.in1k | 384 | 44.067 | 55.933 | 72.027 | 27.973 | 118.52 | 1.000 | bicubic | -53.203 | -27.473 | -84 |
298 | rexnetr_300.sw_in12k_ft_in1k | 288 | 44.053 | 55.947 | 76.693 | 23.307 | 34.81 | 1.000 | bicubic | -52.797 | -22.827 | +10 |
299 | resnest200e.in1k | 320 | 43.987 | 56.013 | 73.400 | 26.600 | 70.20 | 0.909 | bicubic | -52.623 | -25.900 | +73 |
300 | crossvit_18_dagger_408.in1k | 408 | 43.840 | 56.160 | 73.613 | 26.387 | 44.61 | 1.000 | bicubic | -52.690 | -25.647 | +98 |
301 | cait_xs24_384.fb_dist_in1k | 384 | 43.640 | 56.360 | 74.840 | 25.160 | 26.67 | 1.000 | bicubic | -52.930 | -24.400 | +87 |
302 | seresnextaa101d_32x8d.ah_in1k | 288 | 43.613 | 56.387 | 73.093 | 26.907 | 93.59 | 1.000 | bicubic | -53.327 | -26.247 | -12 |
303 | resnetrs200.tf_in1k | 320 | 43.493 | 56.507 | 72.533 | 27.467 | 93.21 | 1.000 | bicubic | -53.227 | -26.827 | +40 |
304 | 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 | -23.013 | +89 |
305 | caformer_s18.sail_in22k_ft_in1k | 224 | 43.333 | 56.667 | 74.920 | 25.080 | 26.34 | 1.000 | bicubic | -53.377 | -24.560 | +39 |
306 | hiera_base_224.mae_in1k_ft_in1k | 224 | 43.333 | 56.667 | 73.160 | 26.840 | 51.52 | 0.900 | bicubic | -53.257 | -26.000 | +77 |
307 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 43.293 | 56.707 | 75.267 | 24.733 | 39.57 | 1.000 | bicubic | -53.977 | -24.273 | -100 |
308 | mvitv2_base.fb_in1k | 224 | 43.293 | 56.707 | 73.920 | 26.080 | 51.47 | 0.900 | bicubic | -53.477 | -25.330 | +20 |
309 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 43.227 | 56.773 | 74.000 | 26.000 | 26.25 | 1.000 | bicubic | -53.723 | -25.400 | -21 |
310 | tresnet_xl.miil_in1k_448 | 448 | 43.213 | 56.787 | 72.147 | 27.853 | 78.44 | 0.875 | bilinear | -52.757 | -26.973 | +268 |
311 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 43.120 | 56.880 | 72.573 | 27.427 | 86.57 | 0.900 | bicubic | -53.760 | -26.817 | -6 |
312 | regnetz_e8.ra3_in1k | 256 | 43.093 | 56.907 | 72.200 | 27.800 | 57.70 | 0.940 | bicubic | -53.597 | -27.170 | +40 |
313 | 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 | +217 |
314 | rdnet_large.nv_in1k | 224 | 42.787 | 57.213 | 73.613 | 26.387 | 186.27 | 0.900 | bicubic | -54.123 | -25.847 | -15 |
315 | edgenext_base.in21k_ft_in1k | 320 | 42.773 | 57.227 | 75.427 | 24.573 | 18.51 | 1.000 | bicubic | -53.967 | -23.993 | +19 |
316 | hrnet_w48_ssld.paddle_in1k | 288 | 42.693 | 57.307 | 72.067 | 27.933 | 77.47 | 1.000 | bilinear | -54.347 | -27.303 | -50 |
317 | efficientvit_l2.r224_in1k | 224 | 42.653 | 57.347 | 74.320 | 25.680 | 63.71 | 1.000 | bicubic | -54.187 | -24.930 | -6 |
318 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 42.573 | 57.427 | 72.640 | 27.360 | 88.30 | 0.950 | bicubic | -54.527 | -26.880 | -65 |
319 | 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 | +80 |
320 | nextvit_small.bd_ssld_6m_in1k | 224 | 42.533 | 57.467 | 75.467 | 24.533 | 31.76 | 0.950 | bicubic | -54.427 | -24.013 | -33 |
321 | gcvit_base.in1k | 224 | 42.520 | 57.480 | 73.440 | 26.560 | 90.32 | 0.875 | bicubic | -54.040 | -25.790 | +70 |
322 | resnetrs420.tf_in1k | 416 | 42.427 | 57.573 | 70.160 | 29.840 | 191.89 | 1.000 | bicubic | -54.483 | -29.070 | -25 |
323 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 42.413 | 57.587 | 74.240 | 25.760 | 38.86 | 0.950 | bicubic | -54.257 | -24.920 | +37 |
324 | tf_efficientnetv2_m.in1k | 480 | 42.400 | 57.600 | 72.213 | 27.787 | 54.14 | 1.000 | bicubic | -54.830 | -27.257 | -104 |
325 | maxvit_large_tf_224.in1k | 224 | 42.360 | 57.640 | 69.213 | 30.787 | 211.79 | 0.950 | bicubic | -54.660 | -30.027 | -54 |
326 | dm_nfnet_f1.dm_in1k | 320 | 42.293 | 57.707 | 71.293 | 28.707 | 132.63 | 0.910 | bicubic | -54.767 | -28.317 | -63 |
327 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 42.267 | 57.733 | 72.773 | 27.227 | 12.11 | 1.000 | bicubic | -54.313 | -26.467 | +56 |
328 | swinv2_small_window16_256.ms_in1k | 256 | 42.267 | 57.733 | 72.747 | 27.253 | 49.73 | 0.900 | bicubic | -54.203 | -26.653 | +84 |
329 | tf_efficientnet_b7.ra_in1k | 600 | 42.253 | 57.747 | 72.547 | 27.453 | 66.35 | 0.949 | bicubic | -54.747 | -26.943 | -51 |
330 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 42.200 | 57.800 | 72.373 | 27.627 | 64.90 | 0.900 | bicubic | -54.360 | -26.757 | +62 |
331 | convformer_s18.sail_in1k_384 | 384 | 42.187 | 57.813 | 74.013 | 25.987 | 26.77 | 1.000 | bicubic | -54.853 | -25.627 | -64 |
332 | maxvit_base_tf_224.in1k | 224 | 42.027 | 57.973 | 70.053 | 29.947 | 119.47 | 0.950 | bicubic | -54.953 | -29.277 | -48 |
333 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 42.013 | 57.987 | 73.533 | 26.467 | 28.59 | 1.000 | bicubic | -55.097 | -25.977 | -84 |
334 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 41.960 | 58.040 | 73.987 | 26.013 | 86.57 | 1.000 | bicubic | -55.160 | -25.673 | -87 |
335 | convnext_base.fb_in1k | 288 | 41.907 | 58.093 | 73.840 | 26.160 | 88.59 | 1.000 | bicubic | -54.913 | -25.580 | -19 |
336 | eca_nfnet_l2.ra3_in1k | 320 | 41.907 | 58.093 | 72.933 | 27.067 | 56.72 | 0.900 | bicubic | -54.683 | -26.477 | +45 |
337 | crossvit_15_dagger_408.in1k | 408 | 41.787 | 58.213 | 71.947 | 28.053 | 28.50 | 1.000 | bicubic | -54.633 | -27.303 | +90 |
338 | nextvit_small.bd_in1k_384 | 384 | 41.747 | 58.253 | 72.747 | 27.253 | 31.76 | 1.000 | bicubic | -55.073 | -26.623 | -20 |
339 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 41.733 | 58.267 | 75.133 | 24.867 | 28.64 | 1.000 | bicubic | -55.107 | -24.317 | -29 |
340 | xcit_small_24_p8_224.fb_in1k | 224 | 41.653 | 58.347 | 70.867 | 29.133 | 47.63 | 1.000 | bicubic | -54.777 | -28.303 | +84 |
341 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 41.613 | 58.387 | 70.280 | 29.720 | 328.99 | 0.900 | bicubic | -55.177 | -29.090 | -18 |
342 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 41.600 | 58.400 | 71.853 | 28.147 | 44.18 | 0.875 | bilinear | -54.840 | -27.277 | +76 |
343 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 41.533 | 58.467 | 73.667 | 26.333 | 47.63 | 1.000 | bicubic | -55.357 | -25.813 | -40 |
344 | resnetaa101d.sw_in12k_ft_in1k | 288 | 41.533 | 58.467 | 72.507 | 27.493 | 44.57 | 1.000 | bicubic | -55.137 | -26.993 | +17 |
345 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 41.427 | 58.573 | 71.627 | 28.373 | 63.95 | 0.950 | bicubic | -55.193 | -27.653 | +26 |
346 | convnext_large.fb_in1k | 224 | 41.213 | 58.787 | 73.280 | 26.720 | 197.77 | 0.875 | bicubic | -55.537 | -26.090 | -15 |
347 | swinv2_base_window8_256.ms_in1k | 256 | 41.160 | 58.840 | 72.560 | 27.440 | 87.92 | 0.900 | bicubic | -55.390 | -26.850 | +47 |
348 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 41.080 | 58.920 | 72.000 | 28.000 | 22.06 | 1.000 | bicubic | -55.590 | -27.360 | +13 |
349 | caformer_s36.sail_in1k | 224 | 41.080 | 58.920 | 70.920 | 29.080 | 39.30 | 1.000 | bicubic | -55.650 | -28.620 | -12 |
350 | seresnext101d_32x8d.ah_in1k | 288 | 40.933 | 59.067 | 70.720 | 29.280 | 93.59 | 1.000 | bicubic | -55.797 | -28.580 | -13 |
351 | davit_base.msft_in1k | 224 | 40.787 | 59.213 | 72.587 | 27.413 | 87.95 | 0.950 | bicubic | -56.143 | -26.933 | -56 |
352 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 40.733 | 59.267 | 70.880 | 29.120 | 29.15 | 0.950 | bicubic | -55.687 | -28.280 | +73 |
353 | hgnet_base.ssld_in1k | 224 | 40.693 | 59.307 | 70.667 | 29.333 | 71.58 | 0.965 | bicubic | -56.387 | -28.843 | -96 |
354 | regnety_1280.seer_ft_in1k | 384 | 40.667 | 59.333 | 70.587 | 29.413 | 644.81 | 1.000 | bicubic | -56.213 | -28.943 | -48 |
355 | flexivit_base.1200ep_in1k | 240 | 40.587 | 59.413 | 72.187 | 27.813 | 86.59 | 0.950 | bicubic | -56.173 | -27.173 | -27 |
356 | tf_efficientnet_b6.ap_in1k | 528 | 40.373 | 59.627 | 71.387 | 28.613 | 43.04 | 0.942 | bicubic | -56.747 | -28.073 | -110 |
357 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 40.333 | 59.667 | 74.560 | 25.440 | 129.14 | 0.875 | bicubic | -56.267 | -24.980 | +20 |
358 | convformer_b36.sail_in1k | 224 | 40.280 | 59.720 | 69.107 | 30.893 | 99.88 | 1.000 | bicubic | -56.630 | -30.293 | -58 |
359 | deit3_small_patch16_384.fb_in1k | 384 | 40.227 | 59.773 | 70.000 | 30.000 | 22.21 | 1.000 | bicubic | -55.993 | -29.210 | +134 |
360 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 40.133 | 59.867 | 72.453 | 27.547 | 32.59 | 0.950 | bicubic | -56.737 | -26.907 | -53 |
361 | tresnet_l.miil_in1k_448 | 448 | 40.133 | 59.867 | 69.720 | 30.280 | 55.99 | 0.875 | bilinear | -55.757 | -29.400 | +233 |
362 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 39.907 | 60.093 | 72.320 | 27.680 | 39.57 | 0.965 | bicubic | -57.213 | -27.280 | -117 |
363 | deit_base_patch16_384.fb_in1k | 384 | 39.880 | 60.120 | 70.373 | 29.627 | 86.86 | 1.000 | bicubic | -56.290 | -28.827 | +151 |
364 | flexivit_base.600ep_in1k | 240 | 39.800 | 60.200 | 71.680 | 28.320 | 86.59 | 0.950 | bicubic | -56.850 | -27.650 | 0 |
365 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 39.720 | 60.280 | 72.587 | 27.413 | 28.64 | 0.875 | bicubic | -56.750 | -26.623 | +43 |
366 | 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 | +13 |
367 | regnetz_040_h.ra3_in1k | 320 | 39.707 | 60.293 | 70.960 | 29.040 | 28.94 | 1.000 | bicubic | -57.013 | -28.540 | -26 |
368 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 39.693 | 60.307 | 71.133 | 28.867 | 22.52 | 0.950 | bicubic | -56.647 | -28.127 | +90 |
369 | swin_s3_base_224.ms_in1k | 224 | 39.627 | 60.373 | 70.613 | 29.387 | 71.13 | 0.900 | bicubic | -56.643 | -28.727 | +107 |
370 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 39.613 | 60.387 | 70.467 | 29.533 | 86.43 | 0.950 | bicubic | -56.827 | -29.013 | +50 |
371 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 39.600 | 60.400 | 72.880 | 27.120 | 37.76 | 1.000 | bicubic | -57.100 | -26.600 | -22 |
372 | regnetz_d8.ra3_in1k | 320 | 39.480 | 60.520 | 71.227 | 28.773 | 23.37 | 1.000 | bicubic | -57.150 | -28.193 | -5 |
373 | resnetrs350.tf_in1k | 384 | 39.400 | 60.600 | 68.293 | 31.707 | 163.96 | 1.000 | bicubic | -57.370 | -31.037 | -48 |
374 | flexivit_base.300ep_in1k | 240 | 39.320 | 60.680 | 70.733 | 29.267 | 86.59 | 0.950 | bicubic | -57.290 | -28.607 | +1 |
375 | gcvit_small.in1k | 224 | 39.253 | 60.747 | 70.520 | 29.480 | 51.09 | 0.875 | bicubic | -57.017 | -28.640 | +102 |
376 | seresnext101_32x8d.ah_in1k | 288 | 39.040 | 60.960 | 68.987 | 31.013 | 93.57 | 1.000 | bicubic | -57.740 | -30.363 | -52 |
377 | deit3_base_patch16_224.fb_in1k | 224 | 38.920 | 61.080 | 70.747 | 29.253 | 86.59 | 0.900 | bicubic | -57.370 | -28.443 | +95 |
378 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 38.893 | 61.107 | 70.707 | 29.293 | 32.59 | 1.000 | bicubic | -57.567 | -28.593 | +36 |
379 | regnetz_d8_evos.ch_in1k | 320 | 38.840 | 61.160 | 71.333 | 28.667 | 23.46 | 1.000 | bicubic | -57.730 | -28.127 | +8 |
380 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 38.840 | 61.160 | 68.627 | 31.373 | 306.63 | 1.000 | bicubic | -57.000 | -30.533 | +227 |
381 | volo_d1_224.sail_in1k | 224 | 38.693 | 61.307 | 70.120 | 29.880 | 26.63 | 0.960 | bicubic | -57.627 | -29.120 | +84 |
382 | mvitv2_small.fb_in1k | 224 | 38.560 | 61.440 | 69.960 | 30.040 | 34.87 | 0.900 | bicubic | -57.790 | -29.430 | +71 |
383 | coat_lite_medium.in1k | 224 | 38.440 | 61.560 | 71.093 | 28.907 | 44.57 | 0.900 | bicubic | -58.030 | -28.267 | +29 |
384 | efficientnetv2_rw_m.agc_in1k | 320 | 38.427 | 61.573 | 70.133 | 29.867 | 53.24 | 1.000 | bicubic | -58.163 | -29.177 | -5 |
385 | regnetz_040.ra3_in1k | 320 | 38.427 | 61.573 | 70.067 | 29.933 | 27.12 | 1.000 | bicubic | -58.283 | -29.443 | -38 |
386 | 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 | +146 |
387 | 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 | -57 |
388 | davit_small.msft_in1k | 224 | 38.107 | 61.893 | 70.613 | 29.387 | 49.75 | 0.950 | bicubic | -58.533 | -28.747 | -23 |
389 | convnext_tiny.in12k_ft_in1k | 224 | 38.080 | 61.920 | 71.840 | 28.160 | 28.59 | 0.950 | bicubic | -58.660 | -27.620 | -56 |
390 | rdnet_base.nv_in1k | 224 | 38.013 | 61.987 | 70.000 | 30.000 | 87.45 | 0.900 | bicubic | -58.677 | -29.240 | -36 |
391 | convformer_m36.sail_in1k | 224 | 37.920 | 62.080 | 66.933 | 33.067 | 57.05 | 1.000 | bicubic | -58.770 | -32.417 | -36 |
392 | resnet200d.ra2_in1k | 320 | 37.893 | 62.107 | 68.333 | 31.667 | 64.69 | 1.000 | bicubic | -58.837 | -31.037 | -54 |
393 | tf_efficientnet_b7.aa_in1k | 600 | 37.760 | 62.240 | 69.427 | 30.573 | 66.35 | 0.949 | bicubic | -58.780 | -29.883 | +4 |
394 | focalnet_base_srf.ms_in1k | 224 | 37.747 | 62.253 | 69.707 | 30.293 | 88.15 | 0.900 | bicubic | -58.843 | -29.723 | -11 |
395 | maxvit_small_tf_224.in1k | 224 | 37.693 | 62.307 | 68.373 | 31.627 | 68.93 | 0.950 | bicubic | -58.997 | -30.697 | -43 |
396 | swinv2_small_window8_256.ms_in1k | 256 | 37.667 | 62.333 | 69.960 | 30.040 | 49.73 | 0.900 | bicubic | -58.653 | -29.340 | +72 |
397 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 37.627 | 62.373 | 68.867 | 31.133 | 60.23 | 0.950 | bicubic | -58.733 | -30.513 | +48 |
398 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 37.613 | 62.387 | 69.667 | 30.333 | 21.46 | 1.000 | bicubic | -58.707 | -29.663 | +69 |
399 | fastvit_ma36.apple_dist_in1k | 256 | 37.533 | 62.467 | 70.973 | 29.027 | 44.07 | 0.950 | bicubic | -59.267 | -28.357 | -79 |
400 | focalnet_base_lrf.ms_in1k | 224 | 37.533 | 62.467 | 68.600 | 31.400 | 88.75 | 0.900 | bicubic | -58.947 | -30.530 | +8 |
401 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 37.480 | 62.520 | 69.827 | 30.173 | 39.57 | 0.965 | bicubic | -59.550 | -29.743 | -134 |
402 | seresnet152d.ra2_in1k | 320 | 37.480 | 62.520 | 69.080 | 30.920 | 66.84 | 1.000 | bicubic | -59.320 | -30.330 | -82 |
403 | efficientvit_b3.r288_in1k | 288 | 37.347 | 62.653 | 69.653 | 30.347 | 48.65 | 1.000 | bicubic | -59.283 | -29.807 | -35 |
404 | twins_svt_large.in1k | 224 | 37.347 | 62.653 | 69.227 | 30.773 | 99.27 | 0.900 | bicubic | -58.913 | -29.943 | +75 |
405 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 37.307 | 62.693 | 71.440 | 28.560 | 189.10 | 1.000 | bicubic | -59.513 | -27.860 | -89 |
406 | xcit_small_12_p8_224.fb_in1k | 224 | 37.307 | 62.693 | 68.133 | 31.867 | 26.21 | 1.000 | bicubic | -58.803 | -31.137 | +126 |
407 | swin_s3_small_224.ms_in1k | 224 | 37.053 | 62.947 | 68.147 | 31.853 | 49.74 | 0.900 | bicubic | -59.187 | -31.193 | +81 |
408 | eca_nfnet_l1.ra2_in1k | 320 | 37.027 | 62.973 | 70.573 | 29.427 | 41.41 | 1.000 | bicubic | -59.723 | -28.727 | -76 |
409 | 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 | -30.497 | +17 |
410 | regnetz_d32.ra3_in1k | 320 | 36.813 | 63.187 | 70.080 | 29.920 | 27.58 | 0.950 | bicubic | -59.787 | -29.210 | -32 |
411 | convnext_small.fb_in1k | 288 | 36.787 | 63.213 | 70.947 | 29.053 | 50.22 | 1.000 | bicubic | -59.773 | -28.393 | -21 |
412 | seresnextaa101d_32x8d.ah_in1k | 224 | 36.760 | 63.240 | 66.347 | 33.653 | 93.59 | 0.950 | bicubic | -59.570 | -32.883 | +48 |
413 | pvt_v2_b4.in1k | 224 | 36.747 | 63.253 | 68.680 | 31.320 | 62.56 | 0.900 | bicubic | -59.633 | -30.500 | +26 |
414 | convnext_base.fb_in1k | 224 | 36.693 | 63.307 | 69.947 | 30.053 | 88.59 | 0.875 | bicubic | -59.737 | -29.443 | +8 |
415 | pit_b_distilled_224.in1k | 224 | 36.640 | 63.360 | 67.840 | 32.160 | 74.79 | 0.900 | bicubic | -59.610 | -31.290 | +67 |
416 | regnety_064.ra3_in1k | 288 | 36.640 | 63.360 | 67.560 | 32.440 | 30.58 | 1.000 | bicubic | -59.720 | -31.770 | +29 |
417 | convnext_tiny.fb_in22k_ft_in1k | 224 | 36.600 | 63.400 | 69.987 | 30.013 | 28.59 | 0.875 | bicubic | -59.640 | -29.183 | +67 |
418 | efficientnetv2_rw_s.ra2_in1k | 384 | 36.587 | 63.413 | 68.040 | 31.960 | 23.94 | 1.000 | bicubic | -59.953 | -31.320 | -22 |
419 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 36.560 | 63.440 | 68.040 | 31.960 | 60.40 | 0.950 | bicubic | -59.530 | -30.830 | +121 |
420 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 36.520 | 63.480 | 69.147 | 30.853 | 88.30 | 1.000 | bicubic | -59.980 | -30.263 | -17 |
421 | regnety_160.deit_in1k | 288 | 36.480 | 63.520 | 68.813 | 31.187 | 83.59 | 1.000 | bicubic | -59.880 | -30.357 | +21 |
422 | fastvit_sa36.apple_dist_in1k | 256 | 36.413 | 63.587 | 69.573 | 30.427 | 31.53 | 0.900 | bicubic | -59.937 | -29.647 | +28 |
423 | hiera_small_224.mae_in1k_ft_in1k | 224 | 36.413 | 63.587 | 68.000 | 32.000 | 35.01 | 0.900 | bicubic | -59.917 | -31.170 | +40 |
424 | resnext101_64x4d.c1_in1k | 288 | 36.347 | 63.653 | 65.960 | 34.040 | 83.46 | 1.000 | bicubic | -59.783 | -33.270 | +103 |
425 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 36.333 | 63.667 | 69.040 | 30.960 | 37.76 | 0.950 | bicubic | -60.127 | -30.160 | -9 |
426 | hgnet_small.ssld_in1k | 288 | 36.307 | 63.693 | 70.800 | 29.200 | 24.36 | 1.000 | bicubic | -60.623 | -28.760 | -134 |
427 | rexnetr_300.sw_in12k_ft_in1k | 224 | 36.293 | 63.707 | 69.880 | 30.120 | 34.81 | 0.950 | bicubic | -60.347 | -29.490 | -61 |
428 | pvt_v2_b5.in1k | 224 | 36.280 | 63.720 | 68.400 | 31.600 | 81.96 | 0.900 | bicubic | -60.070 | -30.940 | +28 |
429 | cait_xxs36_384.fb_dist_in1k | 384 | 36.093 | 63.907 | 67.413 | 32.587 | 17.37 | 1.000 | bicubic | -59.777 | -31.727 | +174 |
430 | efficientvit_l1.r224_in1k | 224 | 35.960 | 64.040 | 68.000 | 32.000 | 52.65 | 1.000 | bicubic | -60.370 | -31.050 | +33 |
431 | nest_base_jx.goog_in1k | 224 | 35.947 | 64.053 | 66.600 | 33.400 | 67.72 | 0.875 | bicubic | -60.303 | -32.630 | +51 |
432 | swin_base_patch4_window7_224.ms_in1k | 224 | 35.773 | 64.227 | 68.213 | 31.787 | 87.77 | 0.900 | bicubic | -60.317 | -30.937 | +109 |
433 | regnety_640.seer_ft_in1k | 384 | 35.760 | 64.240 | 68.000 | 32.000 | 281.38 | 1.000 | bicubic | -61.070 | -31.660 | -118 |
434 | repvgg_d2se.rvgg_in1k | 320 | 35.720 | 64.280 | 66.667 | 33.333 | 133.33 | 1.000 | bilinear | -60.960 | -32.623 | -77 |
435 | maxvit_tiny_rw_224.sw_in1k | 224 | 35.720 | 64.280 | 65.747 | 34.253 | 29.06 | 0.950 | bicubic | -60.520 | -33.323 | +52 |
436 | coatnet_1_rw_224.sw_in1k | 224 | 35.693 | 64.307 | 66.987 | 33.013 | 41.72 | 0.950 | bicubic | -60.337 | -32.173 | +122 |
437 | tf_efficientnet_b3.ns_jft_in1k | 300 | 35.680 | 64.320 | 67.787 | 32.213 | 12.23 | 0.904 | bicubic | -60.700 | -31.603 | +1 |
438 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 35.667 | 64.333 | 69.440 | 30.560 | 37.76 | 0.950 | bicubic | -60.763 | -29.790 | -15 |
439 | edgenext_base.in21k_ft_in1k | 256 | 35.640 | 64.360 | 69.440 | 30.560 | 18.51 | 0.950 | bicubic | -60.720 | -29.780 | +2 |
440 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 35.640 | 64.360 | 67.040 | 32.960 | 60.40 | 0.950 | bicubic | -60.590 | -32.380 | +51 |
441 | cs3se_edgenet_x.c2ns_in1k | 320 | 35.547 | 64.453 | 67.640 | 32.360 | 50.72 | 1.000 | bicubic | -60.893 | -31.770 | -22 |
442 | resnetrs200.tf_in1k | 256 | 35.440 | 64.560 | 64.827 | 35.173 | 93.21 | 1.000 | bicubic | -60.760 | -34.453 | +61 |
443 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 35.400 | 64.600 | 69.973 | 30.027 | 19.80 | 1.000 | bicubic | -61.430 | -29.477 | -130 |
444 | tf_efficientnetv2_m.in1k | 384 | 35.240 | 64.760 | 65.453 | 34.547 | 54.14 | 1.000 | bicubic | -61.560 | -33.997 | -124 |
445 | resnetrs420.tf_in1k | 320 | 35.160 | 64.840 | 63.627 | 36.373 | 191.89 | 1.000 | bicubic | -61.450 | -35.643 | -71 |
446 | sequencer2d_l.in1k | 224 | 35.093 | 64.907 | 67.093 | 32.907 | 54.30 | 0.875 | bicubic | -61.047 | -32.157 | +79 |
447 | regnety_080.ra3_in1k | 288 | 35.080 | 64.920 | 66.733 | 33.267 | 39.18 | 1.000 | bicubic | -61.440 | -32.637 | -46 |
448 | tf_efficientnet_b6.aa_in1k | 528 | 34.987 | 65.013 | 67.360 | 32.640 | 43.04 | 0.942 | bicubic | -61.693 | -32.230 | -90 |
449 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 34.947 | 65.053 | 69.187 | 30.813 | 11.07 | 1.000 | bicubic | -61.373 | -30.123 | +15 |
450 | gcvit_tiny.in1k | 224 | 34.920 | 65.080 | 66.307 | 33.693 | 28.22 | 0.875 | bicubic | -61.270 | -32.693 | +57 |
451 | inception_next_base.sail_in1k | 224 | 34.853 | 65.147 | 66.227 | 33.773 | 86.67 | 0.950 | bicubic | -61.697 | -32.863 | -56 |
452 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 34.573 | 65.427 | 67.653 | 32.347 | 38.88 | 0.950 | bicubic | -61.777 | -31.567 | +1 |
453 | dm_nfnet_f2.dm_in1k | 256 | 34.573 | 65.427 | 63.920 | 36.080 | 193.78 | 0.920 | bicubic | -62.157 | -35.440 | -113 |
454 | fastvit_ma36.apple_in1k | 256 | 34.533 | 65.467 | 67.120 | 32.880 | 44.07 | 0.950 | bicubic | -61.957 | -32.180 | -50 |
455 | resnetrs270.tf_in1k | 352 | 34.520 | 65.480 | 65.120 | 34.880 | 129.86 | 1.000 | bicubic | -62.180 | -34.270 | -105 |
456 | tf_efficientnet_b5.ap_in1k | 456 | 34.387 | 65.613 | 67.173 | 32.827 | 30.39 | 0.934 | bicubic | -62.323 | -32.307 | -109 |
457 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 34.347 | 65.653 | 66.320 | 33.680 | 6.71 | 1.000 | bicubic | -61.703 | -32.920 | +93 |
458 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 34.333 | 65.667 | 67.747 | 32.253 | 32.59 | 1.000 | bicubic | -61.907 | -31.373 | +27 |
459 | deit3_medium_patch16_224.fb_in1k | 224 | 34.160 | 65.840 | 65.880 | 34.120 | 38.85 | 0.900 | bicubic | -61.930 | -33.430 | +79 |
460 | coat_small.in1k | 224 | 34.147 | 65.853 | 66.013 | 33.987 | 21.69 | 0.900 | bicubic | -61.773 | -33.147 | +127 |
461 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 34.120 | 65.880 | 64.547 | 35.453 | 86.54 | 0.875 | bilinear | -62.350 | -34.613 | -51 |
462 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 34.040 | 65.960 | 67.280 | 32.720 | 38.88 | 0.950 | bicubic | -62.350 | -32.050 | -26 |
463 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 34.000 | 66.000 | 67.640 | 32.360 | 84.40 | 1.000 | bicubic | -62.620 | -31.580 | -94 |
464 | seresnext101d_32x8d.ah_in1k | 224 | 34.000 | 66.000 | 64.320 | 35.680 | 93.59 | 0.950 | bicubic | -62.460 | -34.870 | -48 |
465 | resnet152d.ra2_in1k | 320 | 33.813 | 66.187 | 65.427 | 34.573 | 60.21 | 1.000 | bicubic | -62.567 | -33.923 | -28 |
466 | resmlp_big_24_224.fb_distilled_in1k | 224 | 33.787 | 66.213 | 69.360 | 30.640 | 129.14 | 0.875 | bicubic | -62.673 | -29.960 | -55 |
467 | regnetv_064.ra3_in1k | 288 | 33.787 | 66.213 | 67.667 | 32.333 | 30.58 | 1.000 | bicubic | -62.663 | -31.693 | -49 |
468 | tresnet_m.miil_in1k_448 | 448 | 33.787 | 66.213 | 64.320 | 35.680 | 31.39 | 0.875 | bilinear | -61.193 | -34.660 | +353 |
469 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 33.653 | 66.347 | 65.280 | 34.720 | 41.69 | 0.950 | bicubic | -62.297 | -33.880 | +112 |
470 | caformer_s18.sail_in1k | 224 | 33.613 | 66.387 | 65.200 | 34.800 | 26.34 | 1.000 | bicubic | -62.577 | -33.990 | +39 |
471 | pvt_v2_b3.in1k | 224 | 33.587 | 66.413 | 67.427 | 32.573 | 45.24 | 0.900 | bicubic | -62.413 | -31.773 | +92 |
472 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 33.573 | 66.427 | 65.280 | 34.720 | 12.12 | 1.000 | bicubic | -62.417 | -34.030 | +94 |
473 | rdnet_small.nv_in1k | 224 | 33.547 | 66.453 | 66.867 | 33.133 | 50.44 | 0.900 | bicubic | -62.783 | -32.333 | -12 |
474 | focalnet_small_srf.ms_in1k | 224 | 33.547 | 66.453 | 65.853 | 34.147 | 49.89 | 0.900 | bicubic | -62.543 | -33.307 | +65 |
475 | convformer_s18.sail_in22k_ft_in1k | 224 | 33.440 | 66.560 | 68.240 | 31.760 | 26.77 | 1.000 | bicubic | -63.170 | -31.110 | -102 |
476 | inception_next_small.sail_in1k | 224 | 33.427 | 66.573 | 65.893 | 34.107 | 49.37 | 0.875 | bicubic | -62.823 | -33.327 | +3 |
477 | regnetz_d8.ra3_in1k | 256 | 33.400 | 66.600 | 66.573 | 33.427 | 23.37 | 0.940 | bicubic | -63.000 | -32.677 | -47 |
478 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 33.320 | 66.680 | 65.707 | 34.293 | 11.00 | 0.950 | bicubic | -62.970 | -33.483 | -5 |
479 | resnetrs350.tf_in1k | 288 | 33.280 | 66.720 | 62.053 | 37.947 | 163.96 | 1.000 | bicubic | -63.400 | -37.317 | -120 |
480 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 33.253 | 66.747 | 67.787 | 32.213 | 11.07 | 1.000 | bicubic | -62.917 | -31.363 | +33 |
481 | convformer_s36.sail_in1k | 224 | 33.213 | 66.787 | 63.547 | 36.453 | 40.01 | 1.000 | bicubic | -63.367 | -35.613 | -95 |
482 | twins_pcpvt_large.in1k | 224 | 33.107 | 66.893 | 67.960 | 32.040 | 60.99 | 0.900 | bicubic | -63.053 | -31.290 | +36 |
483 | twins_svt_base.in1k | 224 | 33.107 | 66.893 | 65.587 | 34.413 | 56.07 | 0.900 | bicubic | -63.073 | -33.753 | +28 |
484 | 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 | +113 |
485 | nextvit_large.bd_in1k | 224 | 33.027 | 66.973 | 67.000 | 33.000 | 57.87 | 0.950 | bicubic | -63.343 | -32.340 | -46 |
486 | resnet152.a1h_in1k | 288 | 33.027 | 66.973 | 63.160 | 36.840 | 60.19 | 1.000 | bicubic | -63.193 | -36.070 | +11 |
487 | hrnet_w48_ssld.paddle_in1k | 224 | 33.013 | 66.987 | 63.493 | 36.507 | 77.47 | 0.950 | bilinear | -63.377 | -35.737 | -54 |
488 | fastvit_sa36.apple_in1k | 256 | 33.000 | 67.000 | 65.960 | 34.040 | 31.53 | 0.900 | bicubic | -63.240 | -33.350 | -2 |
489 | focalnet_small_lrf.ms_in1k | 224 | 32.947 | 67.053 | 67.160 | 32.840 | 50.34 | 0.900 | bicubic | -63.243 | -32.070 | +19 |
490 | tiny_vit_21m_224.in1k | 224 | 32.880 | 67.120 | 66.933 | 33.067 | 21.20 | 0.950 | bicubic | -63.320 | -32.337 | +15 |
491 | regnetz_d8_evos.ch_in1k | 256 | 32.867 | 67.133 | 65.387 | 34.613 | 23.46 | 0.950 | bicubic | -63.403 | -34.093 | -16 |
492 | regnety_320.seer_ft_in1k | 384 | 32.787 | 67.213 | 66.013 | 33.987 | 145.05 | 1.000 | bicubic | -63.563 | -33.457 | -42 |
493 | pit_b_224.in1k | 224 | 32.773 | 67.227 | 62.253 | 37.747 | 73.76 | 0.900 | bicubic | -62.857 | -36.417 | +162 |
494 | swinv2_cr_small_ns_224.sw_in1k | 224 | 32.747 | 67.253 | 65.720 | 34.280 | 49.70 | 0.900 | bicubic | -63.473 | -33.520 | +4 |
495 | xcit_large_24_p16_224.fb_in1k | 224 | 32.733 | 67.267 | 61.773 | 38.227 | 189.10 | 1.000 | bicubic | -62.727 | -37.247 | +215 |
496 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 32.480 | 67.520 | 64.760 | 35.240 | 18.45 | 1.000 | bicubic | -63.550 | -34.340 | +61 |
497 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 32.427 | 67.573 | 63.680 | 36.320 | 194.03 | 0.875 | bilinear | -63.423 | -35.490 | +109 |
498 | efficientvit_b3.r256_in1k | 256 | 32.413 | 67.587 | 65.707 | 34.293 | 48.65 | 1.000 | bicubic | -63.937 | -33.493 | -41 |
499 | eca_nfnet_l1.ra2_in1k | 256 | 32.413 | 67.587 | 65.293 | 34.707 | 41.41 | 0.900 | bicubic | -63.837 | -33.937 | -18 |
500 | ecaresnet101d.miil_in1k | 288 | 32.400 | 67.600 | 65.813 | 34.187 | 44.57 | 0.950 | bicubic | -63.820 | -33.497 | -8 |
501 | swin_small_patch4_window7_224.ms_in1k | 224 | 32.373 | 67.627 | 65.227 | 34.773 | 49.61 | 0.900 | bicubic | -63.507 | -33.883 | +99 |
502 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 32.320 | 67.680 | 66.253 | 33.747 | 15.62 | 1.000 | bicubic | -64.030 | -33.147 | -55 |
503 | resnetaa101d.sw_in12k_ft_in1k | 224 | 32.307 | 67.693 | 65.173 | 34.827 | 44.57 | 0.950 | bicubic | -64.033 | -34.147 | -44 |
504 | nest_small_jx.goog_in1k | 224 | 32.307 | 67.693 | 63.813 | 36.187 | 38.35 | 0.875 | bicubic | -63.663 | -35.227 | +75 |
505 | xception65.ra3_in1k | 299 | 32.280 | 67.720 | 62.480 | 37.520 | 39.92 | 0.940 | bicubic | -64.080 | -36.760 | -62 |
506 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 32.093 | 67.907 | 65.773 | 34.227 | 14.36 | 0.900 | bicubic | -64.127 | -33.477 | -11 |
507 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 32.093 | 67.907 | 64.187 | 35.813 | 14.25 | 1.000 | bicubic | -64.107 | -34.943 | -3 |
508 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 32.027 | 67.973 | 63.573 | 36.427 | 236.34 | 0.875 | bicubic | -64.063 | -35.617 | +28 |
509 | convnextv2_tiny.fcmae_ft_in1k | 288 | 31.973 | 68.027 | 67.120 | 32.880 | 28.64 | 1.000 | bicubic | -64.237 | -32.120 | -9 |
510 | regnetz_040_h.ra3_in1k | 256 | 31.960 | 68.040 | 63.120 | 36.880 | 28.94 | 1.000 | bicubic | -64.360 | -36.080 | -45 |
511 | convnext_tiny_hnf.a2h_in1k | 288 | 31.960 | 68.040 | 62.480 | 37.520 | 28.59 | 1.000 | bicubic | -64.050 | -36.600 | +51 |
512 | seresnext101_32x8d.ah_in1k | 224 | 31.907 | 68.093 | 61.253 | 38.747 | 93.57 | 0.950 | bicubic | -64.483 | -37.957 | -77 |
513 | efficientvit_b3.r224_in1k | 224 | 31.880 | 68.120 | 64.493 | 35.507 | 48.65 | 0.950 | bicubic | -64.140 | -34.657 | +47 |
514 | rexnetr_200.sw_in12k_ft_in1k | 288 | 31.813 | 68.187 | 67.520 | 32.480 | 16.52 | 1.000 | bicubic | -64.407 | -31.610 | -20 |
515 | swinv2_tiny_window16_256.ms_in1k | 256 | 31.787 | 68.213 | 65.587 | 34.413 | 28.35 | 0.900 | bicubic | -64.193 | -33.513 | +60 |
516 | resnext101_64x4d.tv_in1k | 224 | 31.640 | 68.360 | 63.747 | 36.253 | 83.46 | 0.875 | bilinear | -64.390 | -35.343 | +38 |
517 | maxvit_nano_rw_256.sw_in1k | 256 | 31.600 | 68.400 | 63.667 | 36.333 | 15.45 | 0.950 | bicubic | -64.330 | -35.333 | +68 |
518 | resnest101e.in1k | 256 | 31.587 | 68.413 | 64.067 | 35.933 | 48.28 | 0.875 | bilinear | -64.263 | -35.143 | +86 |
519 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 31.587 | 68.413 | 61.147 | 38.853 | 86.57 | 0.900 | bicubic | -63.753 | -37.863 | +222 |
520 | regnetz_d32.ra3_in1k | 256 | 31.507 | 68.493 | 65.013 | 34.987 | 27.58 | 0.950 | bicubic | -64.693 | -34.097 | -18 |
521 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 31.480 | 68.520 | 66.840 | 33.160 | 19.80 | 1.000 | bicubic | -65.240 | -32.590 | -181 |
522 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 31.440 | 68.560 | 65.733 | 34.267 | 11.07 | 0.950 | bicubic | -64.610 | -33.487 | +25 |
523 | convnext_small.fb_in1k | 224 | 31.373 | 68.627 | 65.987 | 34.013 | 50.22 | 0.875 | bicubic | -64.827 | -33.143 | -17 |
524 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.333 | 68.667 | 64.507 | 35.493 | 16.78 | 0.950 | bicubic | -64.697 | -34.753 | +29 |
525 | fastvit_sa24.apple_dist_in1k | 256 | 31.320 | 68.680 | 64.760 | 35.240 | 21.55 | 0.900 | bicubic | -64.840 | -34.390 | -9 |
526 | convnext_nano.in12k_ft_in1k | 288 | 31.293 | 68.707 | 67.333 | 32.667 | 15.59 | 1.000 | bicubic | -64.697 | -31.857 | +39 |
527 | regnety_320.tv2_in1k | 224 | 31.267 | 68.733 | 64.493 | 35.507 | 145.05 | 0.965 | bicubic | -64.823 | -34.817 | +10 |
528 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 31.253 | 68.747 | 65.267 | 34.733 | 32.59 | 0.950 | bicubic | -64.897 | -34.113 | -7 |
529 | nextvit_base.bd_in1k | 224 | 31.253 | 68.747 | 65.173 | 34.827 | 44.82 | 0.950 | bicubic | -64.997 | -34.047 | -48 |
530 | cait_s24_224.fb_dist_in1k | 224 | 31.187 | 68.813 | 64.253 | 35.747 | 46.92 | 1.000 | bicubic | -65.213 | -34.727 | -99 |
531 | tf_efficientnet_b5.ra_in1k | 456 | 31.107 | 68.893 | 64.520 | 35.480 | 30.39 | 0.934 | bicubic | -65.283 | -34.890 | -97 |
532 | regnetz_c16_evos.ch_in1k | 320 | 31.080 | 68.920 | 65.933 | 34.067 | 13.49 | 0.950 | bicubic | -65.070 | -33.157 | -12 |
533 | regnetv_040.ra3_in1k | 288 | 31.027 | 68.973 | 64.107 | 35.893 | 20.64 | 1.000 | bicubic | -65.203 | -35.193 | -44 |
534 | crossvit_base_240.in1k | 240 | 31.027 | 68.973 | 60.933 | 39.067 | 105.03 | 0.875 | bicubic | -64.473 | -37.887 | +158 |
535 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 31.000 | 69.000 | 63.093 | 36.907 | 15.50 | 0.950 | bicubic | -65.000 | -35.867 | +29 |
536 | seresnet152d.ra2_in1k | 256 | 30.907 | 69.093 | 63.173 | 36.827 | 66.84 | 0.950 | bicubic | -65.523 | -35.957 | -116 |
537 | regnetz_040.ra3_in1k | 256 | 30.907 | 69.093 | 62.627 | 37.373 | 27.12 | 1.000 | bicubic | -65.573 | -36.783 | -131 |
538 | maxvit_tiny_tf_224.in1k | 224 | 30.880 | 69.120 | 62.933 | 37.067 | 30.92 | 0.950 | bicubic | -65.260 | -36.227 | -14 |
539 | swinv2_cr_small_224.sw_in1k | 224 | 30.773 | 69.227 | 61.853 | 38.147 | 49.70 | 0.900 | bicubic | -65.317 | -37.187 | +3 |
540 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 30.720 | 69.280 | 62.333 | 37.667 | 88.22 | 0.900 | bicubic | -65.400 | -36.867 | -12 |
541 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 30.600 | 69.400 | 64.533 | 35.467 | 47.67 | 1.000 | bicubic | -65.620 | -34.747 | -44 |
542 | efficientnet_b4.ra2_in1k | 384 | 30.573 | 69.427 | 64.347 | 35.653 | 19.34 | 1.000 | bicubic | -65.587 | -34.863 | -25 |
543 | 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 |
544 | crossvit_18_240.in1k | 240 | 30.427 | 69.573 | 61.547 | 38.453 | 43.27 | 0.875 | bicubic | -65.063 | -37.443 | +155 |
545 | sequencer2d_m.in1k | 224 | 30.360 | 69.640 | 62.933 | 37.067 | 38.31 | 0.875 | bicubic | -65.460 | -36.177 | +64 |
546 | repvit_m2_3.dist_450e_in1k | 224 | 30.333 | 69.667 | 63.653 | 36.347 | 23.69 | 0.950 | bicubic | -66.017 | -35.567 | -98 |
547 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 30.267 | 69.733 | 63.773 | 36.227 | 23.70 | 0.950 | bicubic | -65.623 | -35.337 | +49 |
548 | regnety_040.ra3_in1k | 288 | 30.200 | 69.800 | 63.373 | 36.627 | 20.65 | 1.000 | bicubic | -65.800 | -35.817 | +14 |
549 | crossvit_18_dagger_240.in1k | 240 | 30.200 | 69.800 | 61.613 | 38.387 | 44.27 | 0.875 | bicubic | -65.420 | -37.437 | +107 |
550 | hgnet_small.ssld_in1k | 224 | 30.133 | 69.867 | 64.467 | 35.533 | 24.36 | 0.965 | bicubic | -66.497 | -34.753 | -182 |
551 | rexnet_300.nav_in1k | 224 | 30.040 | 69.960 | 64.200 | 35.800 | 34.71 | 0.875 | bicubic | -65.790 | -34.930 | +57 |
552 | 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 | +132 |
553 | dm_nfnet_f1.dm_in1k | 224 | 30.000 | 70.000 | 57.947 | 42.053 | 132.63 | 0.910 | bicubic | -66.350 | -41.223 | -101 |
554 | mvitv2_tiny.fb_in1k | 224 | 29.867 | 70.133 | 63.747 | 36.253 | 24.17 | 0.900 | bicubic | -66.013 | -35.503 | +45 |
555 | twins_pcpvt_base.in1k | 224 | 29.840 | 70.160 | 64.587 | 35.413 | 43.83 | 0.900 | bicubic | -65.950 | -34.543 | +63 |
556 | convnext_tiny.fb_in1k | 288 | 29.787 | 70.213 | 64.920 | 35.080 | 28.59 | 1.000 | bicubic | -65.993 | -34.230 | +63 |
557 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 29.760 | 70.240 | 63.840 | 36.160 | 25.56 | 0.875 | bilinear | -65.710 | -35.170 | +147 |
558 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 29.733 | 70.267 | 65.653 | 34.347 | 15.62 | 1.000 | bicubic | -66.317 | -33.557 | -10 |
559 | cait_xxs24_384.fb_dist_in1k | 384 | 29.720 | 70.280 | 63.733 | 36.267 | 12.03 | 1.000 | bicubic | -65.540 | -35.227 | +200 |
560 | tf_efficientnet_b5.aa_in1k | 456 | 29.720 | 70.280 | 62.733 | 37.267 | 30.39 | 0.934 | bicubic | -66.760 | -36.497 | -154 |
561 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 29.640 | 70.360 | 65.920 | 34.080 | 16.29 | 1.000 | bicubic | -66.630 | -33.230 | -88 |
562 | resnet200d.ra2_in1k | 256 | 29.640 | 70.360 | 61.387 | 38.613 | 64.69 | 0.950 | bicubic | -66.670 | -37.863 | -92 |
563 | cs3sedarknet_x.c2ns_in1k | 288 | 29.627 | 70.373 | 61.587 | 38.413 | 35.40 | 1.000 | bicubic | -66.413 | -37.523 | -11 |
564 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 29.573 | 70.427 | 61.400 | 38.600 | 10.59 | 1.000 | bicubic | -66.127 | -37.590 | +73 |
565 | 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 | -32.597 | +127 |
566 | resnet152.a1_in1k | 288 | 29.493 | 70.507 | 57.027 | 42.973 | 60.19 | 1.000 | bicubic | -65.997 | -41.923 | +135 |
567 | deit_base_distilled_patch16_224.fb_in1k | 224 | 29.480 | 70.520 | 64.093 | 35.907 | 87.34 | 0.900 | bicubic | -66.620 | -35.097 | -33 |
568 | convnextv2_tiny.fcmae_ft_in1k | 224 | 29.467 | 70.533 | 63.893 | 36.107 | 28.64 | 0.875 | bicubic | -66.213 | -35.117 | +74 |
569 | convit_base.fb_in1k | 224 | 29.387 | 70.613 | 61.493 | 38.507 | 86.54 | 0.875 | bicubic | -66.163 | -37.397 | +100 |
570 | 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 | +51 |
571 | convnext_tiny.fb_in22k_ft_in1k | 288 | 29.253 | 70.747 | 56.560 | 43.440 | 28.59 | 1.000 | bicubic | -65.617 | -42.340 | +278 |
572 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 29.147 | 70.853 | 63.680 | 36.320 | 32.59 | 0.950 | bicubic | -66.653 | -35.380 | +44 |
573 | cs3se_edgenet_x.c2ns_in1k | 256 | 29.080 | 70.920 | 60.933 | 39.067 | 50.72 | 0.950 | bicubic | -66.870 | -37.957 | +9 |
574 | tf_efficientnetv2_s.in1k | 384 | 29.027 | 70.973 | 61.173 | 38.827 | 21.46 | 1.000 | bicubic | -67.323 | -37.937 | -119 |
575 | fastvit_sa24.apple_in1k | 256 | 29.000 | 71.000 | 62.320 | 37.680 | 21.55 | 0.900 | bicubic | -66.910 | -36.840 | +13 |
576 | regnety_160.deit_in1k | 224 | 29.000 | 71.000 | 61.467 | 38.533 | 83.59 | 0.950 | bicubic | -67.050 | -37.663 | -27 |
577 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 28.960 | 71.040 | 60.787 | 39.213 | 88.79 | 0.875 | bilinear | -66.530 | -38.433 | +117 |
578 | davit_tiny.msft_in1k | 224 | 28.893 | 71.107 | 63.627 | 36.373 | 28.36 | 0.950 | bicubic | -66.767 | -35.603 | +70 |
579 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 28.840 | 71.160 | 63.507 | 36.493 | 19.80 | 0.965 | bicubic | -67.670 | -35.873 | -177 |
580 | resnet101d.ra2_in1k | 320 | 28.813 | 71.187 | 61.920 | 38.080 | 44.57 | 1.000 | bicubic | -67.487 | -37.500 | -109 |
581 | edgenext_base.usi_in1k | 320 | 28.787 | 71.213 | 64.720 | 35.280 | 18.51 | 1.000 | bicubic | -67.933 | -34.800 | -239 |
582 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 28.787 | 71.213 | 62.413 | 37.587 | 22.52 | 0.950 | bicubic | -66.953 | -36.707 | +45 |
583 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 28.733 | 71.267 | 59.973 | 40.027 | 38.76 | 0.900 | bicubic | -66.757 | -38.797 | +114 |
584 | regnety_160.tv2_in1k | 224 | 28.707 | 71.293 | 61.280 | 38.720 | 83.59 | 0.965 | bicubic | -67.273 | -37.920 | -10 |
585 | xcit_tiny_24_p8_224.fb_in1k | 224 | 28.653 | 71.347 | 60.160 | 39.840 | 12.11 | 1.000 | bicubic | -67.027 | -38.990 | +58 |
586 | resnetrs152.tf_in1k | 320 | 28.653 | 71.347 | 60.013 | 39.987 | 86.62 | 1.000 | bicubic | -67.917 | -39.407 | -197 |
587 | resnetv2_101.a1h_in1k | 288 | 28.547 | 71.453 | 59.613 | 40.387 | 44.54 | 1.000 | bicubic | -67.603 | -39.547 | -66 |
588 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 28.520 | 71.480 | 61.400 | 38.600 | 12.11 | 1.000 | bicubic | -67.280 | -37.810 | +27 |
589 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 28.480 | 71.520 | 61.520 | 38.480 | 38.75 | 0.900 | bicubic | -66.990 | -37.440 | +117 |
590 | crossvit_15_dagger_240.in1k | 240 | 28.453 | 71.547 | 60.093 | 39.907 | 28.21 | 0.875 | bicubic | -67.217 | -38.967 | +56 |
591 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 28.400 | 71.600 | 65.013 | 34.987 | 16.29 | 1.000 | bicubic | -67.950 | -34.317 | -146 |
592 | efficientvit_b2.r288_in1k | 288 | 28.400 | 71.600 | 63.907 | 36.093 | 24.33 | 1.000 | bicubic | -67.580 | -35.373 | -18 |
593 | cs3edgenet_x.c2_in1k | 288 | 28.360 | 71.640 | 61.040 | 38.960 | 47.82 | 1.000 | bicubic | -67.700 | -38.090 | -47 |
594 | xcit_small_24_p16_224.fb_in1k | 224 | 28.320 | 71.680 | 59.000 | 41.000 | 47.67 | 1.000 | bicubic | -67.220 | -40.000 | +82 |
595 | xception65p.ra3_in1k | 299 | 28.307 | 71.693 | 59.480 | 40.520 | 39.82 | 0.940 | bicubic | -67.903 | -39.940 | -94 |
596 | pvt_v2_b2_li.in1k | 224 | 28.267 | 71.733 | 61.560 | 38.440 | 22.55 | 0.900 | bicubic | -67.323 | -37.470 | +66 |
597 | regnety_080.ra3_in1k | 224 | 28.240 | 71.760 | 59.693 | 40.307 | 39.18 | 0.950 | bicubic | -67.790 | -39.417 | -42 |
598 | repvit_m2_3.dist_300e_in1k | 224 | 28.227 | 71.773 | 61.453 | 38.547 | 23.69 | 0.950 | bicubic | -67.953 | -37.597 | -88 |
599 | regnety_064.ra3_in1k | 224 | 28.227 | 71.773 | 59.507 | 40.493 | 30.58 | 0.950 | bicubic | -67.643 | -39.573 | +3 |
600 | efficientnet_b4.ra2_in1k | 320 | 28.187 | 71.813 | 61.907 | 38.093 | 19.34 | 0.875 | bicubic | -67.573 | -37.253 | +22 |
601 | resnet101.a1h_in1k | 288 | 28.120 | 71.880 | 59.640 | 40.360 | 44.55 | 1.000 | bicubic | -67.920 | -39.500 | -50 |
602 | cs3sedarknet_x.c2ns_in1k | 256 | 28.027 | 71.973 | 60.333 | 39.667 | 35.40 | 0.887 | bicubic | -67.603 | -38.647 | +52 |
603 | efficientnetv2_rw_s.ra2_in1k | 288 | 27.973 | 72.027 | 60.373 | 39.627 | 23.94 | 1.000 | bicubic | -68.187 | -38.817 | -84 |
604 | rdnet_tiny.nv_in1k | 224 | 27.760 | 72.240 | 62.000 | 38.000 | 23.86 | 0.900 | bicubic | -67.880 | -36.950 | +48 |
605 | efficientformerv2_l.snap_dist_in1k | 224 | 27.707 | 72.293 | 61.347 | 38.653 | 26.32 | 0.950 | bicubic | -68.353 | -37.853 | -60 |
606 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 27.693 | 72.307 | 62.773 | 37.227 | 11.07 | 0.950 | bicubic | -68.127 | -36.327 | +4 |
607 | coat_lite_small.in1k | 224 | 27.667 | 72.333 | 58.547 | 41.453 | 19.84 | 0.900 | bicubic | -67.893 | -40.333 | +59 |
608 | efficientformer_l7.snap_dist_in1k | 224 | 27.653 | 72.347 | 62.640 | 37.360 | 82.23 | 0.950 | bicubic | -68.457 | -36.530 | -78 |
609 | flexivit_small.1200ep_in1k | 240 | 27.587 | 72.413 | 58.240 | 41.760 | 22.06 | 0.950 | bicubic | -67.973 | -40.810 | +54 |
610 | resnetaa50d.sw_in12k_ft_in1k | 288 | 27.520 | 72.480 | 62.067 | 37.933 | 25.58 | 1.000 | bicubic | -68.290 | -37.203 | +3 |
611 | regnetv_064.ra3_in1k | 224 | 27.347 | 72.653 | 61.093 | 38.907 | 30.58 | 0.950 | bicubic | -68.743 | -38.137 | -76 |
612 | pvt_v2_b2.in1k | 224 | 27.307 | 72.693 | 60.587 | 39.413 | 25.36 | 0.900 | bicubic | -68.193 | -38.533 | +76 |
613 | vit_base_patch16_384.augreg_in1k | 384 | 27.293 | 72.707 | 56.507 | 43.493 | 86.86 | 1.000 | bicubic | -67.667 | -42.313 | +213 |
614 | resnext101_32x8d.tv2_in1k | 224 | 27.240 | 72.760 | 59.347 | 40.653 | 88.79 | 0.965 | bilinear | -68.750 | -39.883 | -45 |
615 | deit_base_patch16_224.fb_in1k | 224 | 27.173 | 72.827 | 58.640 | 41.360 | 86.57 | 0.900 | bicubic | -68.267 | -40.200 | +98 |
616 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 27.147 | 72.853 | 62.293 | 37.707 | 15.62 | 0.875 | bicubic | -68.383 | -36.827 | +60 |
617 | regnetz_c16.ra3_in1k | 320 | 27.147 | 72.853 | 62.267 | 37.733 | 13.46 | 1.000 | bicubic | -68.833 | -36.883 | -40 |
618 | regnety_080_tv.tv2_in1k | 224 | 27.133 | 72.867 | 61.360 | 38.640 | 39.38 | 0.965 | bicubic | -68.767 | -37.790 | -27 |
619 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 27.107 | 72.893 | 62.627 | 37.373 | 25.55 | 1.000 | bilinear | -67.923 | -36.263 | +190 |
620 | coatnet_bn_0_rw_224.sw_in1k | 224 | 27.013 | 72.987 | 60.840 | 39.160 | 27.44 | 0.950 | bicubic | -68.687 | -38.390 | +18 |
621 | 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 | -62 |
622 | coatnet_0_rw_224.sw_in1k | 224 | 26.973 | 73.027 | 59.107 | 40.893 | 27.44 | 0.950 | bicubic | -68.487 | -39.523 | +87 |
623 | flexivit_small.600ep_in1k | 240 | 26.827 | 73.173 | 57.013 | 42.987 | 22.06 | 0.950 | bicubic | -68.863 | -42.067 | +18 |
624 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 26.813 | 73.187 | 58.840 | 41.160 | 22.05 | 0.900 | bicubic | -68.597 | -40.290 | +99 |
625 | vit_relpos_base_patch16_224.sw_in1k | 224 | 26.787 | 73.213 | 60.467 | 39.533 | 86.43 | 0.900 | bicubic | -68.803 | -38.523 | +36 |
626 | dm_nfnet_f0.dm_in1k | 256 | 26.773 | 73.227 | 58.067 | 41.933 | 71.49 | 0.900 | bicubic | -69.577 | -41.183 | -177 |
627 | gcvit_xtiny.in1k | 224 | 26.720 | 73.280 | 60.587 | 39.413 | 19.98 | 0.875 | bicubic | -68.870 | -38.443 | +33 |
628 | swin_s3_tiny_224.ms_in1k | 224 | 26.680 | 73.320 | 60.293 | 39.707 | 28.33 | 0.900 | bicubic | -68.510 | -38.657 | +142 |
629 | nextvit_small.bd_in1k | 224 | 26.640 | 73.360 | 61.227 | 38.773 | 31.76 | 0.950 | bicubic | -69.230 | -37.963 | -25 |
630 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 26.587 | 73.413 | 61.080 | 38.920 | 32.59 | 1.000 | bicubic | -69.303 | -37.960 | -37 |
631 | sequencer2d_s.in1k | 224 | 26.373 | 73.627 | 60.267 | 39.733 | 27.65 | 0.875 | bicubic | -69.617 | -38.823 | -61 |
632 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 26.293 | 73.707 | 59.493 | 40.507 | 46.17 | 0.875 | bilinear | -69.867 | -39.697 | -117 |
633 | cs3edgenet_x.c2_in1k | 256 | 26.267 | 73.733 | 59.067 | 40.933 | 47.82 | 0.887 | bicubic | -69.243 | -39.963 | +52 |
634 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 26.227 | 73.773 | 58.707 | 41.293 | 18.45 | 0.888 | bicubic | -68.943 | -40.153 | +142 |
635 | hgnet_small.paddle_in1k | 288 | 26.187 | 73.813 | 60.040 | 39.960 | 24.36 | 1.000 | bicubic | -69.463 | -39.070 | +14 |
636 | swinv2_tiny_window8_256.ms_in1k | 256 | 26.173 | 73.827 | 60.480 | 39.520 | 28.35 | 0.900 | bicubic | -69.327 | -38.510 | +49 |
637 | regnetx_320.tv2_in1k | 224 | 26.173 | 73.827 | 57.747 | 42.253 | 107.81 | 0.965 | bicubic | -69.817 | -41.303 | -68 |
638 | nfnet_l0.ra2_in1k | 288 | 26.080 | 73.920 | 61.547 | 38.453 | 35.07 | 1.000 | bicubic | -70.050 | -37.693 | -113 |
639 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 26.080 | 73.920 | 60.400 | 39.600 | 15.15 | 0.900 | bicubic | -69.360 | -38.440 | +74 |
640 | resnext101_64x4d.c1_in1k | 224 | 26.067 | 73.933 | 56.227 | 43.773 | 83.46 | 0.950 | bicubic | -69.643 | -42.803 | -5 |
641 | regnety_032.ra_in1k | 288 | 26.040 | 73.960 | 60.867 | 39.133 | 19.44 | 1.000 | bicubic | -69.950 | -38.233 | -74 |
642 | resnet152d.ra2_in1k | 256 | 26.000 | 74.000 | 58.040 | 41.960 | 60.21 | 0.950 | bicubic | -70.070 | -41.260 | -98 |
643 | deit3_small_patch16_224.fb_in1k | 224 | 26.000 | 74.000 | 54.293 | 45.707 | 22.06 | 0.900 | bicubic | -69.000 | -44.607 | +176 |
644 | tf_efficientnet_b4.aa_in1k | 380 | 25.960 | 74.040 | 59.960 | 40.040 | 19.34 | 0.922 | bicubic | -69.990 | -39.160 | -64 |
645 | fbnetv3_g.ra2_in1k | 288 | 25.920 | 74.080 | 60.907 | 39.093 | 16.62 | 0.950 | bilinear | -69.580 | -38.073 | +42 |
646 | coatnext_nano_rw_224.sw_in1k | 224 | 25.907 | 74.093 | 59.147 | 40.853 | 14.70 | 0.900 | bicubic | -69.503 | -39.853 | +79 |
647 | tf_efficientnet_b4.ap_in1k | 380 | 25.827 | 74.173 | 59.573 | 40.427 | 19.34 | 0.922 | bicubic | -70.343 | -39.707 | -135 |
648 | flexivit_small.300ep_in1k | 240 | 25.773 | 74.227 | 56.813 | 43.187 | 22.06 | 0.950 | bicubic | -69.747 | -41.947 | +35 |
649 | ecaresnet101d.miil_in1k | 224 | 25.760 | 74.240 | 58.680 | 41.320 | 44.57 | 0.875 | bicubic | -69.780 | -40.500 | +23 |
650 | coat_mini.in1k | 224 | 25.720 | 74.280 | 57.680 | 42.320 | 10.34 | 0.900 | bicubic | -69.280 | -41.100 | +168 |
651 | inception_next_tiny.sail_in1k | 224 | 25.693 | 74.307 | 59.480 | 40.520 | 28.06 | 0.875 | bicubic | -69.777 | -39.400 | +54 |
652 | ecaresnet50t.ra2_in1k | 320 | 25.680 | 74.320 | 59.707 | 40.293 | 25.57 | 0.950 | bicubic | -69.840 | -39.303 | +26 |
653 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 25.680 | 74.320 | 58.027 | 41.973 | 14.25 | 0.888 | bicubic | -69.570 | -40.903 | +109 |
654 | 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 | -34 |
655 | visformer_small.in1k | 224 | 25.640 | 74.360 | 58.573 | 41.427 | 40.22 | 0.900 | bicubic | -69.860 | -40.417 | +35 |
656 | rexnetr_200.sw_in12k_ft_in1k | 224 | 25.507 | 74.493 | 60.427 | 39.573 | 16.52 | 0.950 | bicubic | -70.303 | -38.743 | -42 |
657 | crossvit_15_240.in1k | 240 | 25.440 | 74.560 | 57.320 | 42.680 | 27.53 | 0.875 | bicubic | -69.690 | -41.620 | +129 |
658 | vit_small_patch16_384.augreg_in1k | 384 | 25.413 | 74.587 | 57.147 | 42.853 | 22.20 | 1.000 | bicubic | -69.877 | -41.863 | +95 |
659 | convformer_s18.sail_in1k | 224 | 25.387 | 74.613 | 57.600 | 42.400 | 26.77 | 1.000 | bicubic | -70.563 | -41.570 | -76 |
660 | 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 | +20 |
661 | halo2botnet50ts_256.a1h_in1k | 256 | 25.173 | 74.827 | 56.280 | 43.720 | 22.64 | 0.950 | bicubic | -70.247 | -42.650 | +60 |
662 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 25.133 | 74.867 | 59.387 | 40.613 | 25.55 | 0.875 | bicubic | -70.967 | -39.893 | -129 |
663 | xcit_small_12_p16_224.fb_in1k | 224 | 25.040 | 74.960 | 55.707 | 44.293 | 26.25 | 1.000 | bicubic | -70.390 | -43.273 | +54 |
664 | resnetrs270.tf_in1k | 256 | 25.040 | 74.960 | 54.307 | 45.693 | 129.86 | 1.000 | bicubic | -71.360 | -44.933 | -234 |
665 | edgenext_base.usi_in1k | 256 | 25.027 | 74.973 | 60.667 | 39.333 | 18.51 | 0.950 | bicubic | -71.373 | -38.713 | -237 |
666 | 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 | +97 |
667 | hgnet_tiny.ssld_in1k | 288 | 24.947 | 75.053 | 61.440 | 38.560 | 14.74 | 1.000 | bicubic | -71.283 | -37.670 | -178 |
668 | resnet101.a1_in1k | 288 | 24.947 | 75.053 | 54.973 | 45.027 | 44.55 | 1.000 | bicubic | -70.543 | -43.817 | +30 |
669 | convit_small.fb_in1k | 224 | 24.813 | 75.187 | 56.880 | 43.120 | 27.78 | 0.875 | bicubic | -70.377 | -42.080 | +103 |
670 | resnet152.a2_in1k | 288 | 24.800 | 75.200 | 53.893 | 46.107 | 60.19 | 1.000 | bicubic | -70.690 | -45.217 | +30 |
671 | regnetz_c16_evos.ch_in1k | 256 | 24.733 | 75.267 | 59.653 | 40.347 | 13.49 | 0.950 | bicubic | -70.967 | -39.257 | -36 |
672 | vit_base_patch16_rpn_224.sw_in1k | 224 | 24.733 | 75.267 | 57.987 | 42.013 | 86.54 | 0.900 | bicubic | -70.657 | -40.963 | +57 |
673 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 24.587 | 75.413 | 57.533 | 42.467 | 13.68 | 1.000 | bicubic | -71.153 | -41.647 | -45 |
674 | tnt_s_patch16_224 | 224 | 24.573 | 75.427 | 57.773 | 42.227 | 23.76 | 0.900 | bicubic | -70.487 | -41.067 | +131 |
675 | efficientvit_b2.r256_in1k | 256 | 24.533 | 75.467 | 59.120 | 40.880 | 24.33 | 1.000 | bicubic | -71.137 | -39.690 | -30 |
676 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 24.507 | 75.493 | 60.387 | 39.613 | 19.80 | 0.965 | bicubic | -71.963 | -38.913 | -267 |
677 | eca_nfnet_l0.ra2_in1k | 288 | 24.480 | 75.520 | 59.587 | 40.413 | 24.14 | 1.000 | bicubic | -71.490 | -39.623 | -100 |
678 | regnetv_040.ra3_in1k | 224 | 24.387 | 75.613 | 57.600 | 42.400 | 20.64 | 0.950 | bicubic | -71.363 | -41.520 | -55 |
679 | 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 |
680 | tf_efficientnet_b2.ns_jft_in1k | 260 | 24.253 | 75.747 | 57.573 | 42.427 | 9.11 | 0.890 | bicubic | -71.497 | -41.647 | -56 |
681 | efficientnetv2_rw_t.ra2_in1k | 288 | 24.240 | 75.760 | 57.147 | 42.853 | 13.65 | 1.000 | bicubic | -71.370 | -41.923 | -24 |
682 | xception41p.ra3_in1k | 299 | 24.240 | 75.760 | 54.560 | 45.440 | 26.91 | 0.940 | bicubic | -71.320 | -44.370 | -16 |
683 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 24.213 | 75.787 | 55.840 | 44.160 | 14.36 | 0.900 | bicubic | -71.127 | -43.060 | +58 |
684 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 24.120 | 75.880 | 56.920 | 43.080 | 6.72 | 1.000 | bicubic | -71.040 | -41.930 | +94 |
685 | convnext_tiny.fb_in1k | 224 | 24.107 | 75.893 | 59.107 | 40.893 | 28.59 | 0.875 | bicubic | -71.433 | -39.943 | -10 |
686 | convnext_nano.in12k_ft_in1k | 224 | 24.067 | 75.933 | 60.373 | 39.627 | 15.59 | 0.950 | bicubic | -71.643 | -38.887 | -52 |
687 | cs3darknet_x.c2ns_in1k | 288 | 24.000 | 76.000 | 57.573 | 42.427 | 35.05 | 1.000 | bicubic | -71.870 | -41.517 | -86 |
688 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 23.987 | 76.013 | 55.507 | 44.493 | 5.76 | 1.000 | bicubic | -70.973 | -43.403 | +139 |
689 | convnext_nano_ols.d1h_in1k | 288 | 23.973 | 76.027 | 56.493 | 43.507 | 15.65 | 1.000 | bicubic | -71.137 | -42.407 | +106 |
690 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 23.933 | 76.067 | 55.947 | 44.053 | 36.43 | 0.900 | bicubic | -71.707 | -43.243 | -39 |
691 | twins_svt_small.in1k | 224 | 23.920 | 76.080 | 57.400 | 42.600 | 24.06 | 0.900 | bicubic | -71.300 | -41.680 | +77 |
692 | vit_relpos_small_patch16_224.sw_in1k | 224 | 23.907 | 76.093 | 57.733 | 42.267 | 21.98 | 0.900 | bicubic | -71.283 | -41.307 | +79 |
693 | 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 | +9 |
694 | ecaresnet50d.miil_in1k | 288 | 23.773 | 76.227 | 58.547 | 41.453 | 25.58 | 0.950 | bicubic | -71.717 | -40.593 | +1 |
695 | cs3sedarknet_l.c2ns_in1k | 288 | 23.747 | 76.253 | 58.280 | 41.720 | 21.91 | 0.950 | bicubic | -71.573 | -40.860 | +51 |
696 | coatnet_nano_rw_224.sw_in1k | 224 | 23.720 | 76.280 | 56.693 | 43.307 | 15.14 | 0.900 | bicubic | -71.520 | -42.217 | +69 |
697 | poolformer_m48.sail_in1k | 224 | 23.680 | 76.320 | 56.853 | 43.147 | 73.47 | 0.950 | bicubic | -71.960 | -42.177 | -44 |
698 | convnext_nano.d1h_in1k | 288 | 23.653 | 76.347 | 55.707 | 44.293 | 15.59 | 1.000 | bicubic | -71.697 | -43.193 | +41 |
699 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 23.560 | 76.440 | 56.907 | 43.093 | 22.92 | 1.000 | bicubic | -71.510 | -42.083 | +103 |
700 | resnet152.a1h_in1k | 224 | 23.533 | 76.467 | 53.093 | 46.907 | 60.19 | 0.950 | bicubic | -72.357 | -45.987 | -105 |
701 | tiny_vit_11m_224.in1k | 224 | 23.520 | 76.480 | 58.627 | 41.373 | 11.00 | 0.950 | bicubic | -72.030 | -40.463 | -33 |
702 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 23.507 | 76.493 | 55.187 | 44.813 | 10.59 | 0.888 | bicubic | -71.643 | -43.903 | +80 |
703 | tf_efficientnet_b5.in1k | 456 | 23.440 | 76.560 | 57.480 | 42.520 | 30.39 | 0.934 | bicubic | -72.640 | -41.820 | -160 |
704 | crossvit_small_240.in1k | 240 | 23.413 | 76.587 | 56.387 | 43.613 | 26.86 | 0.875 | bicubic | -71.437 | -42.633 | +152 |
705 | nest_tiny_jx.goog_in1k | 224 | 23.253 | 76.747 | 56.133 | 43.867 | 17.06 | 0.875 | bicubic | -72.007 | -42.837 | +53 |
706 | seresnext50_32x4d.racm_in1k | 288 | 23.240 | 76.760 | 57.347 | 42.653 | 27.56 | 0.950 | bicubic | -72.480 | -41.693 | -77 |
707 | hrnet_w18_ssld.paddle_in1k | 288 | 23.240 | 76.760 | 55.067 | 44.933 | 21.30 | 1.000 | bilinear | -72.740 | -44.093 | -135 |
708 | focalnet_tiny_srf.ms_in1k | 224 | 23.227 | 76.773 | 58.160 | 41.840 | 28.43 | 0.900 | bicubic | -72.263 | -40.640 | -15 |
709 | efficientnet_b3.ra2_in1k | 320 | 23.200 | 76.800 | 55.933 | 44.067 | 12.23 | 1.000 | bicubic | -72.520 | -43.257 | -78 |
710 | regnety_040.ra3_in1k | 224 | 23.187 | 76.813 | 55.333 | 44.667 | 20.65 | 0.950 | bicubic | -72.373 | -43.787 | -46 |
711 | levit_384.fb_dist_in1k | 224 | 23.173 | 76.827 | 55.747 | 44.253 | 39.13 | 0.900 | bicubic | -72.367 | -43.393 | -38 |
712 | levit_conv_384.fb_dist_in1k | 224 | 23.173 | 76.827 | 55.747 | 44.253 | 39.13 | 0.900 | bicubic | -72.367 | -43.303 | -38 |
713 | convnext_tiny_hnf.a2h_in1k | 224 | 23.160 | 76.840 | 54.933 | 45.067 | 28.59 | 0.950 | bicubic | -72.360 | -44.037 | -32 |
714 | lamhalobotnet50ts_256.a1h_in1k | 256 | 23.133 | 76.867 | 54.880 | 45.120 | 22.57 | 0.950 | bicubic | -72.027 | -44.120 | +66 |
715 | regnetz_c16.ra3_in1k | 256 | 23.107 | 76.893 | 57.733 | 42.267 | 13.46 | 0.940 | bicubic | -72.413 | -41.347 | -34 |
716 | pnasnet5large.tf_in1k | 331 | 23.107 | 76.893 | 53.293 | 46.707 | 86.06 | 0.911 | bicubic | -72.613 | -45.627 | -83 |
717 | nasnetalarge.tf_in1k | 331 | 23.080 | 76.920 | 54.533 | 45.467 | 88.75 | 0.911 | bicubic | -72.620 | -44.527 | -77 |
718 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 23.067 | 76.933 | 55.347 | 44.653 | 88.22 | 0.900 | bicubic | -72.483 | -43.523 | -48 |
719 | efficientformer_l3.snap_dist_in1k | 224 | 23.040 | 76.960 | 56.787 | 43.213 | 31.41 | 0.950 | bicubic | -72.570 | -42.393 | -62 |
720 | pit_s_distilled_224.in1k | 224 | 22.973 | 77.027 | 56.880 | 43.120 | 24.04 | 0.900 | bicubic | -72.207 | -42.000 | +53 |
721 | wide_resnet50_2.racm_in1k | 288 | 22.960 | 77.040 | 55.600 | 44.400 | 68.88 | 0.950 | bicubic | -72.700 | -43.430 | -74 |
722 | focalnet_tiny_lrf.ms_in1k | 224 | 22.920 | 77.080 | 58.133 | 41.867 | 28.65 | 0.900 | bicubic | -72.560 | -40.967 | -19 |
723 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 22.827 | 77.173 | 58.760 | 41.240 | 16.29 | 0.965 | bicubic | -73.153 | -40.530 | -151 |
724 | convnextv2_nano.fcmae_ft_in1k | 288 | 22.813 | 77.187 | 58.747 | 41.253 | 15.62 | 1.000 | bicubic | -73.087 | -40.363 | -134 |
725 | regnetx_160.tv2_in1k | 224 | 22.787 | 77.213 | 56.200 | 43.800 | 54.28 | 0.965 | bicubic | -73.113 | -42.910 | -133 |
726 | resnet61q.ra2_in1k | 288 | 22.773 | 77.227 | 55.480 | 44.520 | 36.85 | 1.000 | bicubic | -73.027 | -43.520 | -109 |
727 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 22.747 | 77.253 | 55.840 | 44.160 | 88.22 | 0.900 | bicubic | -72.373 | -43.150 | +61 |
728 | halonet50ts.a1h_in1k | 256 | 22.747 | 77.253 | 54.360 | 45.640 | 22.73 | 0.940 | bicubic | -72.393 | -44.630 | +57 |
729 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 22.720 | 77.280 | 55.893 | 44.107 | 5.39 | 0.950 | bicubic | -72.330 | -43.087 | +76 |
730 | resnetv2_50d_evos.ah_in1k | 288 | 22.720 | 77.280 | 55.013 | 44.987 | 25.59 | 1.000 | bicubic | -72.930 | -44.137 | -79 |
731 | efficientnet_b3.ra2_in1k | 288 | 22.693 | 77.307 | 55.133 | 44.867 | 12.23 | 0.875 | bicubic | -72.497 | -43.797 | +38 |
732 | tf_efficientnet_b4.in1k | 380 | 22.653 | 77.347 | 56.267 | 43.733 | 19.34 | 0.922 | bicubic | -73.167 | -42.793 | -121 |
733 | twins_pcpvt_small.in1k | 224 | 22.627 | 77.373 | 56.600 | 43.400 | 24.11 | 0.900 | bicubic | -72.603 | -42.280 | +32 |
734 | resmlp_big_24_224.fb_in1k | 224 | 22.627 | 77.373 | 54.013 | 45.987 | 129.14 | 0.875 | bicubic | -72.023 | -44.647 | +172 |
735 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 22.560 | 77.440 | 59.227 | 40.773 | 11.22 | 1.000 | bicubic | -73.650 | -39.953 | -236 |
736 | poolformerv2_m48.sail_in1k | 224 | 22.520 | 77.480 | 55.533 | 44.467 | 73.35 | 1.000 | bicubic | -73.230 | -43.447 | -111 |
737 | repvit_m1_5.dist_450e_in1k | 224 | 22.373 | 77.627 | 55.493 | 44.507 | 14.64 | 0.950 | bicubic | -73.557 | -43.667 | -153 |
738 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 22.360 | 77.640 | 55.293 | 44.707 | 21.97 | 0.900 | bicubic | -72.710 | -43.657 | +65 |
739 | ecaresnet101d_pruned.miil_in1k | 288 | 22.293 | 77.707 | 56.427 | 43.573 | 24.88 | 0.950 | bicubic | -73.447 | -42.593 | -113 |
740 | poolformer_m36.sail_in1k | 224 | 22.267 | 77.733 | 55.147 | 44.853 | 56.17 | 0.950 | bicubic | -73.143 | -43.873 | -14 |
741 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 22.253 | 77.747 | 57.893 | 42.107 | 16.29 | 0.965 | bicubic | -73.667 | -41.387 | -155 |
742 | 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 | +72 |
743 | 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 | +55 |
744 | resnetv2_50d_gn.ah_in1k | 288 | 22.040 | 77.960 | 54.880 | 45.120 | 25.57 | 1.000 | bicubic | -73.460 | -44.020 | -55 |
745 | wide_resnet101_2.tv2_in1k | 224 | 22.013 | 77.987 | 54.560 | 45.440 | 126.89 | 0.965 | bilinear | -73.537 | -44.430 | -78 |
746 | ecaresnet50t.a1_in1k | 288 | 21.840 | 78.160 | 53.560 | 46.440 | 25.57 | 1.000 | bicubic | -73.620 | -45.160 | -38 |
747 | resnext50_32x4d.a1h_in1k | 288 | 21.813 | 78.187 | 54.200 | 45.800 | 25.03 | 1.000 | bicubic | -73.627 | -44.790 | -33 |
748 | tf_efficientnetv2_s.in1k | 300 | 21.760 | 78.240 | 53.293 | 46.707 | 21.46 | 1.000 | bicubic | -74.390 | -45.817 | -225 |
749 | resnet101d.ra2_in1k | 256 | 21.693 | 78.307 | 54.360 | 45.640 | 44.57 | 0.950 | bicubic | -74.207 | -44.720 | -160 |
750 | res2net101d.in1k | 224 | 21.613 | 78.387 | 51.147 | 48.853 | 45.23 | 0.875 | bilinear | -73.227 | -47.563 | +108 |
751 | resnetrs152.tf_in1k | 256 | 21.587 | 78.413 | 51.360 | 48.640 | 86.62 | 1.000 | bicubic | -74.443 | -47.690 | -195 |
752 | efficientvit_b2.r224_in1k | 224 | 21.573 | 78.427 | 55.253 | 44.747 | 24.33 | 0.950 | bicubic | -73.737 | -43.537 | -3 |
753 | convnextv2_nano.fcmae_ft_in1k | 224 | 21.547 | 78.453 | 55.427 | 44.573 | 15.62 | 0.875 | bicubic | -73.883 | -43.453 | -37 |
754 | efficientformerv2_s2.snap_dist_in1k | 224 | 21.547 | 78.453 | 54.040 | 45.960 | 12.71 | 0.950 | bicubic | -73.833 | -44.910 | -25 |
755 | cs3sedarknet_l.c2ns_in1k | 256 | 21.427 | 78.573 | 55.653 | 44.347 | 21.91 | 0.887 | bicubic | -73.443 | -43.157 | +90 |
756 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 21.413 | 78.587 | 54.507 | 45.493 | 13.42 | 0.950 | bicubic | -73.377 | -44.063 | +112 |
757 | tresnet_m.miil_in21k_ft_in1k | 224 | 21.387 | 78.613 | 53.520 | 46.480 | 31.39 | 0.875 | bilinear | -74.343 | -45.510 | -128 |
758 | fastvit_sa12.apple_dist_in1k | 256 | 21.307 | 78.693 | 54.600 | 45.400 | 11.58 | 0.900 | bicubic | -73.823 | -44.210 | +29 |
759 | ecaresnet50t.ra2_in1k | 256 | 21.253 | 78.747 | 52.960 | 47.040 | 25.57 | 0.875 | bicubic | -73.577 | -45.770 | +103 |
760 | resnet50_gn.a1h_in1k | 288 | 21.160 | 78.840 | 54.200 | 45.800 | 25.56 | 0.950 | bicubic | -74.120 | -44.710 | -6 |
761 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 21.160 | 78.840 | 51.787 | 48.213 | 7.52 | 0.950 | bicubic | -73.530 | -47.013 | +129 |
762 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 21.120 | 78.880 | 55.640 | 44.360 | 28.29 | 0.900 | bicubic | -74.050 | -43.280 | +15 |
763 | repvit_m1_5.dist_300e_in1k | 224 | 21.107 | 78.893 | 54.307 | 45.693 | 14.64 | 0.950 | bicubic | -74.593 | -44.843 | -124 |
764 | pit_s_224.in1k | 224 | 21.080 | 78.920 | 53.547 | 46.453 | 23.46 | 0.900 | bicubic | -73.580 | -45.173 | +136 |
765 | convmixer_1536_20.in1k | 224 | 20.973 | 79.027 | 55.307 | 44.693 | 51.63 | 0.960 | bicubic | -74.107 | -43.723 | +34 |
766 | cs3darknet_x.c2ns_in1k | 256 | 20.893 | 79.107 | 53.467 | 46.533 | 35.05 | 0.950 | bicubic | -74.517 | -45.373 | -42 |
767 | resnet101.a2_in1k | 288 | 20.880 | 79.120 | 51.853 | 48.147 | 44.55 | 1.000 | bicubic | -74.540 | -47.177 | -45 |
768 | xcit_tiny_12_p8_224.fb_in1k | 224 | 20.827 | 79.173 | 51.987 | 48.013 | 6.71 | 1.000 | bicubic | -73.853 | -46.853 | +122 |
769 | nfnet_l0.ra2_in1k | 224 | 20.760 | 79.240 | 55.507 | 44.493 | 35.07 | 0.900 | bicubic | -74.670 | -43.333 | -54 |
770 | deit_small_distilled_patch16_224.fb_in1k | 224 | 20.733 | 79.267 | 54.853 | 45.147 | 22.44 | 0.900 | bicubic | -73.977 | -43.967 | +114 |
771 | poolformerv2_m36.sail_in1k | 224 | 20.667 | 79.333 | 52.987 | 47.013 | 56.08 | 1.000 | bicubic | -74.763 | -46.103 | -54 |
772 | resnet61q.ra2_in1k | 256 | 20.653 | 79.347 | 52.947 | 47.053 | 36.85 | 0.900 | bicubic | -74.687 | -46.023 | -30 |
773 | resnet51q.ra2_in1k | 288 | 20.600 | 79.400 | 55.173 | 44.827 | 35.70 | 1.000 | bilinear | -75.280 | -43.847 | -175 |
774 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 20.560 | 79.440 | 53.173 | 46.827 | 15.25 | 0.950 | bicubic | -74.080 | -45.607 | +133 |
775 | regnety_032.tv2_in1k | 224 | 20.547 | 79.453 | 54.347 | 45.653 | 19.44 | 0.965 | bicubic | -74.753 | -44.583 | -25 |
776 | resnet152.a1_in1k | 224 | 20.493 | 79.507 | 48.853 | 51.147 | 60.19 | 0.950 | bicubic | -74.647 | -49.927 | +9 |
777 | resnet152.tv2_in1k | 224 | 20.453 | 79.547 | 52.427 | 47.573 | 60.19 | 0.965 | bilinear | -75.077 | -46.533 | -99 |
778 | ecaresnetlight.miil_in1k | 288 | 20.440 | 79.560 | 53.360 | 46.640 | 30.16 | 0.950 | bicubic | -74.850 | -45.680 | -26 |
779 | sebotnet33ts_256.a1h_in1k | 256 | 20.333 | 79.667 | 48.693 | 51.307 | 13.70 | 0.940 | bicubic | -74.317 | -49.817 | +127 |
780 | resnetrs101.tf_in1k | 288 | 20.307 | 79.693 | 52.573 | 47.427 | 63.62 | 0.940 | bicubic | -75.113 | -46.447 | -60 |
781 | regnety_032.ra_in1k | 224 | 20.173 | 79.827 | 52.933 | 47.067 | 19.44 | 0.950 | bicubic | -75.227 | -46.147 | -54 |
782 | resnest50d_4s2x40d.in1k | 224 | 20.093 | 79.907 | 52.800 | 47.200 | 30.42 | 0.875 | bicubic | -74.867 | -46.020 | +42 |
783 | hgnet_small.paddle_in1k | 224 | 20.040 | 79.960 | 52.627 | 47.373 | 24.36 | 0.965 | bicubic | -75.070 | -46.303 | +7 |
784 | resnetaa50d.sw_in12k_ft_in1k | 224 | 20.027 | 79.973 | 54.720 | 45.280 | 25.58 | 0.950 | bicubic | -75.333 | -44.350 | -49 |
785 | resnetaa50.a1h_in1k | 288 | 20.013 | 79.987 | 51.733 | 48.267 | 25.56 | 1.000 | bicubic | -75.227 | -47.137 | -21 |
786 | hgnet_tiny.ssld_in1k | 224 | 19.987 | 80.013 | 54.773 | 45.227 | 14.74 | 0.965 | bicubic | -75.723 | -44.477 | -153 |
787 | fbnetv3_g.ra2_in1k | 240 | 19.947 | 80.053 | 53.720 | 46.280 | 16.62 | 0.950 | bilinear | -75.083 | -45.340 | +26 |
788 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 19.920 | 80.080 | 53.493 | 46.507 | 32.59 | 0.950 | bicubic | -75.170 | -45.457 | +9 |
789 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 19.760 | 80.240 | 50.560 | 49.440 | 3.05 | 1.000 | bicubic | -73.710 | -47.950 | +342 |
790 | resnext50_32x4d.a1_in1k | 288 | 19.747 | 80.253 | 50.227 | 49.773 | 25.03 | 1.000 | bicubic | -75.093 | -48.553 | +70 |
791 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 19.693 | 80.307 | 55.360 | 44.640 | 11.22 | 1.000 | bicubic | -76.117 | -43.820 | -180 |
792 | 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 | +66 |
793 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 19.600 | 80.400 | 53.227 | 46.773 | 11.07 | 0.950 | bicubic | -75.770 | -45.633 | -62 |
794 | haloregnetz_b.ra3_in1k | 224 | 19.600 | 80.400 | 49.720 | 50.280 | 11.68 | 0.940 | bicubic | -75.140 | -48.960 | +88 |
795 | regnetz_b16.ra3_in1k | 288 | 19.573 | 80.427 | 52.400 | 47.600 | 9.72 | 1.000 | bicubic | -75.597 | -46.680 | -20 |
796 | resnet51q.ra2_in1k | 256 | 19.560 | 80.440 | 53.533 | 46.467 | 35.70 | 0.875 | bilinear | -75.930 | -45.317 | -100 |
797 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 19.480 | 80.520 | 53.053 | 46.947 | 9.72 | 1.000 | bicubic | -75.520 | -45.407 | +20 |
798 | resnext101_32x8d.tv2_in1k | 176 | 19.440 | 80.560 | 51.893 | 48.107 | 88.79 | 0.875 | bilinear | -75.920 | -47.157 | -64 |
799 | tresnet_xl.miil_in1k | 224 | 19.347 | 80.653 | 52.827 | 47.173 | 78.44 | 0.875 | bilinear | -76.093 | -46.233 | -88 |
800 | resnetv2_101.a1h_in1k | 224 | 19.320 | 80.680 | 48.853 | 51.147 | 44.54 | 0.950 | bicubic | -76.360 | -50.207 | -156 |
801 | resnet101.a1h_in1k | 224 | 19.280 | 80.720 | 49.787 | 50.213 | 44.55 | 0.950 | bicubic | -76.090 | -49.023 | -70 |
802 | senet154.gluon_in1k | 224 | 19.133 | 80.867 | 47.320 | 52.680 | 115.09 | 0.875 | bicubic | -75.797 | -51.450 | +32 |
803 | rexnet_200.nav_in1k | 224 | 19.040 | 80.960 | 52.573 | 47.427 | 16.37 | 0.875 | bicubic | -75.930 | -46.177 | +19 |
804 | lambda_resnet50ts.a1h_in1k | 256 | 19.027 | 80.973 | 48.907 | 51.093 | 21.54 | 0.950 | bicubic | -75.813 | -49.563 | +57 |
805 | resnet50d.a1_in1k | 288 | 19.027 | 80.973 | 48.707 | 51.293 | 25.58 | 1.000 | bicubic | -75.723 | -49.763 | +74 |
806 | seresnext101_64x4d.gluon_in1k | 224 | 19.013 | 80.987 | 48.920 | 51.080 | 88.23 | 0.875 | bicubic | -75.927 | -49.880 | +27 |
807 | levit_256.fb_dist_in1k | 224 | 19.000 | 81.000 | 49.707 | 50.293 | 18.89 | 0.900 | bicubic | -76.030 | -49.163 | +3 |
808 | levit_conv_256.fb_dist_in1k | 224 | 19.000 | 81.000 | 49.707 | 50.293 | 18.89 | 0.900 | bicubic | -76.030 | -49.163 | +5 |
809 | legacy_senet154.in1k | 224 | 18.947 | 81.053 | 47.640 | 52.360 | 115.09 | 0.875 | bilinear | -76.153 | -51.190 | -13 |
810 | tf_efficientnet_b1.ns_jft_in1k | 240 | 18.920 | 81.080 | 51.707 | 48.293 | 7.79 | 0.882 | bicubic | -76.230 | -47.123 | -29 |
811 | repvgg_b3.rvgg_in1k | 224 | 18.867 | 81.133 | 49.840 | 50.160 | 123.09 | 0.875 | bilinear | -75.683 | -49.070 | +121 |
812 | gcvit_xxtiny.in1k | 224 | 18.800 | 81.200 | 53.107 | 46.893 | 12.00 | 0.875 | bicubic | -75.580 | -45.643 | +153 |
813 | eca_nfnet_l0.ra2_in1k | 224 | 18.760 | 81.240 | 53.320 | 46.680 | 24.14 | 0.900 | bicubic | -76.530 | -45.780 | -62 |
814 | deit_small_patch16_224.fb_in1k | 224 | 18.720 | 81.280 | 51.093 | 48.907 | 22.05 | 0.900 | bicubic | -75.710 | -47.497 | +145 |
815 | mobilevitv2_200.cvnets_in1k | 256 | 18.587 | 81.413 | 50.080 | 49.920 | 18.45 | 0.888 | bicubic | -76.273 | -48.710 | +39 |
816 | edgenext_small.usi_in1k | 320 | 18.547 | 81.453 | 53.560 | 46.440 | 5.59 | 1.000 | bicubic | -76.873 | -45.540 | -98 |
817 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 18.547 | 81.453 | 51.213 | 48.787 | 59.88 | 0.875 | bilinear | -76.813 | -47.767 | -80 |
818 | ecaresnet50t.a2_in1k | 288 | 18.440 | 81.560 | 48.760 | 51.240 | 25.57 | 1.000 | bicubic | -76.910 | -50.090 | -81 |
819 | regnetx_080.tv2_in1k | 224 | 18.413 | 81.587 | 50.133 | 49.867 | 39.57 | 0.965 | bicubic | -76.697 | -48.577 | -25 |
820 | seresnet50.ra2_in1k | 288 | 18.360 | 81.640 | 51.067 | 48.933 | 28.09 | 0.950 | bicubic | -76.970 | -47.833 | -77 |
821 | poolformer_s36.sail_in1k | 224 | 18.293 | 81.707 | 52.027 | 47.973 | 30.86 | 0.900 | bicubic | -76.817 | -46.783 | -28 |
822 | repvit_m3.dist_in1k | 224 | 18.293 | 81.707 | 51.680 | 48.320 | 10.68 | 0.950 | bicubic | -76.947 | -47.300 | -60 |
823 | seresnext50_32x4d.racm_in1k | 224 | 18.240 | 81.760 | 50.893 | 49.107 | 27.56 | 0.875 | bicubic | -76.790 | -47.907 | -13 |
824 | wide_resnet50_2.tv2_in1k | 224 | 18.133 | 81.867 | 52.267 | 47.733 | 68.88 | 0.965 | bilinear | -76.737 | -46.503 | +20 |
825 | ese_vovnet39b.ra_in1k | 288 | 18.080 | 81.920 | 49.613 | 50.387 | 24.57 | 0.950 | bicubic | -76.810 | -49.297 | +14 |
826 | cait_xxs36_224.fb_dist_in1k | 224 | 18.080 | 81.920 | 49.267 | 50.733 | 17.30 | 1.000 | bicubic | -76.160 | -49.443 | +168 |
827 | sehalonet33ts.ra2_in1k | 256 | 18.040 | 81.960 | 47.613 | 52.387 | 13.69 | 0.940 | bicubic | -76.750 | -51.327 | +43 |
828 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 18.013 | 81.987 | 51.613 | 48.387 | 11.07 | 1.000 | bicubic | -77.457 | -47.717 | -121 |
829 | ecaresnet50d.miil_in1k | 224 | 18.000 | 82.000 | 51.507 | 48.493 | 25.58 | 0.875 | bicubic | -76.630 | -47.193 | +81 |
830 | gcresnet50t.ra2_in1k | 288 | 17.947 | 82.053 | 49.373 | 50.627 | 25.90 | 1.000 | bicubic | -77.333 | -49.627 | -74 |
831 | tf_efficientnet_lite4.in1k | 380 | 17.907 | 82.093 | 50.307 | 49.693 | 13.01 | 0.920 | bilinear | -76.983 | -48.713 | +7 |
832 | cs3darknet_l.c2ns_in1k | 288 | 17.853 | 82.147 | 51.453 | 48.547 | 21.16 | 0.950 | bicubic | -77.287 | -46.957 | -49 |
833 | resnet101.a1_in1k | 224 | 17.853 | 82.147 | 45.573 | 54.427 | 44.55 | 0.950 | bicubic | -76.677 | -53.057 | +107 |
834 | resnest50d_1s4x24d.in1k | 224 | 17.627 | 82.373 | 49.627 | 50.373 | 25.68 | 0.875 | bicubic | -77.133 | -49.173 | +38 |
835 | mobilevitv2_175.cvnets_in1k | 256 | 17.600 | 82.400 | 49.227 | 50.773 | 14.25 | 0.888 | bicubic | -77.270 | -49.323 | +11 |
836 | resnet50d.ra2_in1k | 288 | 17.547 | 82.453 | 49.880 | 50.120 | 25.58 | 0.950 | bicubic | -77.463 | -49.090 | -22 |
837 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 17.547 | 82.453 | 49.747 | 50.253 | 5.79 | 1.000 | bicubic | -76.083 | -48.483 | +268 |
838 | resnetv2_50.a1h_in1k | 288 | 17.533 | 82.467 | 49.880 | 50.120 | 25.55 | 1.000 | bicubic | -77.297 | -48.990 | +26 |
839 | tiny_vit_5m_224.in1k | 224 | 17.520 | 82.480 | 49.960 | 50.040 | 5.39 | 0.950 | bicubic | -76.760 | -48.580 | +149 |
840 | hgnet_tiny.paddle_in1k | 288 | 17.480 | 82.520 | 50.853 | 49.147 | 14.74 | 1.000 | bicubic | -77.480 | -48.207 | -15 |
841 | seresnext101_32x4d.gluon_in1k | 224 | 17.400 | 82.600 | 46.493 | 53.507 | 48.96 | 0.875 | bicubic | -77.520 | -52.387 | -4 |
842 | resnest50d.in1k | 224 | 17.347 | 82.653 | 50.547 | 49.453 | 27.48 | 0.875 | bilinear | -77.483 | -48.323 | +21 |
843 | resnet152.a2_in1k | 224 | 17.347 | 82.653 | 45.600 | 54.400 | 60.19 | 0.950 | bicubic | -77.603 | -53.360 | -11 |
844 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 17.293 | 82.707 | 51.787 | 48.213 | 11.22 | 0.965 | bicubic | -78.247 | -46.973 | -175 |
845 | resnet50.c2_in1k | 288 | 17.293 | 82.707 | 49.387 | 50.613 | 25.56 | 1.000 | bicubic | -77.597 | -49.473 | -2 |
846 | inception_v4.tf_in1k | 299 | 17.293 | 82.707 | 45.373 | 54.627 | 42.68 | 0.875 | bicubic | -77.087 | -53.517 | +123 |
847 | dm_nfnet_f0.dm_in1k | 192 | 17.200 | 82.800 | 45.027 | 54.973 | 71.49 | 0.900 | bicubic | -78.180 | -53.893 | -117 |
848 | convnext_pico.d1_in1k | 288 | 17.133 | 82.867 | 49.707 | 50.293 | 9.05 | 0.950 | bicubic | -77.617 | -48.973 | +28 |
849 | tf_efficientnet_b3.ap_in1k | 300 | 17.120 | 82.880 | 49.560 | 50.440 | 12.23 | 0.904 | bicubic | -78.230 | -49.370 | -111 |
850 | efficientnet_el.ra_in1k | 300 | 17.093 | 82.907 | 49.893 | 50.107 | 10.59 | 0.904 | bicubic | -78.027 | -49.097 | -62 |
851 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 17.093 | 82.907 | 47.427 | 52.573 | 12.12 | 1.000 | bicubic | -77.437 | -51.373 | +85 |
852 | regnetx_032.tv2_in1k | 224 | 17.000 | 83.000 | 48.120 | 51.880 | 15.30 | 0.965 | bicubic | -77.660 | -50.720 | +45 |
853 | fastvit_s12.apple_dist_in1k | 256 | 16.987 | 83.013 | 49.333 | 50.667 | 9.47 | 0.900 | bicubic | -77.883 | -49.537 | -5 |
854 | gcresnext50ts.ch_in1k | 288 | 16.973 | 83.027 | 47.987 | 52.013 | 15.67 | 1.000 | bicubic | -77.887 | -50.823 | -4 |
855 | xception71.tf_in1k | 299 | 16.893 | 83.107 | 45.613 | 54.387 | 42.34 | 0.903 | bicubic | -77.437 | -53.237 | +119 |
856 | cs3darknet_focus_l.c2ns_in1k | 288 | 16.853 | 83.147 | 50.053 | 49.947 | 21.15 | 0.950 | bicubic | -78.307 | -48.907 | -77 |
857 | hrnet_w18_ssld.paddle_in1k | 224 | 16.827 | 83.173 | 46.867 | 53.133 | 21.30 | 0.950 | bilinear | -78.533 | -52.003 | -124 |
858 | regnety_016.tv2_in1k | 224 | 16.787 | 83.213 | 49.840 | 50.160 | 11.20 | 0.965 | bicubic | -77.793 | -49.060 | +65 |
859 | tf_efficientnet_b3.aa_in1k | 300 | 16.787 | 83.213 | 49.187 | 50.813 | 12.23 | 0.904 | bicubic | -78.223 | -49.723 | -42 |
860 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 16.733 | 83.267 | 46.653 | 53.347 | 13.68 | 1.000 | bicubic | -78.307 | -52.247 | -52 |
861 | resnext101_64x4d.gluon_in1k | 224 | 16.720 | 83.280 | 44.027 | 55.973 | 83.46 | 0.875 | bicubic | -77.950 | -54.623 | +35 |
862 | resmlp_36_224.fb_distilled_in1k | 224 | 16.707 | 83.293 | 51.093 | 48.907 | 44.69 | 0.875 | bicubic | -78.173 | -47.777 | -19 |
863 | convnextv2_pico.fcmae_ft_in1k | 288 | 16.707 | 83.293 | 50.000 | 50.000 | 9.07 | 0.950 | bicubic | -78.543 | -48.800 | -104 |
864 | efficientnetv2_rw_t.ra2_in1k | 224 | 16.707 | 83.293 | 47.067 | 52.933 | 13.65 | 1.000 | bicubic | -78.273 | -51.683 | -42 |
865 | poolformerv2_s36.sail_in1k | 224 | 16.680 | 83.320 | 49.267 | 50.733 | 30.79 | 1.000 | bicubic | -78.650 | -49.743 | -120 |
866 | tf_efficientnetv2_b3.in1k | 300 | 16.587 | 83.413 | 48.480 | 51.520 | 14.36 | 0.904 | bicubic | -78.593 | -50.350 | -92 |
867 | ecaresnet50t.a1_in1k | 224 | 16.520 | 83.480 | 47.147 | 52.853 | 25.57 | 0.950 | bicubic | -78.160 | -51.673 | +26 |
868 | resnet50d.ra4_e3600_r224_in1k | 288 | 16.453 | 83.547 | 49.013 | 50.987 | 25.58 | 1.000 | bicubic | -78.867 | -49.807 | -122 |
869 | inception_resnet_v2.tf_in1k | 299 | 16.453 | 83.547 | 44.720 | 55.280 | 55.84 | 0.897 | bicubic | -78.117 | -54.240 | +59 |
870 | tresnet_l.miil_in1k | 224 | 16.440 | 83.560 | 49.573 | 50.427 | 55.99 | 0.875 | bilinear | -78.830 | -49.437 | -114 |
871 | resnet152s.gluon_in1k | 224 | 16.440 | 83.560 | 44.347 | 55.653 | 60.32 | 0.875 | bicubic | -78.620 | -54.583 | -66 |
872 | convnext_pico_ols.d1_in1k | 288 | 16.347 | 83.653 | 49.267 | 50.733 | 9.06 | 1.000 | bicubic | -78.293 | -49.503 | +36 |
873 | resnet101.tv2_in1k | 224 | 16.333 | 83.667 | 48.333 | 51.667 | 44.55 | 0.965 | bilinear | -78.957 | -50.597 | -119 |
874 | gcresnet50t.ra2_in1k | 256 | 16.320 | 83.680 | 48.320 | 51.680 | 25.90 | 0.900 | bicubic | -78.540 | -50.530 | -22 |
875 | resnet152d.gluon_in1k | 224 | 16.320 | 83.680 | 44.080 | 55.920 | 60.21 | 0.875 | bicubic | -78.500 | -54.680 | -8 |
876 | fastvit_sa12.apple_in1k | 256 | 16.307 | 83.693 | 49.387 | 50.613 | 11.58 | 0.900 | bicubic | -78.583 | -49.423 | -35 |
877 | convnext_nano.d1h_in1k | 224 | 16.293 | 83.707 | 47.440 | 52.560 | 15.59 | 0.950 | bicubic | -78.637 | -51.230 | -42 |
878 | gernet_l.idstcv_in1k | 256 | 16.253 | 83.747 | 46.773 | 53.227 | 31.08 | 0.875 | bilinear | -78.857 | -52.257 | -86 |
879 | resmlp_24_224.fb_distilled_in1k | 224 | 16.227 | 83.773 | 49.947 | 50.053 | 30.02 | 0.875 | bicubic | -78.223 | -48.823 | +77 |
880 | mobilevitv2_150.cvnets_in1k | 256 | 16.227 | 83.773 | 47.960 | 52.040 | 10.59 | 0.888 | bicubic | -78.303 | -50.740 | +57 |
881 | convnext_nano_ols.d1h_in1k | 224 | 16.200 | 83.800 | 47.893 | 52.107 | 15.65 | 0.950 | bicubic | -78.540 | -50.727 | +1 |
882 | seresnet50.a1_in1k | 288 | 16.173 | 83.827 | 46.853 | 53.147 | 28.09 | 1.000 | bicubic | -78.497 | -51.867 | +13 |
883 | wide_resnet50_2.racm_in1k | 224 | 16.133 | 83.867 | 48.093 | 51.907 | 68.88 | 0.875 | bicubic | -78.947 | -50.877 | -83 |
884 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 16.120 | 83.880 | 43.333 | 56.667 | 55.84 | 0.897 | bicubic | -78.100 | -55.267 | +113 |
885 | resnetv2_50d_evos.ah_in1k | 224 | 16.107 | 83.893 | 46.467 | 53.533 | 25.59 | 0.950 | bicubic | -78.863 | -52.523 | -62 |
886 | repvgg_b3g4.rvgg_in1k | 224 | 16.067 | 83.933 | 47.480 | 52.520 | 83.83 | 0.875 | bilinear | -78.453 | -51.340 | +55 |
887 | gmlp_s16_224.ra3_in1k | 224 | 16.067 | 83.933 | 44.707 | 55.293 | 19.42 | 0.875 | bicubic | -78.093 | -53.793 | +128 |
888 | gcresnext50ts.ch_in1k | 256 | 16.053 | 83.947 | 46.160 | 53.840 | 15.67 | 0.900 | bicubic | -78.477 | -52.560 | +49 |
889 | resnetv2_50d_gn.ah_in1k | 224 | 16.053 | 83.947 | 46.133 | 53.867 | 25.57 | 0.950 | bicubic | -78.697 | -52.537 | -13 |
890 | 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 | +140 |
891 | repvit_m1_1.dist_450e_in1k | 224 | 16.040 | 83.960 | 49.120 | 50.880 | 8.80 | 0.950 | bicubic | -78.850 | -49.800 | -52 |
892 | ecaresnet101d_pruned.miil_in1k | 224 | 15.907 | 84.093 | 48.573 | 51.427 | 24.88 | 0.875 | bicubic | -79.163 | -50.407 | -91 |
893 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 15.893 | 84.107 | 47.973 | 52.027 | 11.07 | 0.950 | bicubic | -78.967 | -50.827 | -38 |
894 | ecaresnet50d_pruned.miil_in1k | 288 | 15.880 | 84.120 | 49.653 | 50.347 | 19.94 | 0.950 | bicubic | -79.230 | -49.257 | -104 |
895 | efficientnet_b1.ra4_e3600_r240_in1k | 288 | 15.880 | 84.120 | 48.693 | 51.307 | 7.79 | 1.000 | bicubic | -79.440 | -50.277 | -148 |
896 | xception65.tf_in1k | 299 | 15.880 | 84.120 | 43.480 | 56.520 | 39.92 | 0.903 | bicubic | -77.890 | -55.140 | +193 |
897 | resnet50.a1_in1k | 288 | 15.853 | 84.147 | 45.627 | 54.373 | 25.56 | 1.000 | bicubic | -78.947 | -53.123 | -30 |
898 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 15.840 | 84.160 | 49.333 | 50.667 | 25.56 | 0.875 | bilinear | -78.650 | -49.587 | +52 |
899 | edgenext_small_rw.sw_in1k | 320 | 15.800 | 84.200 | 49.520 | 50.480 | 7.83 | 1.000 | bicubic | -78.880 | -49.060 | -8 |
900 | resnext50_32x4d.ra_in1k | 288 | 15.733 | 84.267 | 46.920 | 53.080 | 25.03 | 0.950 | bicubic | -78.967 | -51.720 | -14 |
901 | fastvit_t12.apple_dist_in1k | 256 | 15.627 | 84.373 | 47.640 | 52.360 | 7.55 | 0.900 | bicubic | -78.993 | -50.920 | +14 |
902 | resnet50.c1_in1k | 288 | 15.613 | 84.387 | 47.107 | 52.893 | 25.56 | 1.000 | bicubic | -79.177 | -51.813 | -33 |
903 | ecaresnet26t.ra2_in1k | 320 | 15.520 | 84.480 | 47.947 | 52.053 | 16.01 | 0.950 | bicubic | -78.780 | -50.833 | +77 |
904 | regnety_320.pycls_in1k | 224 | 15.493 | 84.507 | 44.587 | 55.413 | 145.05 | 0.875 | bicubic | -79.097 | -54.083 | +15 |
905 | vit_base_patch32_384.augreg_in1k | 384 | 15.493 | 84.507 | 43.733 | 56.267 | 88.30 | 1.000 | bicubic | -78.147 | -54.937 | +199 |
906 | coat_tiny.in1k | 224 | 15.467 | 84.533 | 45.600 | 54.400 | 5.50 | 0.900 | bicubic | -78.113 | -52.820 | +208 |
907 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 15.440 | 84.560 | 47.960 | 52.040 | 9.72 | 1.000 | bicubic | -79.430 | -51.000 | -60 |
908 | convmixer_768_32.in1k | 224 | 15.387 | 84.613 | 47.613 | 52.387 | 21.11 | 0.960 | bicubic | -79.113 | -51.237 | +37 |
909 | edgenext_small.usi_in1k | 256 | 15.320 | 84.680 | 48.360 | 51.640 | 5.59 | 0.950 | bicubic | -79.630 | -50.210 | -79 |
910 | resnet50d.a2_in1k | 288 | 15.320 | 84.680 | 44.547 | 55.453 | 25.58 | 1.000 | bicubic | -79.270 | -54.303 | +10 |
911 | resnet50.d_in1k | 288 | 15.320 | 84.680 | 44.493 | 55.507 | 25.56 | 1.000 | bicubic | -79.640 | -54.377 | -80 |
912 | ecaresnetlight.miil_in1k | 224 | 15.227 | 84.773 | 45.600 | 54.400 | 30.16 | 0.875 | bicubic | -79.533 | -53.260 | -37 |
913 | cs3darknet_l.c2ns_in1k | 256 | 15.213 | 84.787 | 48.640 | 51.360 | 21.16 | 0.887 | bicubic | -79.337 | -50.140 | +18 |
914 | resnext50d_32x4d.bt_in1k | 288 | 15.213 | 84.787 | 45.933 | 54.067 | 25.05 | 0.950 | bicubic | -79.327 | -52.757 | +20 |
915 | skresnext50_32x4d.ra_in1k | 224 | 15.187 | 84.813 | 44.560 | 55.440 | 27.48 | 0.875 | bicubic | -79.073 | -53.910 | +76 |
916 | repvit_m1_0.dist_450e_in1k | 224 | 15.027 | 84.973 | 46.653 | 53.347 | 7.30 | 0.950 | bicubic | -79.513 | -52.227 | +16 |
917 | fastvit_s12.apple_in1k | 256 | 15.027 | 84.973 | 45.000 | 55.000 | 9.47 | 0.900 | bicubic | -79.193 | -53.640 | +82 |
918 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 15.027 | 84.973 | 42.333 | 57.667 | 119.42 | 0.900 | bicubic | -78.723 | -55.767 | +173 |
919 | seresnet33ts.ra2_in1k | 288 | 15.013 | 84.987 | 47.067 | 52.933 | 19.78 | 1.000 | bicubic | -80.027 | -51.773 | -113 |
920 | resnext50_32x4d.a2_in1k | 288 | 15.013 | 84.987 | 45.080 | 54.920 | 25.03 | 1.000 | bicubic | -79.547 | -53.560 | +11 |
921 | efficientvit_b1.r288_in1k | 288 | 15.000 | 85.000 | 46.333 | 53.667 | 9.10 | 1.000 | bicubic | -79.480 | -52.457 | +31 |
922 | eca_resnet33ts.ra2_in1k | 288 | 14.987 | 85.013 | 48.600 | 51.400 | 19.68 | 1.000 | bicubic | -79.663 | -50.260 | -21 |
923 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 14.947 | 85.053 | 48.347 | 51.653 | 11.22 | 0.965 | bicubic | -80.273 | -50.533 | -156 |
924 | vit_base_patch16_224.augreg_in1k | 224 | 14.907 | 85.093 | 41.893 | 58.107 | 86.57 | 0.900 | bicubic | -78.723 | -56.347 | +181 |
925 | cait_xxs24_224.fb_dist_in1k | 224 | 14.880 | 85.120 | 44.533 | 55.467 | 11.96 | 1.000 | bicubic | -78.700 | -53.907 | +188 |
926 | regnetz_b16.ra3_in1k | 224 | 14.827 | 85.173 | 45.800 | 54.200 | 9.72 | 0.940 | bicubic | -79.733 | -53.080 | +3 |
927 | levit_192.fb_dist_in1k | 224 | 14.693 | 85.307 | 44.640 | 55.360 | 10.95 | 0.900 | bicubic | -79.487 | -53.900 | +80 |
928 | levit_conv_192.fb_dist_in1k | 224 | 14.680 | 85.320 | 44.653 | 55.347 | 10.95 | 0.900 | bicubic | -79.500 | -53.887 | +80 |
929 | res2net50d.in1k | 224 | 14.653 | 85.347 | 44.400 | 55.600 | 25.72 | 0.875 | bilinear | -79.647 | -53.960 | +53 |
930 | seresnet50.a2_in1k | 288 | 14.653 | 85.347 | 44.147 | 55.853 | 28.09 | 1.000 | bicubic | -80.027 | -54.633 | -38 |
931 | poolformerv2_s24.sail_in1k | 224 | 14.640 | 85.360 | 45.973 | 54.027 | 21.34 | 1.000 | bicubic | -80.010 | -52.857 | -28 |
932 | convnextv2_pico.fcmae_ft_in1k | 224 | 14.627 | 85.373 | 45.840 | 54.160 | 9.07 | 0.875 | bicubic | -79.833 | -52.780 | +23 |
933 | gcresnet33ts.ra2_in1k | 288 | 14.573 | 85.427 | 46.013 | 53.987 | 19.88 | 1.000 | bicubic | -80.347 | -52.767 | -97 |
934 | repvit_m1_1.dist_300e_in1k | 224 | 14.547 | 85.453 | 46.800 | 53.200 | 8.80 | 0.950 | bicubic | -80.213 | -52.180 | -61 |
935 | cs3darknet_focus_l.c2ns_in1k | 256 | 14.480 | 85.520 | 46.507 | 53.493 | 21.15 | 0.887 | bicubic | -80.180 | -52.303 | -37 |
936 | darknet53.c2ns_in1k | 288 | 14.440 | 85.560 | 46.813 | 53.187 | 41.61 | 1.000 | bicubic | -80.180 | -51.967 | -23 |
937 | efficientnet_el_pruned.in1k | 300 | 14.413 | 85.587 | 45.827 | 54.173 | 10.59 | 0.904 | bicubic | -79.967 | -52.733 | +30 |
938 | coat_lite_mini.in1k | 224 | 14.400 | 85.600 | 44.533 | 55.467 | 11.01 | 0.900 | bicubic | -79.650 | -53.707 | +95 |
939 | rexnet_150.nav_in1k | 224 | 14.373 | 85.627 | 46.440 | 53.560 | 9.73 | 0.875 | bicubic | -80.107 | -52.110 | +12 |
940 | resnet50.tv2_in1k | 224 | 14.333 | 85.667 | 46.747 | 53.253 | 25.56 | 0.965 | bilinear | -80.327 | -52.033 | -41 |
941 | resnext50_32x4d.a1h_in1k | 224 | 14.320 | 85.680 | 44.000 | 56.000 | 25.03 | 0.950 | bicubic | -80.220 | -54.600 | -6 |
942 | efficientnet_b2.ra_in1k | 288 | 14.307 | 85.693 | 45.827 | 54.173 | 9.11 | 1.000 | bicubic | -80.313 | -52.973 | -24 |
943 | seresnet33ts.ra2_in1k | 256 | 14.280 | 85.720 | 45.840 | 54.160 | 19.78 | 0.900 | bicubic | -80.580 | -52.880 | -92 |
944 | darknetaa53.c2ns_in1k | 288 | 14.120 | 85.880 | 44.880 | 55.120 | 36.02 | 1.000 | bilinear | -80.400 | -53.790 | -1 |
945 | poolformer_s24.sail_in1k | 224 | 14.107 | 85.893 | 47.040 | 52.960 | 21.39 | 0.900 | bicubic | -80.473 | -51.620 | -23 |
946 | repvit_m2.dist_in1k | 224 | 14.053 | 85.947 | 46.320 | 53.680 | 8.80 | 0.950 | bicubic | -80.697 | -52.380 | -68 |
947 | seresnet50.ra2_in1k | 224 | 14.053 | 85.947 | 45.413 | 54.587 | 28.09 | 0.875 | bicubic | -80.517 | -53.387 | -19 |
948 | pvt_v2_b1.in1k | 224 | 14.027 | 85.973 | 47.360 | 52.640 | 14.01 | 0.900 | bicubic | -79.793 | -51.300 | +129 |
949 | mobilevitv2_125.cvnets_in1k | 256 | 14.000 | 86.000 | 44.280 | 55.720 | 7.48 | 0.888 | bicubic | -79.990 | -54.300 | +100 |
950 | eca_resnet33ts.ra2_in1k | 256 | 13.987 | 86.013 | 47.027 | 52.973 | 19.68 | 0.900 | bicubic | -80.213 | -51.313 | +50 |
951 | gernet_m.idstcv_in1k | 224 | 13.973 | 86.027 | 45.893 | 54.107 | 21.14 | 0.875 | bilinear | -80.677 | -52.597 | -49 |
952 | fbnetv3_d.ra2_in1k | 256 | 13.920 | 86.080 | 46.040 | 53.960 | 10.31 | 0.950 | bilinear | -79.990 | -52.700 | +108 |
953 | resnet101.a2_in1k | 224 | 13.907 | 86.093 | 42.960 | 57.040 | 44.55 | 0.950 | bicubic | -80.793 | -55.800 | -65 |
954 | legacy_seresnext101_32x4d.in1k | 224 | 13.867 | 86.133 | 42.587 | 57.413 | 48.96 | 0.875 | bilinear | -80.503 | -55.893 | +15 |
955 | resnext101_32x4d.gluon_in1k | 224 | 13.667 | 86.333 | 41.467 | 58.533 | 44.18 | 0.875 | bicubic | -80.863 | -57.053 | -16 |
956 | gcresnet33ts.ra2_in1k | 256 | 13.640 | 86.360 | 44.813 | 55.187 | 19.88 | 0.900 | bicubic | -80.860 | -53.967 | -9 |
957 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 256 | 13.627 | 86.373 | 45.427 | 54.573 | 8.46 | 0.950 | bicubic | -81.333 | -53.643 | -129 |
958 | edgenext_small_rw.sw_in1k | 256 | 13.600 | 86.400 | 45.907 | 54.093 | 7.83 | 0.900 | bicubic | -80.330 | -52.643 | +98 |
959 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 13.600 | 86.400 | 44.893 | 55.107 | 9.72 | 0.950 | bicubic | -80.700 | -53.637 | +19 |
960 | dpn68b.ra_in1k | 288 | 13.600 | 86.400 | 39.867 | 60.133 | 12.61 | 1.000 | bicubic | -80.380 | -58.673 | +92 |
961 | mobilenet_edgetpu_v2_m | 256 | 13.587 | 86.413 | 45.427 | 54.573 | 8.46 | 0.950 | bicubic | -81.373 | -53.383 | -132 |
962 | efficientnet_b2.ra_in1k | 256 | 13.587 | 86.413 | 44.200 | 55.800 | 9.11 | 0.875 | bicubic | -80.423 | -54.280 | +83 |
963 | fastvit_t12.apple_in1k | 256 | 13.587 | 86.413 | 43.253 | 56.747 | 7.55 | 0.900 | bicubic | -80.403 | -55.307 | +87 |
964 | hgnet_tiny.paddle_in1k | 224 | 13.573 | 86.427 | 44.000 | 56.000 | 14.74 | 0.965 | bicubic | -80.717 | -54.750 | +20 |
965 | pit_xs_distilled_224.in1k | 224 | 13.507 | 86.493 | 45.107 | 54.893 | 11.00 | 0.900 | bicubic | -80.263 | -53.313 | +121 |
966 | wide_resnet101_2.tv2_in1k | 176 | 13.453 | 86.547 | 40.907 | 59.093 | 126.89 | 0.875 | bilinear | -81.017 | -57.873 | -12 |
967 | darknet53.c2ns_in1k | 256 | 13.440 | 86.560 | 44.720 | 55.280 | 41.61 | 0.887 | bicubic | -80.870 | -54.140 | +9 |
968 | seresnext50_32x4d.gluon_in1k | 224 | 13.440 | 86.560 | 43.440 | 56.560 | 27.56 | 0.875 | bicubic | -80.920 | -55.180 | +3 |
969 | resmlp_36_224.fb_in1k | 224 | 13.427 | 86.573 | 46.253 | 53.747 | 44.69 | 0.875 | bicubic | -80.773 | -52.407 | +33 |
970 | ecaresnet50t.a2_in1k | 224 | 13.400 | 86.600 | 42.493 | 57.507 | 25.57 | 0.950 | bicubic | -81.100 | -56.147 | -22 |
971 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 13.373 | 86.627 | 45.067 | 54.933 | 9.72 | 1.000 | bicubic | -81.387 | -53.863 | -97 |
972 | eca_botnext26ts_256.c1_in1k | 256 | 13.360 | 86.640 | 42.267 | 57.733 | 10.59 | 0.950 | bicubic | -80.450 | -56.233 | +108 |
973 | resnet50_gn.a1h_in1k | 224 | 13.333 | 86.667 | 42.773 | 57.227 | 25.56 | 0.940 | bicubic | -80.997 | -55.927 | 0 |
974 | repvgg_b2g4.rvgg_in1k | 224 | 13.240 | 86.760 | 43.440 | 56.560 | 61.76 | 0.875 | bilinear | -80.630 | -54.950 | +93 |
975 | resnet152.a3_in1k | 224 | 13.240 | 86.760 | 42.773 | 57.227 | 60.19 | 0.950 | bicubic | -81.480 | -55.917 | -92 |
976 | regnetx_320.pycls_in1k | 224 | 13.173 | 86.827 | 40.280 | 59.720 | 107.81 | 0.875 | bicubic | -81.267 | -58.450 | -18 |
977 | resnet50.b1k_in1k | 288 | 13.147 | 86.853 | 43.773 | 56.227 | 25.56 | 1.000 | bicubic | -81.713 | -54.907 | -125 |
978 | ese_vovnet39b.ra_in1k | 224 | 13.133 | 86.867 | 43.733 | 56.267 | 24.57 | 0.875 | bicubic | -80.967 | -54.947 | +46 |
979 | visformer_tiny.in1k | 224 | 13.133 | 86.867 | 43.573 | 56.427 | 10.32 | 0.900 | bicubic | -80.457 | -55.127 | +133 |
980 | resnet50d.a1_in1k | 224 | 13.133 | 86.867 | 41.227 | 58.773 | 25.58 | 0.950 | bicubic | -81.167 | -57.513 | +3 |
981 | vit_small_patch16_224.augreg_in1k | 224 | 13.067 | 86.933 | 40.987 | 59.013 | 22.05 | 0.900 | bicubic | -80.833 | -57.643 | +83 |
982 | cspresnext50.ra_in1k | 256 | 13.040 | 86.960 | 45.053 | 54.947 | 20.57 | 0.887 | bilinear | -81.790 | -53.857 | -117 |
983 | efficientnet_b3_pruned.in1k | 300 | 13.027 | 86.973 | 44.893 | 55.107 | 9.86 | 0.904 | bicubic | -81.593 | -54.007 | -66 |
984 | mobilevit_s.cvnets_in1k | 256 | 13.013 | 86.987 | 40.827 | 59.173 | 5.58 | 0.900 | bicubic | -80.197 | -57.643 | +181 |
985 | mixnet_xl.ra_in1k | 224 | 12.973 | 87.027 | 43.133 | 56.867 | 11.90 | 0.875 | bicubic | -81.227 | -55.507 | +20 |
986 | efficientformerv2_s1.snap_dist_in1k | 224 | 12.960 | 87.040 | 42.400 | 57.600 | 6.19 | 0.950 | bicubic | -81.140 | -56.270 | +37 |
987 | nf_regnet_b1.ra2_in1k | 288 | 12.907 | 87.093 | 43.907 | 56.093 | 10.22 | 0.900 | bicubic | -81.243 | -54.833 | +32 |
988 | efficientformer_l1.snap_dist_in1k | 224 | 12.893 | 87.107 | 45.147 | 54.853 | 12.29 | 0.950 | bicubic | -81.607 | -53.673 | -42 |
989 | eca_halonext26ts.c1_in1k | 256 | 12.893 | 87.107 | 42.200 | 57.800 | 10.76 | 0.940 | bicubic | -81.157 | -56.300 | +45 |
990 | resnext50_32x4d.a1_in1k | 224 | 12.893 | 87.107 | 40.813 | 59.187 | 25.03 | 0.950 | bicubic | -81.177 | -57.387 | +39 |
991 | resnet101d.gluon_in1k | 224 | 12.773 | 87.227 | 41.333 | 58.667 | 44.57 | 0.875 | bicubic | -81.477 | -57.217 | +1 |
992 | regnetx_016.tv2_in1k | 224 | 12.720 | 87.280 | 45.173 | 54.827 | 9.19 | 0.965 | bicubic | -81.450 | -53.567 | +17 |
993 | repvit_m1_0.dist_300e_in1k | 224 | 12.720 | 87.280 | 44.187 | 55.813 | 7.30 | 0.950 | bicubic | -81.610 | -54.453 | -21 |
994 | pit_xs_224.in1k | 224 | 12.707 | 87.293 | 42.600 | 57.400 | 10.62 | 0.900 | bicubic | -80.413 | -55.710 | +184 |
995 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 12.600 | 87.400 | 46.733 | 53.267 | 6.34 | 1.000 | bicubic | -81.970 | -52.027 | -69 |
996 | resnetblur50.bt_in1k | 288 | 12.573 | 87.427 | 44.280 | 55.720 | 25.56 | 0.950 | bicubic | -81.897 | -54.400 | -43 |
997 | resnet50.b2k_in1k | 288 | 12.560 | 87.440 | 43.760 | 56.240 | 25.56 | 1.000 | bicubic | -82.150 | -55.260 | -113 |
998 | tf_efficientnet_b3.in1k | 300 | 12.560 | 87.440 | 43.213 | 56.787 | 12.23 | 0.904 | bicubic | -82.080 | -55.557 | -88 |
999 | crossvit_9_dagger_240.in1k | 240 | 12.560 | 87.440 | 41.387 | 58.613 | 8.78 | 0.875 | bicubic | -80.380 | -56.823 | +201 |
1000 | resnext50_32x4d.tv2_in1k | 224 | 12.533 | 87.467 | 42.853 | 57.147 | 25.03 | 0.965 | bilinear | -82.087 | -55.857 | -84 |
1001 | inception_v3.gluon_in1k | 299 | 12.533 | 87.467 | 40.213 | 59.787 | 23.83 | 0.875 | bicubic | -80.957 | -58.327 | +128 |
1002 | resmlp_24_224.fb_in1k | 224 | 12.467 | 87.533 | 43.413 | 56.587 | 30.02 | 0.875 | bicubic | -81.553 | -55.197 | +41 |
1003 | tresnet_m.miil_in1k | 224 | 12.467 | 87.533 | 41.707 | 58.293 | 31.39 | 0.875 | bilinear | -82.153 | -57.043 | -83 |
1004 | wide_resnet50_2.tv2_in1k | 176 | 12.453 | 87.547 | 43.467 | 56.533 | 68.88 | 0.875 | bilinear | -81.747 | -55.173 | -3 |
1005 | efficientnet_b1.ra4_e3600_r240_in1k | 240 | 12.427 | 87.573 | 43.933 | 56.067 | 7.79 | 0.900 | bicubic | -82.413 | -54.687 | -147 |
1006 | efficientvit_b1.r256_in1k | 256 | 12.427 | 87.573 | 41.840 | 58.160 | 9.10 | 1.000 | bicubic | -81.613 | -56.700 | +33 |
1007 | darknetaa53.c2ns_in1k | 256 | 12.413 | 87.587 | 42.760 | 57.240 | 36.02 | 0.887 | bilinear | -81.487 | -55.870 | +55 |
1008 | regnety_120.pycls_in1k | 224 | 12.387 | 87.613 | 41.840 | 58.160 | 51.82 | 0.875 | bicubic | -82.133 | -57.120 | -66 |
1009 | ecaresnet26t.ra2_in1k | 256 | 12.253 | 87.747 | 42.640 | 57.360 | 16.01 | 0.875 | bicubic | -81.587 | -56.010 | +64 |
1010 | coat_lite_tiny.in1k | 224 | 12.253 | 87.747 | 41.080 | 58.920 | 5.72 | 0.900 | bicubic | -81.007 | -57.310 | +153 |
1011 | resnet50.a1h_in1k | 224 | 12.240 | 87.760 | 43.707 | 56.293 | 25.56 | 1.000 | bicubic | -82.530 | -54.973 | -140 |
1012 | convnext_femto_ols.d1_in1k | 288 | 12.240 | 87.760 | 43.507 | 56.493 | 5.23 | 0.950 | bicubic | -81.660 | -54.953 | +49 |
1013 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 12.227 | 87.773 | 42.987 | 57.013 | 9.72 | 0.950 | bicubic | -82.063 | -55.813 | -28 |
1014 | resnetaa50.a1h_in1k | 224 | 12.213 | 87.787 | 42.360 | 57.640 | 25.56 | 0.950 | bicubic | -82.417 | -56.520 | -102 |
1015 | regnety_160.pycls_in1k | 224 | 12.187 | 87.813 | 41.133 | 58.867 | 83.59 | 0.875 | bicubic | -82.193 | -57.697 | -49 |
1016 | resnet50.a2_in1k | 288 | 12.053 | 87.947 | 40.093 | 59.907 | 25.56 | 1.000 | bicubic | -82.597 | -58.797 | -112 |
1017 | efficientnet_em.ra2_in1k | 240 | 11.987 | 88.013 | 43.640 | 56.360 | 6.90 | 0.882 | bicubic | -81.853 | -55.170 | +54 |
1018 | resnet101s.gluon_in1k | 224 | 11.987 | 88.013 | 40.800 | 59.200 | 44.67 | 0.875 | bicubic | -82.753 | -58.020 | -137 |
1019 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 11.960 | 88.040 | 45.333 | 54.667 | 6.34 | 1.000 | bicubic | -82.620 | -53.547 | -96 |
1020 | convnext_pico.d1_in1k | 224 | 11.947 | 88.053 | 43.453 | 56.547 | 9.05 | 0.875 | bicubic | -82.113 | -55.037 | +10 |
1021 | hrnet_w64.ms_in1k | 224 | 11.920 | 88.080 | 40.773 | 59.227 | 128.06 | 0.875 | bilinear | -82.100 | -57.557 | +22 |
1022 | resnetrs101.tf_in1k | 192 | 11.920 | 88.080 | 38.707 | 61.293 | 63.62 | 0.940 | bicubic | -82.780 | -60.003 | -135 |
1023 | resnet101.a3_in1k | 224 | 11.787 | 88.213 | 40.280 | 59.720 | 44.55 | 0.950 | bicubic | -82.263 | -58.190 | +9 |
1024 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 11.747 | 88.253 | 39.853 | 60.147 | 6.72 | 1.000 | bicubic | -81.653 | -58.357 | +117 |
1025 | resnet50d.ra2_in1k | 224 | 11.733 | 88.267 | 42.200 | 57.800 | 25.58 | 0.875 | bicubic | -82.567 | -56.520 | -46 |
1026 | xception41.tf_in1k | 299 | 11.707 | 88.293 | 38.707 | 61.293 | 26.97 | 0.903 | bicubic | -81.713 | -59.703 | +112 |
1027 | nf_resnet50.ra2_in1k | 288 | 11.693 | 88.307 | 45.347 | 54.653 | 25.56 | 0.940 | bicubic | -82.927 | -53.463 | -114 |
1028 | cspdarknet53.ra_in1k | 256 | 11.693 | 88.307 | 43.240 | 56.760 | 27.64 | 0.887 | bilinear | -82.977 | -55.560 | -135 |
1029 | ecaresnet50t.a3_in1k | 224 | 11.693 | 88.307 | 40.907 | 59.093 | 25.57 | 0.950 | bicubic | -82.707 | -57.763 | -64 |
1030 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 11.640 | 88.360 | 40.907 | 59.093 | 5.29 | 1.000 | bicubic | -82.230 | -57.693 | +39 |
1031 | gmixer_24_224.ra3_in1k | 224 | 11.627 | 88.373 | 37.267 | 62.733 | 24.72 | 0.875 | bicubic | -81.243 | -60.623 | +175 |
1032 | convnextv2_femto.fcmae_ft_in1k | 288 | 11.600 | 88.400 | 40.600 | 59.400 | 5.23 | 0.950 | bicubic | -82.600 | -58.170 | -29 |
1033 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 11.587 | 88.413 | 39.533 | 60.467 | 22.88 | 0.900 | bicubic | -80.493 | -58.717 | +251 |
1034 | fbnetv3_b.ra2_in1k | 256 | 11.560 | 88.440 | 44.067 | 55.933 | 8.60 | 0.950 | bilinear | -82.440 | -54.563 | +13 |
1035 | botnet26t_256.c1_in1k | 256 | 11.507 | 88.493 | 39.760 | 60.240 | 12.49 | 0.950 | bicubic | -82.013 | -58.670 | +86 |
1036 | dla102x2.in1k | 224 | 11.453 | 88.547 | 41.133 | 58.867 | 41.28 | 0.875 | bilinear | -82.557 | -57.327 | +9 |
1037 | resnet50.ra_in1k | 288 | 11.440 | 88.560 | 41.147 | 58.853 | 25.56 | 0.950 | bicubic | -82.780 | -57.423 | -42 |
1038 | seresnet50.a1_in1k | 224 | 11.400 | 88.600 | 39.107 | 60.893 | 28.09 | 0.950 | bicubic | -82.630 | -59.313 | +4 |
1039 | 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 |
1040 | regnety_080.pycls_in1k | 224 | 11.373 | 88.627 | 40.733 | 59.267 | 39.18 | 0.875 | bicubic | -82.807 | -57.947 | -35 |
1041 | efficientvit_b1.r224_in1k | 224 | 11.373 | 88.627 | 39.973 | 60.027 | 9.10 | 0.950 | bicubic | -82.147 | -58.357 | +80 |
1042 | levit_128.fb_dist_in1k | 224 | 11.360 | 88.640 | 39.747 | 60.253 | 9.21 | 0.900 | bicubic | -82.030 | -58.863 | +104 |
1043 | mobilenet_edgetpu_v2_m | 224 | 11.347 | 88.653 | 42.013 | 57.987 | 8.46 | 0.900 | bicubic | -82.953 | -56.577 | -62 |
1044 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 224 | 11.320 | 88.680 | 42.120 | 57.880 | 8.46 | 0.900 | bicubic | -83.000 | -56.460 | -69 |
1045 | resnet152.tv2_in1k | 176 | 11.320 | 88.680 | 38.067 | 61.933 | 60.19 | 0.875 | bilinear | -82.770 | -60.473 | -19 |
1046 | fbnetv3_d.ra2_in1k | 224 | 11.307 | 88.693 | 41.053 | 58.947 | 10.31 | 0.950 | bilinear | -82.133 | -57.577 | +87 |
1047 | levit_conv_128.fb_dist_in1k | 224 | 11.293 | 88.707 | 39.720 | 60.280 | 9.21 | 0.900 | bicubic | -82.077 | -58.660 | +100 |
1048 | efficientnet_b2_pruned.in1k | 260 | 11.280 | 88.720 | 41.840 | 58.160 | 8.31 | 0.890 | bicubic | -82.860 | -56.670 | -29 |
1049 | lambda_resnet26t.c1_in1k | 256 | 11.280 | 88.720 | 39.973 | 60.027 | 10.96 | 0.940 | bicubic | -82.590 | -58.637 | +20 |
1050 | tf_efficientnet_el.in1k | 300 | 11.253 | 88.747 | 41.440 | 58.560 | 10.59 | 0.904 | bicubic | -83.147 | -57.160 | -88 |
1051 | seresnext26t_32x4d.bt_in1k | 288 | 11.187 | 88.813 | 40.747 | 59.253 | 16.81 | 0.950 | bicubic | -82.383 | -57.653 | +65 |
1052 | tf_efficientnetv2_b3.in1k | 240 | 11.187 | 88.813 | 39.160 | 60.840 | 14.36 | 0.904 | bicubic | -83.393 | -59.680 | -127 |
1053 | dpn92.mx_in1k | 224 | 11.120 | 88.880 | 39.440 | 60.560 | 37.67 | 0.875 | bicubic | -83.160 | -59.310 | -66 |
1054 | convnext_femto.d1_in1k | 288 | 11.107 | 88.893 | 42.560 | 57.440 | 5.22 | 0.950 | bicubic | -82.813 | -55.710 | +3 |
1055 | tf_efficientnet_b0.ns_jft_in1k | 224 | 11.093 | 88.907 | 39.907 | 60.093 | 5.29 | 0.875 | bicubic | -82.597 | -58.723 | +41 |
1056 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 11.067 | 88.933 | 40.480 | 59.520 | 9.72 | 0.950 | bicubic | -83.143 | -58.220 | -57 |
1057 | resnet152c.gluon_in1k | 224 | 11.053 | 88.947 | 36.787 | 63.213 | 60.21 | 0.875 | bicubic | -83.107 | -61.843 | -45 |
1058 | ecaresnet50d_pruned.miil_in1k | 224 | 11.027 | 88.973 | 42.053 | 57.947 | 19.94 | 0.875 | bicubic | -83.233 | -56.647 | -69 |
1059 | mobilevitv2_100.cvnets_in1k | 256 | 11.027 | 88.973 | 40.133 | 59.867 | 4.90 | 0.888 | bicubic | -82.263 | -58.117 | +101 |
1060 | 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 | +181 |
1061 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 10.933 | 89.067 | 39.427 | 60.573 | 6.36 | 1.000 | bicubic | -81.117 | -58.863 | +224 |
1062 | inception_v3.tf_adv_in1k | 299 | 10.933 | 89.067 | 36.760 | 63.240 | 23.83 | 0.875 | bicubic | -81.967 | -61.450 | +143 |
1063 | resnet50d.ra4_e3600_r224_in1k | 224 | 10.893 | 89.107 | 40.387 | 59.613 | 25.58 | 0.950 | bicubic | -83.737 | -58.193 | -152 |
1064 | hrnet_w48.ms_in1k | 224 | 10.893 | 89.107 | 39.973 | 60.027 | 77.47 | 0.875 | bilinear | -83.047 | -58.627 | -9 |
1065 | tf_efficientnetv2_b2.in1k | 260 | 10.840 | 89.160 | 39.413 | 60.587 | 10.10 | 0.890 | bicubic | -83.590 | -59.287 | -105 |
1066 | halonet26t.a1h_in1k | 256 | 10.840 | 89.160 | 38.627 | 61.373 | 12.48 | 0.950 | bicubic | -83.210 | -59.903 | -31 |
1067 | regnety_008_tv.tv2_in1k | 224 | 10.827 | 89.173 | 40.613 | 59.387 | 6.43 | 0.965 | bicubic | -82.863 | -57.877 | +29 |
1068 | inception_v3.tf_in1k | 299 | 10.827 | 89.173 | 36.507 | 63.493 | 23.83 | 0.875 | bicubic | -82.523 | -62.043 | +83 |
1069 | nf_regnet_b1.ra2_in1k | 256 | 10.813 | 89.187 | 40.413 | 59.587 | 10.22 | 0.900 | bicubic | -82.607 | -57.807 | +68 |
1070 | mobileone_s4.apple_in1k | 224 | 10.787 | 89.213 | 38.453 | 61.547 | 14.95 | 0.900 | bilinear | -82.983 | -59.797 | +18 |
1071 | dpn107.mx_in1k | 224 | 10.747 | 89.253 | 38.040 | 61.960 | 86.92 | 0.875 | bicubic | -83.623 | -60.600 | -101 |
1072 | resnet50.c2_in1k | 224 | 10.733 | 89.267 | 39.000 | 61.000 | 25.56 | 0.950 | bicubic | -83.547 | -59.660 | -83 |
1073 | resnetv2_50.a1h_in1k | 224 | 10.720 | 89.280 | 39.267 | 60.733 | 25.55 | 0.950 | bicubic | -83.730 | -59.443 | -116 |
1074 | resnet34d.ra2_in1k | 288 | 10.707 | 89.293 | 38.987 | 61.013 | 21.82 | 0.950 | bicubic | -82.943 | -59.523 | +26 |
1075 | convnext_pico_ols.d1_in1k | 224 | 10.693 | 89.307 | 40.560 | 59.440 | 9.06 | 0.950 | bicubic | -83.347 | -57.810 | -38 |
1076 | resnext50_32x4d.ra_in1k | 224 | 10.667 | 89.333 | 40.227 | 59.773 | 25.03 | 0.875 | bicubic | -83.443 | -58.103 | -54 |
1077 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 10.640 | 89.360 | 37.987 | 62.013 | 3.05 | 1.000 | bicubic | -81.480 | -60.183 | +202 |
1078 | seresnext26d_32x4d.bt_in1k | 288 | 10.627 | 89.373 | 40.960 | 59.040 | 16.81 | 0.950 | bicubic | -82.813 | -57.480 | +57 |
1079 | resnext50d_32x4d.bt_in1k | 224 | 10.533 | 89.467 | 39.373 | 60.627 | 25.05 | 0.875 | bicubic | -83.687 | -59.217 | -83 |
1080 | tf_efficientnet_b2.ap_in1k | 260 | 10.427 | 89.573 | 39.720 | 60.280 | 9.11 | 0.890 | bicubic | -84.073 | -58.920 | -131 |
1081 | repvit_m0_9.dist_450e_in1k | 224 | 10.347 | 89.653 | 40.027 | 59.973 | 5.49 | 0.950 | bicubic | -83.263 | -58.483 | +27 |
1082 | dpn131.mx_in1k | 224 | 10.347 | 89.653 | 36.653 | 63.347 | 79.25 | 0.875 | bicubic | -83.683 | -61.867 | -42 |
1083 | hrnet_w44.ms_in1k | 224 | 10.320 | 89.680 | 39.320 | 60.680 | 67.06 | 0.875 | bilinear | -83.270 | -59.380 | +28 |
1084 | densenetblur121d.ra_in1k | 288 | 10.307 | 89.693 | 39.520 | 60.480 | 8.00 | 0.950 | bicubic | -82.323 | -58.740 | +152 |
1085 | rexnet_130.nav_in1k | 224 | 10.293 | 89.707 | 41.467 | 58.533 | 7.56 | 0.875 | bicubic | -83.627 | -56.933 | -27 |
1086 | convnextv2_femto.fcmae_ft_in1k | 224 | 10.293 | 89.707 | 38.533 | 61.467 | 5.23 | 0.875 | bicubic | -83.097 | -59.957 | +59 |
1087 | xcit_nano_12_p8_224.fb_in1k | 224 | 10.213 | 89.787 | 37.173 | 62.827 | 3.05 | 1.000 | bicubic | -80.747 | -60.587 | +254 |
1088 | resnext101_32x8d.tv_in1k | 224 | 10.133 | 89.867 | 37.733 | 62.267 | 88.79 | 0.875 | bilinear | -83.677 | -60.667 | -9 |
1089 | seresnet50.a2_in1k | 224 | 10.107 | 89.893 | 38.413 | 61.587 | 28.09 | 0.950 | bicubic | -83.853 | -60.217 | -35 |
1090 | resnet101.tv2_in1k | 176 | 10.093 | 89.907 | 37.253 | 62.747 | 44.55 | 0.875 | bilinear | -83.697 | -61.197 | -6 |
1091 | resnetrs50.tf_in1k | 224 | 10.080 | 89.920 | 37.267 | 62.733 | 35.69 | 0.910 | bicubic | -84.210 | -61.373 | -105 |
1092 | regnetx_160.pycls_in1k | 224 | 10.040 | 89.960 | 37.773 | 62.227 | 54.28 | 0.875 | bicubic | -84.120 | -60.967 | -82 |
1093 | regnety_064.pycls_in1k | 224 | 10.027 | 89.973 | 38.960 | 61.040 | 30.58 | 0.875 | bicubic | -84.133 | -59.630 | -82 |
1094 | lambda_resnet26rpt_256.c1_in1k | 256 | 10.027 | 89.973 | 37.560 | 62.440 | 10.99 | 0.940 | bicubic | -83.703 | -60.930 | -1 |
1095 | dpn98.mx_in1k | 224 | 9.987 | 90.013 | 35.973 | 64.027 | 61.57 | 0.875 | bicubic | -84.173 | -62.747 | -81 |
1096 | resnet50.a1_in1k | 224 | 9.973 | 90.027 | 38.000 | 62.000 | 25.56 | 0.950 | bicubic | -84.437 | -60.430 | -135 |
1097 | resnet33ts.ra2_in1k | 288 | 9.960 | 90.040 | 39.293 | 60.707 | 19.68 | 1.000 | bicubic | -84.200 | -59.167 | -84 |
1098 | efficientnet_b1.ft_in1k | 256 | 9.947 | 90.053 | 37.307 | 62.693 | 7.79 | 1.000 | bicubic | -83.333 | -60.933 | +63 |
1099 | legacy_xception.tf_in1k | 299 | 9.933 | 90.067 | 37.880 | 62.120 | 22.86 | 0.897 | bicubic | -83.537 | -60.650 | +31 |
1100 | resnext50_32x4d.a3_in1k | 224 | 9.907 | 90.093 | 37.613 | 62.387 | 25.03 | 0.950 | bicubic | -83.743 | -60.957 | +1 |
1101 | legacy_seresnext50_32x4d.in1k | 224 | 9.893 | 90.107 | 38.960 | 61.040 | 27.56 | 0.875 | bilinear | -83.837 | -59.630 | -9 |
1102 | inception_v3.tv_in1k | 299 | 9.893 | 90.107 | 35.040 | 64.960 | 23.83 | 0.875 | bicubic | -82.887 | -62.910 | +113 |
1103 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 9.880 | 90.120 | 38.120 | 61.880 | 5.29 | 0.900 | bicubic | -83.360 | -60.250 | +61 |
1104 | resnext50_32x4d.a2_in1k | 224 | 9.840 | 90.160 | 37.067 | 62.933 | 25.03 | 0.950 | bicubic | -84.210 | -61.583 | -68 |
1105 | resnet152.gluon_in1k | 224 | 9.747 | 90.253 | 35.920 | 64.080 | 60.19 | 0.875 | bicubic | -84.413 | -62.690 | -89 |
1106 | tf_efficientnet_b2.aa_in1k | 260 | 9.680 | 90.320 | 38.880 | 61.120 | 9.11 | 0.890 | bicubic | -84.720 | -59.830 | -142 |
1107 | resnet50.c1_in1k | 224 | 9.640 | 90.360 | 37.547 | 62.453 | 25.56 | 0.950 | bicubic | -84.390 | -61.163 | -67 |
1108 | tf_efficientnet_cc_b1_8e.in1k | 240 | 9.613 | 90.387 | 36.960 | 63.040 | 39.72 | 0.882 | bicubic | -84.307 | -61.570 | -49 |
1109 | tf_efficientnet_lite3.in1k | 300 | 9.587 | 90.413 | 39.147 | 60.853 | 8.20 | 0.904 | bilinear | -84.613 | -59.533 | -105 |
1110 | resnet50d.a2_in1k | 224 | 9.560 | 90.440 | 37.680 | 62.320 | 25.58 | 0.950 | bicubic | -84.540 | -60.800 | -85 |
1111 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 9.547 | 90.453 | 39.613 | 60.387 | 6.34 | 0.965 | bicubic | -84.333 | -59.037 | -46 |
1112 | fbnetv3_b.ra2_in1k | 224 | 9.493 | 90.507 | 38.840 | 61.160 | 8.60 | 0.950 | bilinear | -83.807 | -59.590 | +46 |
1113 | res2net101_26w_4s.in1k | 224 | 9.427 | 90.573 | 34.427 | 65.573 | 45.21 | 0.875 | bilinear | -84.323 | -63.933 | -23 |
1114 | resnet50.ram_in1k | 288 | 9.413 | 90.587 | 35.373 | 64.627 | 25.56 | 0.950 | bicubic | -85.107 | -63.387 | -170 |
1115 | cspresnet50.ra_in1k | 256 | 9.360 | 90.640 | 39.667 | 60.333 | 21.62 | 0.887 | bilinear | -84.440 | -58.953 | -33 |
1116 | nf_resnet50.ra2_in1k | 256 | 9.320 | 90.680 | 40.347 | 59.653 | 25.56 | 0.940 | bicubic | -84.830 | -58.343 | -99 |
1117 | resnet50.tv2_in1k | 176 | 9.320 | 90.680 | 38.787 | 61.213 | 25.56 | 0.875 | bilinear | -84.470 | -59.603 | -34 |
1118 | resnet50.d_in1k | 224 | 9.280 | 90.720 | 35.533 | 64.467 | 25.56 | 0.950 | bicubic | -84.780 | -62.897 | -87 |
1119 | legacy_seresnet152.in1k | 224 | 9.253 | 90.747 | 37.040 | 62.960 | 66.82 | 0.875 | bilinear | -84.187 | -61.320 | +15 |
1120 | resnet34.a1_in1k | 288 | 9.253 | 90.747 | 34.533 | 65.467 | 21.80 | 1.000 | bicubic | -83.847 | -63.957 | +61 |
1121 | hrnet_w40.ms_in1k | 224 | 9.187 | 90.813 | 36.600 | 63.400 | 57.56 | 0.875 | bilinear | -84.323 | -61.760 | +2 |
1122 | repvit_m0_9.dist_300e_in1k | 224 | 9.173 | 90.827 | 38.347 | 61.653 | 5.49 | 0.950 | bicubic | -84.257 | -60.383 | +14 |
1123 | regnetx_120.pycls_in1k | 224 | 9.093 | 90.907 | 36.907 | 63.093 | 46.11 | 0.875 | bicubic | -85.147 | -61.743 | -129 |
1124 | dpn68b.ra_in1k | 224 | 9.080 | 90.920 | 33.707 | 66.293 | 12.61 | 0.950 | bicubic | -84.320 | -64.793 | +18 |
1125 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 9.053 | 90.947 | 34.160 | 65.840 | 5.72 | 0.900 | bicubic | -82.717 | -63.780 | +182 |
1126 | resnet32ts.ra2_in1k | 288 | 9.040 | 90.960 | 38.107 | 61.893 | 17.96 | 1.000 | bicubic | -84.790 | -60.553 | -53 |
1127 | resnext50_32x4d.gluon_in1k | 224 | 9.040 | 90.960 | 36.213 | 63.787 | 25.03 | 0.875 | bicubic | -84.790 | -62.197 | -51 |
1128 | regnety_040.pycls_in1k | 224 | 9.013 | 90.987 | 37.147 | 62.853 | 20.65 | 0.875 | bicubic | -84.867 | -61.563 | -62 |
1129 | vit_base_patch16_224.sam_in1k | 224 | 9.013 | 90.987 | 36.053 | 63.947 | 86.57 | 0.900 | bicubic | -85.137 | -62.577 | -111 |
1130 | resnest26d.gluon_in1k | 224 | 9.000 | 91.000 | 37.533 | 62.467 | 17.07 | 0.875 | bilinear | -84.390 | -60.847 | +14 |
1131 | resnet33ts.ra2_in1k | 256 | 8.973 | 91.027 | 38.227 | 61.773 | 19.68 | 0.900 | bicubic | -84.637 | -60.293 | -23 |
1132 | crossvit_tiny_240.in1k | 240 | 8.960 | 91.040 | 34.333 | 65.667 | 7.01 | 0.875 | bicubic | -81.270 | -63.257 | +234 |
1133 | bat_resnext26ts.ch_in1k | 256 | 8.920 | 91.080 | 36.000 | 64.000 | 10.73 | 0.900 | bicubic | -84.400 | -62.350 | +23 |
1134 | mixnet_l.ft_in1k | 224 | 8.867 | 91.133 | 36.253 | 63.747 | 7.33 | 0.875 | bicubic | -84.553 | -62.007 | +6 |
1135 | seresnext26d_32x4d.bt_in1k | 224 | 8.840 | 91.160 | 36.467 | 63.533 | 16.81 | 0.875 | bicubic | -83.890 | -61.793 | +90 |
1136 | gcresnext26ts.ch_in1k | 288 | 8.813 | 91.187 | 36.733 | 63.267 | 10.48 | 1.000 | bicubic | -84.377 | -61.557 | +33 |
1137 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 8.800 | 91.200 | 39.160 | 60.840 | 6.00 | 1.000 | bicubic | -84.790 | -59.350 | -27 |
1138 | efficientvit_m5.r224_in1k | 224 | 8.800 | 91.200 | 34.440 | 65.560 | 12.47 | 0.875 | bicubic | -83.640 | -63.550 | +116 |
1139 | seresnext26t_32x4d.bt_in1k | 224 | 8.787 | 91.213 | 36.560 | 63.440 | 16.81 | 0.875 | bicubic | -84.053 | -61.790 | +68 |
1140 | rexnet_100.nav_in1k | 224 | 8.787 | 91.213 | 36.227 | 63.773 | 4.80 | 0.875 | bicubic | -84.243 | -62.083 | +49 |
1141 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 8.773 | 91.227 | 38.293 | 61.707 | 6.34 | 0.965 | bicubic | -84.867 | -60.097 | -39 |
1142 | resnet50d.a3_in1k | 224 | 8.773 | 91.227 | 36.600 | 63.400 | 25.58 | 0.950 | bicubic | -84.747 | -61.720 | -24 |
1143 | hrnet_w18.ms_aug_in1k | 224 | 8.707 | 91.293 | 38.987 | 61.013 | 21.30 | 0.950 | bilinear | -84.803 | -59.513 | -21 |
1144 | convit_tiny.fb_in1k | 224 | 8.693 | 91.307 | 34.080 | 65.920 | 5.71 | 0.875 | bicubic | -81.927 | -63.660 | +213 |
1145 | 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 | +125 |
1146 | hrnet_w30.ms_in1k | 224 | 8.667 | 91.333 | 37.027 | 62.973 | 37.71 | 0.875 | bilinear | -84.533 | -61.383 | +22 |
1147 | resnet50.bt_in1k | 288 | 8.640 | 91.360 | 38.413 | 61.587 | 25.56 | 0.950 | bicubic | -85.670 | -60.227 | -170 |
1148 | levit_128s.fb_dist_in1k | 224 | 8.627 | 91.373 | 32.827 | 67.173 | 7.78 | 0.900 | bicubic | -83.313 | -65.303 | +147 |
1149 | levit_conv_128s.fb_dist_in1k | 224 | 8.627 | 91.373 | 32.827 | 67.173 | 7.78 | 0.900 | bicubic | -83.313 | -65.243 | +149 |
1150 | resnet50.a1h_in1k | 176 | 8.613 | 91.387 | 35.533 | 64.467 | 25.56 | 0.900 | bicubic | -84.957 | -62.977 | -35 |
1151 | ghostnetv2_160.in1k | 224 | 8.587 | 91.413 | 36.533 | 63.467 | 12.39 | 0.875 | bicubic | -84.423 | -61.697 | +41 |
1152 | gcresnext26ts.ch_in1k | 256 | 8.587 | 91.413 | 35.533 | 64.467 | 10.48 | 0.900 | bicubic | -84.173 | -62.697 | +67 |
1153 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 8.573 | 91.427 | 39.133 | 60.867 | 6.00 | 1.000 | bicubic | -85.247 | -59.227 | -77 |
1154 | repvit_m1.dist_in1k | 224 | 8.547 | 91.453 | 36.800 | 63.200 | 5.49 | 0.950 | bicubic | -84.773 | -61.620 | -1 |
1155 | eca_resnext26ts.ch_in1k | 288 | 8.547 | 91.453 | 36.427 | 63.573 | 10.30 | 1.000 | bicubic | -84.553 | -61.873 | +25 |
1156 | efficientnet_b1.ft_in1k | 224 | 8.547 | 91.453 | 34.147 | 65.853 | 7.79 | 0.875 | bicubic | -83.883 | -64.133 | +102 |
1157 | resnet32ts.ra2_in1k | 256 | 8.480 | 91.520 | 36.933 | 63.067 | 17.96 | 0.900 | bicubic | -85.030 | -61.667 | -32 |
1158 | dla169.in1k | 224 | 8.453 | 91.547 | 35.960 | 64.040 | 53.39 | 0.875 | bilinear | -84.877 | -62.550 | -7 |
1159 | 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 | +144 |
1160 | tf_efficientnet_b2.in1k | 260 | 8.413 | 91.587 | 36.320 | 63.680 | 9.11 | 0.890 | bicubic | -85.717 | -62.130 | -139 |
1161 | convnext_atto_ols.a2_in1k | 288 | 8.400 | 91.600 | 34.787 | 65.213 | 3.70 | 0.950 | bicubic | -84.690 | -63.503 | +21 |
1162 | tf_efficientnet_b1.ap_in1k | 240 | 8.387 | 91.613 | 35.147 | 64.853 | 7.79 | 0.882 | bicubic | -85.333 | -63.213 | -67 |
1163 | resnetblur50.bt_in1k | 224 | 8.360 | 91.640 | 37.440 | 62.560 | 25.56 | 0.875 | bicubic | -85.620 | -60.910 | -112 |
1164 | repvgg_b2.rvgg_in1k | 224 | 8.280 | 91.720 | 36.027 | 63.973 | 89.02 | 0.875 | bilinear | -85.220 | -62.473 | -37 |
1165 | legacy_seresnet101.in1k | 224 | 8.240 | 91.760 | 35.707 | 64.293 | 49.33 | 0.875 | bilinear | -85.070 | -62.773 | -8 |
1166 | crossvit_9_240.in1k | 240 | 8.240 | 91.760 | 34.120 | 65.880 | 8.55 | 0.875 | bicubic | -82.420 | -63.580 | +186 |
1167 | ese_vovnet19b_dw.ra_in1k | 288 | 8.213 | 91.787 | 37.160 | 62.840 | 6.54 | 0.950 | bicubic | -84.957 | -61.110 | +4 |
1168 | resnet50.b1k_in1k | 224 | 8.213 | 91.787 | 35.133 | 64.867 | 25.56 | 0.950 | bicubic | -85.817 | -63.487 | -126 |
1169 | dla102x.in1k | 224 | 8.173 | 91.827 | 36.760 | 63.240 | 26.31 | 0.875 | bilinear | -85.327 | -61.980 | -41 |
1170 | eca_resnext26ts.ch_in1k | 256 | 8.120 | 91.880 | 35.733 | 64.267 | 10.30 | 0.900 | bicubic | -84.510 | -62.507 | +65 |
1171 | resmlp_12_224.fb_distilled_in1k | 224 | 8.107 | 91.893 | 36.627 | 63.373 | 15.35 | 0.875 | bicubic | -84.713 | -61.503 | +41 |
1172 | cs3darknet_m.c2ns_in1k | 288 | 7.947 | 92.053 | 36.240 | 63.760 | 9.31 | 0.950 | bicubic | -85.403 | -61.820 | -24 |
1173 | hrnet_w32.ms_in1k | 224 | 7.933 | 92.067 | 37.253 | 62.747 | 41.23 | 0.875 | bilinear | -85.587 | -61.207 | -54 |
1174 | seresnext26ts.ch_in1k | 288 | 7.920 | 92.080 | 35.973 | 64.027 | 10.39 | 1.000 | bicubic | -85.060 | -62.227 | +20 |
1175 | resnet50.b2k_in1k | 224 | 7.907 | 92.093 | 35.320 | 64.680 | 25.56 | 0.950 | bicubic | -86.183 | -63.130 | -148 |
1176 | poolformerv2_s12.sail_in1k | 224 | 7.893 | 92.107 | 34.467 | 65.533 | 11.89 | 1.000 | bicubic | -85.067 | -63.893 | +22 |
1177 | resnet101c.gluon_in1k | 224 | 7.880 | 92.120 | 32.920 | 67.080 | 44.57 | 0.875 | bicubic | -85.800 | -65.520 | -79 |
1178 | repghostnet_200.in1k | 224 | 7.853 | 92.147 | 36.747 | 63.253 | 9.80 | 0.875 | bicubic | -85.657 | -61.813 | -54 |
1179 | resnet26t.ra2_in1k | 320 | 7.853 | 92.147 | 36.320 | 63.680 | 16.01 | 1.000 | bicubic | -85.327 | -62.180 | -9 |
1180 | vit_base_patch32_224.augreg_in1k | 224 | 7.840 | 92.160 | 30.293 | 69.707 | 88.22 | 0.900 | bicubic | -83.360 | -67.087 | +148 |
1181 | resnet50d.gluon_in1k | 224 | 7.813 | 92.187 | 34.760 | 65.240 | 25.58 | 0.875 | bicubic | -85.977 | -63.740 | -97 |
1182 | res2net50_26w_8s.in1k | 224 | 7.813 | 92.187 | 33.053 | 66.947 | 48.40 | 0.875 | bilinear | -85.587 | -65.127 | -38 |
1183 | efficientformerv2_s0.snap_dist_in1k | 224 | 7.800 | 92.200 | 32.947 | 67.053 | 3.60 | 0.950 | bicubic | -84.170 | -64.943 | +108 |
1184 | dla60_res2next.in1k | 224 | 7.787 | 92.213 | 34.667 | 65.333 | 17.03 | 0.875 | bilinear | -85.393 | -63.743 | -13 |
1185 | mobilevitv2_075.cvnets_in1k | 256 | 7.773 | 92.227 | 33.400 | 66.600 | 2.87 | 0.888 | bicubic | -83.977 | -64.460 | +124 |
1186 | convnext_femto_ols.d1_in1k | 224 | 7.747 | 92.253 | 36.453 | 63.547 | 5.23 | 0.875 | bicubic | -85.323 | -61.827 | -2 |
1187 | fastvit_t8.apple_dist_in1k | 256 | 7.747 | 92.253 | 34.427 | 65.573 | 4.03 | 0.900 | bicubic | -84.793 | -63.603 | +60 |
1188 | tf_efficientnetv2_b1.in1k | 240 | 7.733 | 92.267 | 34.333 | 65.667 | 8.14 | 0.882 | bicubic | -86.227 | -64.057 | -135 |
1189 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 7.720 | 92.280 | 33.507 | 66.493 | 5.91 | 0.900 | bicubic | -83.040 | -64.063 | +161 |
1190 | regnety_032.pycls_in1k | 224 | 7.693 | 92.307 | 34.040 | 65.960 | 19.44 | 0.875 | bicubic | -85.747 | -64.310 | -58 |
1191 | mobilevit_xs.cvnets_in1k | 256 | 7.667 | 92.333 | 32.440 | 67.560 | 2.32 | 0.900 | bicubic | -83.183 | -65.500 | +155 |
1192 | densenetblur121d.ra_in1k | 224 | 7.653 | 92.347 | 34.347 | 65.653 | 8.00 | 0.875 | bicubic | -84.277 | -63.633 | +106 |
1193 | convnextv2_atto.fcmae_ft_in1k | 288 | 7.640 | 92.360 | 32.680 | 67.320 | 3.71 | 0.950 | bicubic | -85.330 | -65.460 | +4 |
1194 | convnext_atto.d2_in1k | 288 | 7.547 | 92.453 | 34.773 | 65.227 | 3.70 | 0.950 | bicubic | -85.223 | -63.277 | +24 |
1195 | tf_efficientnetv2_b2.in1k | 208 | 7.547 | 92.453 | 32.973 | 67.027 | 10.10 | 0.890 | bicubic | -86.273 | -65.787 | -117 |
1196 | resnext50_32x4d.tv2_in1k | 176 | 7.533 | 92.467 | 33.680 | 66.320 | 25.03 | 0.875 | bilinear | -86.087 | -64.620 | -89 |
1197 | dla60_res2net.in1k | 224 | 7.507 | 92.493 | 34.587 | 65.413 | 20.85 | 0.875 | bilinear | -85.643 | -63.823 | -24 |
1198 | resnet50.a2_in1k | 224 | 7.507 | 92.493 | 33.240 | 66.760 | 25.56 | 0.950 | bicubic | -86.343 | -65.100 | -127 |
1199 | resnet152.a3_in1k | 160 | 7.400 | 92.600 | 31.573 | 68.427 | 60.19 | 0.950 | bicubic | -86.230 | -67.027 | -93 |
1200 | regnetx_064.pycls_in1k | 224 | 7.387 | 92.613 | 34.320 | 65.680 | 26.21 | 0.875 | bicubic | -86.513 | -64.310 | -137 |
1201 | hardcorenas_e.miil_green_in1k | 224 | 7.373 | 92.627 | 33.360 | 66.640 | 8.07 | 0.875 | bilinear | -85.197 | -64.770 | +41 |
1202 | resnet50.ra_in1k | 224 | 7.320 | 92.680 | 34.867 | 65.133 | 25.56 | 0.875 | bicubic | -86.030 | -63.753 | -54 |
1203 | wide_resnet101_2.tv_in1k | 224 | 7.320 | 92.680 | 33.733 | 66.267 | 126.89 | 0.875 | bilinear | -86.440 | -64.787 | -115 |
1204 | resnet34.a2_in1k | 288 | 7.320 | 92.680 | 31.800 | 68.200 | 21.80 | 1.000 | bicubic | -85.430 | -66.450 | +21 |
1205 | efficientnet_b1_pruned.in1k | 240 | 7.267 | 92.733 | 34.373 | 65.627 | 6.33 | 0.882 | bicubic | -85.523 | -63.677 | +9 |
1206 | regnetx_008.tv2_in1k | 224 | 7.227 | 92.773 | 34.173 | 65.827 | 7.26 | 0.965 | bicubic | -85.363 | -64.007 | +32 |
1207 | efficientnet_b0.ra_in1k | 224 | 7.227 | 92.773 | 33.933 | 66.067 | 5.29 | 0.875 | bicubic | -85.443 | -64.547 | +26 |
1208 | resnet101.gluon_in1k | 224 | 7.213 | 92.787 | 32.720 | 67.280 | 44.55 | 0.875 | bicubic | -86.517 | -65.680 | -114 |
1209 | deit_tiny_patch16_224.fb_in1k | 224 | 7.213 | 92.787 | 30.627 | 69.373 | 5.72 | 0.900 | bicubic | -82.477 | -66.873 | +170 |
1210 | densenet121.ra_in1k | 288 | 7.200 | 92.800 | 35.307 | 64.693 | 7.98 | 0.950 | bicubic | -85.350 | -62.883 | +34 |
1211 | tf_efficientnet_cc_b0_8e.in1k | 224 | 7.187 | 92.813 | 31.973 | 68.027 | 24.01 | 0.875 | bicubic | -85.643 | -66.277 | -2 |
1212 | tf_efficientnet_b1.aa_in1k | 240 | 7.160 | 92.840 | 33.027 | 66.973 | 7.79 | 0.882 | bicubic | -86.350 | -65.503 | -86 |
1213 | resnet50s.gluon_in1k | 224 | 7.120 | 92.880 | 33.133 | 66.867 | 25.68 | 0.875 | bicubic | -86.550 | -65.327 | -114 |
1214 | edgenext_x_small.in1k | 288 | 7.107 | 92.893 | 30.587 | 69.413 | 2.34 | 1.000 | bicubic | -84.633 | -67.003 | +96 |
1215 | tf_mixnet_l.in1k | 224 | 7.080 | 92.920 | 31.573 | 68.427 | 7.33 | 0.875 | bicubic | -86.210 | -66.457 | -55 |
1216 | resmlp_12_224.fb_in1k | 224 | 7.067 | 92.933 | 33.867 | 66.133 | 15.35 | 0.875 | bicubic | -85.143 | -64.283 | +56 |
1217 | convmixer_1024_20_ks9_p14.in1k | 224 | 7.013 | 92.987 | 32.720 | 67.280 | 24.38 | 0.960 | bicubic | -85.417 | -65.100 | +38 |
1218 | seresnext26ts.ch_in1k | 256 | 6.987 | 93.013 | 34.693 | 65.307 | 10.39 | 0.900 | bicubic | -85.733 | -63.487 | +8 |
1219 | hardcorenas_f.miil_green_in1k | 224 | 6.973 | 93.027 | 33.947 | 66.053 | 8.20 | 0.875 | bilinear | -85.997 | -64.113 | -23 |
1220 | cs3darknet_focus_m.c2ns_in1k | 288 | 6.960 | 93.040 | 34.387 | 65.613 | 9.30 | 0.950 | bicubic | -86.030 | -63.973 | -27 |
1221 | pit_ti_distilled_224.in1k | 224 | 6.933 | 93.067 | 30.800 | 69.200 | 5.10 | 0.900 | bicubic | -83.837 | -66.850 | +128 |
1222 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 6.827 | 93.173 | 33.587 | 66.413 | 6.00 | 0.965 | bicubic | -85.643 | -64.833 | +29 |
1223 | fastvit_t8.apple_in1k | 256 | 6.800 | 93.200 | 33.453 | 66.547 | 4.03 | 0.900 | bicubic | -85.360 | -64.567 | +53 |
1224 | convnext_femto.d1_in1k | 224 | 6.787 | 93.213 | 35.093 | 64.907 | 5.22 | 0.875 | bicubic | -86.143 | -63.157 | -23 |
1225 | convnextv2_atto.fcmae_ft_in1k | 224 | 6.773 | 93.227 | 30.827 | 69.173 | 3.71 | 0.875 | bicubic | -85.357 | -66.923 | +53 |
1226 | mixnet_m.ft_in1k | 224 | 6.707 | 93.293 | 32.040 | 67.960 | 5.01 | 0.875 | bicubic | -85.713 | -65.830 | +31 |
1227 | selecsls60b.in1k | 224 | 6.653 | 93.347 | 33.053 | 66.947 | 32.77 | 0.875 | bicubic | -86.677 | -65.327 | -76 |
1228 | tinynet_a.in1k | 192 | 6.653 | 93.347 | 32.707 | 67.293 | 6.19 | 0.875 | bicubic | -85.827 | -65.333 | +22 |
1229 | dpn68b.mx_in1k | 224 | 6.653 | 93.347 | 32.600 | 67.400 | 12.61 | 0.875 | bicubic | -86.167 | -65.840 | -18 |
1230 | ghostnetv2_130.in1k | 224 | 6.653 | 93.347 | 32.600 | 67.400 | 8.96 | 0.875 | bicubic | -85.667 | -65.470 | +36 |
1231 | efficientnet_es.ra_in1k | 224 | 6.627 | 93.373 | 34.333 | 65.667 | 5.44 | 0.875 | bicubic | -86.573 | -64.077 | -64 |
1232 | ese_vovnet19b_dw.ra_in1k | 224 | 6.613 | 93.387 | 33.173 | 66.827 | 6.54 | 0.875 | bicubic | -85.667 | -64.817 | +35 |
1233 | mobileone_s3.apple_in1k | 224 | 6.600 | 93.400 | 32.000 | 68.000 | 10.17 | 0.900 | bilinear | -86.310 | -66.180 | -30 |
1234 | poolformer_s12.sail_in1k | 224 | 6.560 | 93.440 | 34.227 | 65.773 | 11.92 | 0.900 | bicubic | -86.090 | -63.953 | -1 |
1235 | res2net50_26w_6s.in1k | 224 | 6.547 | 93.453 | 31.493 | 68.507 | 37.05 | 0.875 | bilinear | -86.873 | -67.107 | -96 |
1236 | hardcorenas_d.miil_green_in1k | 224 | 6.533 | 93.467 | 32.133 | 67.867 | 7.50 | 0.875 | bilinear | -85.927 | -65.897 | +16 |
1237 | legacy_seresnext26_32x4d.in1k | 224 | 6.520 | 93.480 | 33.027 | 66.973 | 16.79 | 0.875 | bicubic | -86.120 | -65.083 | -3 |
1238 | dla60x.in1k | 224 | 6.453 | 93.547 | 33.973 | 66.027 | 17.35 | 0.875 | bilinear | -86.647 | -64.457 | -59 |
1239 | tf_efficientnet_b1.in1k | 240 | 6.440 | 93.560 | 32.133 | 67.867 | 7.79 | 0.882 | bicubic | -86.650 | -66.337 | -56 |
1240 | cs3darknet_m.c2ns_in1k | 256 | 6.427 | 93.573 | 33.467 | 66.533 | 9.31 | 0.887 | bicubic | -86.243 | -64.613 | -10 |
1241 | repghostnet_150.in1k | 224 | 6.427 | 93.573 | 32.133 | 67.867 | 6.58 | 0.875 | bicubic | -85.943 | -66.177 | +22 |
1242 | skresnet34.ra_in1k | 224 | 6.413 | 93.587 | 31.493 | 68.507 | 22.28 | 0.875 | bicubic | -85.967 | -66.647 | +18 |
1243 | regnetx_080.pycls_in1k | 224 | 6.400 | 93.600 | 32.307 | 67.693 | 39.57 | 0.875 | bicubic | -87.450 | -66.213 | -173 |
1244 | resnet34d.ra2_in1k | 224 | 6.373 | 93.627 | 31.640 | 68.360 | 21.82 | 0.875 | bicubic | -86.357 | -66.530 | -20 |
1245 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 6.360 | 93.640 | 33.253 | 66.747 | 6.00 | 0.965 | bicubic | -86.460 | -64.897 | -35 |
1246 | regnety_004.tv2_in1k | 224 | 6.347 | 93.653 | 30.413 | 69.587 | 4.34 | 0.965 | bicubic | -85.273 | -67.667 | +69 |
1247 | resnet50.a3_in1k | 224 | 6.333 | 93.667 | 31.547 | 68.453 | 25.56 | 0.950 | bicubic | -86.437 | -66.623 | -30 |
1248 | repvgg_b1.rvgg_in1k | 224 | 6.320 | 93.680 | 33.613 | 66.387 | 57.42 | 0.875 | bilinear | -87.010 | -64.657 | -96 |
1249 | ecaresnet50t.a3_in1k | 160 | 6.280 | 93.720 | 30.360 | 69.640 | 25.57 | 0.950 | bicubic | -86.790 | -68.040 | -63 |
1250 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 6.227 | 93.773 | 31.280 | 68.720 | 11.69 | 0.875 | bilinear | -84.433 | -66.460 | +103 |
1251 | resnet101.a3_in1k | 160 | 6.200 | 93.800 | 28.880 | 71.120 | 44.55 | 0.950 | bicubic | -86.840 | -69.270 | -64 |
1252 | edgenext_x_small.in1k | 256 | 6.160 | 93.840 | 29.627 | 70.373 | 2.34 | 0.900 | bicubic | -84.980 | -67.923 | +82 |
1253 | resnet26d.bt_in1k | 288 | 6.147 | 93.853 | 32.853 | 67.147 | 16.01 | 0.950 | bicubic | -86.343 | -65.367 | -5 |
1254 | pit_ti_224.in1k | 224 | 6.093 | 93.907 | 30.040 | 69.960 | 4.85 | 0.900 | bicubic | -83.857 | -67.400 | +118 |
1255 | legacy_seresnet50.in1k | 224 | 6.067 | 93.933 | 32.387 | 67.613 | 28.09 | 0.875 | bilinear | -86.913 | -66.023 | -60 |
1256 | resnet152.tv_in1k | 224 | 6.053 | 93.947 | 31.467 | 68.533 | 60.19 | 0.875 | bilinear | -87.277 | -67.133 | -103 |
1257 | tf_efficientnet_cc_b0_4e.in1k | 224 | 6.013 | 93.987 | 29.520 | 70.480 | 13.31 | 0.875 | bicubic | -86.617 | -68.570 | -20 |
1258 | resnet26t.ra2_in1k | 256 | 5.960 | 94.040 | 31.720 | 68.280 | 16.01 | 0.940 | bicubic | -86.790 | -66.270 | -37 |
1259 | mobilenetv1_125.ra4_e3600_r224_in1k | 256 | 5.960 | 94.040 | 30.400 | 69.600 | 6.27 | 1.000 | bicubic | -86.720 | -67.820 | -28 |
1260 | 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 | +156 |
1261 | tf_efficientnetv2_b0.in1k | 224 | 5.907 | 94.093 | 30.787 | 69.213 | 7.14 | 0.875 | bicubic | -87.223 | -67.573 | -84 |
1262 | wide_resnet50_2.tv_in1k | 224 | 5.880 | 94.120 | 31.867 | 68.133 | 68.88 | 0.875 | bilinear | -87.330 | -66.453 | -96 |
1263 | dla102.in1k | 224 | 5.853 | 94.147 | 32.733 | 67.267 | 33.27 | 0.875 | bilinear | -87.227 | -65.807 | -79 |
1264 | resnet50.ram_in1k | 224 | 5.800 | 94.200 | 29.080 | 70.920 | 25.56 | 0.875 | bicubic | -88.010 | -69.500 | -183 |
1265 | regnetx_040.pycls_in1k | 224 | 5.787 | 94.213 | 31.213 | 68.787 | 22.12 | 0.875 | bicubic | -87.763 | -67.357 | -149 |
1266 | resnetrs50.tf_in1k | 160 | 5.787 | 94.213 | 27.653 | 72.347 | 35.69 | 0.910 | bicubic | -87.143 | -70.607 | -63 |
1267 | convnext_atto_ols.a2_in1k | 224 | 5.760 | 94.240 | 29.453 | 70.547 | 3.70 | 0.875 | bicubic | -86.170 | -68.647 | +32 |
1268 | selecsls60.in1k | 224 | 5.747 | 94.253 | 32.347 | 67.653 | 30.67 | 0.875 | bicubic | -87.283 | -65.843 | -80 |
1269 | resnet50.bt_in1k | 224 | 5.680 | 94.320 | 31.893 | 68.107 | 25.56 | 0.875 | bicubic | -87.580 | -66.377 | -107 |
1270 | regnety_016.pycls_in1k | 224 | 5.600 | 94.400 | 30.493 | 69.507 | 11.20 | 0.875 | bicubic | -87.540 | -67.847 | -95 |
1271 | hardcorenas_c.miil_green_in1k | 224 | 5.600 | 94.400 | 30.133 | 69.867 | 5.52 | 0.875 | bilinear | -86.440 | -67.707 | +16 |
1272 | hrnet_w18_small_v2.gluon_in1k | 224 | 5.587 | 94.413 | 31.853 | 68.147 | 15.60 | 0.875 | bicubic | -87.183 | -66.557 | -56 |
1273 | res2next50.in1k | 224 | 5.533 | 94.467 | 30.640 | 69.360 | 24.67 | 0.875 | bilinear | -87.367 | -67.500 | -69 |
1274 | resnext50_32x4d.a3_in1k | 160 | 5.520 | 94.480 | 27.853 | 72.147 | 25.03 | 0.950 | bicubic | -87.170 | -70.137 | -46 |
1275 | seresnet50.a3_in1k | 224 | 5.507 | 94.493 | 30.213 | 69.787 | 28.09 | 0.950 | bicubic | -86.593 | -67.827 | +6 |
1276 | cs3darknet_focus_m.c2ns_in1k | 256 | 5.467 | 94.533 | 31.867 | 68.133 | 9.30 | 0.887 | bicubic | -86.913 | -66.513 | -17 |
1277 | resnet34.a1_in1k | 224 | 5.467 | 94.533 | 27.600 | 72.400 | 21.80 | 0.950 | bicubic | -86.643 | -70.180 | +3 |
1278 | ghostnetv2_100.in1k | 224 | 5.453 | 94.547 | 28.827 | 71.173 | 6.16 | 0.875 | bicubic | -85.407 | -68.873 | +67 |
1279 | hrnet_w18.ms_in1k | 224 | 5.427 | 94.573 | 30.827 | 69.173 | 21.30 | 0.875 | bilinear | -86.943 | -67.233 | -18 |
1280 | tf_efficientnet_lite2.in1k | 260 | 5.373 | 94.627 | 30.987 | 69.013 | 6.09 | 0.890 | bicubic | -87.307 | -67.253 | -51 |
1281 | resnest14d.gluon_in1k | 224 | 5.333 | 94.667 | 28.560 | 71.440 | 10.61 | 0.875 | bilinear | -86.387 | -69.610 | +32 |
1282 | tf_efficientnet_b0.ap_in1k | 224 | 5.307 | 94.693 | 28.853 | 71.147 | 5.29 | 0.875 | bicubic | -86.953 | -69.167 | -13 |
1283 | resnext26ts.ra2_in1k | 288 | 5.293 | 94.707 | 29.400 | 70.600 | 10.30 | 1.000 | bicubic | -86.867 | -68.490 | -8 |
1284 | efficientvit_m4.r224_in1k | 224 | 5.280 | 94.720 | 27.773 | 72.227 | 8.80 | 0.875 | bicubic | -85.320 | -69.817 | +74 |
1285 | tf_efficientnetv2_b1.in1k | 192 | 5.267 | 94.733 | 28.320 | 71.680 | 8.14 | 0.882 | bicubic | -87.873 | -70.070 | -109 |
1286 | gernet_s.idstcv_in1k | 224 | 5.253 | 94.747 | 30.013 | 69.987 | 8.17 | 0.875 | bilinear | -86.897 | -68.197 | -9 |
1287 | tf_efficientnet_em.in1k | 240 | 5.213 | 94.787 | 30.653 | 69.347 | 6.90 | 0.882 | bicubic | -87.737 | -67.557 | -88 |
1288 | resnet34.bt_in1k | 288 | 5.200 | 94.800 | 29.307 | 70.693 | 21.80 | 0.950 | bicubic | -87.210 | -68.843 | -31 |
1289 | 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 | +94 |
1290 | tf_efficientnet_b0.aa_in1k | 224 | 5.187 | 94.813 | 29.053 | 70.947 | 5.29 | 0.875 | bicubic | -87.093 | -69.047 | -22 |
1291 | efficientvit_m3.r224_in1k | 224 | 5.187 | 94.813 | 27.453 | 72.547 | 6.90 | 0.875 | bicubic | -84.693 | -70.087 | +85 |
1292 | densenet121.ra_in1k | 224 | 5.173 | 94.827 | 29.533 | 70.467 | 7.98 | 0.875 | bicubic | -86.447 | -68.377 | +22 |
1293 | repvgg_b1g4.rvgg_in1k | 224 | 5.147 | 94.853 | 30.467 | 69.533 | 39.97 | 0.875 | bilinear | -87.863 | -67.943 | -102 |
1294 | convnext_atto.d2_in1k | 224 | 5.120 | 94.880 | 28.880 | 71.120 | 3.70 | 0.875 | bicubic | -86.650 | -69.160 | +14 |
1295 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 5.093 | 94.907 | 28.480 | 71.520 | 5.28 | 0.950 | bicubic | -87.137 | -69.520 | -24 |
1296 | res2net50_26w_4s.in1k | 224 | 5.067 | 94.933 | 29.040 | 70.960 | 25.70 | 0.875 | bilinear | -87.463 | -69.030 | -50 |
1297 | mobilenetv3_large_100.ra_in1k | 224 | 5.067 | 94.933 | 28.053 | 71.947 | 5.48 | 0.875 | bicubic | -86.273 | -69.647 | +28 |
1298 | tf_mixnet_m.in1k | 224 | 5.040 | 94.960 | 28.320 | 71.680 | 5.01 | 0.875 | bicubic | -87.300 | -69.560 | -35 |
1299 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 4.973 | 95.027 | 26.813 | 73.187 | 6.34 | 0.900 | bicubic | -84.257 | -70.407 | +89 |
1300 | hardcorenas_a.miil_green_in1k | 224 | 4.960 | 95.040 | 27.947 | 72.053 | 5.26 | 0.875 | bilinear | -86.400 | -69.893 | +21 |
1301 | mixnet_s.ft_in1k | 224 | 4.920 | 95.080 | 28.840 | 71.160 | 4.13 | 0.875 | bicubic | -87.030 | -68.840 | -8 |
1302 | mobilenetv1_125.ra4_e3600_r224_in1k | 224 | 4.920 | 95.080 | 28.053 | 71.947 | 6.27 | 0.900 | bicubic | -87.030 | -69.977 | -10 |
1303 | regnetx_004_tv.tv2_in1k | 224 | 4.920 | 95.080 | 27.467 | 72.533 | 5.50 | 0.965 | bicubic | -85.710 | -70.133 | +55 |
1304 | res2net50_14w_8s.in1k | 224 | 4.893 | 95.107 | 28.347 | 71.653 | 25.06 | 0.875 | bilinear | -87.827 | -69.953 | -77 |
1305 | regnetx_032.pycls_in1k | 224 | 4.880 | 95.120 | 29.907 | 70.093 | 15.30 | 0.875 | bicubic | -88.260 | -68.193 | -131 |
1306 | repghostnet_130.in1k | 224 | 4.840 | 95.160 | 29.480 | 70.520 | 5.48 | 0.875 | bicubic | -87.040 | -68.450 | -4 |
1307 | tf_efficientnetv2_b0.in1k | 192 | 4.827 | 95.173 | 26.613 | 73.387 | 7.14 | 0.875 | bicubic | -87.463 | -71.587 | -41 |
1308 | mobilenetv3_rw.rmsp_in1k | 224 | 4.813 | 95.187 | 29.520 | 70.480 | 5.48 | 0.875 | bicubic | -86.507 | -68.110 | +17 |
1309 | hardcorenas_b.miil_green_in1k | 224 | 4.813 | 95.187 | 27.760 | 72.240 | 5.18 | 0.875 | bilinear | -87.027 | -70.170 | -4 |
1310 | resnet50c.gluon_in1k | 224 | 4.800 | 95.200 | 27.760 | 72.240 | 25.58 | 0.875 | bicubic | -88.220 | -70.600 | -120 |
1311 | 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 |
1312 | resnext26ts.ra2_in1k | 256 | 4.693 | 95.307 | 28.800 | 71.200 | 10.30 | 0.900 | bicubic | -87.147 | -68.970 | -9 |
1313 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 4.693 | 95.307 | 26.987 | 73.013 | 3.77 | 0.950 | bicubic | -86.327 | -70.683 | +25 |
1314 | resnext50_32x4d.tv_in1k | 224 | 4.680 | 95.320 | 29.840 | 70.160 | 25.03 | 0.875 | bilinear | -88.070 | -68.420 | -93 |
1315 | selecsls42b.in1k | 224 | 4.667 | 95.333 | 28.373 | 71.627 | 32.46 | 0.875 | bicubic | -87.633 | -69.767 | -50 |
1316 | densenet161.tv_in1k | 224 | 4.627 | 95.373 | 29.453 | 70.547 | 28.68 | 0.875 | bicubic | -87.953 | -68.837 | -76 |
1317 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 4.600 | 95.400 | 27.067 | 72.933 | 4.23 | 0.950 | bicubic | -87.490 | -70.753 | -34 |
1318 | resnet101.tv_in1k | 224 | 4.560 | 95.440 | 29.013 | 70.987 | 44.55 | 0.875 | bilinear | -88.250 | -69.217 | -105 |
1319 | mobileone_s2.apple_in1k | 224 | 4.480 | 95.520 | 28.867 | 71.133 | 7.88 | 0.900 | bilinear | -88.350 | -69.303 | -112 |
1320 | tf_efficientnet_lite1.in1k | 240 | 4.480 | 95.520 | 28.320 | 71.680 | 5.42 | 0.882 | bicubic | -88.120 | -69.720 | -81 |
1321 | mobilenetv2_120d.ra_in1k | 224 | 4.467 | 95.533 | 29.107 | 70.893 | 5.83 | 0.875 | bicubic | -88.013 | -68.973 | -71 |
1322 | tf_efficientnet_b0.in1k | 224 | 4.413 | 95.587 | 26.760 | 73.240 | 5.29 | 0.875 | bicubic | -87.677 | -71.160 | -40 |
1323 | resnet34.a2_in1k | 224 | 4.387 | 95.613 | 24.400 | 75.600 | 21.80 | 0.950 | bicubic | -87.343 | -73.370 | -12 |
1324 | resnet50d.a3_in1k | 160 | 4.373 | 95.627 | 26.160 | 73.840 | 25.58 | 0.950 | bicubic | -88.067 | -71.890 | -71 |
1325 | pvt_v2_b0.in1k | 224 | 4.347 | 95.653 | 25.707 | 74.293 | 3.67 | 0.900 | bicubic | -84.433 | -71.163 | +73 |
1326 | vit_base_patch32_224.sam_in1k | 224 | 4.307 | 95.693 | 24.307 | 75.693 | 88.22 | 0.900 | bicubic | -85.443 | -72.673 | +51 |
1327 | tinynet_b.in1k | 188 | 4.253 | 95.747 | 26.800 | 73.200 | 3.73 | 0.875 | bicubic | -86.657 | -70.870 | +16 |
1328 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 4.240 | 95.760 | 26.133 | 73.867 | 3.77 | 0.950 | bicubic | -86.400 | -71.377 | +27 |
1329 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 4.227 | 95.773 | 25.760 | 74.240 | 5.28 | 0.875 | bicubic | -87.153 | -72.050 | -9 |
1330 | repghostnet_111.in1k | 224 | 4.213 | 95.787 | 26.307 | 73.693 | 4.54 | 0.875 | bicubic | -86.537 | -71.153 | +21 |
1331 | fbnetc_100.rmsp_in1k | 224 | 4.213 | 95.787 | 25.880 | 74.120 | 5.57 | 0.875 | bilinear | -86.567 | -71.340 | +16 |
1332 | edgenext_xx_small.in1k | 288 | 4.187 | 95.813 | 23.880 | 76.120 | 1.33 | 1.000 | bicubic | -84.683 | -72.800 | +64 |
1333 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 4.173 | 95.827 | 25.160 | 74.840 | 4.23 | 0.875 | bicubic | -87.007 | -72.610 | -3 |
1334 | resnet50.am_in1k | 224 | 4.133 | 95.867 | 28.360 | 71.640 | 25.56 | 0.875 | bicubic | -89.857 | -70.160 | -284 |
1335 | efficientnet_es_pruned.in1k | 224 | 4.120 | 95.880 | 26.800 | 73.200 | 5.44 | 0.875 | bicubic | -87.070 | -70.940 | -6 |
1336 | resnet50.gluon_in1k | 224 | 4.053 | 95.947 | 26.800 | 73.200 | 25.56 | 0.875 | bicubic | -88.497 | -71.410 | -91 |
1337 | resnet26d.bt_in1k | 224 | 4.040 | 95.960 | 28.360 | 71.640 | 16.01 | 0.875 | bicubic | -88.010 | -69.600 | -51 |
1338 | densenet201.tv_in1k | 224 | 3.987 | 96.013 | 27.267 | 72.733 | 20.01 | 0.875 | bicubic | -88.773 | -71.013 | -118 |
1339 | tf_mixnet_s.in1k | 224 | 3.947 | 96.053 | 25.280 | 74.720 | 4.13 | 0.875 | bicubic | -87.573 | -72.310 | -23 |
1340 | semnasnet_100.rmsp_in1k | 224 | 3.933 | 96.067 | 26.880 | 73.120 | 3.89 | 0.875 | bicubic | -87.427 | -70.660 | -18 |
1341 | mobilevitv2_050.cvnets_in1k | 256 | 3.933 | 96.067 | 23.667 | 76.333 | 1.37 | 0.888 | bicubic | -84.317 | -73.303 | +68 |
1342 | resnet26.bt_in1k | 288 | 3.907 | 96.093 | 28.133 | 71.867 | 16.00 | 0.950 | bicubic | -88.123 | -70.067 | -55 |
1343 | dpn68.mx_in1k | 224 | 3.907 | 96.093 | 25.587 | 74.413 | 12.61 | 0.875 | bicubic | -88.083 | -72.423 | -53 |
1344 | repvgg_a2.rvgg_in1k | 224 | 3.853 | 96.147 | 27.307 | 72.693 | 28.21 | 0.875 | bilinear | -88.087 | -70.763 | -49 |
1345 | tf_efficientnet_es.in1k | 224 | 3.840 | 96.160 | 26.093 | 73.907 | 5.44 | 0.875 | bicubic | -88.140 | -71.767 | -55 |
1346 | semnasnet_075.rmsp_in1k | 224 | 3.813 | 96.187 | 26.600 | 73.400 | 2.91 | 0.875 | bicubic | -86.277 | -70.810 | +22 |
1347 | resnet18.a1_in1k | 288 | 3.813 | 96.187 | 23.000 | 77.000 | 11.69 | 1.000 | bicubic | -85.907 | -74.100 | +32 |
1348 | mobilevit_xxs.cvnets_in1k | 256 | 3.800 | 96.200 | 22.133 | 77.867 | 1.27 | 0.900 | bicubic | -83.360 | -73.967 | +69 |
1349 | edgenext_xx_small.in1k | 256 | 3.760 | 96.240 | 23.480 | 76.520 | 1.33 | 0.900 | bicubic | -84.610 | -73.220 | +56 |
1350 | regnety_008.pycls_in1k | 224 | 3.747 | 96.253 | 26.867 | 73.133 | 6.26 | 0.875 | bicubic | -87.973 | -71.003 | -40 |
1351 | resnet18d.ra2_in1k | 288 | 3.747 | 96.253 | 25.760 | 74.240 | 11.71 | 0.950 | bicubic | -86.563 | -71.800 | +14 |
1352 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 3.747 | 96.253 | 25.293 | 74.707 | 11.69 | 0.875 | bilinear | -86.503 | -72.267 | +14 |
1353 | densenet169.tv_in1k | 224 | 3.720 | 96.280 | 25.573 | 74.427 | 14.15 | 0.875 | bicubic | -88.240 | -72.517 | -62 |
1354 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 3.720 | 96.280 | 24.467 | 75.533 | 3.77 | 0.875 | bicubic | -86.200 | -72.703 | +21 |
1355 | mobilenetv2_140.ra_in1k | 224 | 3.653 | 96.347 | 26.467 | 73.533 | 6.11 | 0.875 | bicubic | -88.177 | -71.413 | -51 |
1356 | tf_mobilenetv3_large_100.in1k | 224 | 3.653 | 96.347 | 24.987 | 75.013 | 5.48 | 0.875 | bilinear | -87.567 | -72.673 | -30 |
1357 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 3.653 | 96.347 | 24.413 | 75.587 | 3.77 | 0.875 | bicubic | -86.417 | -72.867 | +16 |
1358 | dla60.in1k | 224 | 3.640 | 96.360 | 28.013 | 71.987 | 22.04 | 0.875 | bilinear | -88.560 | -70.087 | -85 |
1359 | res2net50_48w_2s.in1k | 224 | 3.600 | 96.400 | 26.187 | 73.813 | 25.29 | 0.875 | bilinear | -88.960 | -71.883 | -116 |
1360 | efficientvit_m2.r224_in1k | 224 | 3.560 | 96.440 | 21.627 | 78.373 | 4.19 | 0.875 | bicubic | -84.900 | -75.283 | +42 |
1361 | efficientnet_lite0.ra_in1k | 224 | 3.547 | 96.453 | 26.320 | 73.680 | 4.65 | 0.875 | bicubic | -87.593 | -71.320 | -29 |
1362 | repghostnet_100.in1k | 224 | 3.547 | 96.453 | 24.293 | 75.707 | 4.07 | 0.875 | bicubic | -86.773 | -73.197 | +1 |
1363 | regnetx_016.pycls_in1k | 224 | 3.533 | 96.467 | 26.347 | 73.653 | 9.19 | 0.875 | bicubic | -88.647 | -71.853 | -92 |
1364 | regnety_006.pycls_in1k | 224 | 3.533 | 96.467 | 25.107 | 74.893 | 6.06 | 0.875 | bicubic | -87.907 | -72.653 | -48 |
1365 | spnasnet_100.rmsp_in1k | 224 | 3.533 | 96.467 | 24.387 | 75.613 | 4.42 | 0.875 | bilinear | -86.787 | -72.803 | 0 |
1366 | seresnet50.a3_in1k | 160 | 3.533 | 96.467 | 22.627 | 77.373 | 28.09 | 0.950 | bicubic | -87.467 | -74.933 | -25 |
1367 | ghostnet_100.in1k | 224 | 3.400 | 96.600 | 25.187 | 74.813 | 5.18 | 0.875 | bicubic | -86.800 | -72.063 | -1 |
1368 | resnet34.a3_in1k | 224 | 3.400 | 96.600 | 23.240 | 76.760 | 21.80 | 0.950 | bicubic | -86.520 | -74.000 | +8 |
1369 | resnet50.a3_in1k | 160 | 3.373 | 96.627 | 23.600 | 76.400 | 25.56 | 0.950 | bicubic | -88.057 | -74.030 | -51 |
1370 | legacy_seresnet34.in1k | 224 | 3.320 | 96.680 | 23.707 | 76.293 | 21.96 | 0.875 | bilinear | -87.600 | -73.863 | -28 |
1371 | resnet18.a2_in1k | 288 | 3.307 | 96.693 | 22.253 | 77.747 | 11.69 | 1.000 | bicubic | -86.273 | -74.697 | +13 |
1372 | resnet34.bt_in1k | 224 | 3.253 | 96.747 | 24.413 | 75.587 | 21.80 | 0.875 | bicubic | -87.917 | -73.157 | -40 |
1373 | dla34.in1k | 224 | 3.240 | 96.760 | 23.667 | 76.333 | 15.74 | 0.875 | bilinear | -87.530 | -73.983 | -25 |
1374 | efficientvit_b0.r224_in1k | 224 | 3.227 | 96.773 | 19.427 | 80.573 | 3.41 | 0.950 | bicubic | -84.753 | -76.653 | +36 |
1375 | tinynet_c.in1k | 184 | 3.213 | 96.787 | 21.413 | 78.587 | 2.46 | 0.875 | bicubic | -84.577 | -74.957 | +37 |
1376 | mobilenetv2_110d.ra_in1k | 224 | 3.133 | 96.867 | 24.787 | 75.213 | 4.52 | 0.875 | bicubic | -87.867 | -72.623 | -38 |
1377 | mnasnet_100.rmsp_in1k | 224 | 3.133 | 96.867 | 24.307 | 75.693 | 4.38 | 0.875 | bicubic | -87.517 | -73.203 | -23 |
1378 | regnety_004.pycls_in1k | 224 | 3.080 | 96.920 | 22.573 | 77.427 | 4.34 | 0.875 | bicubic | -87.430 | -75.007 | -18 |
1379 | tf_efficientnet_lite0.in1k | 224 | 3.067 | 96.933 | 22.733 | 77.267 | 4.65 | 0.875 | bicubic | -88.033 | -74.977 | -43 |
1380 | mobileone_s1.apple_in1k | 224 | 3.040 | 96.960 | 25.027 | 74.973 | 4.83 | 0.900 | bilinear | -88.320 | -72.743 | -58 |
1381 | skresnet18.ra_in1k | 224 | 3.027 | 96.973 | 22.680 | 77.320 | 11.96 | 0.875 | bicubic | -86.633 | -74.550 | -2 |
1382 | repghostnet_080.in1k | 224 | 3.027 | 96.973 | 22.627 | 77.373 | 3.28 | 0.875 | bicubic | -85.943 | -74.143 | +11 |
1383 | efficientvit_m1.r224_in1k | 224 | 2.907 | 97.093 | 19.573 | 80.427 | 2.98 | 0.875 | bicubic | -83.903 | -76.427 | +36 |
1384 | tf_mobilenetv3_large_075.in1k | 224 | 2.893 | 97.107 | 21.707 | 78.293 | 3.99 | 0.875 | bilinear | -86.767 | -75.533 | -3 |
1385 | vgg19_bn.tv_in1k | 224 | 2.840 | 97.160 | 23.467 | 76.533 | 143.68 | 0.875 | bilinear | -87.280 | -74.113 | -17 |
1386 | tinynet_d.in1k | 152 | 2.787 | 97.213 | 17.773 | 82.227 | 2.34 | 0.875 | bicubic | -82.043 | -77.447 | +44 |
1387 | regnetx_008.pycls_in1k | 224 | 2.733 | 97.267 | 22.387 | 77.613 | 7.26 | 0.875 | bicubic | -88.367 | -75.153 | -52 |
1388 | resnet14t.c3_in1k | 224 | 2.720 | 97.280 | 19.827 | 80.173 | 10.08 | 0.950 | bicubic | -86.280 | -76.873 | +3 |
1389 | lcnet_100.ra2_in1k | 224 | 2.653 | 97.347 | 20.467 | 79.533 | 2.95 | 0.875 | bicubic | -86.107 | -76.243 | +10 |
1390 | resnet34.gluon_in1k | 224 | 2.640 | 97.360 | 21.533 | 78.467 | 21.80 | 0.875 | bicubic | -88.330 | -76.117 | -50 |
1391 | hrnet_w18_small_v2.ms_in1k | 224 | 2.627 | 97.373 | 23.533 | 76.467 | 15.60 | 0.875 | bilinear | -88.583 | -74.367 | -64 |
1392 | repvgg_b0.rvgg_in1k | 224 | 2.600 | 97.400 | 23.907 | 76.093 | 15.82 | 0.875 | bilinear | -88.810 | -74.073 | -74 |
1393 | hrnet_w18_small.gluon_in1k | 224 | 2.600 | 97.400 | 20.520 | 79.480 | 13.19 | 0.875 | bicubic | -86.880 | -76.530 | -7 |
1394 | vgg16.tv_in1k | 224 | 2.573 | 97.427 | 19.960 | 80.040 | 138.36 | 0.875 | bilinear | -85.977 | -76.830 | +7 |
1395 | vgg16_bn.tv_in1k | 224 | 2.560 | 97.440 | 23.587 | 76.413 | 138.37 | 0.875 | bilinear | -87.530 | -73.783 | -25 |
1396 | resnet18d.ra2_in1k | 224 | 2.480 | 97.520 | 21.547 | 78.453 | 11.71 | 0.875 | bicubic | -86.850 | -75.633 | -10 |
1397 | densenet121.tv_in1k | 224 | 2.467 | 97.533 | 22.533 | 77.467 | 7.98 | 0.875 | bicubic | -88.433 | -75.197 | -55 |
1398 | regnetx_006.pycls_in1k | 224 | 2.467 | 97.533 | 20.640 | 79.360 | 6.20 | 0.875 | bicubic | -87.903 | -76.780 | -36 |
1399 | legacy_seresnet18.in1k | 224 | 2.467 | 97.533 | 19.880 | 80.120 | 11.78 | 0.875 | bicubic | -86.423 | -77.090 | -3 |
1400 | resnet18.a1_in1k | 224 | 2.440 | 97.560 | 18.467 | 81.533 | 11.69 | 0.950 | bicubic | -86.000 | -78.183 | +3 |
1401 | resnet26.bt_in1k | 224 | 2.400 | 97.600 | 22.840 | 77.160 | 16.00 | 0.875 | bicubic | -88.780 | -74.960 | -70 |
1402 | lcnet_075.ra2_in1k | 224 | 2.280 | 97.720 | 17.133 | 82.867 | 2.36 | 0.875 | bicubic | -83.760 | -78.547 | +24 |
1403 | efficientvit_m0.r224_in1k | 224 | 2.267 | 97.733 | 16.453 | 83.547 | 2.35 | 0.875 | bicubic | -80.133 | -77.967 | +36 |
1404 | repghostnet_058.in1k | 224 | 2.253 | 97.747 | 18.427 | 81.573 | 2.55 | 0.875 | bicubic | -84.257 | -77.473 | +15 |
1405 | resnet34.a3_in1k | 160 | 2.253 | 97.747 | 18.280 | 81.720 | 21.80 | 0.950 | bicubic | -85.647 | -78.190 | +7 |
1406 | resnet18.a3_in1k | 224 | 2.253 | 97.747 | 17.507 | 82.493 | 11.69 | 0.950 | bicubic | -84.177 | -78.393 | +17 |
1407 | mobilenetv3_small_075.lamb_in1k | 224 | 2.227 | 97.773 | 15.707 | 84.293 | 2.04 | 0.875 | bicubic | -80.883 | -78.443 | +30 |
1408 | test_vit.r160_in1k | 160 | 2.227 | 97.773 | 12.733 | 87.267 | 0.37 | 0.875 | bicubic | -60.233 | -71.807 | +39 |
1409 | mobilenetv2_100.ra_in1k | 224 | 2.187 | 97.813 | 19.733 | 80.267 | 3.50 | 0.875 | bicubic | -87.443 | -77.407 | -26 |
1410 | test_efficientnet.r160_in1k | 160 | 2.173 | 97.827 | 11.200 | 88.800 | 0.36 | 0.875 | bicubic | -64.937 | -74.900 | +34 |
1411 | repvgg_a1.rvgg_in1k | 224 | 2.147 | 97.853 | 21.227 | 78.773 | 14.09 | 0.875 | bilinear | -88.443 | -76.413 | -53 |
1412 | tf_mobilenetv3_small_100.in1k | 224 | 2.147 | 97.853 | 16.773 | 83.227 | 2.54 | 0.875 | bilinear | -83.073 | -78.997 | +16 |
1413 | regnety_002.pycls_in1k | 224 | 2.133 | 97.867 | 18.640 | 81.360 | 3.16 | 0.875 | bicubic | -85.217 | -77.960 | +2 |
1414 | resnet14t.c3_in1k | 176 | 2.133 | 97.867 | 16.960 | 83.040 | 10.08 | 0.875 | bicubic | -86.157 | -79.410 | -7 |
1415 | vgg19.tv_in1k | 224 | 2.107 | 97.893 | 20.480 | 79.520 | 143.67 | 0.875 | bilinear | -86.953 | -76.420 | -26 |
1416 | mobileone_s0.apple_in1k | 224 | 2.107 | 97.893 | 17.360 | 82.640 | 5.29 | 0.875 | bilinear | -86.213 | -79.070 | -10 |
1417 | vgg13_bn.tv_in1k | 224 | 2.080 | 97.920 | 20.040 | 79.960 | 133.05 | 0.875 | bilinear | -86.700 | -76.930 | -20 |
1418 | test_byobnet.r160_in1k | 160 | 2.053 | 97.947 | 11.547 | 88.453 | 0.46 | 0.875 | bicubic | -63.817 | -74.723 | +27 |
1419 | regnetx_004.pycls_in1k | 224 | 1.973 | 98.027 | 19.080 | 80.920 | 5.16 | 0.875 | bicubic | -86.947 | -78.030 | -25 |
1420 | resnet18.a2_in1k | 224 | 1.973 | 98.027 | 17.467 | 82.533 | 11.69 | 0.950 | bicubic | -86.057 | -78.953 | -11 |
1421 | tf_mobilenetv3_small_075.in1k | 224 | 1.973 | 98.027 | 14.840 | 85.160 | 2.04 | 0.875 | bilinear | -81.547 | -80.020 | +16 |
1422 | mobilenetv3_small_100.lamb_in1k | 224 | 1.933 | 98.067 | 16.893 | 83.107 | 2.54 | 0.875 | bicubic | -83.257 | -78.727 | +6 |
1423 | tinynet_e.in1k | 106 | 1.933 | 98.067 | 13.973 | 86.027 | 2.04 | 0.875 | bicubic | -77.057 | -78.587 | +19 |
1424 | repghostnet_050.in1k | 224 | 1.920 | 98.080 | 16.347 | 83.653 | 2.31 | 0.875 | bicubic | -83.120 | -78.873 | +5 |
1425 | vgg13.tv_in1k | 224 | 1.853 | 98.147 | 17.947 | 82.053 | 133.05 | 0.875 | bilinear | -85.167 | -78.363 | -7 |
1426 | resnet34.tv_in1k | 224 | 1.840 | 98.160 | 19.813 | 80.187 | 21.80 | 0.875 | bilinear | -88.090 | -77.527 | -53 |
1427 | lcnet_050.ra2_in1k | 224 | 1.787 | 98.213 | 13.813 | 86.187 | 1.88 | 0.875 | bicubic | -79.933 | -79.917 | +13 |
1428 | mobilenetv3_small_050.lamb_in1k | 224 | 1.773 | 98.227 | 12.547 | 87.453 | 1.59 | 0.875 | bicubic | -75.207 | -78.763 | +15 |
1429 | mnasnet_small.lamb_in1k | 224 | 1.760 | 98.240 | 15.040 | 84.960 | 2.03 | 0.875 | bicubic | -82.610 | -80.130 | +3 |
1430 | vgg11_bn.tv_in1k | 224 | 1.733 | 98.267 | 18.107 | 81.893 | 132.87 | 0.875 | bilinear | -85.767 | -78.703 | -17 |
1431 | dla46x_c.in1k | 224 | 1.707 | 98.293 | 16.333 | 83.667 | 1.07 | 0.875 | bilinear | -82.643 | -78.907 | +2 |
1432 | 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 |
1433 | resnet10t.c3_in1k | 224 | 1.640 | 98.360 | 15.907 | 84.093 | 5.44 | 0.950 | bicubic | -84.610 | -79.813 | -9 |
1434 | mobilenetv2_050.lamb_in1k | 224 | 1.640 | 98.360 | 14.053 | 85.947 | 1.97 | 0.875 | bicubic | -82.300 | -80.537 | +1 |
1435 | vgg11.tv_in1k | 224 | 1.613 | 98.387 | 15.907 | 84.093 | 132.86 | 0.875 | bilinear | -84.967 | -80.403 | -15 |
1436 | resnet18.gluon_in1k | 224 | 1.600 | 98.400 | 16.773 | 83.227 | 11.69 | 0.875 | bicubic | -86.770 | -79.757 | -32 |
1437 | dla60x_c.in1k | 224 | 1.587 | 98.413 | 17.773 | 82.227 | 1.32 | 0.875 | bilinear | -84.743 | -78.317 | -14 |
1438 | hrnet_w18_small.ms_in1k | 224 | 1.520 | 98.480 | 18.147 | 81.853 | 13.19 | 0.875 | bilinear | -87.530 | -78.933 | -48 |
1439 | repvgg_a0.rvgg_in1k | 224 | 1.493 | 98.507 | 17.453 | 82.547 | 9.11 | 0.875 | bilinear | -87.767 | -79.477 | -53 |
1440 | dla46_c.in1k | 224 | 1.493 | 98.507 | 15.120 | 84.880 | 1.30 | 0.875 | bilinear | -82.127 | -79.800 | -3 |
1441 | resnet10t.c3_in1k | 176 | 1.413 | 98.587 | 14.147 | 85.853 | 5.44 | 0.875 | bicubic | -83.367 | -80.863 | -10 |
1442 | resnet18.a3_in1k | 160 | 1.387 | 98.613 | 13.707 | 86.293 | 11.69 | 0.950 | bicubic | -82.883 | -80.923 | -8 |
1443 | regnetx_002.pycls_in1k | 224 | 1.293 | 98.707 | 14.907 | 85.093 | 2.68 | 0.875 | bicubic | -84.907 | -81.063 | -18 |
1444 | 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 |
1445 | resnet18.tv_in1k | 224 | 1.120 | 98.880 | 16.200 | 83.800 | 11.69 | 0.875 | bilinear | -86.260 | -80.060 | -31 |
1446 | resnet50.tv_in1k | 224 | 0.040 | 99.960 | 14.360 | 85.640 | 25.56 | 0.875 | bilinear | -91.850 | -83.690 | -145 |