138 KiB
138 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_in22k_ft_in22k_in1k | 448 | 82.740 | 17.260 | 96.440 | 3.560 | 305.08 | 1.000 | bicubic | -7.226 | -2.576 | +1 |
3 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 448 | 82.720 | 17.280 | 96.550 | 3.450 | 305.08 | 1.000 | bicubic | -7.334 | -2.506 | -1 |
4 | eva02_large_patch14_448.mim_m38m_ft_in1k | 448 | 82.390 | 17.610 | 96.180 | 3.820 | 305.08 | 1.000 | bicubic | -7.164 | -2.744 | +3 |
5 | eva02_large_patch14_448.mim_in22k_ft_in1k | 448 | 82.190 | 17.810 | 96.320 | 3.680 | 305.08 | 1.000 | bicubic | -7.442 | -2.634 | -1 |
6 | eva_giant_patch14_336.clip_ft_in1k | 336 | 82.190 | 17.810 | 96.250 | 3.750 | 1,013.01 | 1.000 | bicubic | -7.272 | -2.578 | +3 |
7 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 560 | 81.810 | 18.190 | 96.340 | 3.660 | 1,014.45 | 1.000 | bicubic | -7.986 | -2.650 | -3 |
8 | eva_giant_patch14_224.clip_ft_in1k | 224 | 81.680 | 18.320 | 96.070 | 3.930 | 1,012.56 | 0.900 | bicubic | -7.206 | -2.610 | +2 |
9 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 336 | 81.660 | 18.340 | 96.200 | 3.800 | 1,013.01 | 1.000 | bicubic | -7.910 | -2.754 | -3 |
10 | eva_large_patch14_336.in22k_ft_in1k | 336 | 81.070 | 18.930 | 95.810 | 4.190 | 304.53 | 1.000 | bicubic | -7.620 | -2.900 | +2 |
11 | beit_large_patch16_512.in22k_ft_in22k_in1k | 512 | 80.820 | 19.180 | 95.860 | 4.140 | 305.67 | 1.000 | bicubic | -7.758 | -2.800 | +7 |
12 | eva_large_patch14_336.in22k_ft_in22k_in1k | 336 | 80.780 | 19.220 | 95.990 | 4.010 | 304.53 | 1.000 | bicubic | -8.470 | -2.862 | -3 |
13 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 256 | 80.620 | 19.380 | 95.900 | 4.100 | 846.47 | 1.000 | bicubic | -8.002 | -2.818 | +3 |
14 | tf_efficientnet_l2.ns_jft_in1k_475 | 475 | 80.520 | 19.480 | 95.630 | 4.370 | 480.31 | 0.936 | bicubic | -7.730 | -2.926 | +14 |
15 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 336 | 80.480 | 19.520 | 95.520 | 4.480 | 304.53 | 1.000 | bicubic | -7.784 | -3.008 | +12 |
16 | regnety_1280.swag_ft_in1k | 384 | 80.420 | 19.580 | 96.110 | 3.890 | 644.81 | 1.000 | bicubic | -7.804 | -2.588 | +14 |
17 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 224 | 80.410 | 19.590 | 95.210 | 4.790 | 304.43 | 0.950 | bicubic | -7.996 | -3.392 | +3 |
18 | beit_large_patch16_384.in22k_ft_in22k_in1k | 384 | 80.270 | 19.730 | 95.610 | 4.390 | 305.00 | 1.000 | bicubic | -8.112 | -2.998 | +3 |
19 | eva_large_patch14_196.in22k_ft_in22k_in1k | 196 | 80.180 | 19.820 | 95.410 | 4.590 | 304.14 | 1.000 | bicubic | -8.416 | -3.252 | -2 |
20 | eva_large_patch14_196.in22k_ft_in1k | 196 | 80.150 | 19.850 | 95.390 | 4.610 | 304.14 | 1.000 | bicubic | -7.806 | -3.090 | +18 |
21 | caformer_b36.sail_in22k_ft_in1k_384 | 384 | 80.140 | 19.860 | 95.440 | 4.560 | 98.75 | 1.000 | bicubic | -7.926 | -3.150 | +14 |
22 | tf_efficientnet_l2.ns_jft_in1k | 800 | 80.130 | 19.870 | 95.860 | 4.140 | 480.31 | 0.960 | bicubic | -8.232 | -2.796 | 0 |
23 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 448 | 80.050 | 19.950 | 95.520 | 4.480 | 87.12 | 1.000 | bicubic | -8.632 | -3.208 | -10 |
24 | maxvit_large_tf_512.in21k_ft_in1k | 512 | 80.040 | 19.960 | 95.160 | 4.840 | 212.33 | 1.000 | bicubic | -8.196 | -3.448 | +5 |
25 | maxvit_base_tf_512.in21k_ft_in1k | 512 | 79.960 | 20.040 | 95.390 | 4.610 | 119.88 | 1.000 | bicubic | -8.252 | -3.148 | +6 |
26 | maxvit_xlarge_tf_512.in21k_ft_in1k | 512 | 79.830 | 20.170 | 95.400 | 4.600 | 475.77 | 1.000 | bicubic | -8.710 | -3.252 | -7 |
27 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 384 | 79.730 | 20.270 | 95.580 | 4.420 | 660.29 | 1.000 | bicubic | -8.932 | -3.154 | -13 |
28 | vit_large_patch14_clip_224.openai_ft_in1k | 224 | 79.660 | 20.340 | 94.960 | 5.040 | 304.20 | 1.000 | bicubic | -8.200 | -3.470 | +15 |
29 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 384 | 79.620 | 20.380 | 95.260 | 4.740 | 200.13 | 1.000 | bicubic | -8.714 | -3.314 | -6 |
30 | maxvit_xlarge_tf_384.in21k_ft_in1k | 384 | 79.610 | 20.390 | 95.070 | 4.930 | 475.32 | 1.000 | bicubic | -8.694 | -3.470 | -6 |
31 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 384 | 79.580 | 20.420 | 95.250 | 4.750 | 200.13 | 1.000 | bicubic | -8.310 | -3.198 | +10 |
32 | eva02_base_patch14_448.mim_in22k_ft_in1k | 448 | 79.530 | 20.470 | 95.170 | 4.830 | 87.12 | 1.000 | bicubic | -8.736 | -3.400 | -6 |
33 | maxvit_large_tf_384.in21k_ft_in1k | 384 | 79.510 | 20.490 | 95.070 | 4.930 | 212.03 | 1.000 | bicubic | -8.486 | -3.498 | +2 |
34 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 79.510 | 20.490 | 94.990 | 5.010 | 632.46 | 1.000 | bicubic | -9.118 | -3.680 | -18 |
35 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 320 | 79.490 | 20.510 | 94.990 | 5.010 | 200.13 | 1.000 | bicubic | -8.480 | -3.484 | +1 |
36 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 224 | 79.490 | 20.510 | 94.910 | 5.090 | 632.05 | 1.000 | bicubic | -8.134 | -3.318 | +13 |
37 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 512 | 79.420 | 20.580 | 95.690 | 4.310 | 660.29 | 1.000 | bicubic | -9.440 | -3.050 | -26 |
38 | beit_large_patch16_224.in22k_ft_in22k_in1k | 224 | 79.360 | 20.640 | 94.930 | 5.070 | 304.43 | 0.900 | bicubic | -8.128 | -3.386 | +13 |
39 | maxvit_base_tf_384.in21k_ft_in1k | 384 | 79.330 | 20.670 | 95.020 | 4.980 | 119.65 | 1.000 | bicubic | -8.598 | -3.518 | 0 |
40 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 79.270 | 20.730 | 95.140 | 4.860 | 632.05 | 1.000 | bicubic | -9.008 | -3.412 | -15 |
41 | vit_large_patch14_clip_336.laion2b_ft_in1k | 336 | 79.250 | 20.750 | 95.010 | 4.990 | 304.53 | 1.000 | bicubic | -8.616 | -3.344 | +1 |
42 | convformer_b36.sail_in22k_ft_in1k_384 | 384 | 79.230 | 20.770 | 94.890 | 5.110 | 99.88 | 1.000 | bicubic | -8.372 | -3.542 | +7 |
43 | deit3_large_patch16_384.fb_in22k_ft_in1k | 384 | 79.210 | 20.790 | 95.060 | 4.940 | 304.76 | 1.000 | bicubic | -8.524 | -3.448 | +3 |
44 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 224 | 79.200 | 20.800 | 94.880 | 5.120 | 632.13 | 1.000 | bicubic | -7.980 | -3.384 | +22 |
45 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 79.190 | 20.810 | 94.680 | 5.320 | 116.14 | 1.000 | bicubic | -8.622 | -3.688 | -1 |
46 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 224 | 79.150 | 20.850 | 94.890 | 5.110 | 304.20 | 1.000 | bicubic | -9.012 | -3.650 | -12 |
47 | caformer_m36.sail_in22k_ft_in1k_384 | 384 | 79.120 | 20.880 | 94.780 | 5.220 | 56.20 | 1.000 | bicubic | -8.352 | -3.528 | +7 |
48 | caformer_b36.sail_in22k_ft_in1k | 224 | 78.920 | 21.080 | 94.680 | 5.320 | 98.75 | 1.000 | bicubic | -8.520 | -3.652 | +8 |
49 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 336 | 78.860 | 21.140 | 94.830 | 5.170 | 304.53 | 1.000 | bicubic | -9.332 | -3.740 | -17 |
50 | convnext_xlarge.fb_in22k_ft_in1k_384 | 384 | 78.810 | 21.190 | 95.110 | 4.890 | 350.20 | 1.000 | bicubic | -8.956 | -3.444 | -5 |
51 | convnext_large.fb_in22k_ft_in1k_384 | 384 | 78.700 | 21.300 | 94.870 | 5.130 | 197.77 | 1.000 | bicubic | -8.756 | -3.510 | +4 |
52 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 256 | 78.670 | 21.330 | 94.570 | 5.430 | 200.13 | 1.000 | bicubic | -8.666 | -3.652 | +9 |
53 | deit3_large_patch16_224.fb_in22k_ft_in1k | 224 | 78.650 | 21.350 | 94.740 | 5.260 | 304.37 | 1.000 | bicubic | -8.336 | -3.500 | +22 |
54 | hiera_huge_224.mae_in1k_ft_in1k | 224 | 78.630 | 21.370 | 93.830 | 6.170 | 672.78 | 0.900 | bicubic | -8.204 | -4.180 | +31 |
55 | beitv2_large_patch16_224.in1k_ft_in1k | 224 | 78.600 | 21.400 | 94.190 | 5.810 | 304.43 | 0.950 | bicubic | -8.814 | -4.026 | +3 |
56 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 224 | 78.510 | 21.490 | 94.680 | 5.320 | 304.20 | 1.000 | bicubic | -9.388 | -3.728 | -16 |
57 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 384 | 78.480 | 21.520 | 94.340 | 5.660 | 73.88 | 1.000 | bicubic | -8.922 | -3.968 | +2 |
58 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 384 | 78.420 | 21.580 | 94.710 | 5.290 | 87.92 | 1.000 | bicubic | -8.720 | -3.518 | +10 |
59 | vit_large_patch14_clip_224.laion2b_ft_in1k | 224 | 78.410 | 21.590 | 94.570 | 5.430 | 304.20 | 1.000 | bicubic | -8.888 | -3.668 | +4 |
60 | caformer_s36.sail_in22k_ft_in1k_384 | 384 | 78.370 | 21.630 | 94.310 | 5.690 | 39.30 | 1.000 | bicubic | -8.494 | -3.912 | +22 |
61 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 384 | 78.340 | 21.660 | 94.360 | 5.640 | 196.74 | 1.000 | bicubic | -8.798 | -3.870 | +8 |
62 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 384 | 78.310 | 21.690 | 94.640 | 5.360 | 196.74 | 1.000 | bicubic | -9.164 | -3.624 | -9 |
63 | regnety_320.swag_ft_in1k | 384 | 78.300 | 21.700 | 95.160 | 4.840 | 145.05 | 1.000 | bicubic | -8.560 | -3.196 | +20 |
64 | convnext_xlarge.fb_in22k_ft_in1k | 288 | 78.280 | 21.720 | 94.530 | 5.470 | 350.20 | 1.000 | bicubic | -9.094 | -3.800 | -4 |
65 | convformer_m36.sail_in22k_ft_in1k_384 | 384 | 78.240 | 21.760 | 94.310 | 5.690 | 57.05 | 1.000 | bicubic | -8.628 | -3.816 | +16 |
66 | vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 78.160 | 21.840 | 94.230 | 5.770 | 64.27 | 1.000 | bicubic | -9.276 | -4.028 | -9 |
67 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 384 | 78.150 | 21.850 | 94.420 | 5.580 | 116.09 | 1.000 | bicubic | -9.328 | -3.954 | -17 |
68 | volo_d5_512.sail_in1k | 512 | 78.150 | 21.850 | 94.230 | 5.770 | 296.09 | 1.150 | bicubic | -8.916 | -3.744 | +4 |
69 | convformer_b36.sail_in22k_ft_in1k | 224 | 78.150 | 21.850 | 94.190 | 5.810 | 99.88 | 1.000 | bicubic | -8.834 | -3.968 | +8 |
70 | convnext_large.fb_in22k_ft_in1k | 288 | 78.070 | 21.930 | 94.390 | 5.610 | 197.77 | 1.000 | bicubic | -8.944 | -3.822 | +3 |
71 | convnextv2_huge.fcmae_ft_in1k | 288 | 78.050 | 21.950 | 94.040 | 5.960 | 660.29 | 1.000 | bicubic | -8.568 | -3.928 | +25 |
72 | deit3_base_patch16_384.fb_in22k_ft_in1k | 384 | 77.950 | 22.050 | 94.220 | 5.780 | 86.88 | 1.000 | bicubic | -8.794 | -3.890 | +20 |
73 | tf_efficientnet_b7.ns_jft_in1k | 600 | 77.940 | 22.060 | 94.330 | 5.670 | 66.35 | 0.949 | bicubic | -8.912 | -3.750 | +11 |
74 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 77.930 | 22.070 | 94.040 | 5.960 | 116.14 | 0.950 | bicubic | -8.978 | -3.964 | +6 |
75 | volo_d5_448.sail_in1k | 448 | 77.920 | 22.080 | 94.130 | 5.870 | 295.91 | 1.150 | bicubic | -9.058 | -3.798 | +2 |
76 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 256 | 77.910 | 22.090 | 93.990 | 6.010 | 196.74 | 0.900 | bicubic | -9.024 | -4.114 | +3 |
77 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 384 | 77.890 | 22.110 | 94.630 | 5.370 | 197.96 | 1.000 | bicubic | -10.288 | -3.888 | -44 |
78 | convnext_xlarge.fb_in22k_ft_in1k | 224 | 77.880 | 22.120 | 94.000 | 6.000 | 350.20 | 0.875 | bicubic | -9.090 | -4.204 | 0 |
79 | caformer_m36.sail_in22k_ft_in1k | 224 | 77.870 | 22.130 | 93.970 | 6.030 | 56.20 | 1.000 | bicubic | -8.738 | -4.068 | +19 |
80 | vit_large_patch16_384.augreg_in21k_ft_in1k | 384 | 77.810 | 22.190 | 94.290 | 5.710 | 304.72 | 1.000 | bicubic | -9.284 | -4.016 | -10 |
81 | convnext_base.fb_in22k_ft_in1k_384 | 384 | 77.790 | 22.210 | 94.170 | 5.830 | 88.59 | 1.000 | bicubic | -9.036 | -4.074 | +5 |
82 | beit_base_patch16_384.in22k_ft_in22k_in1k | 384 | 77.770 | 22.230 | 94.320 | 5.680 | 86.74 | 1.000 | bicubic | -9.046 | -3.816 | +5 |
83 | nextvit_base.bd_ssld_6m_in1k_384 | 384 | 77.760 | 22.240 | 94.160 | 5.840 | 44.82 | 1.000 | bicubic | -8.604 | -3.880 | +38 |
84 | volo_d4_448.sail_in1k | 448 | 77.750 | 22.250 | 93.920 | 6.080 | 193.41 | 1.150 | bicubic | -9.040 | -3.960 | +5 |
85 | nextvit_large.bd_ssld_6m_in1k_384 | 384 | 77.730 | 22.270 | 94.360 | 5.640 | 57.87 | 1.000 | bicubic | -8.812 | -3.772 | +18 |
86 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 384 | 77.650 | 22.350 | 94.070 | 5.930 | 149.39 | 1.000 | bicubic | -9.658 | -4.264 | -24 |
87 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 384 | 77.630 | 22.370 | 94.330 | 5.670 | 88.59 | 1.000 | bicubic | -9.520 | -3.898 | -20 |
88 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 320 | 77.590 | 22.410 | 94.060 | 5.940 | 93.59 | 1.000 | bicubic | -9.132 | -4.122 | +5 |
89 | tf_efficientnetv2_xl.in21k_ft_in1k | 512 | 77.590 | 22.410 | 93.800 | 6.200 | 208.12 | 1.000 | bicubic | -9.158 | -4.214 | +2 |
90 | regnety_1280.swag_lc_in1k | 224 | 77.560 | 22.440 | 94.480 | 5.520 | 644.81 | 0.965 | bicubic | -8.406 | -3.372 | +67 |
91 | convnext_large.fb_in22k_ft_in1k | 224 | 77.560 | 22.440 | 93.970 | 6.030 | 197.77 | 0.875 | bicubic | -9.052 | -4.066 | +7 |
92 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 384 | 77.510 | 22.490 | 94.350 | 5.650 | 88.72 | 1.000 | bicubic | -10.128 | -4.066 | -45 |
93 | caformer_b36.sail_in1k_384 | 384 | 77.480 | 22.520 | 93.540 | 6.460 | 98.75 | 1.000 | bicubic | -8.924 | -4.284 | +22 |
94 | convformer_m36.sail_in22k_ft_in1k | 224 | 77.470 | 22.530 | 93.810 | 6.190 | 57.05 | 1.000 | bicubic | -8.682 | -4.042 | +46 |
95 | maxvit_base_tf_512.in1k | 512 | 77.460 | 22.540 | 93.900 | 6.100 | 119.88 | 1.000 | bicubic | -9.138 | -4.026 | +6 |
96 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 384 | 77.450 | 22.550 | 93.920 | 6.080 | 88.59 | 1.000 | bicubic | -9.038 | -4.042 | +14 |
97 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 288 | 77.450 | 22.550 | 93.780 | 6.220 | 93.59 | 0.950 | bicubic | -9.086 | -4.314 | +8 |
98 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 224 | 77.410 | 22.590 | 93.540 | 6.460 | 73.88 | 0.950 | bicubic | -9.130 | -4.356 | +6 |
99 | efficientvit_l3.r384_in1k | 384 | 77.410 | 22.590 | 93.300 | 6.700 | 246.04 | 1.000 | bicubic | -8.988 | -4.334 | +17 |
100 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 384 | 77.380 | 22.620 | 94.320 | 5.680 | 87.90 | 1.000 | bicubic | -9.058 | -3.748 | +13 |
101 | tf_efficientnetv2_l.in21k_ft_in1k | 480 | 77.380 | 22.620 | 94.230 | 5.770 | 118.52 | 1.000 | bicubic | -9.422 | -3.906 | -12 |
102 | hgnetv2_b6.ssld_stage2_ft_in1k | 288 | 77.360 | 22.640 | 94.240 | 5.760 | 75.26 | 1.000 | bicubic | -9.024 | -3.698 | +15 |
103 | vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k | 384 | 77.360 | 22.640 | 93.680 | 6.320 | 60.60 | 1.000 | bicubic | -9.242 | -4.342 | -2 |
104 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 288 | 77.340 | 22.660 | 93.810 | 6.190 | 93.59 | 1.000 | bicubic | -9.178 | -4.226 | +3 |
105 | hgnetv2_b6.ssld_stage1_in22k_in1k | 288 | 77.320 | 22.680 | 94.230 | 5.770 | 75.26 | 1.000 | bicubic | -8.978 | -3.858 | +19 |
106 | convnextv2_large.fcmae_ft_in22k_in1k | 288 | 77.280 | 22.720 | 94.230 | 5.770 | 197.96 | 1.000 | bicubic | -10.214 | -4.130 | -56 |
107 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 224 | 77.270 | 22.730 | 94.030 | 5.970 | 86.53 | 0.900 | bicubic | -9.224 | -4.026 | +2 |
108 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 256 | 77.270 | 22.730 | 94.020 | 5.980 | 87.92 | 0.900 | bicubic | -9.006 | -3.888 | +18 |
109 | efficientvit_l3.r320_in1k | 320 | 77.260 | 22.740 | 93.150 | 6.850 | 246.04 | 1.000 | bicubic | -8.970 | -4.306 | +20 |
110 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 384 | 77.240 | 22.760 | 93.660 | 6.340 | 86.86 | 1.000 | bicubic | -9.972 | -4.368 | -45 |
111 | caformer_m36.sail_in1k_384 | 384 | 77.240 | 22.760 | 93.630 | 6.370 | 56.20 | 1.000 | bicubic | -8.920 | -4.186 | +27 |
112 | maxvit_large_tf_512.in1k | 512 | 77.230 | 22.770 | 93.700 | 6.300 | 212.33 | 1.000 | bicubic | -9.304 | -4.180 | -7 |
113 | convnextv2_huge.fcmae_ft_in1k | 224 | 77.230 | 22.770 | 93.580 | 6.420 | 660.29 | 0.875 | bicubic | -9.030 | -4.172 | +15 |
114 | convnextv2_large.fcmae_ft_in22k_in1k | 224 | 77.210 | 22.790 | 93.970 | 6.030 | 197.96 | 0.875 | bicubic | -10.054 | -4.274 | -50 |
115 | volo_d3_448.sail_in1k | 448 | 77.190 | 22.810 | 94.030 | 5.970 | 86.63 | 1.000 | bicubic | -9.322 | -3.680 | -8 |
116 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 224 | 77.190 | 22.810 | 93.770 | 6.230 | 196.53 | 0.900 | bicubic | -9.140 | -4.112 | +7 |
117 | vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 77.190 | 22.810 | 93.600 | 6.400 | 64.11 | 0.950 | bicubic | -9.018 | -4.282 | +16 |
118 | tf_efficientnet_b6.ns_jft_in1k | 528 | 77.180 | 22.820 | 93.800 | 6.200 | 43.04 | 0.942 | bicubic | -9.296 | -4.068 | -6 |
119 | regnety_160.swag_ft_in1k | 384 | 77.160 | 22.840 | 94.560 | 5.440 | 83.59 | 1.000 | bicubic | -8.858 | -3.490 | +34 |
120 | convnextv2_base.fcmae_ft_in22k_in1k | 288 | 77.150 | 22.850 | 94.080 | 5.920 | 88.72 | 1.000 | bicubic | -9.848 | -4.084 | -46 |
121 | vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 77.140 | 22.860 | 93.780 | 6.220 | 64.11 | 0.950 | bicubic | -9.464 | -4.156 | -22 |
122 | coatnet_2_rw_224.sw_in12k_ft_in1k | 224 | 77.100 | 22.900 | 93.610 | 6.390 | 73.87 | 0.950 | bicubic | -9.480 | -4.286 | -20 |
123 | vit_base_patch16_clip_384.laion2b_ft_in1k | 384 | 77.070 | 22.930 | 93.870 | 6.130 | 86.86 | 1.000 | bicubic | -9.568 | -4.138 | -28 |
124 | convnextv2_base.fcmae_ft_in22k_in1k | 224 | 77.030 | 22.970 | 93.590 | 6.410 | 88.72 | 0.875 | bicubic | -9.722 | -4.430 | -34 |
125 | hgnetv2_b6.ssld_stage2_ft_in1k | 224 | 77.000 | 23.000 | 93.880 | 6.120 | 75.26 | 0.965 | bicubic | -9.206 | -3.930 | +9 |
126 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 384 | 76.990 | 23.010 | 93.750 | 6.250 | 86.86 | 0.950 | bicubic | -10.038 | -4.444 | -54 |
127 | convnext_base.fb_in22k_ft_in1k | 288 | 76.960 | 23.040 | 93.950 | 6.050 | 88.59 | 1.000 | bicubic | -9.338 | -3.990 | -4 |
128 | vit_base_patch16_clip_384.openai_ft_in1k | 384 | 76.920 | 23.080 | 93.680 | 6.320 | 86.86 | 1.000 | bicubic | -9.298 | -4.206 | +3 |
129 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 384 | 76.900 | 23.100 | 93.680 | 6.320 | 329.09 | 1.000 | bicubic | -9.284 | -3.994 | +7 |
130 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 224 | 76.890 | 23.110 | 93.560 | 6.440 | 116.09 | 0.950 | bicubic | -9.748 | -4.454 | -36 |
131 | maxvit_large_tf_384.in1k | 384 | 76.850 | 23.150 | 93.450 | 6.550 | 212.03 | 1.000 | bicubic | -9.386 | -4.240 | -3 |
132 | hiera_large_224.mae_in1k_ft_in1k | 224 | 76.850 | 23.150 | 93.200 | 6.800 | 213.74 | 0.900 | bicubic | -9.194 | -4.448 | +18 |
133 | cait_m48_448.fb_dist_in1k | 448 | 76.840 | 23.160 | 93.420 | 6.580 | 356.46 | 1.000 | bicubic | -9.642 | -4.326 | -22 |
134 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 224 | 76.830 | 23.170 | 93.640 | 6.360 | 86.58 | 0.900 | bicubic | -9.398 | -4.200 | -4 |
135 | convformer_s36.sail_in22k_ft_in1k_384 | 384 | 76.810 | 23.190 | 94.080 | 5.920 | 40.01 | 1.000 | bicubic | -9.570 | -3.896 | -16 |
136 | hgnetv2_b6.ssld_stage1_in22k_in1k | 224 | 76.790 | 23.210 | 93.860 | 6.140 | 75.26 | 0.965 | bicubic | -9.262 | -3.946 | +13 |
137 | hgnet_base.ssld_in1k | 288 | 76.780 | 23.220 | 93.480 | 6.520 | 71.58 | 1.000 | bicubic | -8.692 | -4.154 | +67 |
138 | tf_efficientnetv2_m.in21k_ft_in1k | 480 | 76.750 | 23.250 | 93.600 | 6.400 | 54.14 | 1.000 | bicubic | -9.264 | -4.356 | +16 |
139 | xcit_large_24_p8_384.fb_dist_in1k | 384 | 76.750 | 23.250 | 93.110 | 6.890 | 188.93 | 1.000 | bicubic | -9.276 | -4.580 | +13 |
140 | caformer_s36.sail_in22k_ft_in1k | 224 | 76.740 | 23.260 | 93.570 | 6.430 | 39.30 | 1.000 | bicubic | -9.048 | -4.258 | +35 |
141 | deit3_large_patch16_384.fb_in1k | 384 | 76.730 | 23.270 | 93.340 | 6.660 | 304.76 | 1.000 | bicubic | -9.088 | -4.262 | +30 |
142 | regnety_160.sw_in12k_ft_in1k | 288 | 76.710 | 23.290 | 93.770 | 6.230 | 83.59 | 1.000 | bicubic | -9.322 | -4.060 | +9 |
143 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 224 | 76.690 | 23.310 | 93.210 | 6.790 | 468.53 | 0.875 | bilinear | -8.408 | -4.232 | +104 |
144 | efficientvit_l2.r384_in1k | 384 | 76.680 | 23.320 | 93.100 | 6.900 | 63.71 | 1.000 | bicubic | -9.302 | -4.414 | +13 |
145 | tf_efficientnet_b5.ns_jft_in1k | 456 | 76.670 | 23.330 | 93.500 | 6.500 | 30.39 | 0.934 | bicubic | -9.432 | -4.250 | -2 |
146 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 256 | 76.660 | 23.340 | 94.010 | 5.990 | 88.59 | 1.000 | bicubic | -9.726 | -3.966 | -29 |
147 | convnextv2_large.fcmae_ft_in1k | 288 | 76.650 | 23.350 | 93.610 | 6.390 | 197.96 | 1.000 | bicubic | -9.476 | -4.208 | -6 |
148 | volo_d5_224.sail_in1k | 224 | 76.600 | 23.400 | 93.360 | 6.640 | 295.46 | 0.960 | bicubic | -9.478 | -4.218 | -2 |
149 | deit3_base_patch16_224.fb_in22k_ft_in1k | 224 | 76.560 | 23.440 | 93.560 | 6.440 | 86.59 | 1.000 | bicubic | -9.168 | -4.048 | +31 |
150 | maxvit_base_tf_384.in1k | 384 | 76.560 | 23.440 | 93.490 | 6.510 | 119.65 | 1.000 | bicubic | -9.734 | -4.314 | -24 |
151 | tiny_vit_21m_512.dist_in22k_ft_in1k | 512 | 76.560 | 23.440 | 93.460 | 6.540 | 21.27 | 1.000 | bicubic | -9.892 | -4.424 | -37 |
152 | regnety_160.lion_in12k_ft_in1k | 288 | 76.530 | 23.470 | 93.830 | 6.170 | 83.59 | 1.000 | bicubic | -9.480 | -4.016 | +3 |
153 | maxvit_small_tf_512.in1k | 512 | 76.520 | 23.480 | 93.220 | 6.780 | 69.13 | 1.000 | bicubic | -9.584 | -4.538 | -12 |
154 | rdnet_large.nv_in1k_ft_in1k_384 | 384 | 76.520 | 23.480 | 93.080 | 6.920 | 186.27 | 1.000 | bicubic | -9.328 | -4.604 | +14 |
155 | nextvit_small.bd_ssld_6m_in1k_384 | 384 | 76.460 | 23.540 | 93.870 | 6.130 | 31.76 | 1.000 | bicubic | -9.496 | -4.030 | +4 |
156 | beitv2_base_patch16_224.in1k_ft_in1k | 224 | 76.460 | 23.540 | 92.900 | 7.100 | 86.53 | 0.900 | bicubic | -9.136 | -4.614 | +36 |
157 | efficientvit_l3.r256_in1k | 256 | 76.450 | 23.550 | 92.620 | 7.380 | 246.04 | 1.000 | bicubic | -9.504 | -4.718 | +5 |
158 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 224 | 76.440 | 23.560 | 93.420 | 6.580 | 93.59 | 0.875 | bicubic | -9.516 | -4.404 | +3 |
159 | convnext_base.clip_laion2b_augreg_ft_in1k | 256 | 76.420 | 23.580 | 93.580 | 6.420 | 88.59 | 1.000 | bicubic | -9.764 | -4.348 | -22 |
160 | convformer_m36.sail_in1k_384 | 384 | 76.410 | 23.590 | 93.100 | 6.900 | 57.05 | 1.000 | bicubic | -9.170 | -4.448 | +33 |
161 | vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k | 256 | 76.410 | 23.590 | 92.900 | 7.100 | 60.40 | 0.950 | bicubic | -9.318 | -4.846 | +23 |
162 | cait_m36_384.fb_dist_in1k | 384 | 76.370 | 23.630 | 93.030 | 6.970 | 271.22 | 1.000 | bicubic | -9.694 | -4.702 | -15 |
163 | caformer_s36.sail_in1k_384 | 384 | 76.360 | 23.640 | 93.430 | 6.570 | 39.30 | 1.000 | bicubic | -9.396 | -4.238 | +17 |
164 | convnext_small.in12k_ft_in1k_384 | 384 | 76.350 | 23.650 | 93.360 | 6.640 | 50.22 | 1.000 | bicubic | -9.836 | -4.560 | -29 |
165 | xcit_medium_24_p8_384.fb_dist_in1k | 384 | 76.300 | 23.700 | 92.990 | 7.010 | 84.32 | 1.000 | bicubic | -9.542 | -4.612 | +3 |
166 | tiny_vit_21m_384.dist_in22k_ft_in1k | 384 | 76.290 | 23.710 | 93.020 | 6.980 | 21.23 | 1.000 | bicubic | -9.804 | -4.692 | -21 |
167 | efficientvit_l2.r288_in1k | 288 | 76.270 | 23.730 | 92.800 | 7.200 | 63.71 | 1.000 | bicubic | -9.344 | -4.560 | +22 |
168 | nextvit_large.bd_ssld_6m_in1k | 224 | 76.260 | 23.740 | 93.330 | 6.670 | 57.87 | 0.950 | bicubic | -9.264 | -4.346 | +31 |
169 | convformer_b36.sail_in1k_384 | 384 | 76.250 | 23.750 | 92.750 | 7.250 | 99.88 | 1.000 | bicubic | -9.528 | -4.770 | +7 |
170 | volo_d2_384.sail_in1k | 384 | 76.240 | 23.760 | 93.170 | 6.830 | 58.87 | 1.000 | bicubic | -9.818 | -4.414 | -22 |
171 | hgnetv2_b5.ssld_stage1_in22k_in1k | 288 | 76.210 | 23.790 | 93.360 | 6.640 | 39.57 | 1.000 | bicubic | -8.714 | -4.154 | +98 |
172 | vit_large_patch16_224.augreg_in21k_ft_in1k | 224 | 76.180 | 23.820 | 93.510 | 6.490 | 304.33 | 0.900 | bicubic | -9.670 | -4.316 | -7 |
173 | maxvit_tiny_tf_512.in1k | 512 | 76.180 | 23.820 | 93.060 | 6.940 | 31.05 | 1.000 | bicubic | -9.480 | -4.532 | +14 |
174 | convnext_small.fb_in22k_ft_in1k_384 | 384 | 76.170 | 23.830 | 93.590 | 6.410 | 50.22 | 1.000 | bicubic | -9.584 | -4.292 | +7 |
175 | tf_efficientnetv2_l.in21k_ft_in1k | 384 | 76.170 | 23.830 | 93.350 | 6.650 | 118.52 | 1.000 | bicubic | -9.662 | -4.420 | -5 |
176 | convnext_base.fb_in22k_ft_in1k | 224 | 76.160 | 23.840 | 93.350 | 6.650 | 88.59 | 0.875 | bicubic | -9.656 | -4.504 | -4 |
177 | dm_nfnet_f6.dm_in1k | 576 | 76.160 | 23.840 | 93.200 | 6.800 | 438.36 | 0.956 | bicubic | -10.212 | -4.692 | -57 |
178 | vit_base_patch16_384.augreg_in21k_ft_in1k | 384 | 76.150 | 23.850 | 93.590 | 6.410 | 86.86 | 1.000 | bicubic | -9.856 | -4.410 | -22 |
179 | regnety_160.lion_in12k_ft_in1k | 224 | 76.130 | 23.870 | 93.300 | 6.700 | 83.59 | 0.950 | bicubic | -9.472 | -4.368 | +10 |
180 | volo_d4_224.sail_in1k | 224 | 76.130 | 23.870 | 93.080 | 6.920 | 192.96 | 0.960 | bicubic | -9.742 | -4.376 | -15 |
181 | caformer_s18.sail_in22k_ft_in1k_384 | 384 | 76.090 | 23.910 | 93.630 | 6.370 | 26.34 | 1.000 | bicubic | -9.334 | -3.952 | +28 |
182 | vit_base_patch16_clip_224.openai_ft_in1k | 224 | 76.090 | 23.910 | 93.020 | 6.980 | 86.57 | 0.900 | bicubic | -9.196 | -4.420 | +39 |
183 | convnextv2_large.fcmae_ft_in1k | 224 | 76.080 | 23.920 | 93.140 | 6.860 | 197.96 | 0.875 | bicubic | -9.682 | -4.446 | -6 |
184 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 224 | 76.080 | 23.920 | 92.930 | 7.070 | 86.57 | 0.950 | bicubic | -10.130 | -4.826 | -51 |
185 | flexivit_large.1200ep_in1k | 240 | 76.050 | 23.950 | 93.010 | 6.990 | 304.36 | 0.950 | bicubic | -9.594 | -4.536 | +3 |
186 | xcit_large_24_p8_224.fb_dist_in1k | 224 | 76.050 | 23.950 | 92.710 | 7.290 | 188.93 | 1.000 | bicubic | -9.352 | -4.708 | +28 |
187 | regnety_160.sw_in12k_ft_in1k | 224 | 76.040 | 23.960 | 93.050 | 6.950 | 83.59 | 0.950 | bicubic | -9.554 | -4.618 | +5 |
188 | flexivit_large.600ep_in1k | 240 | 76.020 | 23.980 | 92.790 | 7.210 | 304.36 | 0.950 | bicubic | -9.510 | -4.704 | +10 |
189 | maxvit_small_tf_384.in1k | 384 | 76.020 | 23.980 | 92.610 | 7.390 | 69.02 | 1.000 | bicubic | -9.514 | -4.848 | +8 |
190 | cait_s36_384.fb_dist_in1k | 384 | 76.010 | 23.990 | 92.920 | 7.080 | 68.37 | 1.000 | bicubic | -9.448 | -4.560 | +15 |
191 | tf_efficientnetv2_l.in1k | 480 | 76.000 | 24.000 | 93.040 | 6.960 | 118.52 | 1.000 | bicubic | -9.660 | -4.432 | -4 |
192 | tf_efficientnet_b7.ap_in1k | 600 | 75.990 | 24.010 | 92.930 | 7.070 | 66.35 | 0.949 | bicubic | -9.142 | -4.326 | +50 |
193 | efficientvit_l3.r224_in1k | 224 | 75.960 | 24.040 | 92.460 | 7.540 | 246.04 | 1.000 | bicubic | -9.852 | -4.750 | -20 |
194 | tf_efficientnet_b8.ap_in1k | 672 | 75.950 | 24.050 | 92.650 | 7.350 | 87.41 | 0.954 | bicubic | -9.416 | -4.648 | +23 |
195 | convformer_s36.sail_in1k_384 | 384 | 75.940 | 24.060 | 93.070 | 6.930 | 40.01 | 1.000 | bicubic | -9.440 | -4.400 | +20 |
196 | tf_efficientnetv2_xl.in21k_ft_in1k | 384 | 75.900 | 24.100 | 92.820 | 7.180 | 208.12 | 1.000 | bicubic | -9.662 | -4.630 | -1 |
197 | hgnet_base.ssld_in1k | 224 | 75.890 | 24.110 | 92.790 | 7.210 | 71.58 | 0.965 | bicubic | -9.022 | -4.550 | +74 |
198 | hgnetv2_b5.ssld_stage2_ft_in1k | 288 | 75.880 | 24.120 | 93.520 | 6.480 | 39.57 | 1.000 | bicubic | -9.270 | -4.080 | +40 |
199 | dm_nfnet_f6.dm_in1k | 448 | 75.880 | 24.120 | 93.000 | 7.000 | 438.36 | 0.956 | bicubic | -10.274 | -4.768 | -59 |
200 | dm_nfnet_f4.dm_in1k | 512 | 75.850 | 24.150 | 92.990 | 7.010 | 316.07 | 0.951 | bicubic | -10.010 | -4.662 | -35 |
201 | efficientvit_l2.r256_in1k | 256 | 75.850 | 24.150 | 92.490 | 7.510 | 63.71 | 1.000 | bicubic | -9.518 | -4.766 | +15 |
202 | eva02_small_patch14_336.mim_in22k_ft_in1k | 336 | 75.840 | 24.160 | 92.790 | 7.210 | 22.13 | 1.000 | bicubic | -9.920 | -4.820 | -23 |
203 | vit_base_patch8_224.augreg_in21k_ft_in1k | 224 | 75.830 | 24.170 | 93.390 | 6.610 | 86.58 | 0.900 | bicubic | -10.006 | -4.384 | -36 |
204 | xcit_large_24_p16_384.fb_dist_in1k | 384 | 75.830 | 24.170 | 92.780 | 7.220 | 189.10 | 1.000 | bicubic | -9.946 | -4.748 | -27 |
205 | flexivit_large.300ep_in1k | 240 | 75.830 | 24.170 | 92.670 | 7.330 | 304.36 | 0.950 | bicubic | -9.452 | -4.734 | +18 |
206 | xcit_small_24_p8_384.fb_dist_in1k | 384 | 75.810 | 24.190 | 92.960 | 7.040 | 47.63 | 1.000 | bicubic | -9.772 | -4.612 | -13 |
207 | deit3_huge_patch14_224.fb_in1k | 224 | 75.800 | 24.200 | 92.730 | 7.270 | 632.13 | 0.900 | bicubic | -9.422 | -4.636 | +22 |
208 | convformer_s36.sail_in22k_ft_in1k | 224 | 75.790 | 24.210 | 93.330 | 6.670 | 40.01 | 1.000 | bicubic | -9.634 | -4.144 | +3 |
209 | efficientnet_b5.sw_in12k_ft_in1k | 448 | 75.780 | 24.220 | 93.160 | 6.840 | 30.39 | 1.000 | bicubic | -10.112 | -4.582 | -46 |
210 | vit_base_patch16_clip_224.laion2b_ft_in1k | 224 | 75.750 | 24.250 | 92.890 | 7.110 | 86.57 | 1.000 | bicubic | -9.744 | -4.682 | -8 |
211 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 224 | 75.720 | 24.280 | 92.930 | 7.070 | 86.57 | 0.950 | bicubic | -10.242 | -4.788 | -52 |
212 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 384 | 75.710 | 24.290 | 92.940 | 7.060 | 39.03 | 0.950 | bicubic | -9.844 | -4.700 | -16 |
213 | beit_base_patch16_224.in22k_ft_in22k_in1k | 224 | 75.700 | 24.300 | 93.430 | 6.570 | 86.53 | 0.900 | bicubic | -9.544 | -4.222 | +11 |
214 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 224 | 75.700 | 24.300 | 93.210 | 6.790 | 87.77 | 0.900 | bicubic | -9.570 | -4.358 | +10 |
215 | volo_d1_384.sail_in1k | 384 | 75.700 | 24.300 | 92.990 | 7.010 | 26.78 | 1.000 | bicubic | -9.566 | -4.228 | +10 |
216 | volo_d3_224.sail_in1k | 224 | 75.690 | 24.310 | 92.980 | 7.020 | 86.33 | 0.960 | bicubic | -9.752 | -4.296 | -9 |
217 | caformer_b36.sail_in1k | 224 | 75.690 | 24.310 | 92.680 | 7.320 | 98.75 | 1.000 | bicubic | -9.812 | -4.636 | -17 |
218 | hgnetv2_b5.ssld_stage1_in22k_in1k | 224 | 75.680 | 24.320 | 92.730 | 7.270 | 39.57 | 0.965 | bicubic | -8.776 | -4.098 | +102 |
219 | xcit_medium_24_p8_224.fb_dist_in1k | 224 | 75.660 | 24.340 | 92.780 | 7.220 | 84.32 | 1.000 | bicubic | -9.416 | -4.494 | +32 |
220 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 224 | 75.650 | 24.350 | 92.940 | 7.060 | 194.03 | 0.875 | bilinear | -8.514 | -4.248 | +146 |
221 | regnety_120.sw_in12k_ft_in1k | 288 | 75.630 | 24.370 | 92.940 | 7.060 | 51.82 | 1.000 | bicubic | -9.812 | -4.632 | -15 |
222 | hgnetv2_b5.ssld_stage2_ft_in1k | 224 | 75.610 | 24.390 | 92.900 | 7.100 | 39.57 | 0.965 | bicubic | -9.200 | -4.400 | +60 |
223 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 448 | 75.610 | 24.390 | 92.830 | 7.170 | 88.34 | 1.000 | bicubic | -10.190 | -4.802 | -49 |
224 | vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 75.600 | 24.400 | 92.490 | 7.510 | 60.40 | 0.950 | bicubic | -9.824 | -5.222 | -12 |
225 | hiera_base_plus_224.mae_in1k_ft_in1k | 224 | 75.580 | 24.420 | 92.470 | 7.530 | 69.90 | 0.900 | bicubic | -9.554 | -4.688 | +16 |
226 | hrnet_w48_ssld.paddle_in1k | 288 | 75.570 | 24.430 | 92.850 | 7.150 | 77.47 | 1.000 | bilinear | -8.914 | -4.376 | +89 |
227 | convnextv2_base.fcmae_ft_in1k | 288 | 75.560 | 24.440 | 92.830 | 7.170 | 88.72 | 1.000 | bicubic | -9.930 | -4.550 | -24 |
228 | caformer_m36.sail_in1k | 224 | 75.560 | 24.440 | 92.350 | 7.650 | 56.20 | 1.000 | bicubic | -9.680 | -4.856 | -1 |
229 | convnext_small.fb_in22k_ft_in1k | 288 | 75.540 | 24.460 | 93.200 | 6.800 | 50.22 | 1.000 | bicubic | -9.736 | -4.478 | -7 |
230 | regnety_320.swag_lc_in1k | 224 | 75.520 | 24.480 | 93.800 | 6.200 | 145.05 | 0.965 | bicubic | -9.112 | -3.684 | +68 |
231 | tf_efficientnet_b4.ns_jft_in1k | 380 | 75.520 | 24.480 | 92.850 | 7.150 | 19.34 | 0.922 | bicubic | -9.656 | -4.478 | +4 |
232 | nextvit_base.bd_ssld_6m_in1k | 224 | 75.500 | 24.500 | 93.180 | 6.820 | 44.82 | 0.950 | bicubic | -9.682 | -4.414 | +2 |
233 | regnetz_e8.ra3_in1k | 320 | 75.470 | 24.530 | 92.550 | 7.450 | 57.70 | 1.000 | bicubic | -9.570 | -4.732 | +21 |
234 | inception_next_base.sail_in1k_384 | 384 | 75.470 | 24.530 | 92.530 | 7.470 | 86.67 | 1.000 | bicubic | -9.730 | -4.894 | -3 |
235 | volo_d2_224.sail_in1k | 224 | 75.470 | 24.530 | 92.480 | 7.520 | 58.68 | 0.960 | bicubic | -9.732 | -4.706 | -2 |
236 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 224 | 75.460 | 24.540 | 92.680 | 7.320 | 88.79 | 0.875 | bilinear | -8.822 | -4.494 | +115 |
237 | dm_nfnet_f3.dm_in1k | 416 | 75.430 | 24.570 | 92.900 | 7.100 | 254.92 | 0.940 | bicubic | -10.242 | -4.678 | -52 |
238 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 384 | 75.420 | 24.580 | 92.740 | 7.260 | 98.95 | 1.000 | bicubic | -9.574 | -4.564 | +21 |
239 | dm_nfnet_f5.dm_in1k | 544 | 75.410 | 24.590 | 92.770 | 7.230 | 377.21 | 0.954 | bicubic | -10.690 | -4.916 | -95 |
240 | deit_base_distilled_patch16_384.fb_in1k | 384 | 75.400 | 24.600 | 92.520 | 7.480 | 87.63 | 1.000 | bicubic | -10.028 | -4.808 | -31 |
241 | cait_s24_384.fb_dist_in1k | 384 | 75.380 | 24.620 | 92.520 | 7.480 | 47.06 | 1.000 | bicubic | -9.662 | -4.830 | +13 |
242 | tf_efficientnet_b6.ap_in1k | 528 | 75.370 | 24.630 | 92.300 | 7.700 | 43.04 | 0.942 | bicubic | -9.422 | -4.834 | +42 |
243 | tf_efficientnetv2_m.in21k_ft_in1k | 384 | 75.340 | 24.660 | 92.660 | 7.340 | 54.14 | 1.000 | bicubic | -9.428 | -4.780 | +44 |
244 | tf_efficientnetv2_l.in1k | 384 | 75.330 | 24.670 | 92.330 | 7.670 | 118.52 | 1.000 | bicubic | -9.866 | -4.946 | -11 |
245 | convnext_small.in12k_ft_in1k | 224 | 75.320 | 24.680 | 92.800 | 7.200 | 50.22 | 0.950 | bicubic | -9.844 | -4.702 | -8 |
246 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 384 | 75.320 | 24.680 | 92.690 | 7.310 | 88.30 | 1.000 | bicubic | -10.090 | -4.970 | -34 |
247 | hgnet_small.ssld_in1k | 288 | 75.320 | 24.680 | 92.660 | 7.340 | 24.36 | 1.000 | bicubic | -9.058 | -4.470 | +94 |
248 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 224 | 75.310 | 24.690 | 93.270 | 6.730 | 86.57 | 0.900 | bicubic | -9.800 | -4.268 | -5 |
249 | vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k | 256 | 75.290 | 24.710 | 92.410 | 7.590 | 38.88 | 0.950 | bicubic | -9.654 | -4.978 | +14 |
250 | dm_nfnet_f4.dm_in1k | 384 | 75.280 | 24.720 | 92.450 | 7.550 | 316.07 | 0.951 | bicubic | -10.216 | -5.040 | -49 |
251 | dm_nfnet_f5.dm_in1k | 416 | 75.270 | 24.730 | 92.490 | 7.510 | 377.21 | 0.954 | bicubic | -10.446 | -5.062 | -67 |
252 | efficientvit_l2.r224_in1k | 224 | 75.260 | 24.740 | 92.010 | 7.990 | 63.71 | 1.000 | bicubic | -9.784 | -5.088 | +1 |
253 | caformer_s18.sail_in1k_384 | 384 | 75.230 | 24.770 | 92.640 | 7.360 | 26.34 | 1.000 | bicubic | -9.806 | -4.720 | +3 |
254 | coat_lite_medium_384.in1k | 384 | 75.210 | 24.790 | 92.210 | 7.790 | 44.57 | 1.000 | bicubic | -9.684 | -5.166 | +19 |
255 | nextvit_small.bd_ssld_6m_in1k | 224 | 75.200 | 24.800 | 92.820 | 7.180 | 31.76 | 0.950 | bicubic | -9.656 | -4.560 | +23 |
256 | xcit_medium_24_p16_384.fb_dist_in1k | 384 | 75.190 | 24.810 | 92.320 | 7.680 | 84.40 | 1.000 | bicubic | -10.244 | -5.088 | -48 |
257 | tf_efficientnetv2_m.in1k | 480 | 75.140 | 24.860 | 92.630 | 7.370 | 54.14 | 1.000 | bicubic | -10.070 | -4.734 | -27 |
258 | deit3_small_patch16_384.fb_in22k_ft_in1k | 384 | 75.130 | 24.870 | 92.810 | 7.190 | 22.21 | 1.000 | bicubic | -9.712 | -4.672 | +20 |
259 | efficientnetv2_rw_m.agc_in1k | 416 | 75.130 | 24.870 | 92.540 | 7.460 | 53.24 | 1.000 | bicubic | -9.694 | -4.610 | +23 |
260 | regnety_2560.seer_ft_in1k | 384 | 75.100 | 24.900 | 92.710 | 7.290 | 1,282.60 | 1.000 | bicubic | -10.046 | -4.734 | -20 |
261 | rdnet_large.nv_in1k | 224 | 75.100 | 24.900 | 92.140 | 7.860 | 186.27 | 0.900 | bicubic | -9.694 | -5.014 | +22 |
262 | dm_nfnet_f2.dm_in1k | 352 | 75.080 | 24.920 | 92.300 | 7.700 | 193.78 | 0.920 | bicubic | -10.096 | -5.188 | -26 |
263 | deit3_large_patch16_224.fb_in1k | 224 | 75.070 | 24.930 | 92.220 | 7.780 | 304.37 | 0.900 | bicubic | -9.708 | -4.826 | +23 |
264 | convformer_s18.sail_in22k_ft_in1k_384 | 384 | 75.050 | 24.950 | 93.020 | 6.980 | 26.77 | 1.000 | bicubic | -9.976 | -4.560 | -7 |
265 | xcit_small_12_p8_384.fb_dist_in1k | 384 | 75.040 | 24.960 | 92.450 | 7.550 | 26.21 | 1.000 | bicubic | -10.032 | -4.812 | -14 |
266 | mvitv2_large.fb_in1k | 224 | 75.040 | 24.960 | 92.270 | 7.730 | 217.99 | 0.900 | bicubic | -10.224 | -4.918 | -40 |
267 | tiny_vit_21m_224.dist_in22k_ft_in1k | 224 | 75.010 | 24.990 | 92.560 | 7.440 | 21.20 | 0.950 | bicubic | -10.078 | -4.796 | -18 |
268 | convnextv2_base.fcmae_ft_in1k | 224 | 74.990 | 25.010 | 92.290 | 7.710 | 88.72 | 0.875 | bicubic | -9.898 | -4.790 | +6 |
269 | xcit_small_24_p8_224.fb_dist_in1k | 224 | 74.980 | 25.020 | 92.400 | 7.600 | 47.63 | 1.000 | bicubic | -9.896 | -4.800 | +6 |
270 | convnext_small.in12k_ft_in1k | 288 | 74.970 | 25.030 | 92.610 | 7.390 | 50.22 | 1.000 | bicubic | -10.354 | -4.944 | -51 |
271 | regnety_120.sw_in12k_ft_in1k | 224 | 74.910 | 25.090 | 92.590 | 7.410 | 51.82 | 0.950 | bicubic | -10.076 | -4.832 | -11 |
272 | hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k | 256 | 74.910 | 25.090 | 92.390 | 7.610 | 34.36 | 0.950 | bicubic | -9.990 | -4.864 | +1 |
273 | efficientnetv2_rw_m.agc_in1k | 320 | 74.900 | 25.100 | 92.090 | 7.910 | 53.24 | 1.000 | bicubic | -9.394 | -4.786 | +75 |
274 | convnext_large.fb_in1k | 288 | 74.900 | 25.100 | 92.080 | 7.920 | 197.77 | 1.000 | bicubic | -9.962 | -5.130 | +4 |
275 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 224 | 74.890 | 25.110 | 91.940 | 8.060 | 41.72 | 0.950 | bicubic | -10.050 | -5.028 | -11 |
276 | ecaresnet269d.ra2_in1k | 352 | 74.870 | 25.130 | 92.770 | 7.230 | 102.09 | 1.000 | bicubic | -10.102 | -4.454 | -14 |
277 | maxvit_tiny_tf_384.in1k | 384 | 74.870 | 25.130 | 92.380 | 7.620 | 30.98 | 1.000 | bicubic | -10.232 | -4.938 | -32 |
278 | convformer_b36.sail_in1k | 224 | 74.840 | 25.160 | 91.640 | 8.360 | 99.88 | 1.000 | bicubic | -9.990 | -5.310 | +2 |
279 | convnext_small.fb_in22k_ft_in1k | 224 | 74.800 | 25.200 | 92.900 | 7.100 | 50.22 | 0.875 | bicubic | -9.782 | -4.514 | +24 |
280 | ecaresnet269d.ra2_in1k | 320 | 74.800 | 25.200 | 92.440 | 7.560 | 102.09 | 0.950 | bicubic | -9.920 | -4.742 | +11 |
281 | convnext_tiny.in12k_ft_in1k_384 | 384 | 74.790 | 25.210 | 92.830 | 7.170 | 28.59 | 1.000 | bicubic | -10.364 | -4.804 | -43 |
282 | deit3_base_patch16_384.fb_in1k | 384 | 74.790 | 25.210 | 92.170 | 7.830 | 86.88 | 1.000 | bicubic | -10.296 | -5.078 | -32 |
283 | convformer_s18.sail_in1k_384 | 384 | 74.770 | 25.230 | 92.530 | 7.470 | 26.77 | 1.000 | bicubic | -9.624 | -4.582 | +54 |
284 | maxxvit_rmlp_small_rw_256.sw_in1k | 256 | 74.750 | 25.250 | 91.910 | 8.090 | 66.01 | 0.950 | bicubic | -9.890 | -5.152 | +13 |
285 | dm_nfnet_f3.dm_in1k | 320 | 74.710 | 25.290 | 91.920 | 8.080 | 254.92 | 0.940 | bicubic | -10.386 | -5.466 | -37 |
286 | maxvit_large_tf_224.in1k | 224 | 74.690 | 25.310 | 91.810 | 8.190 | 211.79 | 0.950 | bicubic | -10.244 | -5.170 | -19 |
287 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 224 | 74.680 | 25.320 | 92.550 | 7.450 | 38.85 | 1.000 | bicubic | -9.886 | -4.628 | +18 |
288 | hrnet_w48_ssld.paddle_in1k | 224 | 74.680 | 25.320 | 92.080 | 7.920 | 77.47 | 0.950 | bilinear | -8.998 | -4.768 | +161 |
289 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 544 | 74.680 | 25.320 | 91.920 | 8.080 | 32.59 | 1.000 | bicubic | -10.310 | -5.364 | -29 |
290 | xcit_small_24_p16_384.fb_dist_in1k | 384 | 74.650 | 25.350 | 92.530 | 7.470 | 47.67 | 1.000 | bicubic | -10.452 | -4.852 | -44 |
291 | regnetz_e8.ra3_in1k | 256 | 74.630 | 25.370 | 91.870 | 8.130 | 57.70 | 0.940 | bicubic | -9.788 | -5.116 | +42 |
292 | hiera_base_224.mae_in1k_ft_in1k | 224 | 74.630 | 25.370 | 91.850 | 8.150 | 51.52 | 0.900 | bicubic | -9.896 | -5.190 | +21 |
293 | caformer_s36.sail_in1k | 224 | 74.620 | 25.380 | 92.020 | 7.980 | 39.30 | 1.000 | bicubic | -9.924 | -4.990 | +16 |
294 | eca_nfnet_l2.ra3_in1k | 384 | 74.600 | 25.400 | 92.680 | 7.320 | 56.72 | 1.000 | bicubic | -10.106 | -4.576 | -2 |
295 | tf_efficientnet_b8.ra_in1k | 672 | 74.560 | 25.440 | 92.170 | 7.830 | 87.41 | 0.954 | bicubic | -10.796 | -5.218 | -79 |
296 | xcit_large_24_p16_224.fb_dist_in1k | 224 | 74.560 | 25.440 | 91.990 | 8.010 | 189.10 | 1.000 | bicubic | -10.376 | -5.138 | -30 |
297 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 256 | 74.560 | 25.440 | 91.880 | 8.120 | 38.86 | 0.950 | bicubic | -9.890 | -5.338 | +27 |
298 | vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 74.550 | 25.450 | 91.600 | 8.400 | 63.95 | 0.950 | bicubic | -9.772 | -5.212 | +46 |
299 | regnety_160.swag_lc_in1k | 224 | 74.500 | 25.500 | 93.040 | 6.960 | 83.59 | 0.965 | bicubic | -9.308 | -3.620 | +122 |
300 | gcvit_base.in1k | 224 | 74.490 | 25.510 | 91.780 | 8.220 | 90.32 | 0.875 | bicubic | -9.964 | -5.070 | +22 |
301 | nextvit_large.bd_in1k_384 | 384 | 74.480 | 25.520 | 92.540 | 7.460 | 57.87 | 1.000 | bicubic | -10.454 | -4.758 | -35 |
302 | tf_efficientnet_b7.ra_in1k | 600 | 74.470 | 25.530 | 92.130 | 7.870 | 66.35 | 0.949 | bicubic | -10.460 | -5.070 | -34 |
303 | convnext_tiny.in12k_ft_in1k | 288 | 74.460 | 25.540 | 92.600 | 7.400 | 28.59 | 1.000 | bicubic | -9.988 | -4.728 | +21 |
304 | maxvit_rmlp_small_rw_224.sw_in1k | 224 | 74.460 | 25.540 | 91.480 | 8.520 | 64.90 | 0.900 | bicubic | -10.024 | -5.294 | +12 |
305 | fastvit_ma36.apple_dist_in1k | 256 | 74.450 | 25.550 | 91.940 | 8.060 | 44.07 | 0.950 | bicubic | -10.156 | -5.066 | -5 |
306 | caformer_s18.sail_in22k_ft_in1k | 224 | 74.440 | 25.560 | 92.520 | 7.480 | 26.34 | 1.000 | bicubic | -9.646 | -4.668 | +70 |
307 | davit_base.msft_in1k | 224 | 74.410 | 25.590 | 91.700 | 8.300 | 87.95 | 0.950 | bicubic | -10.240 | -5.318 | -11 |
308 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 480 | 74.400 | 25.600 | 92.090 | 7.910 | 32.59 | 1.000 | bicubic | -10.380 | -5.252 | -24 |
309 | dm_nfnet_f1.dm_in1k | 320 | 74.400 | 25.600 | 92.020 | 7.980 | 132.63 | 0.910 | bicubic | -10.296 | -5.160 | -15 |
310 | convformer_m36.sail_in1k | 224 | 74.390 | 25.610 | 91.480 | 8.520 | 57.05 | 1.000 | bicubic | -10.096 | -5.386 | +4 |
311 | rexnetr_300.sw_in12k_ft_in1k | 288 | 74.380 | 25.620 | 92.460 | 7.540 | 34.81 | 1.000 | bicubic | -10.206 | -4.818 | -10 |
312 | xcit_small_12_p16_384.fb_dist_in1k | 384 | 74.380 | 25.620 | 92.130 | 7.870 | 26.25 | 1.000 | bicubic | -10.356 | -5.006 | -23 |
313 | tf_efficientnet_b5.ap_in1k | 456 | 74.360 | 25.640 | 91.920 | 8.080 | 30.39 | 0.934 | bicubic | -9.894 | -5.058 | +43 |
314 | regnetz_040_h.ra3_in1k | 320 | 74.340 | 25.660 | 92.230 | 7.770 | 28.94 | 1.000 | bicubic | -10.170 | -4.786 | -1 |
315 | rdnet_base.nv_in1k | 224 | 74.330 | 25.670 | 91.820 | 8.180 | 87.45 | 0.900 | bicubic | -10.038 | -5.052 | +26 |
316 | tf_efficientnetv2_s.in21k_ft_in1k | 384 | 74.320 | 25.680 | 92.390 | 7.610 | 21.46 | 1.000 | bicubic | -9.996 | -4.878 | +29 |
317 | hgnet_small.ssld_in1k | 224 | 74.310 | 25.690 | 92.090 | 7.910 | 24.36 | 0.965 | bicubic | -9.500 | -4.778 | +103 |
318 | maxvit_base_tf_224.in1k | 224 | 74.310 | 25.690 | 91.870 | 8.130 | 119.47 | 0.950 | bicubic | -10.560 | -5.134 | -42 |
319 | regnetz_040.ra3_in1k | 320 | 74.300 | 25.700 | 91.800 | 8.200 | 27.12 | 1.000 | bicubic | -9.956 | -5.134 | +36 |
320 | eca_nfnet_l2.ra3_in1k | 320 | 74.270 | 25.730 | 92.320 | 7.680 | 56.72 | 0.900 | bicubic | -9.886 | -4.412 | +47 |
321 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 448 | 74.270 | 25.730 | 91.630 | 8.370 | 37.76 | 1.000 | bicubic | -10.094 | -5.278 | +21 |
322 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 384 | 74.260 | 25.740 | 92.480 | 7.520 | 88.30 | 0.950 | bicubic | -10.966 | -4.918 | -94 |
323 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 224 | 74.260 | 25.740 | 92.330 | 7.670 | 328.99 | 0.900 | bicubic | -10.172 | -4.822 | +7 |
324 | resnest200e.in1k | 320 | 74.250 | 25.750 | 91.870 | 8.130 | 70.20 | 0.909 | bicubic | -9.622 | -5.006 | +84 |
325 | mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k | 448 | 74.230 | 25.770 | 91.610 | 8.390 | 32.59 | 0.950 | bicubic | -10.438 | -5.498 | -30 |
326 | hgnetv2_b4.ssld_stage2_ft_in1k | 288 | 74.220 | 25.780 | 92.540 | 7.460 | 19.80 | 1.000 | bicubic | -9.714 | -4.524 | +67 |
327 | coatnet_rmlp_2_rw_224.sw_in1k | 224 | 74.210 | 25.790 | 91.240 | 8.760 | 73.88 | 0.950 | bicubic | -10.392 | -5.506 | -26 |
328 | resmlp_big_24_224.fb_in22k_ft_in1k | 224 | 74.200 | 25.800 | 92.070 | 7.930 | 129.14 | 0.875 | bicubic | -10.188 | -5.038 | +9 |
329 | convnext_large.fb_in1k | 224 | 74.200 | 25.800 | 91.550 | 8.450 | 197.77 | 0.875 | bicubic | -10.098 | -5.342 | +20 |
330 | nextvit_base.bd_in1k_384 | 384 | 74.190 | 25.810 | 92.210 | 7.790 | 44.82 | 1.000 | bicubic | -10.536 | -5.014 | -42 |
331 | resnetrs200.tf_in1k | 320 | 74.190 | 25.810 | 91.860 | 8.140 | 93.21 | 1.000 | bicubic | -10.256 | -5.212 | -6 |
332 | flexivit_base.1200ep_in1k | 240 | 74.190 | 25.810 | 91.770 | 8.230 | 86.59 | 0.950 | bicubic | -10.498 | -5.250 | -39 |
333 | mvitv2_base.fb_in1k | 224 | 74.190 | 25.810 | 91.510 | 8.490 | 51.47 | 0.900 | bicubic | -10.248 | -5.352 | -2 |
334 | seresnet152d.ra2_in1k | 320 | 74.180 | 25.820 | 91.990 | 8.010 | 66.84 | 1.000 | bicubic | -10.174 | -5.052 | +8 |
335 | swinv2_base_window16_256.ms_in1k | 256 | 74.180 | 25.820 | 91.870 | 8.130 | 87.92 | 0.900 | bicubic | -10.428 | -5.194 | -35 |
336 | convnext_base.fb_in1k | 288 | 74.180 | 25.820 | 91.660 | 8.340 | 88.59 | 1.000 | bicubic | -10.286 | -5.322 | -17 |
337 | xcit_large_24_p8_224.fb_in1k | 224 | 74.170 | 25.830 | 90.850 | 9.150 | 188.93 | 1.000 | bicubic | -10.216 | -5.816 | +2 |
338 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 384 | 74.130 | 25.870 | 92.460 | 7.540 | 28.64 | 1.000 | bicubic | -10.976 | -5.172 | -94 |
339 | cait_xs24_384.fb_dist_in1k | 384 | 74.130 | 25.870 | 91.930 | 8.070 | 26.67 | 1.000 | bicubic | -9.934 | -4.952 | +42 |
340 | convnext_tiny.in12k_ft_in1k | 224 | 74.120 | 25.880 | 92.170 | 7.830 | 28.59 | 0.950 | bicubic | -10.072 | -4.962 | +24 |
341 | tf_efficientnetv2_m.in1k | 384 | 74.120 | 25.880 | 91.940 | 8.060 | 54.14 | 1.000 | bicubic | -10.438 | -5.116 | -35 |
342 | vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k | 256 | 74.120 | 25.880 | 91.670 | 8.330 | 22.52 | 0.950 | bicubic | -9.682 | -5.288 | +84 |
343 | mobilenetv4_hybrid_large.e600_r384_in1k | 448 | 74.110 | 25.890 | 91.960 | 8.040 | 37.76 | 1.000 | bicubic | -10.164 | -4.990 | +8 |
344 | vit_base_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 74.110 | 25.890 | 91.060 | 8.940 | 86.43 | 0.950 | bicubic | -9.780 | -5.614 | +59 |
345 | volo_d1_224.sail_in1k | 224 | 74.100 | 25.900 | 92.060 | 7.940 | 26.63 | 0.960 | bicubic | -10.052 | -4.714 | +25 |
346 | seresnextaa101d_32x8d.ah_in1k | 288 | 74.090 | 25.910 | 91.620 | 8.380 | 93.59 | 1.000 | bicubic | -10.486 | -5.454 | -43 |
347 | convformer_s36.sail_in1k | 224 | 74.090 | 25.910 | 91.210 | 8.790 | 40.01 | 1.000 | bicubic | -9.982 | -5.546 | +33 |
348 | vit_base_patch16_224.augreg_in21k_ft_in1k | 224 | 74.080 | 25.920 | 92.390 | 7.610 | 86.57 | 0.900 | bicubic | -10.452 | -4.908 | -37 |
349 | efficientnetv2_rw_s.ra2_in1k | 384 | 74.080 | 25.920 | 91.760 | 8.240 | 23.94 | 1.000 | bicubic | -9.750 | -4.952 | +65 |
350 | efficientvit_l1.r224_in1k | 224 | 74.070 | 25.930 | 91.650 | 8.350 | 52.65 | 1.000 | bicubic | -10.378 | -5.206 | -25 |
351 | vit_base_patch16_224_miil.in21k_ft_in1k | 224 | 74.060 | 25.940 | 91.600 | 8.400 | 86.54 | 0.875 | bilinear | -10.212 | -5.198 | +2 |
352 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 74.040 | 25.960 | 91.940 | 8.060 | 44.18 | 0.875 | bilinear | -9.228 | -4.820 | +157 |
353 | tf_efficientnetv2_s.in1k | 384 | 74.040 | 25.960 | 91.420 | 8.580 | 21.46 | 1.000 | bicubic | -9.856 | -5.278 | +49 |
354 | flexivit_base.600ep_in1k | 240 | 74.030 | 25.970 | 91.680 | 8.320 | 86.59 | 0.950 | bicubic | -10.530 | -5.230 | -48 |
355 | seresnext101d_32x8d.ah_in1k | 288 | 74.030 | 25.970 | 91.670 | 8.330 | 93.59 | 1.000 | bicubic | -10.372 | -5.216 | -20 |
356 | mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k | 384 | 74.020 | 25.980 | 91.210 | 8.790 | 32.59 | 0.950 | bicubic | -10.294 | -5.890 | -10 |
357 | crossvit_18_dagger_408.in1k | 408 | 74.010 | 25.990 | 91.310 | 8.690 | 44.61 | 1.000 | bicubic | -10.192 | -5.522 | +6 |
358 | flexivit_base.300ep_in1k | 240 | 74.000 | 26.000 | 91.350 | 8.650 | 86.59 | 0.950 | bicubic | -10.402 | -5.572 | -23 |
359 | inception_next_base.sail_in1k | 224 | 74.000 | 26.000 | 91.350 | 8.650 | 86.67 | 0.950 | bicubic | -10.098 | -5.788 | +16 |
360 | hgnetv2_b4.ssld_stage2_ft_in1k | 224 | 73.960 | 26.040 | 91.950 | 8.050 | 19.80 | 0.965 | bicubic | -9.734 | -4.838 | +84 |
361 | davit_small.msft_in1k | 224 | 73.950 | 26.050 | 91.560 | 8.440 | 49.75 | 0.950 | bicubic | -10.316 | -5.370 | -7 |
362 | resnest269e.in1k | 416 | 73.940 | 26.060 | 92.040 | 7.960 | 110.93 | 0.928 | bicubic | -10.600 | -4.950 | -53 |
363 | hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k | 256 | 73.940 | 26.060 | 91.740 | 8.260 | 34.36 | 0.950 | bicubic | -10.614 | -5.366 | -54 |
364 | fastvit_sa36.apple_dist_in1k | 256 | 73.930 | 26.070 | 91.670 | 8.330 | 31.53 | 0.900 | bicubic | -10.102 | -5.180 | +22 |
365 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 384 | 73.910 | 26.090 | 92.190 | 7.810 | 36.47 | 1.000 | bicubic | -10.164 | -5.124 | +12 |
366 | xcit_small_12_p8_224.fb_dist_in1k | 224 | 73.910 | 26.090 | 91.690 | 8.310 | 26.21 | 1.000 | bicubic | -10.340 | -5.184 | -8 |
367 | eca_nfnet_l1.ra2_in1k | 320 | 73.870 | 26.130 | 92.020 | 7.980 | 41.41 | 1.000 | bicubic | -10.180 | -5.014 | +15 |
368 | deit3_small_patch16_224.fb_in22k_ft_in1k | 224 | 73.870 | 26.130 | 91.970 | 8.030 | 22.06 | 1.000 | bicubic | -9.212 | -4.810 | +172 |
369 | tf_efficientnet_b6.aa_in1k | 528 | 73.860 | 26.140 | 91.720 | 8.280 | 43.04 | 0.942 | bicubic | -10.258 | -5.166 | +2 |
370 | tf_efficientnet_b7.aa_in1k | 600 | 73.850 | 26.150 | 91.770 | 8.230 | 66.35 | 0.949 | bicubic | -10.586 | -5.150 | -41 |
371 | repvgg_d2se.rvgg_in1k | 320 | 73.850 | 26.150 | 91.390 | 8.610 | 133.33 | 1.000 | bilinear | -9.704 | -5.274 | +93 |
372 | resnetrs420.tf_in1k | 416 | 73.840 | 26.160 | 91.700 | 8.300 | 191.89 | 1.000 | bicubic | -11.174 | -5.416 | -114 |
373 | pit_b_distilled_224.in1k | 224 | 73.840 | 26.160 | 90.690 | 9.310 | 74.79 | 0.900 | bicubic | -9.934 | -5.778 | +55 |
374 | vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k | 256 | 73.810 | 26.190 | 91.150 | 8.850 | 60.23 | 0.950 | bicubic | -10.100 | -5.536 | +21 |
375 | focalnet_base_lrf.ms_in1k | 224 | 73.810 | 26.190 | 91.070 | 8.930 | 88.75 | 0.900 | bicubic | -10.018 | -5.696 | +42 |
376 | regnety_1280.seer_ft_in1k | 384 | 73.800 | 26.200 | 91.780 | 8.220 | 644.81 | 1.000 | bicubic | -10.626 | -5.304 | -44 |
377 | rdnet_small.nv_in1k | 224 | 73.800 | 26.200 | 91.260 | 8.740 | 50.44 | 0.900 | bicubic | -9.868 | -5.260 | +73 |
378 | vit_base_patch16_384.orig_in21k_ft_in1k | 384 | 73.780 | 26.220 | 92.100 | 7.900 | 86.86 | 1.000 | bicubic | -10.428 | -5.120 | -17 |
379 | tf_efficientnet_b3.ns_jft_in1k | 300 | 73.780 | 26.220 | 91.840 | 8.160 | 12.23 | 0.904 | bicubic | -10.284 | -5.060 | 0 |
380 | convnext_base.fb_in1k | 224 | 73.780 | 26.220 | 91.250 | 8.750 | 88.59 | 0.875 | bicubic | -10.054 | -5.496 | +34 |
381 | vit_medium_patch16_rope_reg1_gap_256.sbb_in1k | 256 | 73.770 | 26.230 | 91.500 | 8.500 | 38.74 | 0.950 | bicubic | -10.042 | -5.322 | +37 |
382 | seresnext101_32x8d.ah_in1k | 288 | 73.770 | 26.230 | 91.390 | 8.610 | 93.57 | 1.000 | bicubic | -10.424 | -5.472 | -17 |
383 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 224 | 73.760 | 26.240 | 92.040 | 7.960 | 194.03 | 0.875 | bilinear | -9.586 | -4.804 | +122 |
384 | regnetz_d32.ra3_in1k | 320 | 73.750 | 26.250 | 91.860 | 8.140 | 27.58 | 0.950 | bicubic | -10.278 | -5.010 | +3 |
385 | fastvit_ma36.apple_in1k | 256 | 73.750 | 26.250 | 91.550 | 8.450 | 44.07 | 0.950 | bicubic | -10.134 | -5.212 | +20 |
386 | resnetrs420.tf_in1k | 320 | 73.750 | 26.250 | 91.080 | 8.920 | 191.89 | 1.000 | bicubic | -10.500 | -5.786 | -28 |
387 | regnetz_d8.ra3_in1k | 320 | 73.730 | 26.270 | 91.980 | 8.020 | 23.37 | 1.000 | bicubic | -10.312 | -5.022 | -4 |
388 | regnetz_040.ra3_in1k | 256 | 73.730 | 26.270 | 91.280 | 8.720 | 27.12 | 1.000 | bicubic | -9.930 | -5.404 | +64 |
389 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 224 | 73.710 | 26.290 | 92.180 | 7.820 | 88.79 | 0.875 | bilinear | -9.010 | -4.444 | +196 |
390 | maxvit_small_tf_224.in1k | 224 | 73.710 | 26.290 | 91.400 | 8.600 | 68.93 | 0.950 | bicubic | -10.746 | -5.818 | -68 |
391 | resnetaa101d.sw_in12k_ft_in1k | 288 | 73.700 | 26.300 | 91.770 | 8.230 | 44.57 | 1.000 | bicubic | -10.402 | -5.348 | -19 |
392 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 224 | 73.690 | 26.310 | 92.330 | 7.670 | 49.61 | 0.900 | bicubic | -9.640 | -4.666 | +114 |
393 | gcvit_small.in1k | 224 | 73.680 | 26.320 | 91.310 | 8.690 | 51.09 | 0.875 | bicubic | -10.228 | -5.350 | +4 |
394 | swinv2_base_window8_256.ms_in1k | 256 | 73.670 | 26.330 | 91.610 | 8.390 | 87.92 | 0.900 | bicubic | -10.576 | -5.292 | -35 |
395 | xcit_medium_24_p16_224.fb_dist_in1k | 224 | 73.670 | 26.330 | 91.490 | 8.510 | 84.40 | 1.000 | bicubic | -10.618 | -5.446 | -46 |
396 | efficientvit_b3.r288_in1k | 288 | 73.670 | 26.330 | 91.390 | 8.610 | 48.65 | 1.000 | bicubic | -10.486 | -5.628 | -27 |
397 | edgenext_base.usi_in1k | 320 | 73.640 | 26.360 | 91.760 | 8.240 | 18.51 | 1.000 | bicubic | -10.330 | -5.010 | -6 |
398 | mobilenetv4_hybrid_large.ix_e600_r384_in1k | 384 | 73.640 | 26.360 | 91.090 | 8.910 | 37.76 | 0.950 | bicubic | -10.344 | -5.618 | -9 |
399 | maxvit_rmlp_tiny_rw_256.sw_in1k | 256 | 73.620 | 26.380 | 91.420 | 8.580 | 29.15 | 0.950 | bicubic | -10.614 | -5.364 | -39 |
400 | edgenext_base.in21k_ft_in1k | 320 | 73.610 | 26.390 | 91.870 | 8.130 | 18.51 | 1.000 | bicubic | -10.466 | -5.338 | -23 |
401 | hgnetv2_b4.ssld_stage1_in22k_in1k | 288 | 73.600 | 26.400 | 92.340 | 7.660 | 19.80 | 1.000 | bicubic | -9.848 | -4.582 | +81 |
402 | maxvit_tiny_rw_224.sw_in1k | 224 | 73.590 | 26.410 | 90.860 | 9.140 | 29.06 | 0.950 | bicubic | -9.932 | -5.628 | +68 |
403 | sequencer2d_l.in1k | 224 | 73.580 | 26.420 | 91.100 | 8.900 | 54.30 | 0.875 | bicubic | -9.830 | -5.404 | +90 |
404 | dm_nfnet_f2.dm_in1k | 256 | 73.570 | 26.430 | 91.430 | 8.570 | 193.78 | 0.920 | bicubic | -10.522 | -5.476 | -31 |
405 | convnext_small.fb_in1k | 288 | 73.570 | 26.430 | 91.390 | 8.610 | 50.22 | 1.000 | bicubic | -10.134 | -5.426 | +35 |
406 | seresnextaa101d_32x8d.ah_in1k | 224 | 73.570 | 26.430 | 90.940 | 9.060 | 93.59 | 0.950 | bicubic | -10.330 | -5.708 | -4 |
407 | seresnet152d.ra2_in1k | 256 | 73.560 | 26.440 | 91.530 | 8.470 | 66.84 | 0.950 | bicubic | -10.134 | -5.254 | +38 |
408 | hiera_small_224.mae_in1k_ft_in1k | 224 | 73.550 | 26.450 | 91.300 | 8.700 | 35.01 | 0.900 | bicubic | -10.336 | -5.462 | -4 |
409 | convnextv2_tiny.fcmae_ft_in22k_in1k | 288 | 73.530 | 26.470 | 91.950 | 8.050 | 28.64 | 1.000 | bicubic | -10.892 | -5.304 | -76 |
410 | pvt_v2_b4.in1k | 224 | 73.530 | 26.470 | 91.110 | 8.890 | 62.56 | 0.900 | bicubic | -10.182 | -5.560 | +27 |
411 | edgenext_base.in21k_ft_in1k | 256 | 73.490 | 26.510 | 91.240 | 8.760 | 18.51 | 0.950 | bicubic | -9.926 | -5.556 | +80 |
412 | coat_lite_medium.in1k | 224 | 73.480 | 26.520 | 91.230 | 8.770 | 44.57 | 0.900 | bicubic | -10.122 | -5.484 | +46 |
413 | inception_next_small.sail_in1k | 224 | 73.480 | 26.520 | 91.140 | 8.860 | 49.37 | 0.875 | bicubic | -10.104 | -5.458 | +50 |
414 | regnety_080.ra3_in1k | 288 | 73.470 | 26.530 | 91.700 | 8.300 | 39.18 | 1.000 | bicubic | -10.470 | -5.180 | -23 |
415 | resnetrs270.tf_in1k | 352 | 73.470 | 26.530 | 91.460 | 8.540 | 129.86 | 1.000 | bicubic | -10.970 | -5.514 | -89 |
416 | resnetrs350.tf_in1k | 288 | 73.470 | 26.530 | 91.150 | 8.850 | 163.96 | 1.000 | bicubic | -10.838 | -5.778 | -67 |
417 | regnetz_040_h.ra3_in1k | 256 | 73.460 | 26.540 | 91.530 | 8.470 | 28.94 | 1.000 | bicubic | -10.308 | -5.162 | +13 |
418 | xcit_tiny_24_p8_384.fb_dist_in1k | 384 | 73.450 | 26.550 | 91.660 | 8.340 | 12.11 | 1.000 | bicubic | -10.334 | -5.056 | +5 |
419 | mobilenetv4_hybrid_large.e600_r384_in1k | 384 | 73.450 | 26.550 | 91.510 | 8.490 | 37.76 | 0.950 | bicubic | -10.372 | -5.258 | -1 |
420 | repvit_m2_3.dist_450e_in1k | 224 | 73.450 | 26.550 | 91.080 | 8.920 | 23.69 | 0.950 | bicubic | -10.292 | -5.562 | +14 |
421 | tresnet_v2_l.miil_in21k_ft_in1k | 224 | 73.450 | 26.550 | 91.030 | 8.970 | 46.17 | 0.875 | bilinear | -10.452 | -5.466 | -20 |
422 | twins_svt_large.in1k | 224 | 73.440 | 26.560 | 90.880 | 9.120 | 99.27 | 0.900 | bicubic | -10.250 | -5.728 | +24 |
423 | deit3_base_patch16_224.fb_in1k | 224 | 73.420 | 26.580 | 91.260 | 8.740 | 86.59 | 0.900 | bicubic | -10.374 | -5.322 | +1 |
424 | vit_betwixt_patch16_reg4_gap_256.sbb_in1k | 256 | 73.420 | 26.580 | 91.240 | 8.760 | 60.40 | 0.950 | bicubic | -10.288 | -5.378 | +16 |
425 | swinv2_small_window16_256.ms_in1k | 256 | 73.400 | 26.600 | 91.280 | 8.720 | 49.73 | 0.900 | bicubic | -10.816 | -5.594 | -64 |
426 | resnetaa101d.sw_in12k_ft_in1k | 224 | 73.400 | 26.600 | 91.100 | 8.900 | 44.57 | 0.950 | bicubic | -10.144 | -5.728 | +41 |
427 | convformer_s18.sail_in22k_ft_in1k | 224 | 73.390 | 26.610 | 91.930 | 8.070 | 26.77 | 1.000 | bicubic | -10.372 | -5.118 | +3 |
428 | resnetrs200.tf_in1k | 256 | 73.390 | 26.610 | 91.280 | 8.720 | 93.21 | 1.000 | bicubic | -10.496 | -5.400 | -24 |
429 | edgenext_base.usi_in1k | 256 | 73.390 | 26.610 | 91.170 | 8.830 | 18.51 | 0.950 | bicubic | -10.294 | -5.530 | +20 |
430 | resmlp_big_24_224.fb_distilled_in1k | 224 | 73.380 | 26.620 | 91.090 | 8.910 | 129.14 | 0.875 | bicubic | -10.214 | -5.564 | +30 |
431 | convnext_tiny.fb_in22k_ft_in1k_384 | 384 | 73.360 | 26.640 | 91.860 | 8.140 | 28.59 | 1.000 | bicubic | -10.738 | -4.922 | -61 |
432 | rexnetr_300.sw_in12k_ft_in1k | 224 | 73.360 | 26.640 | 91.810 | 8.190 | 34.81 | 0.950 | bicubic | -10.676 | -5.190 | -47 |
433 | swin_s3_base_224.ms_in1k | 224 | 73.360 | 26.640 | 91.270 | 8.730 | 71.13 | 0.900 | bicubic | -10.560 | -5.380 | -37 |
434 | regnety_064.ra3_in1k | 288 | 73.360 | 26.640 | 91.240 | 8.760 | 30.58 | 1.000 | bicubic | -10.352 | -5.488 | +3 |
435 | resnet200d.ra2_in1k | 320 | 73.350 | 26.650 | 91.460 | 8.540 | 64.69 | 1.000 | bicubic | -10.626 | -5.360 | -45 |
436 | tf_efficientnet_b5.ra_in1k | 456 | 73.340 | 26.660 | 91.370 | 8.630 | 30.39 | 0.934 | bicubic | -10.488 | -5.244 | -21 |
437 | regnety_160.deit_in1k | 288 | 73.330 | 26.670 | 91.620 | 8.380 | 83.59 | 1.000 | bicubic | -10.370 | -4.970 | +4 |
438 | swin_base_patch4_window12_384.ms_in1k | 384 | 73.320 | 26.680 | 91.350 | 8.650 | 87.90 | 1.000 | bicubic | -11.156 | -5.536 | -120 |
439 | hgnetv2_b3.ssld_stage2_ft_in1k | 288 | 73.310 | 26.690 | 91.830 | 8.170 | 16.29 | 1.000 | bicubic | -10.270 | -4.984 | +24 |
440 | efficientnet_b4.ra2_in1k | 384 | 73.310 | 26.690 | 91.320 | 8.680 | 19.34 | 1.000 | bicubic | -10.164 | -5.264 | +38 |
441 | hgnetv2_b3.ssld_stage1_in22k_in1k | 288 | 73.300 | 26.700 | 91.960 | 8.040 | 16.29 | 1.000 | bicubic | -9.814 | -4.752 | +94 |
442 | regnetz_d8_evos.ch_in1k | 256 | 73.300 | 26.700 | 90.750 | 9.250 | 23.46 | 0.950 | bicubic | -10.094 | -5.908 | +53 |
443 | hgnetv2_b4.ssld_stage1_in22k_in1k | 224 | 73.290 | 26.710 | 91.800 | 8.200 | 19.80 | 0.965 | bicubic | -9.596 | -4.486 | +122 |
444 | regnetv_064.ra3_in1k | 288 | 73.280 | 26.720 | 91.650 | 8.350 | 30.58 | 1.000 | bicubic | -10.468 | -5.096 | -12 |
445 | tf_efficientnet_b5.aa_in1k | 456 | 73.280 | 26.720 | 91.070 | 8.930 | 30.39 | 0.934 | bicubic | -10.416 | -5.644 | -1 |
446 | focalnet_base_srf.ms_in1k | 224 | 73.270 | 26.730 | 91.300 | 8.700 | 88.15 | 0.900 | bicubic | -10.538 | -5.984 | -24 |
447 | focalnet_small_srf.ms_in1k | 224 | 73.270 | 26.730 | 90.630 | 9.370 | 49.89 | 0.900 | bicubic | -10.160 | -5.804 | +38 |
448 | regnetz_d8.ra3_in1k | 256 | 73.260 | 26.740 | 91.300 | 8.700 | 23.37 | 0.940 | bicubic | -10.288 | -5.446 | +16 |
449 | vit_betwixt_patch16_reg1_gap_256.sbb_in1k | 256 | 73.260 | 26.740 | 91.140 | 8.860 | 60.40 | 0.950 | bicubic | -10.384 | -5.406 | +5 |
450 | tiny_vit_21m_224.in1k | 224 | 73.250 | 26.750 | 91.410 | 8.590 | 21.20 | 0.950 | bicubic | -10.020 | -5.192 | +57 |
451 | resnet152d.ra2_in1k | 320 | 73.250 | 26.750 | 91.200 | 8.800 | 60.21 | 1.000 | bicubic | -10.434 | -5.550 | -3 |
452 | mvitv2_small.fb_in1k | 224 | 73.250 | 26.750 | 91.120 | 8.880 | 34.87 | 0.900 | bicubic | -10.522 | -5.438 | -22 |
453 | gcvit_tiny.in1k | 224 | 73.230 | 26.770 | 90.890 | 9.110 | 28.22 | 0.875 | bicubic | -10.170 | -5.502 | +41 |
454 | pvt_v2_b5.in1k | 224 | 73.200 | 26.800 | 91.240 | 8.760 | 81.96 | 0.900 | bicubic | -10.568 | -5.392 | -23 |
455 | mobilenetv4_conv_aa_large.e600_r384_in1k | 480 | 73.200 | 26.800 | 91.180 | 8.820 | 32.59 | 1.000 | bicubic | -10.632 | -5.552 | -42 |
456 | swinv2_small_window8_256.ms_in1k | 256 | 73.200 | 26.800 | 91.040 | 8.960 | 49.73 | 0.900 | bicubic | -10.644 | -5.610 | -46 |
457 | seresnext101d_32x8d.ah_in1k | 224 | 73.180 | 26.820 | 91.200 | 8.800 | 93.59 | 0.950 | bicubic | -10.520 | -5.586 | -15 |
458 | regnetz_d8_evos.ch_in1k | 320 | 73.170 | 26.830 | 91.630 | 8.370 | 23.46 | 1.000 | bicubic | -10.982 | -5.390 | -92 |
459 | fastvit_sa24.apple_dist_in1k | 256 | 73.170 | 26.830 | 91.390 | 8.610 | 21.55 | 0.900 | bicubic | -10.192 | -5.186 | +40 |
460 | vit_medium_patch16_reg4_gap_256.sbb_in1k | 256 | 73.170 | 26.830 | 91.200 | 8.800 | 38.88 | 0.950 | bicubic | -10.298 | -5.422 | +22 |
461 | nest_base_jx.goog_in1k | 224 | 73.170 | 26.830 | 90.990 | 9.010 | 67.72 | 0.875 | bicubic | -10.376 | -5.376 | +7 |
462 | vit_small_patch16_384.augreg_in21k_ft_in1k | 384 | 73.160 | 26.840 | 91.900 | 8.100 | 22.20 | 1.000 | bicubic | -10.644 | -5.208 | -40 |
463 | cs3se_edgenet_x.c2ns_in1k | 320 | 73.160 | 26.840 | 91.280 | 8.720 | 50.72 | 1.000 | bicubic | -10.384 | -5.384 | +6 |
464 | nextvit_large.bd_in1k | 224 | 73.150 | 26.850 | 91.500 | 8.500 | 57.87 | 0.950 | bicubic | -10.492 | -5.184 | -10 |
465 | fastvit_sa36.apple_in1k | 256 | 73.150 | 26.850 | 90.960 | 9.040 | 31.53 | 0.900 | bicubic | -10.354 | -5.670 | +7 |
466 | xcit_small_24_p8_224.fb_in1k | 224 | 73.140 | 26.860 | 91.230 | 8.770 | 47.63 | 1.000 | bicubic | -10.714 | -5.406 | -58 |
467 | xcit_medium_24_p8_224.fb_in1k | 224 | 73.140 | 26.860 | 90.440 | 9.560 | 84.32 | 1.000 | bicubic | -10.602 | -5.952 | -31 |
468 | xcit_small_24_p16_224.fb_dist_in1k | 224 | 73.130 | 26.870 | 91.460 | 8.540 | 47.67 | 1.000 | bicubic | -10.748 | -5.274 | -61 |
469 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 480 | 73.120 | 26.880 | 91.790 | 8.210 | 936.53 | 1.000 | bilinear | -11.804 | -5.668 | -201 |
470 | regnetz_d32.ra3_in1k | 256 | 73.120 | 26.880 | 91.450 | 8.550 | 27.58 | 0.950 | bicubic | -10.308 | -5.226 | +18 |
471 | resnetrs350.tf_in1k | 384 | 73.120 | 26.880 | 91.180 | 8.820 | 163.96 | 1.000 | bicubic | -11.602 | -5.792 | -182 |
472 | seresnext101_32x8d.ah_in1k | 224 | 73.120 | 26.880 | 90.480 | 9.520 | 93.57 | 0.950 | bicubic | -10.498 | -5.932 | -14 |
473 | resnet200d.ra2_in1k | 256 | 73.110 | 26.890 | 90.850 | 9.150 | 64.69 | 0.950 | bicubic | -10.130 | -5.696 | +41 |
474 | eca_nfnet_l1.ra2_in1k | 256 | 73.100 | 26.900 | 91.370 | 8.630 | 41.41 | 0.900 | bicubic | -10.164 | -5.304 | +37 |
475 | efficientvit_b3.r256_in1k | 256 | 73.100 | 26.900 | 90.880 | 9.120 | 48.65 | 1.000 | bicubic | -10.714 | -5.634 | -57 |
476 | pvt_v2_b3.in1k | 224 | 73.080 | 26.920 | 90.980 | 9.020 | 45.24 | 0.900 | bicubic | -10.038 | -5.474 | +56 |
477 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 448 | 73.070 | 26.930 | 91.960 | 8.040 | 236.34 | 1.000 | bilinear | -11.410 | -5.456 | -160 |
478 | resnet152.a1h_in1k | 288 | 73.060 | 26.940 | 91.140 | 8.860 | 60.19 | 1.000 | bicubic | -10.434 | -5.382 | -4 |
479 | nextvit_small.bd_in1k_384 | 384 | 73.050 | 26.950 | 91.450 | 8.550 | 31.76 | 1.000 | bicubic | -10.992 | -5.540 | -95 |
480 | deit3_small_patch16_384.fb_in1k | 384 | 73.050 | 26.950 | 91.290 | 8.710 | 22.21 | 1.000 | bicubic | -10.378 | -5.346 | +6 |
481 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 448 | 73.040 | 26.960 | 91.340 | 8.660 | 11.07 | 1.000 | bicubic | -10.382 | -5.392 | +7 |
482 | swin_s3_small_224.ms_in1k | 224 | 73.030 | 26.970 | 90.720 | 9.280 | 49.74 | 0.900 | bicubic | -10.748 | -5.740 | -55 |
483 | vit_medium_patch16_reg1_gap_256.sbb_in1k | 256 | 73.020 | 26.980 | 91.080 | 8.920 | 38.88 | 0.950 | bicubic | -10.438 | -5.442 | -3 |
484 | repvit_m2_3.dist_300e_in1k | 224 | 73.020 | 26.980 | 90.860 | 9.140 | 23.69 | 0.950 | bicubic | -10.504 | -5.672 | -14 |
485 | cait_s24_224.fb_dist_in1k | 224 | 73.010 | 26.990 | 91.200 | 8.800 | 46.92 | 1.000 | bicubic | -10.474 | -5.386 | -9 |
486 | efficientvit_b3.r224_in1k | 224 | 73.010 | 26.990 | 90.530 | 9.470 | 48.65 | 0.950 | bicubic | -10.434 | -5.808 | -2 |
487 | convnextv2_tiny.fcmae_ft_in22k_in1k | 224 | 72.990 | 27.010 | 91.580 | 8.420 | 28.64 | 0.875 | bicubic | -10.914 | -5.384 | -89 |
488 | mobilenetv4_conv_large.e600_r384_in1k | 448 | 72.990 | 27.010 | 91.260 | 8.740 | 32.59 | 1.000 | bicubic | -10.428 | -5.352 | +2 |
489 | caformer_s18.sail_in1k | 224 | 72.970 | 27.030 | 90.990 | 9.010 | 26.34 | 1.000 | bicubic | -10.698 | -5.722 | -39 |
490 | deit_base_distilled_patch16_224.fb_in1k | 224 | 72.970 | 27.030 | 90.960 | 9.040 | 87.34 | 0.900 | bicubic | -10.418 | -5.530 | +7 |
491 | maxvit_tiny_tf_224.in1k | 224 | 72.960 | 27.040 | 90.820 | 9.180 | 30.92 | 0.950 | bicubic | -10.462 | -5.770 | -2 |
492 | regnety_080.ra3_in1k | 224 | 72.950 | 27.050 | 90.750 | 9.250 | 39.18 | 0.950 | bicubic | -10.212 | -5.728 | +33 |
493 | resnetrs270.tf_in1k | 256 | 72.940 | 27.060 | 90.630 | 9.370 | 129.86 | 1.000 | bicubic | -10.654 | -5.986 | -32 |
494 | regnety_640.seer_ft_in1k | 384 | 72.910 | 27.090 | 91.280 | 8.720 | 281.38 | 1.000 | bicubic | -11.006 | -5.640 | -99 |
495 | efficientnetv2_rw_s.ra2_in1k | 288 | 72.900 | 27.100 | 91.290 | 8.710 | 23.94 | 1.000 | bicubic | -9.988 | -5.338 | +69 |
496 | resnetrs152.tf_in1k | 320 | 72.900 | 27.100 | 91.210 | 8.790 | 86.62 | 1.000 | bicubic | -10.810 | -5.400 | -58 |
497 | regnety_320.tv2_in1k | 224 | 72.880 | 27.120 | 90.780 | 9.220 | 145.05 | 0.965 | bicubic | -10.294 | -5.636 | +22 |
498 | efficientformerv2_l.snap_dist_in1k | 224 | 72.870 | 27.130 | 90.850 | 9.150 | 26.32 | 0.950 | bicubic | -10.770 | -5.690 | -43 |
499 | hgnet_tiny.ssld_in1k | 288 | 72.860 | 27.140 | 91.590 | 8.410 | 14.74 | 1.000 | bicubic | -9.664 | -4.544 | +123 |
500 | rexnet_300.nav_in1k | 224 | 72.850 | 27.150 | 90.700 | 9.300 | 34.71 | 0.875 | bicubic | -9.930 | -5.534 | +78 |
501 | coatnet_rmlp_1_rw_224.sw_in1k | 224 | 72.840 | 27.160 | 90.800 | 9.200 | 41.69 | 0.950 | bicubic | -10.514 | -5.624 | +1 |
502 | convnextv2_tiny.fcmae_ft_in1k | 288 | 72.800 | 27.200 | 91.080 | 8.920 | 28.64 | 1.000 | bicubic | -10.676 | -5.638 | -26 |
503 | crossvit_15_dagger_408.in1k | 408 | 72.800 | 27.200 | 91.070 | 8.930 | 28.50 | 1.000 | bicubic | -11.040 | -5.710 | -94 |
504 | regnety_160.deit_in1k | 224 | 72.800 | 27.200 | 90.930 | 9.070 | 83.59 | 0.950 | bicubic | -10.194 | -5.570 | +47 |
505 | regnetv_064.ra3_in1k | 224 | 72.800 | 27.200 | 90.710 | 9.290 | 30.58 | 0.950 | bicubic | -10.318 | -5.852 | +29 |
506 | swinv2_cr_small_ns_224.sw_in1k | 224 | 72.770 | 27.230 | 90.590 | 9.410 | 49.70 | 0.900 | bicubic | -10.720 | -5.896 | -31 |
507 | tf_efficientnetv2_s.in21k_ft_in1k | 300 | 72.750 | 27.250 | 91.390 | 8.610 | 21.46 | 1.000 | bicubic | -10.624 | -5.320 | -9 |
508 | tf_efficientnetv2_s.in1k | 300 | 72.750 | 27.250 | 90.760 | 9.240 | 21.46 | 1.000 | bicubic | -10.422 | -5.576 | +12 |
509 | nextvit_base.bd_in1k | 224 | 72.740 | 27.260 | 91.240 | 8.760 | 44.82 | 0.950 | bicubic | -10.756 | -5.406 | -37 |
510 | tf_efficientnet_b4.ap_in1k | 380 | 72.740 | 27.260 | 90.990 | 9.010 | 19.34 | 0.922 | bicubic | -10.510 | -5.400 | +2 |
511 | focalnet_small_lrf.ms_in1k | 224 | 72.740 | 27.260 | 90.800 | 9.200 | 50.34 | 0.900 | bicubic | -10.768 | -5.786 | -38 |
512 | twins_svt_base.in1k | 224 | 72.720 | 27.280 | 90.430 | 9.570 | 56.07 | 0.900 | bicubic | -10.404 | -5.998 | +18 |
513 | regnetv_040.ra3_in1k | 288 | 72.710 | 27.290 | 91.110 | 8.890 | 20.64 | 1.000 | bicubic | -10.490 | -5.548 | +4 |
514 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 384 | 72.710 | 27.290 | 90.930 | 9.070 | 236.34 | 1.000 | bicubic | -11.172 | -6.186 | -108 |
515 | resnetv2_101.a1h_in1k | 288 | 72.700 | 27.300 | 90.580 | 9.420 | 44.54 | 1.000 | bicubic | -10.302 | -5.864 | +32 |
516 | efficientformer_l7.snap_dist_in1k | 224 | 72.690 | 27.310 | 90.690 | 9.310 | 82.23 | 0.950 | bicubic | -10.696 | -5.848 | -19 |
517 | ecaresnet101d.miil_in1k | 288 | 72.680 | 27.320 | 91.020 | 8.980 | 44.57 | 0.950 | bicubic | -10.318 | -5.504 | +30 |
518 | coatnet_1_rw_224.sw_in1k | 224 | 72.680 | 27.320 | 90.800 | 9.200 | 41.72 | 0.950 | bicubic | -10.932 | -5.582 | -60 |
519 | xcit_small_12_p8_224.fb_in1k | 224 | 72.670 | 27.330 | 90.700 | 9.300 | 26.21 | 1.000 | bicubic | -10.686 | -5.774 | -18 |
520 | vit_base_patch32_384.augreg_in21k_ft_in1k | 384 | 72.660 | 27.340 | 91.110 | 8.890 | 88.30 | 1.000 | bicubic | -10.692 | -5.722 | -16 |
521 | regnety_032.ra_in1k | 288 | 72.650 | 27.350 | 90.840 | 9.160 | 19.44 | 1.000 | bicubic | -10.074 | -5.584 | +63 |
522 | regnety_064.ra3_in1k | 224 | 72.650 | 27.350 | 90.630 | 9.370 | 30.58 | 0.950 | bicubic | -10.356 | -5.666 | +24 |
523 | regnety_040.ra3_in1k | 288 | 72.600 | 27.400 | 90.720 | 9.280 | 20.65 | 1.000 | bicubic | -10.458 | -5.778 | +19 |
524 | xception65p.ra3_in1k | 299 | 72.590 | 27.410 | 90.740 | 9.260 | 39.82 | 0.940 | bicubic | -10.574 | -5.760 | 0 |
525 | convnext_tiny.fb_in22k_ft_in1k | 224 | 72.580 | 27.420 | 91.340 | 8.660 | 28.59 | 0.875 | bicubic | -10.308 | -4.988 | +38 |
526 | twins_pcpvt_large.in1k | 224 | 72.570 | 27.430 | 90.870 | 9.130 | 60.99 | 0.900 | bicubic | -10.598 | -5.740 | -4 |
527 | pnasnet5large.tf_in1k | 331 | 72.560 | 27.440 | 90.520 | 9.480 | 86.06 | 0.911 | bicubic | -10.268 | -5.518 | +43 |
528 | deit_base_patch16_384.fb_in1k | 384 | 72.560 | 27.440 | 90.200 | 9.800 | 86.86 | 1.000 | bicubic | -10.556 | -6.166 | +7 |
529 | xcit_small_12_p16_224.fb_dist_in1k | 224 | 72.540 | 27.460 | 91.080 | 8.920 | 26.25 | 1.000 | bicubic | -10.814 | -5.372 | -27 |
530 | xception65.ra3_in1k | 299 | 72.540 | 27.460 | 90.700 | 9.300 | 39.92 | 0.940 | bicubic | -10.644 | -5.898 | -11 |
531 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 320 | 72.530 | 27.470 | 91.290 | 8.710 | 11.07 | 1.000 | bicubic | -10.460 | -5.380 | +19 |
532 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 224 | 72.530 | 27.470 | 90.910 | 9.090 | 88.22 | 0.900 | bicubic | -10.776 | -5.620 | -24 |
533 | hgnetv2_b3.ssld_stage2_ft_in1k | 224 | 72.520 | 27.480 | 91.290 | 8.710 | 16.29 | 0.965 | bicubic | -10.390 | -5.072 | +28 |
534 | nfnet_l0.ra2_in1k | 288 | 72.520 | 27.480 | 90.890 | 9.110 | 35.07 | 1.000 | bicubic | -10.236 | -5.604 | +47 |
535 | deit3_medium_patch16_224.fb_in1k | 224 | 72.490 | 27.510 | 90.810 | 9.190 | 38.85 | 0.900 | bicubic | -10.596 | -5.476 | +3 |
536 | mobilenetv4_conv_aa_large.e600_r384_in1k | 384 | 72.480 | 27.520 | 90.480 | 9.520 | 32.59 | 0.950 | bicubic | -10.784 | -5.910 | -24 |
537 | tf_efficientnet_b5.in1k | 456 | 72.470 | 27.530 | 90.900 | 9.100 | 30.39 | 0.934 | bicubic | -10.696 | -5.630 | -15 |
538 | resnext101_64x4d.c1_in1k | 288 | 72.470 | 27.530 | 90.660 | 9.340 | 83.46 | 1.000 | bicubic | -10.688 | -5.710 | -11 |
539 | hgnetv2_b3.ssld_stage1_in22k_in1k | 224 | 72.460 | 27.540 | 91.170 | 8.830 | 16.29 | 0.965 | bicubic | -10.150 | -5.192 | +67 |
540 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 224 | 72.460 | 27.540 | 90.850 | 9.150 | 25.03 | 0.875 | bilinear | -9.702 | -5.374 | +144 |
541 | regnety_080_tv.tv2_in1k | 224 | 72.450 | 27.550 | 90.550 | 9.450 | 39.38 | 0.965 | bicubic | -10.142 | -5.694 | +73 |
542 | gc_efficientnetv2_rw_t.agc_in1k | 288 | 72.440 | 27.560 | 90.790 | 9.210 | 13.68 | 1.000 | bicubic | -10.040 | -5.510 | +89 |
543 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 448 | 72.430 | 27.570 | 92.070 | 7.930 | 387.93 | 1.000 | bilinear | -12.000 | -5.310 | -212 |
544 | convformer_s18.sail_in1k | 224 | 72.430 | 27.570 | 90.560 | 9.440 | 26.77 | 1.000 | bicubic | -10.538 | -5.684 | +10 |
545 | xcit_tiny_24_p8_224.fb_dist_in1k | 224 | 72.410 | 27.590 | 90.790 | 9.210 | 12.11 | 1.000 | bicubic | -10.170 | -5.394 | +72 |
546 | cs3sedarknet_x.c2ns_in1k | 288 | 72.400 | 27.600 | 91.040 | 8.960 | 35.40 | 1.000 | bicubic | -10.250 | -5.308 | +47 |
547 | swin_base_patch4_window7_224.ms_in1k | 224 | 72.400 | 27.600 | 90.840 | 9.160 | 87.77 | 0.900 | bicubic | -11.210 | -5.610 | -88 |
548 | mobilenetv4_conv_large.e600_r384_in1k | 384 | 72.400 | 27.600 | 90.800 | 9.200 | 32.59 | 0.950 | bicubic | -10.574 | -5.444 | +6 |
549 | sequencer2d_m.in1k | 224 | 72.390 | 27.610 | 90.670 | 9.330 | 38.31 | 0.875 | bicubic | -10.448 | -5.606 | +19 |
550 | rdnet_tiny.nv_in1k | 224 | 72.390 | 27.610 | 90.470 | 9.530 | 23.86 | 0.900 | bicubic | -10.430 | -5.808 | +25 |
551 | resnet101d.ra2_in1k | 320 | 72.380 | 27.620 | 90.570 | 9.430 | 44.57 | 1.000 | bicubic | -10.638 | -5.888 | -6 |
552 | tf_efficientnet_b2.ns_jft_in1k | 260 | 72.360 | 27.640 | 91.010 | 8.990 | 9.11 | 0.890 | bicubic | -10.052 | -5.224 | +86 |
553 | nest_small_jx.goog_in1k | 224 | 72.360 | 27.640 | 90.730 | 9.270 | 38.35 | 0.875 | bicubic | -10.762 | -5.604 | -23 |
554 | mobilenetv4_hybrid_medium.ix_e550_r384_in1k | 384 | 72.360 | 27.640 | 90.690 | 9.310 | 11.07 | 0.950 | bicubic | -10.600 | -5.784 | +2 |
555 | hrnet_w18_ssld.paddle_in1k | 288 | 72.340 | 27.660 | 90.780 | 9.220 | 21.30 | 1.000 | bilinear | -9.708 | -5.464 | +143 |
556 | resnest101e.in1k | 256 | 72.330 | 27.670 | 90.770 | 9.230 | 48.28 | 0.875 | bilinear | -10.586 | -5.540 | +3 |
557 | nasnetalarge.tf_in1k | 331 | 72.330 | 27.670 | 90.520 | 9.480 | 88.75 | 0.911 | bicubic | -10.306 | -5.540 | +43 |
558 | efficientvit_b2.r288_in1k | 288 | 72.310 | 27.690 | 90.840 | 9.160 | 24.33 | 1.000 | bicubic | -10.774 | -5.462 | -21 |
559 | maxxvit_rmlp_nano_rw_256.sw_in1k | 256 | 72.310 | 27.690 | 90.780 | 9.220 | 16.78 | 0.950 | bicubic | -10.716 | -5.564 | -15 |
560 | efficientnetv2_rw_t.ra2_in1k | 288 | 72.310 | 27.690 | 90.450 | 9.550 | 13.65 | 1.000 | bicubic | -10.044 | -5.728 | +93 |
561 | convnext_small.fb_in1k | 224 | 72.300 | 27.700 | 90.860 | 9.140 | 50.22 | 0.875 | bicubic | -10.844 | -5.572 | -33 |
562 | resnet152d.ra2_in1k | 256 | 72.280 | 27.720 | 90.540 | 9.460 | 60.21 | 0.950 | bicubic | -10.876 | -5.842 | -35 |
563 | twins_pcpvt_base.in1k | 224 | 72.250 | 27.750 | 90.550 | 9.450 | 43.83 | 0.900 | bicubic | -10.472 | -5.798 | +22 |
564 | resnext101_32x8d.tv2_in1k | 224 | 72.240 | 27.760 | 90.160 | 9.840 | 88.79 | 0.965 | bilinear | -10.592 | -6.072 | +5 |
565 | hgnetv2_b2.ssld_stage2_ft_in1k | 288 | 72.230 | 27.770 | 90.850 | 9.150 | 11.22 | 1.000 | bicubic | -10.130 | -5.554 | +84 |
566 | resnext101_64x4d.tv_in1k | 224 | 72.200 | 27.800 | 90.610 | 9.390 | 83.46 | 0.875 | bilinear | -10.778 | -5.642 | -15 |
567 | tresnet_xl.miil_in1k_448 | 448 | 72.200 | 27.800 | 90.110 | 9.890 | 78.44 | 0.875 | bilinear | -10.866 | -6.070 | -25 |
568 | crossvit_18_240.in1k | 240 | 72.190 | 27.810 | 90.290 | 9.710 | 43.27 | 0.875 | bicubic | -10.196 | -5.776 | +76 |
569 | resnetv2_50x1_bit.goog_distilled_in1k | 224 | 72.180 | 27.820 | 91.080 | 8.920 | 25.55 | 0.875 | bicubic | -10.640 | -5.446 | +5 |
570 | cs3se_edgenet_x.c2ns_in1k | 256 | 72.170 | 27.830 | 90.710 | 9.290 | 50.72 | 0.950 | bicubic | -10.590 | -5.596 | +10 |
571 | tf_efficientnet_b4.aa_in1k | 380 | 72.170 | 27.830 | 90.500 | 9.500 | 19.34 | 0.922 | bicubic | -10.870 | -5.790 | -28 |
572 | efficientnet_b4.ra2_in1k | 320 | 72.160 | 27.840 | 90.580 | 9.420 | 19.34 | 0.875 | bicubic | -10.494 | -5.556 | +20 |
573 | maxvit_nano_rw_256.sw_in1k | 256 | 72.160 | 27.840 | 90.440 | 9.560 | 15.45 | 0.950 | bicubic | -10.782 | -5.784 | -16 |
574 | regnetx_320.tv2_in1k | 224 | 72.160 | 27.840 | 90.180 | 9.820 | 107.81 | 0.965 | bicubic | -10.664 | -6.012 | 0 |
575 | rexnetr_200.sw_in12k_ft_in1k | 288 | 72.150 | 27.850 | 91.240 | 8.760 | 16.52 | 1.000 | bicubic | -11.020 | -5.410 | -54 |
576 | tiny_vit_11m_224.dist_in22k_ft_in1k | 224 | 72.140 | 27.860 | 91.380 | 8.620 | 11.00 | 0.950 | bicubic | -11.092 | -5.248 | -61 |
577 | maxvit_rmlp_nano_rw_256.sw_in1k | 256 | 72.140 | 27.860 | 90.320 | 9.680 | 15.50 | 0.950 | bicubic | -10.840 | -5.952 | -26 |
578 | cait_xxs36_384.fb_dist_in1k | 384 | 72.130 | 27.870 | 90.790 | 9.210 | 17.37 | 1.000 | bicubic | -10.078 | -5.360 | +100 |
579 | maxxvitv2_nano_rw_256.sw_in1k | 256 | 72.120 | 27.880 | 90.510 | 9.490 | 23.70 | 0.950 | bicubic | -10.984 | -5.824 | -43 |
580 | dm_nfnet_f1.dm_in1k | 224 | 72.120 | 27.880 | 90.430 | 9.570 | 132.63 | 0.910 | bicubic | -11.324 | -6.204 | -97 |
581 | tresnet_m.miil_in21k_ft_in1k | 224 | 72.120 | 27.880 | 90.160 | 9.840 | 31.39 | 0.875 | bilinear | -10.970 | -5.952 | -44 |
582 | repvit_m1_5.dist_450e_in1k | 224 | 72.110 | 27.890 | 90.400 | 9.600 | 14.64 | 0.950 | bicubic | -10.410 | -5.710 | +42 |
583 | vit_relpos_medium_patch16_cls_224.sw_in1k | 224 | 72.110 | 27.890 | 90.300 | 9.700 | 38.76 | 0.900 | bicubic | -10.462 | -5.776 | +37 |
584 | regnetz_c16.ra3_in1k | 320 | 72.090 | 27.910 | 90.950 | 9.050 | 13.46 | 1.000 | bicubic | -10.570 | -5.382 | +9 |
585 | fastvit_sa24.apple_in1k | 256 | 72.080 | 27.920 | 90.740 | 9.260 | 21.55 | 0.900 | bicubic | -10.626 | -5.538 | +2 |
586 | xcit_tiny_24_p16_384.fb_dist_in1k | 384 | 72.080 | 27.920 | 90.520 | 9.480 | 12.12 | 1.000 | bicubic | -10.500 | -5.480 | +31 |
587 | regnetz_c16_evos.ch_in1k | 320 | 72.050 | 27.950 | 91.010 | 8.990 | 13.49 | 0.950 | bicubic | -10.594 | -5.470 | +11 |
588 | convnext_nano.in12k_ft_in1k | 288 | 72.030 | 27.970 | 90.870 | 9.130 | 15.59 | 1.000 | bicubic | -10.852 | -5.692 | -22 |
589 | convnextv2_tiny.fcmae_ft_in1k | 224 | 72.030 | 27.970 | 90.350 | 9.650 | 28.64 | 0.875 | bicubic | -10.918 | -5.936 | -34 |
590 | crossvit_18_dagger_240.in1k | 240 | 72.030 | 27.970 | 90.110 | 9.890 | 44.27 | 0.875 | bicubic | -10.474 | -5.958 | +40 |
591 | regnety_320.seer_ft_in1k | 384 | 72.020 | 27.980 | 90.860 | 9.140 | 145.05 | 1.000 | bicubic | -11.306 | -5.852 | -84 |
592 | coat_small.in1k | 224 | 72.000 | 28.000 | 90.450 | 9.550 | 21.69 | 0.900 | bicubic | -10.376 | -5.764 | +54 |
593 | resnext101_64x4d.c1_in1k | 224 | 71.980 | 28.020 | 89.710 | 10.290 | 83.46 | 0.950 | bicubic | -10.466 | -6.210 | +44 |
594 | regnety_040.ra3_in1k | 224 | 71.970 | 28.030 | 90.350 | 9.650 | 20.65 | 0.950 | bicubic | -10.346 | -5.726 | +62 |
595 | regnetv_040.ra3_in1k | 224 | 71.960 | 28.040 | 90.480 | 9.520 | 20.64 | 0.950 | bicubic | -10.488 | -5.724 | +41 |
596 | resnet101.a1h_in1k | 288 | 71.950 | 28.050 | 90.760 | 9.240 | 44.55 | 1.000 | bicubic | -10.852 | -5.560 | -19 |
597 | mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k | 256 | 71.950 | 28.050 | 90.420 | 9.580 | 11.07 | 0.950 | bicubic | -10.412 | -5.836 | +51 |
598 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 320 | 71.930 | 28.070 | 90.740 | 9.260 | 11.07 | 1.000 | bicubic | -10.566 | -5.540 | +31 |
599 | cs3edgenet_x.c2_in1k | 288 | 71.930 | 28.070 | 90.390 | 9.610 | 47.82 | 1.000 | bicubic | -10.816 | -6.000 | -17 |
600 | mobilenetv4_conv_large.e500_r256_in1k | 320 | 71.930 | 28.070 | 90.190 | 9.810 | 32.59 | 1.000 | bicubic | -10.744 | -6.126 | -9 |
601 | regnety_160.tv2_in1k | 224 | 71.920 | 28.080 | 90.220 | 9.780 | 83.59 | 0.965 | bicubic | -10.726 | -6.010 | -5 |
602 | convnext_tiny_hnf.a2h_in1k | 288 | 71.920 | 28.080 | 89.620 | 10.380 | 28.59 | 1.000 | bicubic | -10.688 | -6.772 | +7 |
603 | swinv2_tiny_window16_256.ms_in1k | 256 | 71.910 | 28.090 | 90.490 | 9.510 | 28.35 | 0.900 | bicubic | -10.918 | -5.732 | -33 |
604 | regnetz_c16_evos.ch_in1k | 256 | 71.890 | 28.110 | 90.750 | 9.250 | 13.49 | 0.950 | bicubic | -10.052 | -5.220 | +112 |
605 | dm_nfnet_f0.dm_in1k | 256 | 71.890 | 28.110 | 90.670 | 9.330 | 71.49 | 0.900 | bicubic | -11.580 | -5.898 | -126 |
606 | davit_tiny.msft_in1k | 224 | 71.890 | 28.110 | 90.230 | 9.770 | 28.36 | 0.950 | bicubic | -10.808 | -6.054 | -15 |
607 | inception_next_tiny.sail_in1k | 224 | 71.890 | 28.110 | 90.020 | 9.980 | 28.06 | 0.875 | bicubic | -10.618 | -5.980 | +20 |
608 | vit_little_patch16_reg4_gap_256.sbb_in1k | 256 | 71.880 | 28.120 | 90.760 | 9.240 | 22.52 | 0.950 | bicubic | -10.634 | -5.500 | +18 |
609 | convnext_tiny.fb_in1k | 288 | 71.870 | 28.130 | 90.180 | 9.820 | 28.59 | 1.000 | bicubic | -10.824 | -5.964 | -19 |
610 | resnet101.a1_in1k | 288 | 71.850 | 28.150 | 89.120 | 10.880 | 44.55 | 1.000 | bicubic | -10.472 | -6.508 | +45 |
611 | resnetrs152.tf_in1k | 256 | 71.840 | 28.160 | 90.200 | 9.800 | 86.62 | 1.000 | bicubic | -11.046 | -6.432 | -45 |
612 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 448 | 71.820 | 28.180 | 91.260 | 8.740 | 217.32 | 1.000 | bilinear | -12.172 | -5.872 | -225 |
613 | convnextv2_nano.fcmae_ft_in22k_in1k | 288 | 71.820 | 28.180 | 90.760 | 9.240 | 15.62 | 1.000 | bicubic | -10.846 | -5.786 | -20 |
614 | xcit_tiny_12_p8_384.fb_dist_in1k | 384 | 71.790 | 28.210 | 90.720 | 9.280 | 6.71 | 1.000 | bicubic | -10.602 | -5.494 | +28 |
615 | seresnext50_32x4d.racm_in1k | 288 | 71.790 | 28.210 | 89.950 | 10.050 | 27.56 | 0.950 | bicubic | -10.396 | -6.198 | +65 |
616 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 384 | 71.770 | 28.230 | 90.510 | 9.490 | 18.45 | 1.000 | bicubic | -11.640 | -6.062 | -125 |
617 | efficientformer_l3.snap_dist_in1k | 224 | 71.770 | 28.230 | 90.190 | 9.810 | 31.41 | 0.950 | bicubic | -10.794 | -6.052 | +5 |
618 | resnet152.a1h_in1k | 224 | 71.760 | 28.240 | 90.270 | 9.730 | 60.19 | 0.950 | bicubic | -11.058 | -5.854 | -43 |
619 | regnetx_160.tv2_in1k | 224 | 71.760 | 28.240 | 90.120 | 9.880 | 54.28 | 0.965 | bicubic | -10.816 | -5.936 | +1 |
620 | sequencer2d_s.in1k | 224 | 71.750 | 28.250 | 90.520 | 9.480 | 27.65 | 0.875 | bicubic | -10.586 | -5.512 | +32 |
621 | swin_small_patch4_window7_224.ms_in1k | 224 | 71.750 | 28.250 | 90.220 | 9.780 | 49.61 | 0.900 | bicubic | -11.478 | -6.106 | -105 |
622 | hgnet_tiny.ssld_in1k | 224 | 71.740 | 28.260 | 90.530 | 9.470 | 14.74 | 0.965 | bicubic | -10.200 | -5.584 | +98 |
623 | resnet152.a2_in1k | 288 | 71.740 | 28.260 | 89.300 | 10.700 | 60.19 | 1.000 | bicubic | -10.880 | -6.444 | -19 |
624 | efficientvit_b2.r256_in1k | 256 | 71.730 | 28.270 | 90.250 | 9.750 | 24.33 | 1.000 | bicubic | -10.982 | -5.842 | -38 |
625 | pvt_v2_b2_li.in1k | 224 | 71.730 | 28.270 | 90.080 | 9.920 | 22.55 | 0.900 | bicubic | -10.472 | -6.030 | +55 |
626 | convnext_nano.in12k_ft_in1k | 224 | 71.670 | 28.330 | 90.600 | 9.400 | 15.59 | 0.950 | bicubic | -10.636 | -5.738 | +29 |
627 | resnet50.fb_swsl_ig1b_ft_in1k | 224 | 71.670 | 28.330 | 90.580 | 9.420 | 25.56 | 0.875 | bilinear | -9.476 | -4.986 | +196 |
628 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 224 | 71.670 | 28.330 | 90.290 | 9.710 | 86.43 | 0.900 | bicubic | -11.092 | -5.888 | -52 |
629 | flexivit_small.1200ep_in1k | 240 | 71.670 | 28.330 | 90.260 | 9.740 | 22.06 | 0.950 | bicubic | -10.922 | -5.890 | -13 |
630 | hiera_tiny_224.mae_in1k_ft_in1k | 224 | 71.670 | 28.330 | 89.950 | 10.050 | 27.91 | 0.900 | bicubic | -11.154 | -6.252 | -53 |
631 | crossvit_15_dagger_240.in1k | 240 | 71.670 | 28.330 | 89.790 | 10.210 | 28.21 | 0.875 | bicubic | -10.636 | -6.178 | +31 |
632 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 384 | 71.660 | 28.340 | 90.540 | 9.460 | 14.25 | 1.000 | bicubic | -11.268 | -5.912 | -74 |
633 | pit_b_224.in1k | 224 | 71.650 | 28.350 | 89.290 | 10.710 | 73.76 | 0.900 | bicubic | -10.810 | -6.418 | +2 |
634 | repvit_m1_5.dist_300e_in1k | 224 | 71.630 | 28.370 | 90.210 | 9.790 | 14.64 | 0.950 | bicubic | -10.752 | -5.816 | +11 |
635 | vit_relpos_base_patch16_224.sw_in1k | 224 | 71.620 | 28.380 | 90.230 | 9.770 | 86.43 | 0.900 | bicubic | -10.856 | -5.914 | -4 |
636 | gcvit_xtiny.in1k | 224 | 71.620 | 28.380 | 90.150 | 9.850 | 19.98 | 0.875 | bicubic | -10.348 | -5.816 | +76 |
637 | flexivit_small.600ep_in1k | 240 | 71.610 | 28.390 | 90.120 | 9.880 | 22.06 | 0.950 | bicubic | -10.782 | -5.920 | +6 |
638 | hgnetv2_b2.ssld_stage1_in22k_in1k | 288 | 71.600 | 28.400 | 90.540 | 9.460 | 11.22 | 1.000 | bicubic | -9.860 | -5.468 | +139 |
639 | swinv2_cr_small_224.sw_in1k | 224 | 71.600 | 28.400 | 90.140 | 9.860 | 49.70 | 0.900 | bicubic | -11.526 | -5.970 | -111 |
640 | resnet61q.ra2_in1k | 288 | 71.600 | 28.400 | 90.130 | 9.870 | 36.85 | 1.000 | bicubic | -10.924 | -6.384 | -16 |
641 | resnetaa50d.sw_in12k_ft_in1k | 224 | 71.600 | 28.400 | 89.690 | 10.310 | 25.58 | 0.950 | bicubic | -10.182 | -6.346 | +97 |
642 | eca_nfnet_l0.ra2_in1k | 288 | 71.590 | 28.410 | 91.000 | 9.000 | 24.14 | 1.000 | bicubic | -11.006 | -5.490 | -30 |
643 | coatnet_bn_0_rw_224.sw_in1k | 224 | 71.590 | 28.410 | 90.310 | 9.690 | 27.44 | 0.950 | bicubic | -10.804 | -5.884 | -4 |
644 | efficientnet_b3.ra2_in1k | 320 | 71.590 | 28.410 | 89.990 | 10.010 | 12.23 | 1.000 | bicubic | -10.708 | -6.138 | +20 |
645 | resnet152.tv2_in1k | 224 | 71.580 | 28.420 | 89.880 | 10.120 | 60.19 | 0.965 | bilinear | -10.714 | -6.120 | +17 |
646 | flexivit_small.300ep_in1k | 240 | 71.580 | 28.420 | 89.830 | 10.170 | 22.06 | 0.950 | bicubic | -10.590 | -6.196 | +38 |
647 | mvitv2_tiny.fb_in1k | 224 | 71.560 | 28.440 | 90.220 | 9.780 | 24.17 | 0.900 | bicubic | -10.848 | -5.930 | -8 |
648 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 384 | 71.520 | 28.480 | 90.640 | 9.360 | 15.62 | 1.000 | bicubic | -11.842 | -6.100 | -150 |
649 | xcit_large_24_p16_224.fb_in1k | 224 | 71.520 | 28.480 | 89.200 | 10.800 | 189.10 | 1.000 | bicubic | -11.370 | -6.682 | -86 |
650 | convit_base.fb_in1k | 224 | 71.510 | 28.490 | 90.090 | 9.910 | 86.54 | 0.875 | bicubic | -10.784 | -5.910 | +14 |
651 | poolformer_m48.sail_in1k | 224 | 71.510 | 28.490 | 89.720 | 10.280 | 73.47 | 0.950 | bicubic | -10.952 | -6.248 | -16 |
652 | resnetv2_50d_evos.ah_in1k | 288 | 71.500 | 28.500 | 90.050 | 9.950 | 25.59 | 1.000 | bicubic | -10.500 | -5.848 | +52 |
653 | resnet101d.ra2_in1k | 256 | 71.490 | 28.510 | 89.860 | 10.140 | 44.57 | 0.950 | bicubic | -10.762 | -6.208 | +15 |
654 | ecaresnet101d_pruned.miil_in1k | 288 | 71.480 | 28.520 | 90.440 | 9.560 | 24.88 | 0.950 | bicubic | -10.526 | -5.724 | +48 |
655 | tresnet_l.miil_in1k_448 | 448 | 71.480 | 28.520 | 89.960 | 10.040 | 55.99 | 0.875 | bilinear | -10.798 | -6.028 | +12 |
656 | regnety_032.ra_in1k | 224 | 71.450 | 28.550 | 90.190 | 9.810 | 19.44 | 0.950 | bicubic | -10.492 | -5.960 | +63 |
657 | tresnet_xl.miil_in1k | 224 | 71.450 | 28.550 | 89.470 | 10.530 | 78.44 | 0.875 | bilinear | -10.614 | -6.460 | +39 |
658 | resnetaa50d.sw_in12k_ft_in1k | 288 | 71.440 | 28.560 | 90.360 | 9.640 | 25.58 | 1.000 | bicubic | -11.204 | -6.130 | -62 |
659 | poolformerv2_m48.sail_in1k | 224 | 71.440 | 28.560 | 89.820 | 10.180 | 73.35 | 1.000 | bicubic | -11.172 | -6.248 | -53 |
660 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 224 | 71.430 | 28.570 | 90.310 | 9.690 | 88.79 | 0.875 | bilinear | -10.190 | -5.726 | +91 |
661 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 224 | 71.430 | 28.570 | 90.230 | 9.770 | 236.34 | 0.875 | bicubic | -11.486 | -6.346 | -102 |
662 | fbnetv3_g.ra2_in1k | 288 | 71.410 | 28.590 | 90.270 | 9.730 | 16.62 | 0.950 | bilinear | -10.630 | -5.794 | +38 |
663 | nextvit_small.bd_in1k | 224 | 71.390 | 28.610 | 90.380 | 9.620 | 31.76 | 0.950 | bicubic | -11.230 | -5.842 | -60 |
664 | efficientvit_b2.r224_in1k | 224 | 71.390 | 28.610 | 89.670 | 10.330 | 24.33 | 0.950 | bicubic | -10.772 | -6.040 | +21 |
665 | vit_base_patch32_clip_224.laion2b_ft_in1k | 224 | 71.370 | 28.630 | 90.450 | 9.550 | 88.22 | 0.900 | bicubic | -11.260 | -5.754 | -63 |
666 | pvt_v2_b2.in1k | 224 | 71.350 | 28.650 | 89.980 | 10.020 | 25.36 | 0.900 | bicubic | -10.744 | -5.976 | +27 |
667 | coatnet_0_rw_224.sw_in1k | 224 | 71.350 | 28.650 | 89.370 | 10.630 | 27.44 | 0.950 | bicubic | -11.044 | -6.474 | -26 |
668 | resnet152.a1_in1k | 288 | 71.330 | 28.670 | 89.280 | 10.720 | 60.19 | 1.000 | bicubic | -11.414 | -6.440 | -85 |
669 | xcit_tiny_24_p8_224.fb_in1k | 224 | 71.310 | 28.690 | 90.300 | 9.700 | 12.11 | 1.000 | bicubic | -10.580 | -5.680 | +54 |
670 | wide_resnet50_2.racm_in1k | 288 | 71.310 | 28.690 | 90.160 | 9.840 | 68.88 | 0.950 | bicubic | -10.956 | -5.902 | -3 |
671 | ecaresnet101d.miil_in1k | 224 | 71.300 | 28.700 | 90.190 | 9.810 | 44.57 | 0.875 | bicubic | -10.886 | -5.872 | +10 |
672 | wide_resnet101_2.tv2_in1k | 224 | 71.300 | 28.700 | 89.730 | 10.270 | 126.89 | 0.965 | bilinear | -11.216 | -6.282 | -47 |
673 | nfnet_l0.ra2_in1k | 224 | 71.300 | 28.700 | 89.530 | 10.470 | 35.07 | 0.900 | bicubic | -10.568 | -6.506 | +52 |
674 | resnetv2_101.a1h_in1k | 224 | 71.290 | 28.710 | 89.770 | 10.230 | 44.54 | 0.950 | bicubic | -10.752 | -6.096 | +24 |
675 | resnext101_32x8d.tv2_in1k | 176 | 71.290 | 28.710 | 89.310 | 10.690 | 88.79 | 0.875 | bilinear | -10.700 | -6.406 | +33 |
676 | regnetz_c16.ra3_in1k | 256 | 71.260 | 28.740 | 90.270 | 9.730 | 13.46 | 0.940 | bicubic | -10.900 | -5.784 | +10 |
677 | hgnet_small.paddle_in1k | 288 | 71.240 | 28.760 | 90.170 | 9.830 | 24.36 | 1.000 | bicubic | -10.974 | -6.054 | -2 |
678 | tf_efficientnet_b4.in1k | 380 | 71.240 | 28.760 | 90.030 | 9.970 | 19.34 | 0.922 | bicubic | -11.368 | -5.994 | -70 |
679 | cs3sedarknet_x.c2ns_in1k | 256 | 71.230 | 28.770 | 90.400 | 9.600 | 35.40 | 0.887 | bicubic | -10.696 | -5.622 | +42 |
680 | hgnetv2_b2.ssld_stage2_ft_in1k | 224 | 71.220 | 28.780 | 90.390 | 9.610 | 11.22 | 0.965 | bicubic | -10.346 | -5.508 | +76 |
681 | vit_relpos_medium_patch16_224.sw_in1k | 224 | 71.220 | 28.780 | 89.960 | 10.040 | 38.75 | 0.900 | bicubic | -11.246 | -6.124 | -47 |
682 | mixer_b16_224.miil_in21k_ft_in1k | 224 | 71.200 | 28.800 | 89.520 | 10.480 | 59.88 | 0.875 | bilinear | -11.110 | -6.194 | -25 |
683 | rexnetr_200.sw_in12k_ft_in1k | 224 | 71.190 | 28.810 | 90.500 | 9.500 | 16.52 | 0.950 | bicubic | -11.418 | -5.626 | -77 |
684 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 224 | 71.190 | 28.810 | 90.440 | 9.560 | 194.03 | 0.875 | bilinear | -10.690 | -5.660 | +41 |
685 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 384 | 71.170 | 28.830 | 90.240 | 9.760 | 10.59 | 1.000 | bicubic | -11.436 | -6.070 | -76 |
686 | ecaresnet50t.a1_in1k | 288 | 71.170 | 28.830 | 89.540 | 10.460 | 25.57 | 1.000 | bicubic | -10.942 | -6.114 | +5 |
687 | pit_s_distilled_224.in1k | 224 | 71.160 | 28.840 | 89.670 | 10.330 | 24.04 | 0.900 | bicubic | -10.682 | -6.030 | +44 |
688 | convnext_tiny_hnf.a2h_in1k | 224 | 71.150 | 28.850 | 89.320 | 10.680 | 28.59 | 0.950 | bicubic | -11.080 | -6.540 | -17 |
689 | crossvit_base_240.in1k | 240 | 71.140 | 28.860 | 89.760 | 10.240 | 105.03 | 0.875 | bicubic | -11.088 | -6.054 | -17 |
690 | ecaresnet50t.ra2_in1k | 320 | 71.130 | 28.870 | 90.400 | 9.600 | 25.57 | 0.950 | bicubic | -11.240 | -5.720 | -44 |
691 | xcit_small_24_p16_224.fb_in1k | 224 | 71.130 | 28.870 | 89.520 | 10.480 | 47.67 | 1.000 | bicubic | -11.450 | -6.734 | -72 |
692 | convnextv2_nano.fcmae_ft_in22k_in1k | 224 | 71.120 | 28.880 | 90.300 | 9.700 | 15.62 | 0.875 | bicubic | -10.918 | -5.874 | +9 |
693 | convmixer_1536_20.in1k | 224 | 71.120 | 28.880 | 89.450 | 10.550 | 51.63 | 0.960 | bicubic | -10.250 | -6.180 | +102 |
694 | resnet51q.ra2_in1k | 288 | 71.110 | 28.890 | 90.040 | 9.960 | 35.70 | 1.000 | bilinear | -11.246 | -6.138 | -45 |
695 | hrnet_w18_ssld.paddle_in1k | 224 | 71.110 | 28.890 | 89.870 | 10.130 | 21.30 | 0.950 | bilinear | -10.022 | -5.764 | +133 |
696 | resnext50_32x4d.a1h_in1k | 288 | 71.100 | 28.900 | 89.680 | 10.320 | 25.03 | 1.000 | bicubic | -10.912 | -6.252 | +5 |
697 | focalnet_tiny_srf.ms_in1k | 224 | 71.100 | 28.900 | 89.580 | 10.420 | 28.43 | 0.900 | bicubic | -11.044 | -6.390 | -8 |
698 | tf_efficientnet_b3.ap_in1k | 300 | 71.100 | 28.900 | 89.320 | 10.680 | 12.23 | 0.904 | bicubic | -10.754 | -6.288 | +31 |
699 | efficientformerv2_s2.snap_dist_in1k | 224 | 71.090 | 28.910 | 90.080 | 9.920 | 12.71 | 0.950 | bicubic | -11.060 | -5.832 | -13 |
700 | xcit_small_12_p16_224.fb_in1k | 224 | 71.090 | 28.910 | 89.660 | 10.340 | 26.25 | 1.000 | bicubic | -10.892 | -6.154 | +9 |
701 | tf_efficientnetv2_b3.in21k_ft_in1k | 300 | 71.060 | 28.940 | 90.530 | 9.470 | 14.36 | 0.900 | bicubic | -11.574 | -6.100 | -103 |
702 | cs3edgenet_x.c2_in1k | 256 | 71.060 | 28.940 | 89.880 | 10.120 | 47.82 | 0.887 | bicubic | -11.154 | -6.016 | -26 |
703 | focalnet_tiny_lrf.ms_in1k | 224 | 71.060 | 28.940 | 89.520 | 10.480 | 28.65 | 0.900 | bicubic | -11.114 | -6.428 | -19 |
704 | vit_base_patch16_224.orig_in21k_ft_in1k | 224 | 71.050 | 28.950 | 90.420 | 9.580 | 86.57 | 0.900 | bicubic | -10.736 | -5.704 | +32 |
705 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 224 | 71.050 | 28.950 | 89.950 | 10.050 | 38.73 | 0.900 | bicubic | -11.258 | -6.032 | -46 |
706 | coat_lite_small.in1k | 224 | 71.030 | 28.970 | 89.580 | 10.420 | 19.84 | 0.900 | bicubic | -11.272 | -6.254 | -45 |
707 | convnextv2_nano.fcmae_ft_in1k | 288 | 71.020 | 28.980 | 90.120 | 9.880 | 15.62 | 1.000 | bicubic | -11.476 | -6.108 | -77 |
708 | deit_base_patch16_224.fb_in1k | 224 | 71.010 | 28.990 | 89.190 | 10.810 | 86.57 | 0.900 | bicubic | -10.970 | -6.598 | +2 |
709 | mobilenetv4_conv_large.e500_r256_in1k | 256 | 71.000 | 29.000 | 89.410 | 10.590 | 32.59 | 0.950 | bicubic | -10.864 | -6.286 | +17 |
710 | ecaresnet50d.miil_in1k | 288 | 70.990 | 29.010 | 90.280 | 9.720 | 25.58 | 0.950 | bicubic | -10.650 | -5.606 | +38 |
711 | edgenext_small.usi_in1k | 320 | 70.990 | 29.010 | 89.790 | 10.210 | 5.59 | 1.000 | bicubic | -10.582 | -5.922 | +44 |
712 | repvit_m3.dist_in1k | 224 | 70.990 | 29.010 | 89.500 | 10.500 | 10.68 | 0.950 | bicubic | -10.504 | -6.062 | +58 |
713 | resnetv2_50d_gn.ah_in1k | 288 | 70.980 | 29.020 | 89.810 | 10.190 | 25.57 | 1.000 | bicubic | -10.982 | -6.126 | 0 |
714 | fastvit_sa12.apple_dist_in1k | 256 | 70.980 | 29.020 | 89.210 | 10.790 | 11.58 | 0.900 | bicubic | -10.862 | -6.514 | +18 |
715 | swin_s3_tiny_224.ms_in1k | 224 | 70.970 | 29.030 | 89.870 | 10.130 | 28.33 | 0.900 | bicubic | -11.158 | -6.088 | -26 |
716 | tiny_vit_11m_224.in1k | 224 | 70.960 | 29.040 | 89.840 | 10.160 | 11.00 | 0.950 | bicubic | -10.578 | -6.030 | +45 |
717 | xcit_tiny_12_p8_224.fb_dist_in1k | 224 | 70.960 | 29.040 | 89.720 | 10.280 | 6.71 | 1.000 | bicubic | -10.252 | -5.896 | +98 |
718 | mobilevitv2_200.cvnets_in22k_ft_in1k | 256 | 70.950 | 29.050 | 89.560 | 10.440 | 18.45 | 0.888 | bicubic | -11.372 | -6.380 | -64 |
719 | rexnet_200.nav_in1k | 224 | 70.940 | 29.060 | 89.880 | 10.120 | 16.37 | 0.875 | bicubic | -10.700 | -5.788 | +30 |
720 | xcit_medium_24_p16_224.fb_in1k | 224 | 70.940 | 29.060 | 89.420 | 10.580 | 84.40 | 1.000 | bicubic | -11.692 | -6.560 | -118 |
721 | convnext_tiny.fb_in1k | 224 | 70.930 | 29.070 | 89.820 | 10.180 | 28.59 | 0.875 | bicubic | -11.136 | -6.034 | -26 |
722 | tnt_s_patch16_224 | 224 | 70.920 | 29.080 | 89.520 | 10.480 | 23.76 | 0.900 | bicubic | -10.608 | -6.214 | +40 |
723 | visformer_small.in1k | 224 | 70.920 | 29.080 | 89.330 | 10.670 | 40.22 | 0.900 | bicubic | -11.176 | -6.546 | -31 |
724 | halo2botnet50ts_256.a1h_in1k | 256 | 70.910 | 29.090 | 89.540 | 10.460 | 22.64 | 0.950 | bicubic | -11.174 | -6.118 | -30 |
725 | vit_large_patch32_384.orig_in21k_ft_in1k | 384 | 70.890 | 29.110 | 90.440 | 9.560 | 306.63 | 1.000 | bicubic | -10.616 | -5.048 | +39 |
726 | vit_srelpos_medium_patch16_224.sw_in1k | 224 | 70.890 | 29.110 | 89.900 | 10.100 | 38.74 | 0.900 | bicubic | -11.360 | -6.028 | -57 |
727 | cs3sedarknet_l.c2ns_in1k | 288 | 70.870 | 29.130 | 90.290 | 9.710 | 21.91 | 0.950 | bicubic | -10.896 | -5.676 | +12 |
728 | coatnext_nano_rw_224.sw_in1k | 224 | 70.870 | 29.130 | 90.190 | 9.810 | 14.70 | 0.900 | bicubic | -11.128 | -5.104 | -22 |
729 | cs3darknet_x.c2ns_in1k | 288 | 70.870 | 29.130 | 90.040 | 9.960 | 35.05 | 1.000 | bicubic | -11.366 | -6.192 | -61 |
730 | coatnet_rmlp_nano_rw_224.sw_in1k | 224 | 70.870 | 29.130 | 89.910 | 10.090 | 15.15 | 0.900 | bicubic | -11.192 | -5.960 | -32 |
731 | resnet101.a1h_in1k | 224 | 70.870 | 29.130 | 89.590 | 10.410 | 44.55 | 0.950 | bicubic | -11.080 | -6.170 | -15 |
732 | resnest50d_4s2x40d.in1k | 224 | 70.860 | 29.140 | 89.520 | 10.480 | 30.42 | 0.875 | bicubic | -10.286 | -6.460 | +91 |
733 | poolformer_m36.sail_in1k | 224 | 70.860 | 29.140 | 89.430 | 10.570 | 56.17 | 0.950 | bicubic | -11.244 | -6.268 | -41 |
734 | nest_tiny_jx.goog_in1k | 224 | 70.840 | 29.160 | 89.770 | 10.230 | 17.06 | 0.875 | bicubic | -10.588 | -5.856 | +50 |
735 | vit_base_patch16_rpn_224.sw_in1k | 224 | 70.840 | 29.160 | 89.760 | 10.240 | 86.54 | 0.900 | bicubic | -11.376 | -6.238 | -61 |
736 | resnet101.a2_in1k | 288 | 70.820 | 29.180 | 89.250 | 10.750 | 44.55 | 1.000 | bicubic | -11.404 | -6.488 | -64 |
737 | wide_resnet50_2.tv2_in1k | 224 | 70.820 | 29.180 | 89.170 | 10.830 | 68.88 | 0.965 | bilinear | -10.778 | -6.594 | +18 |
738 | eca_nfnet_l0.ra2_in1k | 224 | 70.800 | 29.200 | 89.840 | 10.160 | 24.14 | 0.900 | bicubic | -10.964 | -5.430 | +3 |
739 | deit3_small_patch16_224.fb_in1k | 224 | 70.790 | 29.210 | 89.430 | 10.570 | 22.06 | 0.900 | bicubic | -10.584 | -6.122 | +54 |
740 | lamhalobotnet50ts_256.a1h_in1k | 256 | 70.790 | 29.210 | 89.010 | 10.990 | 22.57 | 0.950 | bicubic | -10.758 | -6.484 | +19 |
741 | tresnet_m.miil_in1k_448 | 448 | 70.780 | 29.220 | 88.700 | 11.300 | 31.39 | 0.875 | bilinear | -10.930 | -6.862 | +2 |
742 | resnetrs101.tf_in1k | 288 | 70.770 | 29.230 | 89.690 | 10.310 | 63.62 | 0.940 | bicubic | -11.524 | -6.248 | -79 |
743 | efficientnet_b3.ra2_in1k | 288 | 70.770 | 29.230 | 89.390 | 10.610 | 12.23 | 0.875 | bicubic | -10.704 | -6.280 | +31 |
744 | convnext_nano.d1h_in1k | 288 | 70.760 | 29.240 | 89.390 | 10.610 | 15.59 | 1.000 | bicubic | -10.714 | -6.322 | +29 |
745 | regnetx_080.tv2_in1k | 224 | 70.760 | 29.240 | 89.200 | 10.800 | 39.57 | 0.965 | bicubic | -10.800 | -6.342 | +13 |
746 | resnet152.a2_in1k | 224 | 70.760 | 29.240 | 88.540 | 11.460 | 60.19 | 0.950 | bicubic | -11.004 | -7.458 | -2 |
747 | poolformerv2_m36.sail_in1k | 224 | 70.750 | 29.250 | 89.460 | 10.540 | 56.08 | 1.000 | bicubic | -11.464 | -6.478 | -70 |
748 | coatnet_nano_rw_224.sw_in1k | 224 | 70.740 | 29.260 | 89.610 | 10.390 | 15.14 | 0.900 | bicubic | -10.964 | -6.040 | -4 |
749 | vit_base_patch32_clip_224.openai_ft_in1k | 224 | 70.730 | 29.270 | 89.920 | 10.080 | 88.22 | 0.900 | bicubic | -11.216 | -6.054 | -33 |
750 | seresnet50.ra2_in1k | 288 | 70.730 | 29.270 | 89.740 | 10.260 | 28.09 | 0.950 | bicubic | -10.552 | -5.912 | +55 |
751 | tf_efficientnet_b1.ns_jft_in1k | 240 | 70.720 | 29.280 | 89.970 | 10.030 | 7.79 | 0.882 | bicubic | -10.668 | -5.570 | +39 |
752 | swinv2_cr_tiny_ns_224.sw_in1k | 224 | 70.720 | 29.280 | 89.380 | 10.620 | 28.33 | 0.900 | bicubic | -11.076 | -6.444 | -17 |
753 | wide_resnet50_2.racm_in1k | 224 | 70.720 | 29.280 | 89.100 | 10.900 | 68.88 | 0.875 | bicubic | -10.768 | -6.444 | +18 |
754 | regnety_032.tv2_in1k | 224 | 70.710 | 29.290 | 89.850 | 10.150 | 19.44 | 0.965 | bicubic | -11.088 | -5.996 | -20 |
755 | convit_small.fb_in1k | 224 | 70.710 | 29.290 | 89.500 | 10.500 | 27.78 | 0.875 | bicubic | -10.704 | -6.236 | +34 |
756 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 448 | 70.700 | 29.300 | 90.970 | 9.030 | 44.54 | 1.000 | bilinear | -11.632 | -5.556 | -103 |
757 | ecaresnetlight.miil_in1k | 288 | 70.690 | 29.310 | 89.870 | 10.130 | 30.16 | 0.950 | bicubic | -10.726 | -5.924 | +29 |
758 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 224 | 70.680 | 29.320 | 90.490 | 9.510 | 28.29 | 0.900 | bicubic | -10.286 | -5.530 | +85 |
759 | cs3darknet_x.c2ns_in1k | 256 | 70.680 | 29.320 | 89.780 | 10.220 | 35.05 | 0.950 | bicubic | -11.176 | -5.960 | -31 |
760 | tf_efficientnetv2_b3.in1k | 300 | 70.680 | 29.320 | 89.420 | 10.580 | 14.36 | 0.904 | bicubic | -11.280 | -6.354 | -45 |
761 | tresnet_l.miil_in1k | 224 | 70.670 | 29.330 | 89.630 | 10.370 | 55.99 | 0.875 | bilinear | -10.828 | -6.022 | +4 |
762 | levit_384.fb_dist_in1k | 224 | 70.670 | 29.330 | 89.290 | 10.710 | 39.13 | 0.900 | bicubic | -11.928 | -6.726 | -150 |
763 | levit_conv_384.fb_dist_in1k | 224 | 70.670 | 29.330 | 89.290 | 10.710 | 39.13 | 0.900 | bicubic | -11.930 | -6.730 | -150 |
764 | vit_small_patch16_224.augreg_in21k_ft_in1k | 224 | 70.660 | 29.340 | 90.090 | 9.910 | 22.05 | 0.900 | bicubic | -10.754 | -6.060 | +23 |
765 | resnet50d.ra4_e3600_r224_in1k | 288 | 70.650 | 29.350 | 89.500 | 10.500 | 25.58 | 1.000 | bicubic | -11.180 | -6.420 | -32 |
766 | resnet61q.ra2_in1k | 256 | 70.630 | 29.370 | 89.800 | 10.200 | 36.85 | 0.900 | bicubic | -11.336 | -6.052 | -54 |
767 | crossvit_small_240.in1k | 240 | 70.610 | 29.390 | 89.350 | 10.650 | 26.86 | 0.875 | bicubic | -10.430 | -6.118 | +73 |
768 | mobilevitv2_175.cvnets_in22k_ft_in1k | 256 | 70.570 | 29.430 | 89.630 | 10.370 | 14.25 | 0.888 | bicubic | -11.374 | -6.164 | -51 |
769 | resnet50_gn.a1h_in1k | 288 | 70.570 | 29.430 | 89.480 | 10.520 | 25.56 | 0.950 | bicubic | -10.638 | -6.152 | +46 |
770 | resnet152.a1_in1k | 224 | 70.570 | 29.430 | 88.420 | 11.580 | 60.19 | 0.950 | bicubic | -11.428 | -7.468 | -63 |
771 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 224 | 70.560 | 29.440 | 90.040 | 9.960 | 36.43 | 0.900 | bicubic | -11.284 | -5.984 | -43 |
772 | cait_xxs24_384.fb_dist_in1k | 384 | 70.560 | 29.440 | 89.780 | 10.220 | 12.03 | 1.000 | bicubic | -10.402 | -5.862 | +74 |
773 | mobilenetv4_hybrid_medium.ix_e550_r256_in1k | 256 | 70.560 | 29.440 | 89.530 | 10.470 | 11.07 | 0.950 | bicubic | -10.914 | -6.162 | +3 |
774 | convnextv2_nano.fcmae_ft_in1k | 224 | 70.550 | 29.450 | 89.360 | 10.640 | 15.62 | 0.875 | bicubic | -11.306 | -6.596 | -46 |
775 | resnet51q.ra2_in1k | 256 | 70.530 | 29.470 | 89.490 | 10.510 | 35.70 | 0.875 | bilinear | -11.248 | -6.460 | -37 |
776 | resnet101.tv2_in1k | 224 | 70.530 | 29.470 | 89.360 | 10.640 | 44.55 | 0.965 | bilinear | -11.376 | -6.408 | -53 |
777 | twins_pcpvt_small.in1k | 224 | 70.520 | 29.480 | 89.100 | 10.900 | 24.11 | 0.900 | bicubic | -10.602 | -6.516 | +52 |
778 | gc_efficientnetv2_rw_t.agc_in1k | 224 | 70.510 | 29.490 | 89.660 | 10.340 | 13.68 | 1.000 | bicubic | -10.758 | -5.966 | +29 |
779 | coat_mini.in1k | 224 | 70.510 | 29.490 | 89.580 | 10.420 | 10.34 | 0.900 | bicubic | -10.794 | -5.808 | +21 |
780 | vit_relpos_small_patch16_224.sw_in1k | 224 | 70.490 | 29.510 | 89.970 | 10.030 | 21.98 | 0.900 | bicubic | -10.986 | -5.854 | -10 |
781 | efficientnet_b1.ra4_e3600_r240_in1k | 288 | 70.490 | 29.510 | 89.580 | 10.420 | 7.79 | 1.000 | bicubic | -10.944 | -6.116 | +1 |
782 | legacy_senet154.in1k | 224 | 70.490 | 29.510 | 88.930 | 11.070 | 115.09 | 0.875 | bilinear | -10.836 | -6.566 | +18 |
783 | deit_small_distilled_patch16_224.fb_in1k | 224 | 70.480 | 29.520 | 89.410 | 10.590 | 22.44 | 0.900 | bicubic | -10.736 | -5.970 | +31 |
784 | halonet50ts.a1h_in1k | 256 | 70.480 | 29.520 | 89.180 | 10.820 | 22.73 | 0.940 | bicubic | -11.170 | -6.434 | -37 |
785 | seresnext101_64x4d.gluon_in1k | 224 | 70.470 | 29.530 | 89.180 | 10.820 | 88.23 | 0.875 | bicubic | -10.416 | -6.088 | +72 |
786 | swinv2_tiny_window8_256.ms_in1k | 256 | 70.450 | 29.550 | 89.450 | 10.550 | 28.35 | 0.900 | bicubic | -11.374 | -6.538 | -52 |
787 | hgnet_small.paddle_in1k | 224 | 70.440 | 29.560 | 89.480 | 10.520 | 24.36 | 0.965 | bicubic | -10.986 | -6.366 | -4 |
788 | tf_efficientnet_b3.aa_in1k | 300 | 70.440 | 29.560 | 89.330 | 10.670 | 12.23 | 0.904 | bicubic | -11.208 | -6.394 | -39 |
789 | resnetv2_50.a1h_in1k | 288 | 70.440 | 29.560 | 89.200 | 10.800 | 25.55 | 1.000 | bicubic | -10.968 | -6.512 | +1 |
790 | crossvit_15_240.in1k | 240 | 70.420 | 29.580 | 89.520 | 10.480 | 27.53 | 0.875 | bicubic | -11.098 | -6.176 | -30 |
791 | twins_svt_small.in1k | 224 | 70.420 | 29.580 | 89.350 | 10.650 | 24.06 | 0.900 | bicubic | -11.272 | -6.318 | -46 |
792 | regnetz_b16.ra3_in1k | 288 | 70.420 | 29.580 | 89.220 | 10.780 | 9.72 | 1.000 | bicubic | -10.318 | -6.310 | +89 |
793 | seresnext50_32x4d.racm_in1k | 224 | 70.420 | 29.580 | 89.120 | 10.880 | 27.56 | 0.875 | bicubic | -10.848 | -6.454 | +16 |
794 | hgnetv2_b2.ssld_stage1_in22k_in1k | 224 | 70.410 | 29.590 | 89.650 | 10.350 | 11.22 | 0.965 | bicubic | -10.336 | -5.848 | +86 |
795 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 70.400 | 29.600 | 89.810 | 10.190 | 44.18 | 0.875 | bilinear | -10.536 | -5.922 | +56 |
796 | resnest50d_1s4x24d.in1k | 224 | 70.400 | 29.600 | 89.200 | 10.800 | 25.68 | 0.875 | bicubic | -10.618 | -6.136 | +46 |
797 | poolformerv2_s36.sail_in1k | 224 | 70.390 | 29.610 | 89.610 | 10.390 | 30.79 | 1.000 | bicubic | -11.186 | -6.070 | -44 |
798 | resnet50d.ra2_in1k | 288 | 70.390 | 29.610 | 89.290 | 10.710 | 25.58 | 0.950 | bicubic | -10.960 | -6.452 | -5 |
799 | resnet50.c2_in1k | 288 | 70.390 | 29.610 | 89.180 | 10.820 | 25.56 | 1.000 | bicubic | -10.466 | -6.346 | +65 |
800 | gernet_l.idstcv_in1k | 256 | 70.390 | 29.610 | 88.960 | 11.040 | 31.08 | 0.875 | bilinear | -10.984 | -6.494 | -5 |
801 | senet154.gluon_in1k | 224 | 70.390 | 29.610 | 88.920 | 11.080 | 115.09 | 0.875 | bicubic | -10.868 | -6.438 | +10 |
802 | repvit_m1_1.dist_450e_in1k | 224 | 70.370 | 29.630 | 89.240 | 10.760 | 8.80 | 0.950 | bicubic | -10.932 | -6.332 | -1 |
803 | ecaresnet50t.a2_in1k | 288 | 70.360 | 29.640 | 89.080 | 10.920 | 25.57 | 1.000 | bicubic | -11.322 | -6.452 | -57 |
804 | fbnetv3_g.ra2_in1k | 240 | 70.350 | 29.650 | 89.600 | 10.400 | 16.62 | 0.950 | bilinear | -10.902 | -6.082 | +6 |
805 | convnext_nano_ols.d1h_in1k | 288 | 70.330 | 29.670 | 88.980 | 11.020 | 15.65 | 1.000 | bicubic | -11.282 | -6.646 | -53 |
806 | tf_efficientnet_lite4.in1k | 380 | 70.320 | 29.680 | 89.180 | 10.820 | 13.01 | 0.920 | bilinear | -11.226 | -6.486 | -46 |
807 | gcresnext50ts.ch_in1k | 288 | 70.280 | 29.720 | 89.240 | 10.760 | 15.67 | 1.000 | bicubic | -10.954 | -6.296 | +5 |
808 | sebotnet33ts_256.a1h_in1k | 256 | 70.260 | 29.740 | 88.640 | 11.360 | 13.70 | 0.940 | bicubic | -10.892 | -6.520 | +10 |
809 | resnest50d.in1k | 224 | 70.260 | 29.740 | 88.620 | 11.380 | 27.48 | 0.875 | bilinear | -10.698 | -6.752 | +39 |
810 | convnext_nano.d1h_in1k | 224 | 70.260 | 29.740 | 88.450 | 11.550 | 15.59 | 0.950 | bicubic | -10.502 | -6.882 | +69 |
811 | cs3sedarknet_l.c2ns_in1k | 256 | 70.250 | 29.750 | 89.790 | 10.210 | 21.91 | 0.887 | bicubic | -10.970 | -6.016 | +2 |
812 | efficientnetv2_rw_t.ra2_in1k | 224 | 70.250 | 29.750 | 89.670 | 10.330 | 13.65 | 1.000 | bicubic | -11.122 | -5.882 | -18 |
813 | gcresnet50t.ra2_in1k | 288 | 70.200 | 29.800 | 89.530 | 10.470 | 25.90 | 1.000 | bicubic | -11.258 | -6.192 | -35 |
814 | resnetaa50.a1h_in1k | 288 | 70.190 | 29.810 | 89.870 | 10.130 | 25.56 | 1.000 | bicubic | -11.414 | -5.938 | -62 |
815 | xception41p.ra3_in1k | 299 | 70.190 | 29.810 | 89.150 | 10.850 | 26.91 | 0.940 | bicubic | -11.790 | -6.592 | -105 |
816 | resnet152s.gluon_in1k | 224 | 70.170 | 29.830 | 88.860 | 11.140 | 60.32 | 0.875 | bicubic | -10.878 | -6.582 | +23 |
817 | vit_srelpos_small_patch16_224.sw_in1k | 224 | 70.160 | 29.840 | 89.520 | 10.480 | 21.97 | 0.900 | bicubic | -10.948 | -6.060 | +13 |
818 | mobilenetv4_hybrid_medium.e500_r224_in1k | 256 | 70.150 | 29.850 | 89.440 | 10.560 | 11.07 | 1.000 | bicubic | -11.134 | -6.300 | -15 |
819 | cs3darknet_l.c2ns_in1k | 288 | 70.140 | 29.860 | 89.610 | 10.390 | 21.16 | 0.950 | bicubic | -10.748 | -6.052 | +37 |
820 | efficientnet_el.ra_in1k | 300 | 70.110 | 29.890 | 89.170 | 10.830 | 10.59 | 0.904 | bicubic | -11.196 | -6.370 | -21 |
821 | resmlp_36_224.fb_distilled_in1k | 224 | 70.100 | 29.900 | 89.060 | 10.940 | 44.69 | 0.875 | bicubic | -11.050 | -6.448 | 0 |
822 | seresnet50.a2_in1k | 288 | 70.080 | 29.920 | 88.700 | 11.300 | 28.09 | 1.000 | bicubic | -11.012 | -6.536 | +11 |
823 | resnet101.a1_in1k | 224 | 70.080 | 29.920 | 88.570 | 11.430 | 44.55 | 0.950 | bicubic | -11.414 | -6.594 | -54 |
824 | resnetv2_50d_evos.ah_in1k | 224 | 70.070 | 29.930 | 89.070 | 10.930 | 25.59 | 0.950 | bicubic | -10.758 | -6.200 | +44 |
825 | resnet50.d_in1k | 288 | 70.060 | 29.940 | 88.610 | 11.390 | 25.56 | 1.000 | bicubic | -10.952 | -6.846 | +18 |
826 | poolformer_s36.sail_in1k | 224 | 70.050 | 29.950 | 89.170 | 10.830 | 30.86 | 0.900 | bicubic | -11.382 | -6.274 | -43 |
827 | repvgg_b3.rvgg_in1k | 224 | 70.030 | 29.970 | 88.640 | 11.360 | 123.09 | 0.875 | bilinear | -10.488 | -6.614 | +84 |
828 | mobilenetv4_conv_medium.e500_r256_in1k | 320 | 70.010 | 29.990 | 89.480 | 10.520 | 9.72 | 1.000 | bicubic | -10.870 | -6.282 | +32 |
829 | edgenext_small.usi_in1k | 256 | 70.000 | 30.000 | 89.230 | 10.770 | 5.59 | 0.950 | bicubic | -11.064 | -6.100 | +7 |
830 | inception_resnet_v2.tf_in1k | 299 | 70.000 | 30.000 | 88.630 | 11.370 | 55.84 | 0.897 | bicubic | -10.446 | -6.290 | +94 |
831 | levit_256.fb_dist_in1k | 224 | 69.980 | 30.020 | 89.170 | 10.830 | 18.89 | 0.900 | bicubic | -11.526 | -6.296 | -66 |
832 | levit_conv_256.fb_dist_in1k | 224 | 69.980 | 30.020 | 89.170 | 10.830 | 18.89 | 0.900 | bicubic | -11.526 | -6.918 | -68 |
833 | haloregnetz_b.ra3_in1k | 224 | 69.980 | 30.020 | 88.860 | 11.140 | 11.68 | 0.940 | bicubic | -11.072 | -6.340 | +7 |
834 | mobilenet_edgetpu_v2_m | 256 | 69.950 | 30.050 | 88.930 | 11.070 | 8.46 | 0.950 | bicubic | -10.732 | -6.514 | +58 |
835 | resnet50.c1_in1k | 288 | 69.950 | 30.050 | 88.920 | 11.080 | 25.56 | 1.000 | bicubic | -10.978 | -6.634 | +17 |
836 | resnet50d.a1_in1k | 288 | 69.940 | 30.060 | 88.360 | 11.640 | 25.58 | 1.000 | bicubic | -11.504 | -6.864 | -56 |
837 | regnety_320.pycls_in1k | 224 | 69.930 | 30.070 | 88.760 | 11.240 | 145.05 | 0.875 | bicubic | -10.866 | -6.480 | +37 |
838 | ecaresnet50t.a1_in1k | 224 | 69.920 | 30.080 | 88.650 | 11.350 | 25.57 | 0.950 | bicubic | -11.364 | -6.500 | -34 |
839 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 256 | 69.910 | 30.090 | 88.920 | 11.080 | 8.46 | 0.950 | bicubic | -10.774 | -6.522 | +52 |
840 | seresnext101_32x4d.gluon_in1k | 224 | 69.910 | 30.090 | 88.860 | 11.140 | 48.96 | 0.875 | bicubic | -10.976 | -6.448 | +17 |
841 | resnext50_32x4d.ra_in1k | 288 | 69.910 | 30.090 | 88.390 | 11.610 | 25.03 | 0.950 | bicubic | -10.796 | -6.968 | +49 |
842 | ecaresnet50t.ra2_in1k | 256 | 69.860 | 30.140 | 89.400 | 10.600 | 25.57 | 0.875 | bicubic | -11.586 | -6.278 | -63 |
843 | resnet101.a2_in1k | 224 | 69.860 | 30.140 | 88.270 | 11.730 | 44.55 | 0.950 | bicubic | -11.484 | -6.928 | -46 |
844 | ecaresnet50d_pruned.miil_in1k | 288 | 69.840 | 30.160 | 89.600 | 10.400 | 19.94 | 0.950 | bicubic | -10.968 | -5.978 | +28 |
845 | ese_vovnet39b.ra_in1k | 288 | 69.840 | 30.160 | 89.550 | 10.450 | 24.57 | 0.950 | bicubic | -10.538 | -6.148 | +90 |
846 | fastvit_s12.apple_dist_in1k | 256 | 69.840 | 30.160 | 88.700 | 11.300 | 9.47 | 0.900 | bicubic | -11.234 | -6.578 | -9 |
847 | resnet152d.gluon_in1k | 224 | 69.820 | 30.180 | 88.460 | 11.540 | 60.21 | 0.875 | bicubic | -10.656 | -6.736 | +69 |
848 | pit_s_224.in1k | 224 | 69.810 | 30.190 | 88.840 | 11.160 | 23.46 | 0.900 | bicubic | -11.316 | -6.488 | -21 |
849 | sehalonet33ts.ra2_in1k | 256 | 69.810 | 30.190 | 88.710 | 11.290 | 13.69 | 0.940 | bicubic | -11.162 | -6.562 | -4 |
850 | seresnet50.a1_in1k | 288 | 69.810 | 30.190 | 88.450 | 11.550 | 28.09 | 1.000 | bicubic | -11.294 | -6.670 | -19 |
851 | regnety_016.tv2_in1k | 224 | 69.800 | 30.200 | 89.340 | 10.660 | 11.20 | 0.965 | bicubic | -10.896 | -6.000 | +38 |
852 | ecaresnet101d_pruned.miil_in1k | 224 | 69.800 | 30.200 | 89.330 | 10.670 | 24.88 | 0.875 | bicubic | -11.014 | -6.290 | +20 |
853 | resnetaa50.a1h_in1k | 224 | 69.780 | 30.220 | 88.770 | 11.230 | 25.56 | 0.950 | bicubic | -10.834 | -6.442 | +47 |
854 | resnext50_32x4d.a1_in1k | 288 | 69.780 | 30.220 | 88.360 | 11.640 | 25.03 | 1.000 | bicubic | -11.704 | -6.802 | -83 |
855 | mobilevitv2_150.cvnets_in22k_ft_in1k | 256 | 69.770 | 30.230 | 89.060 | 10.940 | 10.59 | 0.888 | bicubic | -11.700 | -6.612 | -79 |
856 | maxvit_rmlp_pico_rw_256.sw_in1k | 256 | 69.750 | 30.250 | 89.130 | 10.870 | 7.52 | 0.950 | bicubic | -10.800 | -6.056 | +49 |
857 | xcit_tiny_24_p16_224.fb_dist_in1k | 224 | 69.740 | 30.260 | 88.700 | 11.300 | 12.12 | 1.000 | bicubic | -10.726 | -6.502 | +62 |
858 | mobilevitv2_200.cvnets_in1k | 256 | 69.700 | 30.300 | 88.450 | 11.550 | 18.45 | 0.888 | bicubic | -11.448 | -6.932 | -36 |
859 | resnet50.a1_in1k | 288 | 69.700 | 30.300 | 88.270 | 11.730 | 25.56 | 1.000 | bicubic | -11.540 | -6.842 | -48 |
860 | resnext50_32x4d.a2_in1k | 288 | 69.690 | 30.310 | 88.240 | 11.760 | 25.03 | 1.000 | bicubic | -11.608 | -6.870 | -58 |
861 | tresnet_m.miil_in1k | 224 | 69.680 | 30.320 | 87.940 | 12.060 | 31.39 | 0.875 | bilinear | -11.136 | -6.922 | +9 |
862 | convnextv2_pico.fcmae_ft_in1k | 288 | 69.670 | 30.330 | 89.270 | 10.730 | 9.07 | 0.950 | bicubic | -11.386 | -6.208 | -25 |
863 | tiny_vit_5m_224.dist_in22k_ft_in1k | 224 | 69.660 | 30.340 | 89.380 | 10.620 | 5.39 | 0.950 | bicubic | -11.202 | -6.292 | -1 |
864 | fastvit_sa12.apple_in1k | 256 | 69.660 | 30.340 | 88.920 | 11.080 | 11.58 | 0.900 | bicubic | -11.180 | -6.424 | +4 |
865 | fastvit_t12.apple_dist_in1k | 256 | 69.660 | 30.340 | 88.290 | 11.710 | 7.55 | 0.900 | bicubic | -10.704 | -6.752 | +74 |
866 | ecaresnet50d.miil_in1k | 224 | 69.640 | 30.360 | 89.350 | 10.650 | 25.58 | 0.875 | bicubic | -10.978 | -5.962 | +32 |
867 | resnet50d.ra4_e3600_r224_in1k | 224 | 69.640 | 30.360 | 88.900 | 11.100 | 25.58 | 0.950 | bicubic | -11.316 | -6.480 | -18 |
868 | resmlp_24_224.fb_distilled_in1k | 224 | 69.620 | 30.380 | 89.000 | 11.000 | 30.02 | 0.875 | bicubic | -11.146 | -6.220 | +9 |
869 | resnetv2_50d_gn.ah_in1k | 224 | 69.610 | 30.390 | 88.860 | 11.140 | 25.57 | 0.950 | bicubic | -11.184 | -6.496 | +6 |
870 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 224 | 69.600 | 30.400 | 89.290 | 10.710 | 25.03 | 0.875 | bilinear | -10.716 | -6.096 | +71 |
871 | gcresnet50t.ra2_in1k | 256 | 69.600 | 30.400 | 88.930 | 11.070 | 25.90 | 0.900 | bicubic | -11.350 | -6.534 | -21 |
872 | inception_resnet_v2.tf_ens_adv_in1k | 299 | 69.580 | 30.420 | 88.340 | 11.660 | 55.84 | 0.897 | bicubic | -10.412 | -6.616 | +110 |
873 | resnext50d_32x4d.bt_in1k | 288 | 69.570 | 30.430 | 89.260 | 10.740 | 25.05 | 0.950 | bicubic | -11.110 | -6.168 | +20 |
874 | resnext50_32x4d.a1h_in1k | 224 | 69.570 | 30.430 | 88.580 | 11.420 | 25.03 | 0.950 | bicubic | -11.570 | -6.740 | -49 |
875 | gernet_m.idstcv_in1k | 224 | 69.560 | 30.440 | 88.580 | 11.420 | 21.14 | 0.875 | bilinear | -11.166 | -6.604 | +9 |
876 | lambda_resnet50ts.a1h_in1k | 256 | 69.550 | 30.450 | 88.770 | 11.230 | 21.54 | 0.950 | bicubic | -11.636 | -6.326 | -59 |
877 | efficientnet_b3_pruned.in1k | 300 | 69.520 | 30.480 | 88.760 | 11.240 | 9.86 | 0.904 | bicubic | -11.352 | -6.512 | -15 |
878 | cspresnext50.ra_in1k | 256 | 69.520 | 30.480 | 88.710 | 11.290 | 20.57 | 0.887 | bilinear | -11.032 | -6.620 | +27 |
879 | efficientnet_b1.ra4_e3600_r240_in1k | 240 | 69.510 | 30.490 | 89.020 | 10.980 | 7.79 | 0.900 | bicubic | -10.894 | -6.128 | +52 |
880 | resnet50.tv2_in1k | 224 | 69.510 | 30.490 | 88.630 | 11.370 | 25.56 | 0.965 | bilinear | -11.334 | -6.790 | -14 |
881 | vit_wee_patch16_reg1_gap_256.sbb_in1k | 256 | 69.500 | 30.500 | 89.370 | 10.630 | 13.42 | 0.950 | bicubic | -10.768 | -5.990 | +70 |
882 | repvgg_b3g4.rvgg_in1k | 224 | 69.500 | 30.500 | 88.520 | 11.480 | 83.83 | 0.875 | bilinear | -10.748 | -6.582 | +77 |
883 | xcit_tiny_12_p16_384.fb_dist_in1k | 384 | 69.490 | 30.510 | 88.980 | 11.020 | 6.72 | 1.000 | bicubic | -11.462 | -6.452 | -34 |
884 | efficientnet_el_pruned.in1k | 300 | 69.490 | 30.510 | 88.930 | 11.070 | 10.59 | 0.904 | bicubic | -10.804 | -6.288 | +62 |
885 | convnext_nano_ols.d1h_in1k | 224 | 69.490 | 30.510 | 88.430 | 11.570 | 15.65 | 0.950 | bicubic | -11.416 | -6.824 | -31 |
886 | resnext101_64x4d.gluon_in1k | 224 | 69.490 | 30.510 | 88.270 | 11.730 | 83.46 | 0.875 | bicubic | -11.150 | -6.730 | +14 |
887 | hgnet_tiny.paddle_in1k | 288 | 69.480 | 30.520 | 89.220 | 10.780 | 14.74 | 1.000 | bicubic | -11.168 | -6.322 | +10 |
888 | convmixer_768_32.in1k | 224 | 69.480 | 30.520 | 88.940 | 11.060 | 21.11 | 0.960 | bicubic | -10.678 | -6.130 | +77 |
889 | repvit_m1_1.dist_300e_in1k | 224 | 69.480 | 30.520 | 88.700 | 11.300 | 8.80 | 0.950 | bicubic | -11.346 | -6.474 | -21 |
890 | efficientvit_b1.r288_in1k | 288 | 69.480 | 30.520 | 88.590 | 11.410 | 9.10 | 1.000 | bicubic | -10.830 | -6.386 | +55 |
891 | swin_tiny_patch4_window7_224.ms_in1k | 224 | 69.450 | 30.550 | 89.020 | 10.980 | 28.29 | 0.900 | bicubic | -11.938 | -6.738 | -100 |
892 | gcresnet33ts.ra2_in1k | 288 | 69.450 | 30.550 | 88.870 | 11.130 | 19.88 | 1.000 | bicubic | -11.138 | -6.452 | +9 |
893 | res2net101d.in1k | 224 | 69.450 | 30.550 | 88.620 | 11.380 | 45.23 | 0.875 | bilinear | -11.804 | -6.728 | -83 |
894 | regnetx_320.pycls_in1k | 224 | 69.450 | 30.550 | 88.140 | 11.860 | 107.81 | 0.875 | bicubic | -10.812 | -6.872 | +61 |
895 | regnetx_032.tv2_in1k | 224 | 69.440 | 30.560 | 89.120 | 10.880 | 15.30 | 0.965 | bicubic | -11.486 | -6.148 | -42 |
896 | rexnet_150.nav_in1k | 224 | 69.430 | 30.570 | 88.990 | 11.010 | 9.73 | 0.875 | bicubic | -10.880 | -6.178 | +46 |
897 | gcresnext50ts.ch_in1k | 256 | 69.430 | 30.570 | 88.740 | 11.260 | 15.67 | 0.900 | bicubic | -11.178 | -6.440 | +5 |
898 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 336 | 69.420 | 30.580 | 89.370 | 10.630 | 5.76 | 1.000 | bicubic | -11.252 | -6.156 | -5 |
899 | vit_pwee_patch16_reg1_gap_256.sbb_in1k | 256 | 69.420 | 30.580 | 89.100 | 10.900 | 15.25 | 0.950 | bicubic | -10.658 | -5.886 | +78 |
900 | efficientnet_b2.ra_in1k | 288 | 69.410 | 30.590 | 88.670 | 11.330 | 9.11 | 1.000 | bicubic | -11.200 | -6.648 | +1 |
901 | tf_efficientnetv2_b3.in21k_ft_in1k | 240 | 69.400 | 30.600 | 89.100 | 10.900 | 14.36 | 0.900 | bicubic | -11.676 | -6.820 | -68 |
902 | cs3darknet_l.c2ns_in1k | 256 | 69.400 | 30.600 | 88.970 | 11.030 | 21.16 | 0.887 | bicubic | -10.954 | -6.334 | +38 |
903 | inception_v4.tf_in1k | 299 | 69.390 | 30.610 | 88.650 | 11.350 | 42.68 | 0.875 | bicubic | -10.754 | -6.332 | +66 |
904 | gcvit_xxtiny.in1k | 224 | 69.370 | 30.630 | 88.850 | 11.150 | 12.00 | 0.875 | bicubic | -10.380 | -6.210 | +108 |
905 | vit_base_patch32_224.augreg_in21k_ft_in1k | 224 | 69.350 | 30.650 | 89.280 | 10.720 | 88.22 | 0.900 | bicubic | -11.386 | -6.290 | -23 |
906 | xception71.tf_in1k | 299 | 69.350 | 30.650 | 88.210 | 11.790 | 42.34 | 0.903 | bicubic | -10.558 | -6.630 | +82 |
907 | nf_resnet50.ra2_in1k | 288 | 69.340 | 30.660 | 88.690 | 11.310 | 25.56 | 0.940 | bicubic | -11.316 | -6.650 | -12 |
908 | ecaresnetlight.miil_in1k | 224 | 69.320 | 30.680 | 89.200 | 10.800 | 30.16 | 0.875 | bicubic | -11.136 | -6.048 | +12 |
909 | dm_nfnet_f0.dm_in1k | 192 | 69.320 | 30.680 | 88.740 | 11.260 | 71.49 | 0.900 | bicubic | -12.118 | -6.938 | -127 |
910 | tf_efficientnetv2_b3.in1k | 240 | 69.320 | 30.680 | 88.370 | 11.630 | 14.36 | 0.904 | bicubic | -11.392 | -6.806 | -23 |
911 | darknet53.c2ns_in1k | 288 | 69.310 | 30.690 | 88.770 | 11.230 | 41.61 | 1.000 | bicubic | -11.232 | -6.656 | -3 |
912 | eca_resnet33ts.ra2_in1k | 288 | 69.280 | 30.720 | 89.160 | 10.840 | 19.68 | 1.000 | bicubic | -11.436 | -6.222 | -28 |
913 | resnext50_32x4d.tv2_in1k | 224 | 69.280 | 30.720 | 88.410 | 11.590 | 25.03 | 0.965 | bilinear | -11.896 | -6.938 | -94 |
914 | seresnet33ts.ra2_in1k | 288 | 69.260 | 30.740 | 89.020 | 10.980 | 19.78 | 1.000 | bicubic | -11.554 | -6.326 | -43 |
915 | repvit_m1_0.dist_450e_in1k | 224 | 69.260 | 30.740 | 88.750 | 11.250 | 7.30 | 0.950 | bicubic | -11.186 | -6.556 | +11 |
916 | regnetz_b16.ra3_in1k | 224 | 69.230 | 30.770 | 88.370 | 11.630 | 9.72 | 0.940 | bicubic | -10.644 | -6.608 | +81 |
917 | resnet50_gn.a1h_in1k | 224 | 69.200 | 30.800 | 88.410 | 11.590 | 25.56 | 0.940 | bicubic | -10.866 | -6.544 | +61 |
918 | mobilenet_edgetpu_v2_m | 224 | 69.200 | 30.800 | 88.060 | 11.940 | 8.46 | 0.900 | bicubic | -10.918 | -6.934 | +53 |
919 | efficientformer_l1.snap_dist_in1k | 224 | 69.190 | 30.810 | 88.480 | 11.520 | 12.29 | 0.950 | bicubic | -11.312 | -6.512 | -7 |
920 | mobilevitv2_175.cvnets_in1k | 256 | 69.180 | 30.820 | 88.910 | 11.090 | 14.25 | 0.888 | bicubic | -11.694 | -6.350 | -58 |
921 | mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k | 224 | 69.180 | 30.820 | 88.110 | 11.890 | 8.46 | 0.900 | bicubic | -10.950 | -6.888 | +49 |
922 | vit_small_patch16_384.augreg_in1k | 384 | 69.170 | 30.830 | 88.790 | 11.210 | 22.20 | 1.000 | bicubic | -11.964 | -6.786 | -97 |
923 | resnet50.b2k_in1k | 288 | 69.170 | 30.830 | 88.490 | 11.510 | 25.56 | 1.000 | bicubic | -11.300 | -6.818 | -7 |
924 | resnet50d.ra2_in1k | 224 | 69.170 | 30.830 | 88.130 | 11.870 | 25.58 | 0.875 | bicubic | -11.378 | -7.028 | -16 |
925 | cs3darknet_focus_l.c2ns_in1k | 288 | 69.160 | 30.840 | 89.320 | 10.680 | 21.15 | 0.950 | bicubic | -11.750 | -6.358 | -71 |
926 | mobilenetv4_hybrid_medium.e500_r224_in1k | 224 | 69.150 | 30.850 | 88.820 | 11.180 | 11.07 | 0.950 | bicubic | -11.288 | -6.556 | +1 |
927 | edgenext_small_rw.sw_in1k | 320 | 69.140 | 30.860 | 88.750 | 11.250 | 7.83 | 1.000 | bicubic | -11.312 | -6.456 | -4 |
928 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 256 | 69.130 | 30.870 | 89.140 | 10.860 | 9.72 | 1.000 | bicubic | -11.022 | -5.630 | +39 |
929 | repvit_m2.dist_in1k | 224 | 69.130 | 30.870 | 88.570 | 11.430 | 8.80 | 0.950 | bicubic | -11.338 | -6.602 | -11 |
930 | wide_resnet50_2.tv2_in1k | 176 | 69.130 | 30.870 | 88.060 | 11.940 | 68.88 | 0.875 | bilinear | -11.306 | -7.022 | -2 |
931 | poolformerv2_s24.sail_in1k | 224 | 69.110 | 30.890 | 88.570 | 11.430 | 21.34 | 1.000 | bicubic | -11.642 | -6.748 | -52 |
932 | mixnet_xl.ra_in1k | 224 | 69.080 | 30.920 | 88.360 | 11.640 | 11.90 | 0.875 | bicubic | -11.410 | -6.578 | -19 |
933 | tf_efficientnetv2_b2.in1k | 260 | 69.070 | 30.930 | 88.150 | 11.850 | 10.10 | 0.890 | bicubic | -11.156 | -6.860 | +27 |
934 | resnet50d.a2_in1k | 288 | 69.070 | 30.930 | 87.970 | 12.030 | 25.58 | 1.000 | bicubic | -12.098 | -7.130 | -114 |
935 | legacy_seresnext101_32x4d.in1k | 224 | 69.060 | 30.940 | 88.100 | 11.900 | 48.96 | 0.875 | bilinear | -11.214 | -6.932 | +15 |
936 | resnet50.c2_in1k | 224 | 69.010 | 30.990 | 88.120 | 11.880 | 25.56 | 0.950 | bicubic | -10.858 | -6.746 | +62 |
937 | mobilenetv4_conv_medium.e500_r256_in1k | 256 | 69.000 | 31.000 | 88.780 | 11.220 | 9.72 | 0.950 | bicubic | -10.922 | -6.406 | +47 |
938 | mobilevitv2_150.cvnets_in1k | 256 | 69.000 | 31.000 | 88.030 | 11.970 | 10.59 | 0.888 | bicubic | -11.404 | -7.012 | -6 |
939 | resnetblur50.bt_in1k | 288 | 68.990 | 31.010 | 88.400 | 11.600 | 25.56 | 0.950 | bicubic | -11.258 | -6.800 | +16 |
940 | resnetrs101.tf_in1k | 192 | 68.990 | 31.010 | 88.260 | 11.740 | 63.62 | 0.940 | bicubic | -11.720 | -6.978 | -53 |
941 | resnet152c.gluon_in1k | 224 | 68.990 | 31.010 | 87.660 | 12.340 | 60.21 | 0.875 | bicubic | -10.916 | -6.944 | +51 |
942 | vit_base_patch16_384.augreg_in1k | 384 | 68.970 | 31.030 | 88.410 | 11.590 | 86.86 | 1.000 | bicubic | -12.126 | -6.924 | -110 |
943 | seresnet33ts.ra2_in1k | 256 | 68.960 | 31.040 | 88.360 | 11.640 | 19.78 | 0.900 | bicubic | -11.412 | -6.746 | -6 |
944 | regnety_120.pycls_in1k | 224 | 68.960 | 31.040 | 88.170 | 11.830 | 51.82 | 0.875 | bicubic | -11.422 | -6.934 | -11 |
945 | vit_small_patch32_384.augreg_in21k_ft_in1k | 384 | 68.930 | 31.070 | 89.650 | 10.350 | 22.92 | 1.000 | bicubic | -11.552 | -5.956 | -30 |
946 | resnet50.b1k_in1k | 288 | 68.930 | 31.070 | 88.480 | 11.520 | 25.56 | 1.000 | bicubic | -11.776 | -6.952 | -58 |
947 | cs3darknet_focus_l.c2ns_in1k | 256 | 68.920 | 31.080 | 88.820 | 11.180 | 21.15 | 0.887 | bicubic | -11.332 | -6.478 | +9 |
948 | resnet50d.a1_in1k | 224 | 68.910 | 31.090 | 87.980 | 12.020 | 25.58 | 0.950 | bicubic | -11.820 | -6.698 | -65 |
949 | hgnetv2_b1.ssld_stage2_ft_in1k | 288 | 68.900 | 31.100 | 89.070 | 10.930 | 6.34 | 1.000 | bicubic | -11.004 | -5.596 | +43 |
950 | convnextv2_pico.fcmae_ft_in1k | 224 | 68.900 | 31.100 | 88.450 | 11.550 | 9.07 | 0.875 | bicubic | -11.404 | -6.632 | -6 |
951 | resnet50.a1h_in1k | 224 | 68.880 | 31.120 | 88.310 | 11.690 | 25.56 | 1.000 | bicubic | -11.772 | -7.002 | -56 |
952 | resnext101_32x4d.gluon_in1k | 224 | 68.880 | 31.120 | 88.280 | 11.720 | 44.18 | 0.875 | bicubic | -11.456 | -6.628 | -11 |
953 | resnetv2_50.a1h_in1k | 224 | 68.870 | 31.130 | 88.400 | 11.600 | 25.55 | 0.950 | bicubic | -11.536 | -6.684 | -23 |
954 | ecaresnet50t.a2_in1k | 224 | 68.870 | 31.130 | 88.090 | 11.910 | 25.57 | 0.950 | bicubic | -12.014 | -6.932 | -95 |
955 | gcresnet33ts.ra2_in1k | 256 | 68.860 | 31.140 | 88.520 | 11.480 | 19.88 | 0.900 | bicubic | -11.218 | -6.610 | +22 |
956 | hrnet_w64.ms_in1k | 224 | 68.860 | 31.140 | 88.150 | 11.850 | 128.06 | 0.875 | bilinear | -10.598 | -6.498 | +87 |
957 | convnext_pico_ols.d1_in1k | 288 | 68.850 | 31.150 | 88.720 | 11.280 | 9.06 | 1.000 | bicubic | -11.608 | -6.528 | -36 |
958 | cspdarknet53.ra_in1k | 256 | 68.850 | 31.150 | 88.550 | 11.450 | 27.64 | 0.887 | bilinear | -11.256 | -6.518 | +14 |
959 | seresnet50.ra2_in1k | 224 | 68.830 | 31.170 | 88.600 | 11.400 | 28.09 | 0.875 | bicubic | -11.430 | -6.468 | -4 |
960 | xception65.tf_in1k | 299 | 68.800 | 31.200 | 88.260 | 11.740 | 39.92 | 0.903 | bicubic | -10.754 | -6.400 | +73 |
961 | resnet101d.gluon_in1k | 224 | 68.790 | 31.210 | 88.080 | 11.920 | 44.57 | 0.875 | bicubic | -11.676 | -6.954 | -41 |
962 | resnet152.gluon_in1k | 224 | 68.790 | 31.210 | 87.590 | 12.410 | 60.19 | 0.875 | bicubic | -10.922 | -7.130 | +57 |
963 | eca_resnet33ts.ra2_in1k | 256 | 68.780 | 31.220 | 88.510 | 11.490 | 19.68 | 0.900 | bicubic | -11.312 | -6.470 | +11 |
964 | mobilenetv4_conv_medium.e500_r224_in1k | 256 | 68.770 | 31.230 | 88.870 | 11.130 | 9.72 | 1.000 | bicubic | -11.068 | -6.324 | +38 |
965 | tf_efficientnet_b2.ap_in1k | 260 | 68.770 | 31.230 | 88.310 | 11.690 | 9.11 | 0.890 | bicubic | -11.526 | -6.722 | -22 |
966 | poolformer_s24.sail_in1k | 224 | 68.770 | 31.230 | 88.270 | 11.730 | 21.39 | 0.900 | bicubic | -11.530 | -6.790 | -20 |
967 | repvgg_b2g4.rvgg_in1k | 224 | 68.770 | 31.230 | 88.240 | 11.760 | 61.76 | 0.875 | bilinear | -10.626 | -6.440 | +82 |
968 | resnet50.a2_in1k | 288 | 68.770 | 31.230 | 87.950 | 12.050 | 25.56 | 1.000 | bicubic | -12.010 | -7.028 | -88 |
969 | convnext_pico.d1_in1k | 288 | 68.750 | 31.250 | 88.370 | 11.630 | 9.05 | 0.950 | bicubic | -11.680 | -6.690 | -41 |
970 | wide_resnet101_2.tv2_in1k | 176 | 68.750 | 31.250 | 87.600 | 12.400 | 126.89 | 0.875 | bilinear | -11.738 | -7.380 | -55 |
971 | seresnet50.a1_in1k | 224 | 68.730 | 31.270 | 87.500 | 12.500 | 28.09 | 0.950 | bicubic | -11.282 | -7.206 | +8 |
972 | resnext50_32x4d.a2_in1k | 224 | 68.730 | 31.270 | 87.380 | 12.620 | 25.03 | 0.950 | bicubic | -11.714 | -7.250 | -45 |
973 | resnet101s.gluon_in1k | 224 | 68.720 | 31.280 | 87.720 | 12.280 | 44.67 | 0.875 | bicubic | -11.566 | -7.430 | -25 |
974 | regnety_160.pycls_in1k | 224 | 68.710 | 31.290 | 88.200 | 11.800 | 83.59 | 0.875 | bicubic | -11.574 | -6.782 | -25 |
975 | resnext50d_32x4d.bt_in1k | 224 | 68.700 | 31.300 | 88.220 | 11.780 | 25.05 | 0.875 | bicubic | -10.972 | -6.658 | +48 |
976 | seresnet50.a2_in1k | 224 | 68.690 | 31.310 | 87.490 | 12.510 | 28.09 | 0.950 | bicubic | -11.412 | -7.230 | -3 |
977 | hgnet_tiny.paddle_in1k | 224 | 68.680 | 31.320 | 88.210 | 11.790 | 14.74 | 0.965 | bicubic | -11.208 | -6.838 | +18 |
978 | repvit_m1_0.dist_300e_in1k | 224 | 68.670 | 31.330 | 88.060 | 11.940 | 7.30 | 0.950 | bicubic | -11.482 | -7.238 | -11 |
979 | dpn131.mx_in1k | 224 | 68.670 | 31.330 | 87.390 | 12.610 | 79.25 | 0.875 | bicubic | -11.164 | -7.318 | +27 |
980 | resnet50.c1_in1k | 224 | 68.640 | 31.360 | 87.770 | 12.230 | 25.56 | 0.950 | bicubic | -11.126 | -7.188 | +30 |
981 | resnet152.a3_in1k | 224 | 68.640 | 31.360 | 87.680 | 12.320 | 60.19 | 0.950 | bicubic | -11.908 | -7.324 | -73 |
982 | nf_resnet50.ra2_in1k | 256 | 68.620 | 31.380 | 88.420 | 11.580 | 25.56 | 0.940 | bicubic | -11.604 | -6.684 | -21 |
983 | efficientnet_b0.ra4_e3600_r224_in1k | 256 | 68.620 | 31.380 | 87.900 | 12.100 | 5.29 | 1.000 | bicubic | -10.750 | -6.852 | +72 |
984 | xcit_tiny_12_p8_224.fb_in1k | 224 | 68.600 | 31.400 | 88.690 | 11.310 | 6.71 | 1.000 | bicubic | -11.112 | -6.364 | +33 |
985 | gmlp_s16_224.ra3_in1k | 224 | 68.600 | 31.400 | 87.950 | 12.050 | 19.42 | 0.875 | bicubic | -11.044 | -6.678 | +43 |
986 | seresnext50_32x4d.gluon_in1k | 224 | 68.570 | 31.430 | 88.150 | 11.850 | 27.56 | 0.875 | bicubic | -11.348 | -6.666 | -1 |
987 | regnety_080.pycls_in1k | 224 | 68.570 | 31.430 | 87.970 | 12.030 | 39.18 | 0.875 | bicubic | -11.312 | -6.866 | +10 |
988 | regnetx_160.pycls_in1k | 224 | 68.560 | 31.440 | 88.280 | 11.720 | 54.28 | 0.875 | bicubic | -11.298 | -6.544 | +13 |
989 | dpn107.mx_in1k | 224 | 68.560 | 31.440 | 88.090 | 11.910 | 86.92 | 0.875 | bicubic | -11.608 | -6.846 | -24 |
990 | deit_small_patch16_224.fb_in1k | 224 | 68.550 | 31.450 | 88.190 | 11.810 | 22.05 | 0.900 | bicubic | -11.312 | -6.866 | +9 |
991 | resnet50.d_in1k | 224 | 68.530 | 31.470 | 87.650 | 12.350 | 25.56 | 0.950 | bicubic | -11.374 | -7.498 | +2 |
992 | resnet50.ram_in1k | 288 | 68.520 | 31.480 | 88.430 | 11.570 | 25.56 | 0.950 | bicubic | -11.454 | -6.610 | -9 |
993 | resnet152.tv2_in1k | 176 | 68.520 | 31.480 | 87.720 | 12.280 | 60.19 | 0.875 | bilinear | -11.692 | -6.934 | -30 |
994 | skresnext50_32x4d.ra_in1k | 224 | 68.470 | 31.530 | 87.620 | 12.380 | 27.48 | 0.875 | bicubic | -11.696 | -7.024 | -31 |
995 | resnet50.a1_in1k | 224 | 68.470 | 31.530 | 87.590 | 12.410 | 25.56 | 0.950 | bicubic | -11.912 | -7.008 | -60 |
996 | resnext50_32x4d.a1_in1k | 224 | 68.470 | 31.530 | 87.380 | 12.620 | 25.03 | 0.950 | bicubic | -12.056 | -7.078 | -85 |
997 | resnext50_32x4d.ra_in1k | 224 | 68.450 | 31.550 | 87.560 | 12.440 | 25.03 | 0.875 | bicubic | -11.350 | -7.048 | +12 |
998 | tf_efficientnet_b2.aa_in1k | 260 | 68.440 | 31.560 | 88.020 | 11.980 | 9.11 | 0.890 | bicubic | -11.642 | -6.892 | -24 |
999 | resnet101.a3_in1k | 224 | 68.440 | 31.560 | 87.420 | 12.580 | 44.55 | 0.950 | bicubic | -11.380 | -7.194 | +10 |
1000 | darknetaa53.c2ns_in1k | 288 | 68.420 | 31.580 | 88.780 | 11.220 | 36.02 | 1.000 | bilinear | -12.108 | -6.548 | -92 |
1001 | fbnetv3_d.ra2_in1k | 256 | 68.420 | 31.580 | 88.410 | 11.590 | 10.31 | 0.950 | bilinear | -11.244 | -6.546 | +24 |
1002 | xcit_tiny_24_p16_224.fb_in1k | 224 | 68.400 | 31.600 | 88.100 | 11.900 | 12.12 | 1.000 | bicubic | -11.058 | -6.782 | +38 |
1003 | darknet53.c2ns_in1k | 256 | 68.400 | 31.600 | 88.010 | 11.990 | 41.61 | 0.887 | bicubic | -11.602 | -7.032 | -21 |
1004 | cspresnet50.ra_in1k | 256 | 68.400 | 31.600 | 87.950 | 12.050 | 21.62 | 0.887 | bilinear | -11.188 | -6.740 | +28 |
1005 | res2net50d.in1k | 224 | 68.380 | 31.620 | 88.040 | 11.960 | 25.72 | 0.875 | bilinear | -11.890 | -6.980 | -55 |
1006 | dla102x2.in1k | 224 | 68.380 | 31.620 | 87.790 | 12.210 | 41.28 | 0.875 | bilinear | -11.068 | -6.864 | +41 |
1007 | tf_efficientnet_b3.in1k | 300 | 68.370 | 31.630 | 88.560 | 11.440 | 12.23 | 0.904 | bicubic | -12.510 | -6.766 | -146 |
1008 | cait_xxs36_224.fb_dist_in1k | 224 | 68.360 | 31.640 | 88.640 | 11.360 | 17.30 | 1.000 | bicubic | -11.378 | -6.222 | +7 |
1009 | regnety_064.pycls_in1k | 224 | 68.360 | 31.640 | 88.050 | 11.950 | 30.58 | 0.875 | bicubic | -11.368 | -6.714 | +7 |
1010 | rexnet_130.nav_in1k | 224 | 68.360 | 31.640 | 87.990 | 12.010 | 7.56 | 0.875 | bicubic | -11.130 | -6.694 | +31 |
1011 | efficientvit_b1.r256_in1k | 256 | 68.350 | 31.650 | 87.910 | 12.090 | 9.10 | 1.000 | bicubic | -11.394 | -6.868 | +3 |
1012 | vit_base_patch16_224.sam_in1k | 224 | 68.350 | 31.650 | 87.680 | 12.320 | 86.57 | 0.900 | bicubic | -11.892 | -7.088 | -52 |
1013 | hgnetv2_b1.ssld_stage1_in22k_in1k | 288 | 68.340 | 31.660 | 88.840 | 11.160 | 6.34 | 1.000 | bicubic | -10.708 | -6.042 | +81 |
1014 | resnet50.fb_ssl_yfcc100m_ft_in1k | 224 | 68.330 | 31.670 | 88.560 | 11.440 | 25.56 | 0.875 | bilinear | -10.922 | -5.730 | +58 |
1015 | dpn98.mx_in1k | 224 | 68.310 | 31.690 | 87.560 | 12.440 | 61.57 | 0.875 | bicubic | -11.346 | -7.082 | +9 |
1016 | resnet50d.a2_in1k | 224 | 68.310 | 31.690 | 87.300 | 12.700 | 25.58 | 0.950 | bicubic | -11.958 | -7.342 | -62 |
1017 | mobilenetv4_conv_blur_medium.e500_r224_in1k | 224 | 68.290 | 31.710 | 88.350 | 11.650 | 9.72 | 0.950 | bicubic | -11.156 | -6.570 | +30 |
1018 | resmlp_big_24_224.fb_in1k | 224 | 68.280 | 31.720 | 87.700 | 12.300 | 129.14 | 0.875 | bicubic | -12.754 | -7.326 | -177 |
1019 | fastvit_s12.apple_in1k | 256 | 68.260 | 31.740 | 87.840 | 12.160 | 9.47 | 0.900 | bicubic | -11.660 | -6.952 | -34 |
1020 | ese_vovnet39b.ra_in1k | 224 | 68.250 | 31.750 | 88.210 | 11.790 | 24.57 | 0.875 | bicubic | -11.066 | -6.504 | +42 |
1021 | resnext50_32x4d.gluon_in1k | 224 | 68.240 | 31.760 | 87.400 | 12.600 | 25.03 | 0.875 | bicubic | -11.114 | -7.024 | +35 |
1022 | ecaresnet26t.ra2_in1k | 320 | 68.230 | 31.770 | 88.640 | 11.360 | 16.01 | 0.950 | bicubic | -11.670 | -6.430 | -28 |
1023 | regnetx_120.pycls_in1k | 224 | 68.230 | 31.770 | 87.560 | 12.440 | 46.11 | 0.875 | bicubic | -11.378 | -7.174 | +6 |
1024 | resnet50.ra_in1k | 288 | 68.220 | 31.780 | 87.940 | 12.060 | 25.56 | 0.950 | bicubic | -11.640 | -6.862 | -24 |
1025 | efficientnet_b2_pruned.in1k | 260 | 68.210 | 31.790 | 88.090 | 11.910 | 8.31 | 0.890 | bicubic | -11.698 | -6.820 | -36 |
1026 | ecaresnet50d_pruned.miil_in1k | 224 | 68.170 | 31.830 | 88.350 | 11.650 | 19.94 | 0.875 | bicubic | -11.552 | -6.522 | -9 |
1027 | efficientnet_b2.ra_in1k | 256 | 68.150 | 31.850 | 87.810 | 12.190 | 9.11 | 0.875 | bicubic | -11.190 | -6.766 | +31 |
1028 | mobileone_s4.apple_in1k | 224 | 68.150 | 31.850 | 87.100 | 12.900 | 14.95 | 0.900 | bilinear | -11.300 | -7.390 | +17 |
1029 | pit_xs_distilled_224.in1k | 224 | 68.130 | 31.870 | 87.810 | 12.190 | 11.00 | 0.900 | bicubic | -11.038 | -6.558 | +52 |
1030 | tf_efficientnet_el.in1k | 300 | 68.110 | 31.890 | 88.020 | 11.980 | 10.59 | 0.904 | bicubic | -12.132 | -7.098 | -71 |
1031 | efficientformerv2_s1.snap_dist_in1k | 224 | 68.060 | 31.940 | 88.190 | 11.810 | 6.19 | 0.950 | bicubic | -11.624 | -6.500 | -11 |
1032 | tiny_vit_5m_224.in1k | 224 | 68.060 | 31.940 | 87.660 | 12.340 | 5.39 | 0.950 | bicubic | -11.136 | -7.142 | +48 |
1033 | resmlp_36_224.fb_in1k | 224 | 68.040 | 31.960 | 88.170 | 11.830 | 44.69 | 0.875 | bicubic | -11.732 | -6.718 | -23 |
1034 | fbnetv3_b.ra2_in1k | 256 | 68.030 | 31.970 | 87.900 | 12.100 | 8.60 | 0.950 | bilinear | -11.124 | -6.832 | +48 |
1035 | resnet50.tv2_in1k | 176 | 68.030 | 31.970 | 87.370 | 12.630 | 25.56 | 0.875 | bilinear | -11.402 | -7.262 | +13 |
1036 | fastvit_t12.apple_in1k | 256 | 68.020 | 31.980 | 87.700 | 12.300 | 7.55 | 0.900 | bicubic | -11.256 | -6.870 | +31 |
1037 | convnext_pico_ols.d1_in1k | 224 | 68.000 | 32.000 | 87.890 | 12.110 | 9.06 | 0.950 | bicubic | -11.542 | -6.816 | -2 |
1038 | dpn68b.ra_in1k | 288 | 68.000 | 32.000 | 87.280 | 12.720 | 12.61 | 1.000 | bicubic | -11.344 | -7.146 | +19 |
1039 | convnext_pico.d1_in1k | 224 | 67.990 | 32.010 | 87.730 | 12.270 | 9.05 | 0.875 | bicubic | -11.526 | -6.824 | 0 |
1040 | edgenext_small_rw.sw_in1k | 256 | 67.960 | 32.040 | 88.310 | 11.690 | 7.83 | 0.900 | bicubic | -11.630 | -6.208 | -10 |
1041 | tf_efficientnet_lite3.in1k | 300 | 67.960 | 32.040 | 87.810 | 12.190 | 8.20 | 0.904 | bilinear | -11.872 | -7.060 | -35 |
1042 | regnetx_080.pycls_in1k | 224 | 67.950 | 32.050 | 87.040 | 12.960 | 39.57 | 0.875 | bicubic | -11.266 | -7.508 | +34 |
1043 | resnet50d.gluon_in1k | 224 | 67.950 | 32.050 | 86.930 | 13.070 | 25.58 | 0.875 | bicubic | -11.130 | -7.528 | +47 |
1044 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 448 | 67.910 | 32.090 | 89.090 | 10.910 | 25.55 | 1.000 | bilinear | -12.468 | -6.270 | -110 |
1045 | tf_efficientnetv2_b2.in1k | 208 | 67.910 | 32.090 | 87.010 | 12.990 | 10.10 | 0.890 | bicubic | -11.296 | -7.592 | +34 |
1046 | resnetrs50.tf_in1k | 224 | 67.900 | 32.100 | 87.660 | 12.340 | 35.69 | 0.910 | bicubic | -12.016 | -7.314 | -59 |
1047 | legacy_seresnext50_32x4d.in1k | 224 | 67.900 | 32.100 | 87.620 | 12.380 | 27.56 | 0.875 | bilinear | -11.184 | -6.812 | +41 |
1048 | regnetx_016.tv2_in1k | 224 | 67.890 | 32.110 | 88.200 | 11.800 | 9.19 | 0.965 | bicubic | -11.562 | -6.572 | -4 |
1049 | levit_192.fb_dist_in1k | 224 | 67.870 | 32.130 | 87.900 | 12.100 | 10.95 | 0.900 | bicubic | -11.980 | -6.904 | -46 |
1050 | nf_regnet_b1.ra2_in1k | 288 | 67.860 | 32.140 | 87.990 | 12.010 | 10.22 | 0.900 | bicubic | -11.508 | -6.736 | +3 |
1051 | tf_efficientnetv2_b1.in1k | 240 | 67.860 | 32.140 | 87.670 | 12.330 | 8.14 | 0.882 | bicubic | -11.658 | -6.912 | -13 |
1052 | resnet50.b2k_in1k | 224 | 67.860 | 32.140 | 87.320 | 12.680 | 25.56 | 0.950 | bicubic | -11.520 | -7.256 | 0 |
1053 | levit_conv_192.fb_dist_in1k | 224 | 67.850 | 32.150 | 87.890 | 12.110 | 10.95 | 0.900 | bicubic | -12.010 | -7.080 | -52 |
1054 | hgnetv2_b1.ssld_stage2_ft_in1k | 224 | 67.840 | 32.160 | 88.000 | 12.000 | 6.34 | 0.965 | bicubic | -11.056 | -6.484 | +49 |
1055 | repvit_m0_9.dist_450e_in1k | 224 | 67.830 | 32.170 | 87.670 | 12.330 | 5.49 | 0.950 | bicubic | -11.228 | -6.718 | +35 |
1056 | eca_botnext26ts_256.c1_in1k | 256 | 67.830 | 32.170 | 86.970 | 13.030 | 10.59 | 0.950 | bicubic | -11.442 | -7.624 | +13 |
1057 | hrnet_w48.ms_in1k | 224 | 67.820 | 32.180 | 87.350 | 12.650 | 77.47 | 0.875 | bilinear | -11.504 | -7.184 | +3 |
1058 | efficientvit_b1.r224_in1k | 224 | 67.810 | 32.190 | 87.290 | 12.710 | 9.10 | 0.950 | bicubic | -11.430 | -7.004 | +15 |
1059 | resnet50.a2_in1k | 224 | 67.810 | 32.190 | 86.870 | 13.130 | 25.56 | 0.950 | bicubic | -12.018 | -7.690 | -51 |
1060 | resnet101.tv2_in1k | 176 | 67.800 | 32.200 | 87.350 | 12.650 | 44.55 | 0.875 | bilinear | -12.106 | -7.500 | -69 |
1061 | resnet50.b1k_in1k | 224 | 67.800 | 32.200 | 87.330 | 12.670 | 25.56 | 0.950 | bicubic | -11.764 | -7.292 | -29 |
1062 | resnext101_32x8d.tv_in1k | 224 | 67.760 | 32.240 | 87.350 | 12.650 | 88.79 | 0.875 | bilinear | -11.554 | -7.174 | +1 |
1063 | hrnet_w44.ms_in1k | 224 | 67.750 | 32.250 | 87.510 | 12.490 | 67.06 | 0.875 | bilinear | -11.132 | -6.864 | +44 |
1064 | resnet50.bt_in1k | 288 | 67.740 | 32.260 | 87.900 | 12.100 | 25.56 | 0.950 | bicubic | -11.912 | -7.008 | -39 |
1065 | coat_lite_mini.in1k | 224 | 67.740 | 32.260 | 87.790 | 12.210 | 11.01 | 0.900 | bicubic | -11.356 | -6.802 | +22 |
1066 | darknetaa53.c2ns_in1k | 256 | 67.730 | 32.270 | 88.090 | 11.910 | 36.02 | 0.887 | bilinear | -12.016 | -6.812 | -54 |
1067 | tf_efficientnet_b0.ns_jft_in1k | 224 | 67.730 | 32.270 | 87.960 | 12.040 | 5.29 | 0.875 | bicubic | -10.954 | -6.410 | +60 |
1068 | lambda_resnet26t.c1_in1k | 256 | 67.700 | 32.300 | 87.730 | 12.270 | 10.96 | 0.940 | bicubic | -11.426 | -6.824 | +17 |
1069 | resmlp_24_224.fb_in1k | 224 | 67.700 | 32.300 | 87.570 | 12.430 | 30.02 | 0.875 | bicubic | -11.680 | -6.980 | -17 |
1070 | ecaresnet50t.a3_in1k | 224 | 67.680 | 32.320 | 87.520 | 12.480 | 25.57 | 0.950 | bicubic | -11.868 | -7.190 | -36 |
1071 | regnetx_064.pycls_in1k | 224 | 67.670 | 32.330 | 87.460 | 12.540 | 26.21 | 0.875 | bicubic | -11.390 | -7.010 | +18 |
1072 | halonet26t.a1h_in1k | 256 | 67.670 | 32.330 | 87.320 | 12.680 | 12.48 | 0.950 | bicubic | -11.464 | -7.020 | +13 |
1073 | efficientnet_em.ra2_in1k | 240 | 67.660 | 32.340 | 88.210 | 11.790 | 6.90 | 0.882 | bicubic | -11.604 | -6.586 | -4 |
1074 | regnety_040.pycls_in1k | 224 | 67.650 | 32.350 | 87.370 | 12.630 | 20.65 | 0.875 | bicubic | -11.586 | -7.294 | +1 |
1075 | eca_halonext26ts.c1_in1k | 256 | 67.650 | 32.350 | 87.260 | 12.740 | 10.76 | 0.940 | bicubic | -11.868 | -7.450 | -37 |
1076 | dla169.in1k | 224 | 67.620 | 32.380 | 87.440 | 12.560 | 53.39 | 0.875 | bilinear | -11.086 | -6.898 | +48 |
1077 | efficientnet_b1.ft_in1k | 256 | 67.610 | 32.390 | 87.470 | 12.530 | 7.79 | 1.000 | bicubic | -11.188 | -6.872 | +37 |
1078 | dpn92.mx_in1k | 224 | 67.580 | 32.420 | 87.270 | 12.730 | 37.67 | 0.875 | bicubic | -12.448 | -7.608 | -100 |
1079 | resnext50_32x4d.a3_in1k | 224 | 67.580 | 32.420 | 86.890 | 13.110 | 25.03 | 0.950 | bicubic | -11.672 | -7.936 | -5 |
1080 | convnext_tiny.fb_in22k_ft_in1k | 288 | 67.570 | 32.430 | 87.470 | 12.530 | 28.59 | 1.000 | bicubic | -11.380 | -7.238 | +19 |
1081 | resnext50_32x4d.tv2_in1k | 176 | 67.560 | 32.440 | 86.720 | 13.280 | 25.03 | 0.875 | bilinear | -11.814 | -7.582 | -28 |
1082 | legacy_xception.tf_in1k | 299 | 67.550 | 32.450 | 87.520 | 12.480 | 22.86 | 0.897 | bicubic | -11.500 | -6.866 | +11 |
1083 | inception_v3.gluon_in1k | 299 | 67.550 | 32.450 | 87.260 | 12.740 | 23.83 | 0.875 | bicubic | -11.254 | -7.114 | +30 |
1084 | mobilevitv2_125.cvnets_in1k | 256 | 67.540 | 32.460 | 87.450 | 12.550 | 7.48 | 0.888 | bicubic | -12.138 | -7.394 | -62 |
1085 | regnety_008_tv.tv2_in1k | 224 | 67.520 | 32.480 | 87.890 | 12.110 | 6.43 | 0.965 | bicubic | -11.136 | -6.492 | +44 |
1086 | resnet33ts.ra2_in1k | 288 | 67.510 | 32.490 | 87.920 | 12.080 | 19.68 | 1.000 | bicubic | -12.198 | -6.894 | -68 |
1087 | resnetblur50.bt_in1k | 224 | 67.510 | 32.490 | 87.480 | 12.520 | 25.56 | 0.875 | bicubic | -11.796 | -7.058 | -23 |
1088 | hrnet_w40.ms_in1k | 224 | 67.510 | 32.490 | 87.110 | 12.890 | 57.56 | 0.875 | bilinear | -11.414 | -7.368 | +15 |
1089 | hgnetv2_b1.ssld_stage1_in22k_in1k | 224 | 67.480 | 32.520 | 87.900 | 12.100 | 6.34 | 0.965 | bicubic | -10.598 | -6.286 | +90 |
1090 | resnet34d.ra2_in1k | 288 | 67.480 | 32.520 | 87.890 | 12.110 | 21.82 | 0.950 | bicubic | -10.960 | -6.458 | +60 |
1091 | tf_efficientnet_b1.ap_in1k | 240 | 67.480 | 32.520 | 87.520 | 12.480 | 7.79 | 0.882 | bicubic | -11.808 | -6.796 | -26 |
1092 | legacy_seresnet152.in1k | 224 | 67.480 | 32.520 | 87.490 | 12.510 | 66.82 | 0.875 | bilinear | -11.180 | -6.882 | +37 |
1093 | regnety_032.pycls_in1k | 224 | 67.470 | 32.530 | 87.150 | 12.850 | 19.44 | 0.875 | bicubic | -11.426 | -7.278 | +11 |
1094 | resnet50.ram_in1k | 224 | 67.460 | 32.540 | 87.370 | 12.630 | 25.56 | 0.875 | bicubic | -11.572 | -7.016 | +1 |
1095 | resnet32ts.ra2_in1k | 288 | 67.420 | 32.580 | 87.480 | 12.520 | 17.96 | 1.000 | bicubic | -11.968 | -7.196 | -45 |
1096 | convnext_femto_ols.d1_in1k | 288 | 67.420 | 32.580 | 87.320 | 12.680 | 5.23 | 0.950 | bicubic | -11.494 | -7.228 | +6 |
1097 | res2net101_26w_4s.in1k | 224 | 67.410 | 32.590 | 87.240 | 12.760 | 45.21 | 0.875 | bilinear | -11.776 | -7.224 | -17 |
1098 | res2net50_26w_8s.in1k | 224 | 67.390 | 32.610 | 87.160 | 12.840 | 48.40 | 0.875 | bilinear | -11.558 | -7.120 | +2 |
1099 | tf_efficientnet_cc_b1_8e.in1k | 240 | 67.370 | 32.630 | 87.250 | 12.750 | 39.72 | 0.882 | bicubic | -11.952 | -7.130 | -38 |
1100 | resnet101.gluon_in1k | 224 | 67.360 | 32.640 | 87.050 | 12.950 | 44.55 | 0.875 | bicubic | -11.946 | -7.582 | -35 |
1101 | ecaresnet26t.ra2_in1k | 256 | 67.340 | 32.660 | 87.670 | 12.330 | 16.01 | 0.875 | bicubic | -11.546 | -6.874 | +4 |
1102 | efficientnet_b0.ra4_e3600_r224_in1k | 224 | 67.340 | 32.660 | 87.140 | 12.860 | 5.29 | 0.900 | bicubic | -11.232 | -7.198 | +33 |
1103 | mobilenetv4_conv_medium.e500_r224_in1k | 224 | 67.330 | 32.670 | 87.940 | 12.060 | 9.72 | 0.950 | bicubic | -11.762 | -6.848 | -16 |
1104 | resnet101c.gluon_in1k | 224 | 67.320 | 32.680 | 87.060 | 12.940 | 44.57 | 0.875 | bicubic | -12.222 | -7.528 | -68 |
1105 | xception41.tf_in1k | 299 | 67.310 | 32.690 | 87.120 | 12.880 | 26.97 | 0.903 | bicubic | -11.214 | -7.178 | +33 |
1106 | hgnetv2_b0.ssld_stage2_ft_in1k | 288 | 67.290 | 32.710 | 87.690 | 12.310 | 6.00 | 1.000 | bicubic | -11.308 | -6.690 | +25 |
1107 | cait_xxs24_224.fb_dist_in1k | 224 | 67.290 | 32.710 | 87.500 | 12.500 | 11.96 | 1.000 | bicubic | -11.102 | -6.834 | +49 |
1108 | repvit_m0_9.dist_300e_in1k | 224 | 67.260 | 32.740 | 87.160 | 12.840 | 5.49 | 0.950 | bicubic | -11.394 | -6.954 | +22 |
1109 | resnet50.a1h_in1k | 176 | 67.250 | 32.750 | 87.110 | 12.890 | 25.56 | 0.900 | bicubic | -12.010 | -7.388 | -40 |
1110 | resnet50.ra_in1k | 224 | 67.250 | 32.750 | 86.940 | 13.060 | 25.56 | 0.875 | bicubic | -11.564 | -7.380 | +3 |
1111 | nf_regnet_b1.ra2_in1k | 256 | 67.240 | 32.760 | 87.230 | 12.770 | 10.22 | 0.900 | bicubic | -11.482 | -7.156 | +10 |
1112 | regnetx_032.pycls_in1k | 224 | 67.230 | 32.770 | 86.950 | 13.050 | 15.30 | 0.875 | bicubic | -10.936 | -7.140 | +58 |
1113 | coat_tiny.in1k | 224 | 67.220 | 32.780 | 87.390 | 12.610 | 5.50 | 0.900 | bicubic | -11.222 | -6.646 | +37 |
1114 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 256 | 67.210 | 32.790 | 86.530 | 13.470 | 119.42 | 0.900 | bicubic | -12.286 | -7.584 | -74 |
1115 | tf_efficientnet_b2.in1k | 260 | 67.200 | 32.800 | 87.520 | 12.480 | 9.11 | 0.890 | bicubic | -12.414 | -7.204 | -87 |
1116 | botnet26t_256.c1_in1k | 256 | 67.190 | 32.810 | 87.480 | 12.520 | 12.49 | 0.950 | bicubic | -12.066 | -7.050 | -45 |
1117 | convnext_femto.d1_in1k | 288 | 67.170 | 32.830 | 87.500 | 12.500 | 5.22 | 0.950 | bicubic | -11.540 | -6.748 | +4 |
1118 | repghostnet_200.in1k | 224 | 67.170 | 32.830 | 87.240 | 12.760 | 9.80 | 0.875 | bicubic | -11.620 | -7.096 | -1 |
1119 | resnet33ts.ra2_in1k | 256 | 67.160 | 32.840 | 87.400 | 12.600 | 19.68 | 0.900 | bicubic | -12.056 | -7.176 | -43 |
1120 | resnet152.a3_in1k | 160 | 67.140 | 32.860 | 86.490 | 13.510 | 60.19 | 0.950 | bicubic | -11.756 | -7.634 | -15 |
1121 | dla60_res2net.in1k | 224 | 67.130 | 32.870 | 87.060 | 12.940 | 20.85 | 0.875 | bilinear | -11.350 | -7.026 | +24 |
1122 | convnextv2_femto.fcmae_ft_in1k | 288 | 67.120 | 32.880 | 87.430 | 12.570 | 5.23 | 0.950 | bicubic | -12.212 | -7.172 | -65 |
1123 | legacy_seresnet101.in1k | 224 | 67.120 | 32.880 | 87.180 | 12.820 | 49.33 | 0.875 | bilinear | -11.276 | -7.078 | +32 |
1124 | resnest26d.gluon_in1k | 224 | 67.120 | 32.880 | 87.120 | 12.880 | 17.07 | 0.875 | bilinear | -11.356 | -7.180 | +25 |
1125 | fbnetv3_d.ra2_in1k | 224 | 67.090 | 32.910 | 87.650 | 12.350 | 10.31 | 0.950 | bilinear | -11.566 | -6.804 | +3 |
1126 | dla60x.in1k | 224 | 67.060 | 32.940 | 87.230 | 12.770 | 17.35 | 0.875 | bilinear | -11.170 | -6.790 | +39 |
1127 | mixnet_l.ft_in1k | 224 | 67.060 | 32.940 | 86.770 | 13.230 | 7.33 | 0.875 | bicubic | -11.910 | -7.410 | -29 |
1128 | resnet152.tv_in1k | 224 | 67.040 | 32.960 | 87.460 | 12.540 | 60.19 | 0.875 | bilinear | -11.290 | -6.676 | +32 |
1129 | res2net50_26w_6s.in1k | 224 | 67.030 | 32.970 | 86.860 | 13.140 | 37.05 | 0.875 | bilinear | -11.554 | -7.246 | +3 |
1130 | dla102x.in1k | 224 | 67.000 | 33.000 | 86.730 | 13.270 | 26.31 | 0.875 | bilinear | -11.500 | -7.498 | +9 |
1131 | visformer_tiny.in1k | 224 | 66.980 | 33.020 | 86.910 | 13.090 | 10.32 | 0.900 | bicubic | -11.180 | -7.332 | +41 |
1132 | xcit_tiny_12_p16_224.fb_dist_in1k | 224 | 66.970 | 33.030 | 87.380 | 12.620 | 6.72 | 1.000 | bicubic | -11.608 | -6.830 | +1 |
1133 | repvgg_b2.rvgg_in1k | 224 | 66.970 | 33.030 | 87.260 | 12.740 | 89.02 | 0.875 | bilinear | -11.824 | -7.154 | -18 |
1134 | resnet50s.gluon_in1k | 224 | 66.940 | 33.060 | 86.820 | 13.180 | 25.68 | 0.875 | bicubic | -11.770 | -7.622 | -11 |
1135 | pit_xs_224.in1k | 224 | 66.930 | 33.070 | 87.220 | 12.780 | 10.62 | 0.900 | bicubic | -11.282 | -6.930 | +33 |
1136 | pvt_v2_b1.in1k | 224 | 66.910 | 33.090 | 87.360 | 12.640 | 14.01 | 0.900 | bicubic | -11.792 | -7.132 | -11 |
1137 | repvit_m1.dist_in1k | 224 | 66.890 | 33.110 | 87.150 | 12.850 | 5.49 | 0.950 | bicubic | -11.652 | -6.932 | 0 |
1138 | resnet34.a1_in1k | 288 | 66.890 | 33.110 | 86.190 | 13.810 | 21.80 | 1.000 | bicubic | -11.048 | -7.558 | +54 |
1139 | lambda_resnet26rpt_256.c1_in1k | 256 | 66.840 | 33.160 | 87.050 | 12.950 | 10.99 | 0.940 | bicubic | -12.114 | -7.372 | -41 |
1140 | tf_efficientnet_b1.aa_in1k | 240 | 66.830 | 33.170 | 86.930 | 13.070 | 7.79 | 0.882 | bicubic | -12.010 | -7.270 | -30 |
1141 | repvgg_b1.rvgg_in1k | 224 | 66.820 | 33.180 | 86.720 | 13.280 | 57.42 | 0.875 | bilinear | -11.552 | -7.388 | +17 |
1142 | dpn68b.ra_in1k | 224 | 66.810 | 33.190 | 86.690 | 13.310 | 12.61 | 0.950 | bicubic | -11.734 | -7.288 | -6 |
1143 | mobilevit_s.cvnets_in1k | 256 | 66.800 | 33.200 | 86.910 | 13.090 | 5.58 | 0.900 | bicubic | -11.502 | -7.256 | +18 |
1144 | xcit_nano_12_p8_384.fb_dist_in1k | 384 | 66.780 | 33.220 | 87.030 | 12.970 | 3.05 | 1.000 | bicubic | -11.040 | -7.000 | +61 |
1145 | hrnet_w30.ms_in1k | 224 | 66.770 | 33.230 | 86.760 | 13.240 | 37.71 | 0.875 | bilinear | -11.444 | -7.454 | +22 |
1146 | resnet50d.a3_in1k | 224 | 66.760 | 33.240 | 86.520 | 13.480 | 25.58 | 0.950 | bicubic | -11.982 | -7.716 | -27 |
1147 | fbnetv3_b.ra2_in1k | 224 | 66.740 | 33.260 | 86.970 | 13.030 | 8.60 | 0.950 | bilinear | -11.420 | -7.194 | +24 |
1148 | hrnet_w18.ms_aug_in1k | 224 | 66.730 | 33.270 | 87.480 | 12.520 | 21.30 | 0.950 | bilinear | -11.386 | -6.582 | +25 |
1149 | hrnet_w32.ms_in1k | 224 | 66.730 | 33.270 | 87.270 | 12.730 | 41.23 | 0.875 | bilinear | -11.726 | -6.916 | 0 |
1150 | resnet32ts.ra2_in1k | 256 | 66.730 | 33.270 | 87.050 | 12.950 | 17.96 | 0.900 | bicubic | -12.324 | -7.318 | -59 |
1151 | dla60_res2next.in1k | 224 | 66.730 | 33.270 | 86.940 | 13.060 | 17.03 | 0.875 | bilinear | -11.758 | -7.060 | -8 |
1152 | resnet50.am_in1k | 224 | 66.720 | 33.280 | 86.700 | 13.300 | 25.56 | 0.875 | bicubic | -12.284 | -7.692 | -57 |
1153 | efficientnet_es.ra_in1k | 224 | 66.720 | 33.280 | 86.650 | 13.350 | 5.44 | 0.875 | bicubic | -11.372 | -7.282 | +26 |
1154 | resnet50c.gluon_in1k | 224 | 66.690 | 33.310 | 86.080 | 13.920 | 25.58 | 0.875 | bicubic | -11.326 | -7.914 | +30 |
1155 | tf_mixnet_l.in1k | 224 | 66.680 | 33.320 | 86.390 | 13.610 | 7.33 | 0.875 | bicubic | -12.096 | -7.608 | -38 |
1156 | resnet50.bt_in1k | 224 | 66.670 | 33.330 | 86.940 | 13.060 | 25.56 | 0.875 | bicubic | -11.762 | -7.330 | -3 |
1157 | regnetx_040.pycls_in1k | 224 | 66.660 | 33.340 | 86.530 | 13.470 | 22.12 | 0.875 | bicubic | -11.834 | -7.712 | -17 |
1158 | seresnext26t_32x4d.bt_in1k | 288 | 66.650 | 33.350 | 86.750 | 13.250 | 16.81 | 0.950 | bicubic | -12.088 | -7.566 | -38 |
1159 | seresnext26d_32x4d.bt_in1k | 288 | 66.640 | 33.360 | 86.660 | 13.340 | 16.81 | 0.950 | bicubic | -12.186 | -7.598 | -48 |
1160 | selecsls60b.in1k | 224 | 66.640 | 33.360 | 86.580 | 13.420 | 32.77 | 0.875 | bicubic | -11.770 | -7.586 | -6 |
1161 | hgnetv2_b0.ssld_stage1_in22k_in1k | 288 | 66.610 | 33.390 | 87.580 | 12.420 | 6.00 | 1.000 | bicubic | -11.424 | -6.668 | +21 |
1162 | dla102.in1k | 224 | 66.590 | 33.410 | 86.930 | 13.070 | 33.27 | 0.875 | bilinear | -11.428 | -7.018 | +21 |
1163 | wide_resnet101_2.tv_in1k | 224 | 66.570 | 33.430 | 86.940 | 13.060 | 126.89 | 0.875 | bilinear | -12.278 | -7.372 | -55 |
1164 | vit_small_patch16_224.augreg_in1k | 224 | 66.570 | 33.430 | 86.790 | 13.210 | 22.05 | 0.900 | bicubic | -12.272 | -7.488 | -55 |
1165 | tf_efficientnet_b1.in1k | 240 | 66.530 | 33.470 | 86.690 | 13.310 | 7.79 | 0.882 | bicubic | -12.028 | -7.412 | -30 |
1166 | tf_efficientnetv2_b0.in1k | 224 | 66.520 | 33.480 | 86.620 | 13.380 | 7.14 | 0.875 | bicubic | -11.860 | -7.406 | -9 |
1167 | levit_conv_128.fb_dist_in1k | 224 | 66.480 | 33.520 | 86.730 | 13.270 | 9.21 | 0.900 | bicubic | -12.008 | -7.414 | -25 |
1168 | levit_128.fb_dist_in1k | 224 | 66.470 | 33.530 | 86.710 | 13.290 | 9.21 | 0.900 | bicubic | -12.016 | -7.288 | -25 |
1169 | cs3darknet_m.c2ns_in1k | 288 | 66.450 | 33.550 | 87.030 | 12.970 | 9.31 | 0.950 | bicubic | -11.178 | -6.988 | +47 |
1170 | seresnext26ts.ch_in1k | 288 | 66.420 | 33.580 | 86.640 | 13.360 | 10.39 | 1.000 | bicubic | -11.872 | -7.436 | -8 |
1171 | vit_base_patch32_384.augreg_in1k | 384 | 66.410 | 33.590 | 86.910 | 13.090 | 88.30 | 1.000 | bicubic | -12.344 | -7.326 | -53 |
1172 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 384 | 66.390 | 33.610 | 87.120 | 12.880 | 5.79 | 1.000 | bicubic | -12.056 | -7.432 | -23 |
1173 | wide_resnet50_2.tv_in1k | 224 | 66.380 | 33.620 | 86.750 | 13.250 | 68.88 | 0.875 | bilinear | -12.100 | -7.452 | -27 |
1174 | inception_v3.tf_adv_in1k | 299 | 66.380 | 33.620 | 86.410 | 13.590 | 23.83 | 0.875 | bicubic | -11.216 | -7.316 | +44 |
1175 | hgnetv2_b0.ssld_stage2_ft_in1k | 224 | 66.350 | 33.650 | 86.670 | 13.330 | 6.00 | 0.965 | bicubic | -10.992 | -7.116 | +61 |
1176 | selecsls60.in1k | 224 | 66.340 | 33.660 | 86.330 | 13.670 | 30.67 | 0.875 | bicubic | -11.646 | -7.496 | +13 |
1177 | vit_base_patch16_224.augreg_in1k | 224 | 66.340 | 33.660 | 86.150 | 13.850 | 86.57 | 0.900 | bicubic | -12.802 | -7.940 | -94 |
1178 | hrnet_w18_small_v2.gluon_in1k | 224 | 66.330 | 33.670 | 86.440 | 13.560 | 15.60 | 0.875 | bicubic | -11.854 | -7.472 | -9 |
1179 | eca_resnext26ts.ch_in1k | 288 | 66.330 | 33.670 | 86.430 | 13.570 | 10.30 | 1.000 | bicubic | -11.686 | -7.502 | +5 |
1180 | mobileone_s3.apple_in1k | 224 | 66.330 | 33.670 | 86.360 | 13.640 | 10.17 | 0.900 | bilinear | -11.672 | -7.550 | +8 |
1181 | inception_v3.tf_in1k | 299 | 66.310 | 33.690 | 86.580 | 13.420 | 23.83 | 0.875 | bicubic | -11.556 | -7.060 | +18 |
1182 | resmlp_12_224.fb_distilled_in1k | 224 | 66.290 | 33.710 | 86.470 | 13.530 | 15.35 | 0.875 | bicubic | -11.658 | -7.092 | +9 |
1183 | mobilevitv2_100.cvnets_in1k | 256 | 66.280 | 33.720 | 86.820 | 13.180 | 4.90 | 0.888 | bicubic | -11.812 | -7.348 | -6 |
1184 | hardcorenas_f.miil_green_in1k | 224 | 66.270 | 33.730 | 86.260 | 13.740 | 8.20 | 0.875 | bilinear | -11.838 | -7.540 | -8 |
1185 | convnext_femto_ols.d1_in1k | 224 | 66.260 | 33.740 | 86.510 | 13.490 | 5.23 | 0.875 | bicubic | -11.584 | -7.314 | +18 |
1186 | bat_resnext26ts.ch_in1k | 256 | 66.250 | 33.750 | 86.680 | 13.320 | 10.73 | 0.900 | bicubic | -12.030 | -7.434 | -23 |
1187 | coat_lite_tiny.in1k | 224 | 66.240 | 33.760 | 86.950 | 13.050 | 5.72 | 0.900 | bicubic | -11.308 | -6.974 | +36 |
1188 | tf_efficientnet_cc_b0_8e.in1k | 224 | 66.200 | 33.800 | 86.120 | 13.880 | 24.01 | 0.875 | bicubic | -11.724 | -7.530 | +7 |
1189 | resnet101.a3_in1k | 160 | 66.160 | 33.840 | 85.930 | 14.070 | 44.55 | 0.950 | bicubic | -11.768 | -7.756 | +5 |
1190 | efficientnet_b0.ra_in1k | 224 | 66.150 | 33.850 | 86.120 | 13.880 | 5.29 | 0.875 | bicubic | -11.546 | -7.420 | +22 |
1191 | gmixer_24_224.ra3_in1k | 224 | 66.150 | 33.850 | 86.030 | 13.970 | 24.72 | 0.875 | bicubic | -11.898 | -7.624 | -10 |
1192 | cs3darknet_focus_m.c2ns_in1k | 288 | 66.130 | 33.870 | 86.880 | 13.120 | 9.30 | 0.950 | bicubic | -11.162 | -7.090 | +48 |
1193 | legacy_seresnet50.in1k | 224 | 66.120 | 33.880 | 86.280 | 13.720 | 28.09 | 0.875 | bilinear | -11.524 | -7.440 | +21 |
1194 | ghostnetv2_160.in1k | 224 | 66.100 | 33.900 | 86.690 | 13.310 | 12.39 | 0.875 | bicubic | -11.736 | -7.252 | +10 |
1195 | densenetblur121d.ra_in1k | 288 | 66.090 | 33.910 | 86.580 | 13.420 | 8.00 | 0.950 | bicubic | -11.220 | -7.220 | +43 |
1196 | efficientnet_b1.ft_in1k | 224 | 66.060 | 33.940 | 86.480 | 13.520 | 7.79 | 0.875 | bicubic | -11.534 | -7.150 | +21 |
1197 | tf_efficientnet_em.in1k | 240 | 66.060 | 33.940 | 86.160 | 13.840 | 6.90 | 0.882 | bicubic | -12.076 | -7.902 | -23 |
1198 | inception_v3.tv_in1k | 299 | 66.060 | 33.940 | 86.120 | 13.880 | 23.83 | 0.875 | bicubic | -11.414 | -7.354 | +32 |
1199 | res2net50_14w_8s.in1k | 224 | 66.030 | 33.970 | 86.160 | 13.840 | 25.06 | 0.875 | bilinear | -12.116 | -7.690 | -27 |
1200 | hardcorenas_e.miil_green_in1k | 224 | 66.030 | 33.970 | 85.980 | 14.020 | 8.07 | 0.875 | bilinear | -11.760 | -7.752 | +10 |
1201 | tinynet_a.in1k | 192 | 66.020 | 33.980 | 85.930 | 14.070 | 6.19 | 0.875 | bicubic | -11.644 | -7.602 | +12 |
1202 | resnet26t.ra2_in1k | 320 | 66.010 | 33.990 | 86.580 | 13.420 | 16.01 | 1.000 | bicubic | -12.320 | -7.466 | -43 |
1203 | efficientnet_b1_pruned.in1k | 240 | 66.000 | 34.000 | 86.600 | 13.400 | 6.33 | 0.882 | bicubic | -12.252 | -7.220 | -39 |
1204 | res2net50_26w_4s.in1k | 224 | 65.990 | 34.010 | 86.570 | 13.430 | 25.70 | 0.875 | bilinear | -11.996 | -7.292 | -16 |
1205 | convnextv2_femto.fcmae_ft_in1k | 224 | 65.980 | 34.020 | 86.720 | 13.280 | 5.23 | 0.875 | bicubic | -12.504 | -7.274 | -61 |
1206 | poolformerv2_s12.sail_in1k | 224 | 65.970 | 34.030 | 86.480 | 13.520 | 11.89 | 1.000 | bicubic | -12.038 | -7.384 | -20 |
1207 | ese_vovnet19b_dw.ra_in1k | 288 | 65.960 | 34.040 | 86.460 | 13.540 | 6.54 | 0.950 | bicubic | -11.838 | -7.318 | 0 |
1208 | regnety_016.pycls_in1k | 224 | 65.950 | 34.050 | 86.250 | 13.750 | 11.20 | 0.875 | bicubic | -11.958 | -7.474 | -11 |
1209 | resnext50_32x4d.tv_in1k | 224 | 65.950 | 34.050 | 86.030 | 13.970 | 25.03 | 0.875 | bilinear | -11.682 | -7.644 | +6 |
1210 | resnet101.tv_in1k | 224 | 65.940 | 34.060 | 86.020 | 13.980 | 44.55 | 0.875 | bilinear | -11.464 | -7.532 | +24 |
1211 | gcresnext26ts.ch_in1k | 288 | 65.920 | 34.080 | 86.650 | 13.350 | 10.48 | 1.000 | bicubic | -12.518 | -7.384 | -59 |
1212 | resnet50.gluon_in1k | 224 | 65.890 | 34.110 | 86.260 | 13.740 | 25.56 | 0.875 | bicubic | -11.690 | -7.466 | +10 |
1213 | resnet34d.ra2_in1k | 224 | 65.850 | 34.150 | 86.580 | 13.420 | 21.82 | 0.875 | bicubic | -11.254 | -6.796 | +39 |
1214 | convnext_femto.d1_in1k | 224 | 65.820 | 34.180 | 86.590 | 13.410 | 5.22 | 0.875 | bicubic | -11.688 | -7.098 | +11 |
1215 | rexnet_100.nav_in1k | 224 | 65.820 | 34.180 | 86.530 | 13.470 | 4.80 | 0.875 | bicubic | -12.026 | -7.346 | -14 |
1216 | gcresnext26ts.ch_in1k | 256 | 65.820 | 34.180 | 85.870 | 14.130 | 10.48 | 0.900 | bicubic | -11.996 | -7.952 | -8 |
1217 | seresnext26t_32x4d.bt_in1k | 224 | 65.790 | 34.210 | 85.630 | 14.370 | 16.81 | 0.875 | bicubic | -12.190 | -8.120 | -27 |
1218 | repvgg_b1g4.rvgg_in1k | 224 | 65.780 | 34.220 | 86.040 | 13.960 | 39.97 | 0.875 | bilinear | -11.822 | -7.804 | -1 |
1219 | resnet34.a2_in1k | 288 | 65.750 | 34.250 | 86.070 | 13.930 | 21.80 | 1.000 | bicubic | -11.398 | -7.220 | +31 |
1220 | densenet161.tv_in1k | 224 | 65.730 | 34.270 | 86.570 | 13.430 | 28.68 | 0.875 | bicubic | -11.620 | -7.084 | +15 |
1221 | cs3darknet_m.c2ns_in1k | 256 | 65.700 | 34.300 | 86.620 | 13.380 | 9.31 | 0.887 | bicubic | -11.282 | -6.982 | +39 |
1222 | regnetx_008.tv2_in1k | 224 | 65.700 | 34.300 | 86.270 | 13.730 | 7.26 | 0.965 | bicubic | -11.588 | -7.392 | +20 |
1223 | eca_resnext26ts.ch_in1k | 256 | 65.690 | 34.310 | 85.840 | 14.160 | 10.30 | 0.900 | bicubic | -11.752 | -7.736 | +9 |
1224 | skresnet34.ra_in1k | 224 | 65.680 | 34.320 | 85.970 | 14.030 | 22.28 | 0.875 | bicubic | -11.276 | -7.348 | +39 |
1225 | mobilenetv3_large_100.miil_in21k_ft_in1k | 224 | 65.670 | 34.330 | 85.210 | 14.790 | 5.48 | 0.875 | bilinear | -12.240 | -7.674 | -29 |
1226 | resnet50.a3_in1k | 224 | 65.660 | 34.340 | 85.690 | 14.310 | 25.56 | 0.950 | bicubic | -12.392 | -8.090 | -47 |
1227 | resnext50_32x4d.a3_in1k | 160 | 65.660 | 34.340 | 85.250 | 14.750 | 25.03 | 0.950 | bicubic | -12.074 | -8.064 | -15 |
1228 | mobilenetv1_125.ra4_e3600_r224_in1k | 256 | 65.640 | 34.360 | 85.950 | 14.050 | 6.27 | 1.000 | bicubic | -11.944 | -7.844 | -7 |
1229 | xcit_tiny_12_p16_224.fb_in1k | 224 | 65.630 | 34.370 | 86.260 | 13.740 | 6.72 | 1.000 | bicubic | -11.512 | -7.470 | +21 |
1230 | res2next50.in1k | 224 | 65.630 | 34.370 | 85.800 | 14.200 | 24.67 | 0.875 | bilinear | -12.606 | -8.104 | -64 |
1231 | hgnetv2_b0.ssld_stage1_in22k_in1k | 224 | 65.620 | 34.380 | 86.370 | 13.630 | 6.00 | 0.965 | bicubic | -11.224 | -7.242 | +39 |
1232 | convnextv2_atto.fcmae_ft_in1k | 288 | 65.600 | 34.400 | 86.090 | 13.910 | 3.71 | 0.950 | bicubic | -12.190 | -7.600 | -24 |
1233 | seresnext26ts.ch_in1k | 256 | 65.590 | 34.410 | 86.060 | 13.940 | 10.39 | 0.900 | bicubic | -12.266 | -7.730 | -33 |
1234 | selecsls42b.in1k | 224 | 65.580 | 34.420 | 85.860 | 14.140 | 32.46 | 0.875 | bicubic | -11.606 | -7.532 | +12 |
1235 | hardcorenas_d.miil_green_in1k | 224 | 65.580 | 34.420 | 85.520 | 14.480 | 7.50 | 0.875 | bilinear | -11.870 | -7.960 | -3 |
1236 | convnext_atto_ols.a2_in1k | 288 | 65.550 | 34.450 | 86.310 | 13.690 | 3.70 | 0.950 | bicubic | -11.670 | -7.390 | +10 |
1237 | poolformer_s12.sail_in1k | 224 | 65.550 | 34.450 | 86.230 | 13.770 | 11.92 | 0.900 | bicubic | -11.694 | -7.308 | +7 |
1238 | tf_efficientnetv2_b1.in1k | 192 | 65.520 | 34.480 | 85.910 | 14.090 | 8.14 | 0.882 | bicubic | -12.410 | -7.912 | -46 |
1239 | ecaresnet50t.a3_in1k | 160 | 65.520 | 34.480 | 85.660 | 14.340 | 25.57 | 0.950 | bicubic | -12.260 | -7.952 | -28 |
1240 | resnet26t.ra2_in1k | 256 | 65.470 | 34.530 | 86.210 | 13.790 | 16.01 | 0.940 | bicubic | -12.414 | -7.628 | -42 |
1241 | convmixer_1024_20_ks9_p14.in1k | 224 | 65.440 | 34.560 | 85.530 | 14.470 | 24.38 | 0.960 | bicubic | -11.504 | -7.834 | +23 |
1242 | fastvit_t8.apple_dist_in1k | 256 | 65.380 | 34.620 | 86.060 | 13.940 | 4.03 | 0.900 | bicubic | -11.792 | -7.214 | +7 |
1243 | mobileone_s2.apple_in1k | 224 | 65.380 | 34.620 | 85.930 | 14.070 | 7.88 | 0.900 | bilinear | -12.124 | -7.734 | -16 |
1244 | densenetblur121d.ra_in1k | 224 | 65.380 | 34.620 | 85.740 | 14.260 | 8.00 | 0.875 | bicubic | -11.192 | -7.446 | +39 |
1245 | tf_efficientnet_b0.ap_in1k | 224 | 65.350 | 34.650 | 85.510 | 14.490 | 5.29 | 0.875 | bicubic | -11.744 | -7.750 | +9 |
1246 | tf_efficientnet_lite2.in1k | 260 | 65.330 | 34.670 | 86.020 | 13.980 | 6.09 | 0.890 | bicubic | -12.142 | -7.724 | -17 |
1247 | crossvit_9_dagger_240.in1k | 240 | 65.320 | 34.680 | 86.450 | 13.550 | 8.78 | 0.875 | bicubic | -11.666 | -7.152 | +13 |
1248 | dpn68b.mx_in1k | 224 | 65.290 | 34.710 | 85.870 | 14.130 | 12.61 | 0.875 | bicubic | -12.252 | -7.972 | -24 |
1249 | densenet201.tv_in1k | 224 | 65.280 | 34.720 | 85.650 | 14.350 | 20.01 | 0.875 | bicubic | -12.004 | -7.830 | -7 |
1250 | res2net50_48w_2s.in1k | 224 | 65.270 | 34.730 | 85.920 | 14.080 | 25.29 | 0.875 | bilinear | -12.266 | -7.644 | -25 |
1251 | seresnext26d_32x4d.bt_in1k | 224 | 65.230 | 34.770 | 85.870 | 14.130 | 16.81 | 0.875 | bicubic | -12.356 | -7.740 | -31 |
1252 | resnetrs50.tf_in1k | 160 | 65.220 | 34.780 | 85.700 | 14.300 | 35.69 | 0.910 | bicubic | -12.630 | -8.114 | -51 |
1253 | hrnet_w18.ms_in1k | 224 | 65.190 | 34.810 | 85.700 | 14.300 | 21.30 | 0.875 | bilinear | -11.570 | -7.746 | +22 |
1254 | dla60.in1k | 224 | 65.150 | 34.850 | 85.820 | 14.180 | 22.04 | 0.875 | bilinear | -11.896 | -7.498 | +3 |
1255 | cs3darknet_focus_m.c2ns_in1k | 256 | 65.120 | 34.880 | 86.030 | 13.970 | 9.30 | 0.887 | bicubic | -11.654 | -7.514 | +17 |
1256 | gernet_s.idstcv_in1k | 224 | 65.070 | 34.930 | 85.360 | 14.640 | 8.17 | 0.875 | bilinear | -11.832 | -7.776 | +11 |
1257 | resnet26d.bt_in1k | 288 | 65.060 | 34.940 | 85.800 | 14.200 | 16.01 | 0.950 | bicubic | -12.364 | -7.830 | -24 |
1258 | ese_vovnet19b_dw.ra_in1k | 224 | 65.060 | 34.940 | 85.380 | 14.620 | 6.54 | 0.875 | bicubic | -11.738 | -7.892 | +13 |
1259 | resnet34.a1_in1k | 224 | 65.040 | 34.960 | 85.160 | 14.840 | 21.80 | 0.950 | bicubic | -11.374 | -7.726 | +33 |
1260 | convnext_atto.d2_in1k | 288 | 64.980 | 35.020 | 86.150 | 13.850 | 3.70 | 0.950 | bicubic | -12.034 | -7.552 | -1 |
1261 | seresnet50.a3_in1k | 224 | 64.980 | 35.020 | 85.120 | 14.880 | 28.09 | 0.950 | bicubic | -12.056 | -7.952 | -3 |
1262 | tf_efficientnet_cc_b0_4e.in1k | 224 | 64.960 | 35.040 | 85.000 | 15.000 | 13.31 | 0.875 | bicubic | -12.364 | -8.332 | -25 |
1263 | mobilenetv2_120d.ra_in1k | 224 | 64.930 | 35.070 | 85.850 | 14.150 | 5.83 | 0.875 | bicubic | -12.368 | -7.666 | -24 |
1264 | hardcorenas_c.miil_green_in1k | 224 | 64.920 | 35.080 | 85.130 | 14.870 | 5.52 | 0.875 | bilinear | -12.174 | -8.062 | -9 |
1265 | ghostnetv2_130.in1k | 224 | 64.880 | 35.120 | 85.400 | 14.600 | 8.96 | 0.875 | bicubic | -11.882 | -7.960 | +9 |
1266 | resnet34.bt_in1k | 288 | 64.870 | 35.130 | 86.140 | 13.860 | 21.80 | 0.950 | bicubic | -11.638 | -7.204 | +23 |
1267 | legacy_seresnext26_32x4d.in1k | 224 | 64.840 | 35.160 | 85.540 | 14.460 | 16.79 | 0.875 | bicubic | -12.260 | -7.792 | -14 |
1268 | resnet50d.a3_in1k | 160 | 64.820 | 35.180 | 84.940 | 15.060 | 25.58 | 0.950 | bicubic | -12.402 | -8.316 | -23 |
1269 | repghostnet_150.in1k | 224 | 64.810 | 35.190 | 85.990 | 14.010 | 6.58 | 0.875 | bicubic | -12.660 | -7.508 | -39 |
1270 | mixnet_m.ft_in1k | 224 | 64.750 | 35.250 | 85.500 | 14.500 | 5.01 | 0.875 | bicubic | -12.524 | -7.928 | -27 |
1271 | efficientformerv2_s0.snap_dist_in1k | 224 | 64.740 | 35.260 | 85.560 | 14.440 | 3.60 | 0.950 | bicubic | -11.376 | -7.294 | +29 |
1272 | fastvit_t8.apple_in1k | 256 | 64.690 | 35.310 | 85.580 | 14.420 | 4.03 | 0.900 | bicubic | -11.494 | -7.462 | +26 |
1273 | resnet26d.bt_in1k | 224 | 64.660 | 35.340 | 85.150 | 14.850 | 16.01 | 0.875 | bicubic | -12.038 | -8.006 | +3 |
1274 | efficientvit_m5.r224_in1k | 224 | 64.630 | 35.370 | 85.340 | 14.660 | 12.47 | 0.875 | bicubic | -12.452 | -7.826 | -18 |
1275 | tf_efficientnetv2_b0.in1k | 192 | 64.620 | 35.380 | 85.400 | 14.600 | 7.14 | 0.875 | bicubic | -12.260 | -7.784 | -6 |
1276 | resnext26ts.ra2_in1k | 288 | 64.590 | 35.410 | 85.540 | 14.460 | 10.30 | 1.000 | bicubic | -12.592 | -7.934 | -28 |
1277 | tf_efficientnet_lite1.in1k | 240 | 64.580 | 35.420 | 85.390 | 14.610 | 5.42 | 0.882 | bicubic | -12.092 | -7.842 | 0 |
1278 | xcit_nano_12_p8_224.fb_dist_in1k | 224 | 64.510 | 35.490 | 85.900 | 14.100 | 3.05 | 1.000 | bicubic | -11.818 | -7.170 | +19 |
1279 | densenet169.tv_in1k | 224 | 64.500 | 35.500 | 85.320 | 14.680 | 14.15 | 0.875 | bicubic | -11.422 | -7.656 | +28 |
1280 | tf_mixnet_m.in1k | 224 | 64.470 | 35.530 | 84.920 | 15.080 | 5.01 | 0.875 | bicubic | -12.494 | -8.248 | -19 |
1281 | levit_conv_128s.fb_dist_in1k | 224 | 64.470 | 35.530 | 84.690 | 15.310 | 7.78 | 0.900 | bicubic | -12.064 | -8.192 | +6 |
1282 | levit_128s.fb_dist_in1k | 224 | 64.450 | 35.550 | 84.690 | 15.310 | 7.78 | 0.900 | bicubic | -12.072 | -8.184 | +6 |
1283 | resnext26ts.ra2_in1k | 256 | 64.440 | 35.560 | 85.010 | 14.990 | 10.30 | 0.900 | bicubic | -12.334 | -8.128 | -10 |
1284 | mobilenetv1_125.ra4_e3600_r224_in1k | 224 | 64.410 | 35.590 | 85.230 | 14.770 | 6.27 | 0.900 | bicubic | -12.518 | -7.986 | -19 |
1285 | hardcorenas_b.miil_green_in1k | 224 | 64.380 | 35.620 | 84.750 | 15.250 | 5.18 | 0.875 | bilinear | -12.172 | -8.016 | -1 |
1286 | mobilenetv1_100h.ra4_e3600_r224_in1k | 256 | 64.350 | 35.650 | 85.510 | 14.490 | 5.28 | 0.950 | bicubic | -12.244 | -7.756 | -4 |
1287 | tf_efficientnet_b0.aa_in1k | 224 | 64.340 | 35.660 | 85.190 | 14.810 | 5.29 | 0.875 | bicubic | -12.542 | -8.080 | -19 |
1288 | resmlp_12_224.fb_in1k | 224 | 64.330 | 35.670 | 85.600 | 14.400 | 15.35 | 0.875 | bicubic | -12.330 | -7.570 | -10 |
1289 | repvgg_a2.rvgg_in1k | 224 | 64.270 | 35.730 | 85.070 | 14.930 | 28.21 | 0.875 | bilinear | -12.222 | -7.946 | +1 |
1290 | regnetx_016.pycls_in1k | 224 | 64.250 | 35.750 | 85.430 | 14.570 | 9.19 | 0.875 | bicubic | -12.674 | -8.000 | -25 |
1291 | xcit_nano_12_p16_384.fb_dist_in1k | 384 | 64.250 | 35.750 | 85.260 | 14.740 | 3.05 | 1.000 | bicubic | -11.218 | -7.410 | +33 |
1292 | convnextv2_atto.fcmae_ft_in1k | 224 | 64.210 | 35.790 | 85.110 | 14.890 | 3.71 | 0.875 | bicubic | -12.436 | -7.934 | -13 |
1293 | densenet121.ra_in1k | 288 | 64.180 | 35.820 | 85.700 | 14.300 | 7.98 | 0.950 | bicubic | -12.300 | -7.674 | -2 |
1294 | convnext_atto_ols.a2_in1k | 224 | 64.100 | 35.900 | 84.810 | 15.190 | 3.70 | 0.875 | bicubic | -11.802 | -8.034 | +14 |
1295 | resnet26.bt_in1k | 288 | 64.090 | 35.910 | 85.150 | 14.850 | 16.00 | 0.950 | bicubic | -12.288 | -8.026 | -2 |
1296 | resnet34.a2_in1k | 224 | 64.020 | 35.980 | 84.320 | 15.680 | 21.80 | 0.950 | bicubic | -11.496 | -8.136 | +24 |
1297 | vit_small_patch32_224.augreg_in21k_ft_in1k | 224 | 63.910 | 36.090 | 85.580 | 14.420 | 22.88 | 0.900 | bicubic | -12.086 | -7.692 | +6 |
1298 | mobilenetv1_100.ra4_e3600_r224_in1k | 256 | 63.880 | 36.120 | 85.100 | 14.900 | 4.23 | 0.950 | bicubic | -12.206 | -7.912 | +2 |
1299 | dpn68.mx_in1k | 224 | 63.880 | 36.120 | 85.070 | 14.930 | 12.61 | 0.875 | bicubic | -12.458 | -7.920 | -3 |
1300 | mobilenetv2_140.ra_in1k | 224 | 63.860 | 36.140 | 84.960 | 15.040 | 6.11 | 0.875 | bicubic | -12.668 | -8.048 | -14 |
1301 | tf_efficientnet_es.in1k | 224 | 63.860 | 36.140 | 84.600 | 15.400 | 5.44 | 0.875 | bicubic | -12.748 | -8.576 | -19 |
1302 | regnety_008.pycls_in1k | 224 | 63.800 | 36.200 | 85.240 | 14.760 | 6.26 | 0.875 | bicubic | -12.534 | -7.820 | -6 |
1303 | repghostnet_130.in1k | 224 | 63.760 | 36.240 | 84.780 | 15.220 | 5.48 | 0.875 | bicubic | -12.606 | -8.118 | -9 |
1304 | densenet121.ra_in1k | 224 | 63.750 | 36.250 | 84.580 | 15.420 | 7.98 | 0.875 | bicubic | -11.826 | -8.068 | +14 |
1305 | hardcorenas_a.miil_green_in1k | 224 | 63.730 | 36.270 | 84.480 | 15.520 | 5.26 | 0.875 | bilinear | -12.196 | -8.006 | +1 |
1306 | convnext_atto.d2_in1k | 224 | 63.720 | 36.280 | 84.930 | 15.070 | 3.70 | 0.875 | bicubic | -11.948 | -7.982 | +6 |
1307 | resnest14d.gluon_in1k | 224 | 63.680 | 36.320 | 84.050 | 15.950 | 10.61 | 0.875 | bilinear | -11.836 | -8.464 | +12 |
1308 | tf_efficientnet_b0.in1k | 224 | 63.540 | 36.460 | 84.660 | 15.340 | 5.29 | 0.875 | bicubic | -12.996 | -8.350 | -23 |
1309 | mobilevitv2_075.cvnets_in1k | 256 | 63.520 | 36.480 | 84.880 | 15.120 | 2.87 | 0.888 | bicubic | -12.084 | -7.874 | +7 |
1310 | regnety_004.tv2_in1k | 224 | 63.510 | 36.490 | 84.960 | 15.040 | 4.34 | 0.965 | bicubic | -12.078 | -7.738 | +7 |
1311 | mixnet_s.ft_in1k | 224 | 63.500 | 36.500 | 84.720 | 15.280 | 4.13 | 0.875 | bicubic | -12.502 | -8.080 | -9 |
1312 | resnet26.bt_in1k | 224 | 63.450 | 36.550 | 84.200 | 15.800 | 16.00 | 0.875 | bicubic | -11.842 | -8.372 | +15 |
1313 | tf_mixnet_s.in1k | 224 | 63.400 | 36.600 | 84.090 | 15.910 | 4.13 | 0.875 | bicubic | -12.252 | -8.538 | +1 |
1314 | mobilenetv3_rw.rmsp_in1k | 224 | 63.320 | 36.680 | 84.620 | 15.380 | 5.48 | 0.875 | bicubic | -12.294 | -8.078 | 0 |
1315 | mobilenetv3_large_100.ra_in1k | 224 | 63.320 | 36.680 | 84.080 | 15.920 | 5.48 | 0.875 | bicubic | -12.466 | -8.448 | -5 |
1316 | resnet34.bt_in1k | 224 | 63.300 | 36.700 | 84.210 | 15.790 | 21.80 | 0.875 | bicubic | -11.862 | -8.210 | +15 |
1317 | efficientnet_es_pruned.in1k | 224 | 63.260 | 36.740 | 84.850 | 15.150 | 5.44 | 0.875 | bicubic | -11.740 | -7.598 | +21 |
1318 | semnasnet_100.rmsp_in1k | 224 | 63.230 | 36.770 | 84.480 | 15.520 | 3.89 | 0.875 | bicubic | -12.234 | -8.132 | +6 |
1319 | mixer_b16_224.goog_in21k_ft_in1k | 224 | 63.210 | 36.790 | 83.140 | 16.860 | 59.88 | 0.875 | bicubic | -13.430 | -9.088 | -39 |
1320 | efficientnet_lite0.ra_in1k | 224 | 63.200 | 36.800 | 84.350 | 15.650 | 4.65 | 0.875 | bicubic | -12.290 | -8.164 | +2 |
1321 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 384 | 63.190 | 36.810 | 85.140 | 14.860 | 6.36 | 1.000 | bicubic | -12.772 | -8.136 | -16 |
1322 | resnet50.tv_in1k | 224 | 63.190 | 36.810 | 84.640 | 15.360 | 25.56 | 0.875 | bilinear | -12.966 | -8.226 | -23 |
1323 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 224 | 63.140 | 36.860 | 84.900 | 15.100 | 5.72 | 0.900 | bicubic | -12.312 | -7.954 | +2 |
1324 | pit_ti_distilled_224.in1k | 224 | 63.090 | 36.910 | 83.810 | 16.190 | 5.10 | 0.900 | bicubic | -11.188 | -8.118 | +31 |
1325 | mobileone_s1.apple_in1k | 224 | 63.060 | 36.940 | 84.260 | 15.740 | 4.83 | 0.900 | bilinear | -12.714 | -8.528 | -15 |
1326 | mobilenetv1_100.ra4_e3600_r224_in1k | 224 | 62.940 | 37.060 | 84.340 | 15.660 | 4.23 | 0.875 | bicubic | -12.444 | -7.972 | -1 |
1327 | ghostnetv2_100.in1k | 224 | 62.940 | 37.060 | 84.190 | 15.810 | 6.16 | 0.875 | bicubic | -12.236 | -8.144 | +3 |
1328 | resnet50.a3_in1k | 160 | 62.870 | 37.130 | 84.020 | 15.980 | 25.56 | 0.950 | bicubic | -13.124 | -8.474 | -24 |
1329 | mobilevit_xs.cvnets_in1k | 256 | 62.840 | 37.160 | 84.680 | 15.320 | 2.32 | 0.900 | bicubic | -11.792 | -7.668 | +18 |
1330 | legacy_seresnet34.in1k | 224 | 62.820 | 37.180 | 84.180 | 15.820 | 21.96 | 0.875 | bilinear | -11.968 | -7.954 | +13 |
1331 | edgenext_x_small.in1k | 288 | 62.780 | 37.220 | 84.540 | 15.460 | 2.34 | 1.000 | bicubic | -12.926 | -8.220 | -21 |
1332 | regnety_006.pycls_in1k | 224 | 62.780 | 37.220 | 84.110 | 15.890 | 6.06 | 0.875 | bicubic | -12.482 | -8.416 | -3 |
1333 | mobilenetv1_100h.ra4_e3600_r224_in1k | 224 | 62.760 | 37.240 | 84.420 | 15.580 | 5.28 | 0.875 | bicubic | -12.898 | -8.084 | -20 |
1334 | densenet121.tv_in1k | 224 | 62.750 | 37.250 | 84.100 | 15.900 | 7.98 | 0.875 | bicubic | -11.998 | -8.054 | +10 |
1335 | deit_tiny_distilled_patch16_224.fb_in1k | 224 | 62.730 | 37.270 | 83.820 | 16.180 | 5.91 | 0.900 | bicubic | -11.810 | -8.074 | +16 |
1336 | seresnet50.a3_in1k | 160 | 62.700 | 37.300 | 83.820 | 16.180 | 28.09 | 0.950 | bicubic | -12.400 | -8.276 | -3 |
1337 | tinynet_b.in1k | 188 | 62.690 | 37.310 | 84.300 | 15.700 | 3.73 | 0.875 | bicubic | -12.276 | -7.896 | +2 |
1338 | resnet18.fb_swsl_ig1b_ft_in1k | 224 | 62.680 | 37.320 | 84.300 | 15.700 | 11.69 | 0.875 | bilinear | -10.608 | -7.454 | +36 |
1339 | mobilenetv2_110d.ra_in1k | 224 | 62.670 | 37.330 | 84.460 | 15.540 | 4.52 | 0.875 | bicubic | -12.384 | -7.726 | -2 |
1340 | hrnet_w18_small_v2.ms_in1k | 224 | 62.660 | 37.340 | 83.840 | 16.160 | 15.60 | 0.875 | bilinear | -12.438 | -8.578 | -6 |
1341 | tf_efficientnet_lite0.in1k | 224 | 62.650 | 37.350 | 84.180 | 15.820 | 4.65 | 0.875 | bicubic | -12.196 | -8.000 | +1 |
1342 | dla34.in1k | 224 | 62.610 | 37.390 | 83.860 | 16.140 | 15.74 | 0.875 | bilinear | -12.022 | -8.192 | +5 |
1343 | repvgg_b0.rvgg_in1k | 224 | 62.610 | 37.390 | 83.670 | 16.330 | 15.82 | 0.875 | bilinear | -12.552 | -8.500 | -12 |
1344 | resnet34.gluon_in1k | 224 | 62.540 | 37.460 | 83.960 | 16.040 | 21.80 | 0.875 | bicubic | -12.034 | -8.028 | +6 |
1345 | regnetx_008.pycls_in1k | 224 | 62.490 | 37.510 | 83.910 | 16.090 | 7.26 | 0.875 | bicubic | -12.572 | -8.430 | -9 |
1346 | fbnetc_100.rmsp_in1k | 224 | 62.460 | 37.540 | 83.490 | 16.510 | 5.57 | 0.875 | bilinear | -12.654 | -8.892 | -14 |
1347 | xcit_nano_12_p8_224.fb_in1k | 224 | 62.380 | 37.620 | 84.130 | 15.870 | 3.05 | 1.000 | bicubic | -11.520 | -8.016 | +15 |
1348 | tf_mobilenetv3_large_100.in1k | 224 | 62.380 | 37.620 | 83.800 | 16.200 | 5.48 | 0.875 | bilinear | -13.134 | -8.802 | -26 |
1349 | edgenext_x_small.in1k | 256 | 62.210 | 37.790 | 83.850 | 16.150 | 2.34 | 0.900 | bicubic | -12.670 | -8.454 | -8 |
1350 | repghostnet_111.in1k | 224 | 62.190 | 37.810 | 83.770 | 16.230 | 4.54 | 0.875 | bicubic | -12.878 | -8.414 | -15 |
1351 | crossvit_9_240.in1k | 240 | 62.160 | 37.840 | 84.210 | 15.790 | 8.55 | 0.875 | bicubic | -11.816 | -7.766 | +9 |
1352 | mnasnet_100.rmsp_in1k | 224 | 62.080 | 37.920 | 83.710 | 16.290 | 4.38 | 0.875 | bicubic | -12.582 | -8.398 | -7 |
1353 | crossvit_tiny_240.in1k | 240 | 62.070 | 37.930 | 83.770 | 16.230 | 7.01 | 0.875 | bicubic | -11.260 | -8.140 | +19 |
1354 | efficientvit_m4.r224_in1k | 224 | 61.940 | 38.060 | 83.530 | 16.470 | 8.80 | 0.875 | bicubic | -12.406 | -8.454 | -1 |
1355 | regnety_004.pycls_in1k | 224 | 61.920 | 38.080 | 83.450 | 16.550 | 4.34 | 0.875 | bicubic | -12.086 | -8.306 | +4 |
1356 | vgg19_bn.tv_in1k | 224 | 61.890 | 38.110 | 83.370 | 16.630 | 143.68 | 0.875 | bilinear | -12.346 | -8.474 | 0 |
1357 | mobilenetv4_conv_small.e2400_r224_in1k | 256 | 61.870 | 38.130 | 83.860 | 16.140 | 3.77 | 0.950 | bicubic | -12.774 | -8.162 | -11 |
1358 | repvgg_a1.rvgg_in1k | 224 | 61.870 | 38.130 | 83.000 | 17.000 | 14.09 | 0.875 | bilinear | -12.598 | -8.840 | -6 |
1359 | resnet18d.ra2_in1k | 288 | 61.820 | 38.180 | 83.780 | 16.220 | 11.71 | 0.950 | bicubic | -11.974 | -8.054 | +6 |
1360 | regnetx_004_tv.tv2_in1k | 224 | 61.810 | 38.190 | 83.720 | 16.280 | 5.50 | 0.965 | bicubic | -12.774 | -8.450 | -11 |
1361 | mobilenetv4_conv_small.e1200_r224_in1k | 256 | 61.630 | 38.370 | 83.110 | 16.890 | 3.77 | 0.950 | bicubic | -12.660 | -9.002 | -7 |
1362 | resnet18.a1_in1k | 288 | 61.600 | 38.400 | 82.380 | 17.620 | 11.69 | 1.000 | bicubic | -11.564 | -8.674 | +13 |
1363 | resnet18.fb_ssl_yfcc100m_ft_in1k | 224 | 61.490 | 38.510 | 83.200 | 16.800 | 11.69 | 0.875 | bilinear | -11.146 | -8.216 | +19 |
1364 | convit_tiny.fb_in1k | 224 | 61.460 | 38.540 | 83.990 | 16.010 | 5.71 | 0.875 | bicubic | -11.666 | -7.700 | +11 |
1365 | repghostnet_100.in1k | 224 | 61.460 | 38.540 | 82.550 | 17.450 | 4.07 | 0.875 | bicubic | -12.740 | -9.000 | -7 |
1366 | resnet34.a3_in1k | 224 | 61.370 | 38.630 | 82.490 | 17.510 | 21.80 | 0.950 | bicubic | -11.612 | -8.626 | +13 |
1367 | resnet34.tv_in1k | 224 | 61.260 | 38.740 | 82.670 | 17.330 | 21.80 | 0.875 | bilinear | -12.038 | -8.752 | +6 |
1368 | regnetx_006.pycls_in1k | 224 | 61.240 | 38.760 | 83.300 | 16.700 | 6.20 | 0.875 | bicubic | -12.644 | -8.366 | -4 |
1369 | hrnet_w18_small.gluon_in1k | 224 | 61.230 | 38.770 | 81.860 | 18.140 | 13.19 | 0.875 | bicubic | -12.702 | -9.312 | -7 |
1370 | ghostnet_100.in1k | 224 | 61.160 | 38.840 | 82.390 | 17.610 | 5.18 | 0.875 | bicubic | -12.800 | -9.152 | -9 |
1371 | spnasnet_100.rmsp_in1k | 224 | 61.110 | 38.890 | 82.780 | 17.220 | 4.42 | 0.875 | bilinear | -12.972 | -9.048 | -13 |
1372 | efficientvit_m3.r224_in1k | 224 | 61.050 | 38.950 | 83.150 | 16.850 | 6.90 | 0.875 | bicubic | -12.358 | -8.198 | -2 |
1373 | vit_base_patch32_224.augreg_in1k | 224 | 60.990 | 39.010 | 82.740 | 17.260 | 88.22 | 0.900 | bicubic | -13.916 | -9.030 | -33 |
1374 | pit_ti_224.in1k | 224 | 60.970 | 39.030 | 83.830 | 16.170 | 4.85 | 0.900 | bicubic | -11.954 | -7.582 | +7 |
1375 | mobilenetv4_conv_small.e2400_r224_in1k | 224 | 60.900 | 39.100 | 82.710 | 17.290 | 3.77 | 0.875 | bicubic | -12.830 | -8.716 | -9 |
1376 | skresnet18.ra_in1k | 224 | 60.880 | 39.120 | 82.870 | 17.130 | 11.96 | 0.875 | bicubic | -12.140 | -8.304 | +1 |
1377 | vgg16_bn.tv_in1k | 224 | 60.820 | 39.180 | 82.990 | 17.010 | 138.37 | 0.875 | bilinear | -12.536 | -8.510 | -6 |
1378 | semnasnet_075.rmsp_in1k | 224 | 60.650 | 39.350 | 82.510 | 17.490 | 2.91 | 0.875 | bicubic | -12.358 | -8.616 | 0 |
1379 | mobilenetv4_conv_small.e1200_r224_in1k | 224 | 60.620 | 39.380 | 82.520 | 17.480 | 3.77 | 0.875 | bicubic | -12.816 | -8.822 | -10 |
1380 | xcit_nano_12_p16_224.fb_dist_in1k | 224 | 60.350 | 39.650 | 82.500 | 17.500 | 3.05 | 1.000 | bicubic | -11.968 | -8.326 | +8 |
1381 | tf_mobilenetv3_large_075.in1k | 224 | 60.320 | 39.680 | 81.780 | 18.220 | 3.99 | 0.875 | bilinear | -13.128 | -9.564 | -13 |
1382 | mobilenetv2_100.ra_in1k | 224 | 60.220 | 39.780 | 82.120 | 17.880 | 3.50 | 0.875 | bicubic | -12.716 | -8.882 | -2 |
1383 | resnet18.a2_in1k | 288 | 60.090 | 39.910 | 81.820 | 18.180 | 11.69 | 1.000 | bicubic | -12.272 | -8.796 | +3 |
1384 | vit_base_patch32_224.sam_in1k | 224 | 60.000 | 40.000 | 81.280 | 18.720 | 88.22 | 0.900 | bicubic | -13.706 | -9.732 | -17 |
1385 | deit_tiny_patch16_224.fb_in1k | 224 | 59.910 | 40.090 | 82.740 | 17.260 | 5.72 | 0.900 | bicubic | -12.286 | -8.360 | +8 |
1386 | resnet18d.ra2_in1k | 224 | 59.910 | 40.090 | 82.330 | 17.670 | 11.71 | 0.875 | bicubic | -12.358 | -8.352 | +4 |
1387 | legacy_seresnet18.in1k | 224 | 59.760 | 40.240 | 81.620 | 18.380 | 11.78 | 0.875 | bicubic | -11.982 | -8.720 | +11 |
1388 | vgg19.tv_in1k | 224 | 59.720 | 40.280 | 81.440 | 18.560 | 143.67 | 0.875 | bilinear | -12.680 | -9.438 | -3 |
1389 | repvgg_a0.rvgg_in1k | 224 | 59.500 | 40.500 | 81.280 | 18.720 | 9.11 | 0.875 | bilinear | -12.924 | -9.234 | -5 |
1390 | edgenext_xx_small.in1k | 288 | 59.440 | 40.560 | 81.870 | 18.130 | 1.33 | 1.000 | bicubic | -12.446 | -8.664 | +6 |
1391 | resnet18.a1_in1k | 224 | 59.320 | 40.680 | 81.120 | 18.880 | 11.69 | 0.950 | bicubic | -12.168 | -8.956 | +10 |
1392 | regnetx_004.pycls_in1k | 224 | 59.260 | 40.740 | 81.830 | 18.170 | 5.16 | 0.875 | bicubic | -13.172 | -9.018 | -9 |
1393 | repghostnet_080.in1k | 224 | 59.090 | 40.910 | 81.250 | 18.750 | 3.28 | 0.875 | bicubic | -13.146 | -9.240 | -1 |
1394 | tf_mobilenetv3_large_minimal_100.in1k | 224 | 58.960 | 41.040 | 80.900 | 19.100 | 3.92 | 0.875 | bilinear | -13.310 | -9.762 | -5 |
1395 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 224 | 58.930 | 41.070 | 81.530 | 18.470 | 6.34 | 0.900 | bicubic | -12.890 | -9.284 | +2 |
1396 | hrnet_w18_small.ms_in1k | 224 | 58.920 | 41.080 | 81.330 | 18.670 | 13.19 | 0.875 | bilinear | -13.414 | -9.356 | -9 |
1397 | vgg13_bn.tv_in1k | 224 | 58.880 | 41.120 | 81.060 | 18.940 | 133.05 | 0.875 | bilinear | -12.676 | -9.312 | +3 |
1398 | lcnet_100.ra2_in1k | 224 | 58.750 | 41.250 | 80.920 | 19.080 | 2.95 | 0.875 | bicubic | -13.378 | -9.448 | -4 |
1399 | pvt_v2_b0.in1k | 224 | 58.690 | 41.310 | 82.010 | 17.990 | 3.67 | 0.900 | bicubic | -11.966 | -8.202 | +10 |
1400 | vgg16.tv_in1k | 224 | 58.640 | 41.360 | 81.610 | 18.390 | 138.36 | 0.875 | bilinear | -12.960 | -8.788 | -1 |
1401 | mobileone_s0.apple_in1k | 224 | 58.440 | 41.560 | 80.070 | 19.930 | 5.29 | 0.875 | bilinear | -12.958 | -9.794 | +2 |
1402 | xcit_nano_12_p16_224.fb_in1k | 224 | 58.410 | 41.590 | 80.750 | 19.250 | 3.05 | 1.000 | bicubic | -11.572 | -9.032 | +13 |
1403 | efficientvit_m2.r224_in1k | 224 | 58.370 | 41.630 | 81.170 | 18.830 | 4.19 | 0.875 | bicubic | -12.430 | -8.990 | +5 |
1404 | resnet18.gluon_in1k | 224 | 58.330 | 41.670 | 80.980 | 19.020 | 11.69 | 0.875 | bicubic | -12.514 | -8.770 | +3 |
1405 | tinynet_c.in1k | 184 | 58.210 | 41.790 | 80.250 | 19.750 | 2.46 | 0.875 | bicubic | -13.014 | -9.496 | 0 |
1406 | resnet18.a2_in1k | 224 | 58.180 | 41.820 | 80.180 | 19.820 | 11.69 | 0.950 | bicubic | -12.454 | -9.306 | +4 |
1407 | efficientvit_b0.r224_in1k | 224 | 58.160 | 41.840 | 79.800 | 20.200 | 3.41 | 0.950 | bicubic | -13.244 | -9.634 | -5 |
1408 | resnet34.a3_in1k | 160 | 58.150 | 41.850 | 80.100 | 19.900 | 21.80 | 0.950 | bicubic | -12.422 | -9.422 | +3 |
1409 | resnet14t.c3_in1k | 224 | 58.150 | 41.850 | 80.070 | 19.930 | 10.08 | 0.950 | bicubic | -14.092 | -10.248 | -18 |
1410 | edgenext_xx_small.in1k | 256 | 58.090 | 41.910 | 81.220 | 18.780 | 1.33 | 0.900 | bicubic | -13.026 | -8.820 | -4 |
1411 | mobilevitv2_050.cvnets_in1k | 256 | 57.700 | 42.300 | 80.860 | 19.140 | 1.37 | 0.888 | bicubic | -12.458 | -9.076 | +3 |
1412 | resnet18.tv_in1k | 224 | 57.350 | 42.650 | 80.080 | 19.920 | 11.69 | 0.875 | bilinear | -12.402 | -9.000 | +5 |
1413 | mobilevit_xxs.cvnets_in1k | 256 | 57.270 | 42.730 | 79.720 | 20.280 | 1.27 | 0.900 | bicubic | -11.658 | -9.220 | +7 |
1414 | vgg13.tv_in1k | 224 | 57.070 | 42.930 | 79.620 | 20.380 | 133.05 | 0.875 | bilinear | -12.870 | -9.636 | +2 |
1415 | vgg11_bn.tv_in1k | 224 | 57.010 | 42.990 | 79.770 | 20.230 | 132.87 | 0.875 | bilinear | -13.374 | -10.038 | -4 |
1416 | resnet14t.c3_in1k | 176 | 57.010 | 42.990 | 79.610 | 20.390 | 10.08 | 0.875 | bicubic | -14.308 | -10.070 | -11 |
1417 | regnety_002.pycls_in1k | 224 | 56.980 | 43.020 | 79.890 | 20.110 | 3.16 | 0.875 | bicubic | -13.314 | -9.644 | -4 |
1418 | dla60x_c.in1k | 224 | 56.230 | 43.770 | 78.840 | 21.160 | 1.32 | 0.875 | bilinear | -11.698 | -9.586 | +9 |
1419 | mixer_l16_224.goog_in21k_ft_in1k | 224 | 56.160 | 43.840 | 75.690 | 24.310 | 208.20 | 0.875 | bicubic | -15.930 | -11.960 | -24 |
1420 | resnet18.a3_in1k | 224 | 55.990 | 44.010 | 78.840 | 21.160 | 11.69 | 0.950 | bicubic | -12.256 | -9.318 | +5 |
1421 | repghostnet_058.in1k | 224 | 55.950 | 44.050 | 78.350 | 21.650 | 2.55 | 0.875 | bicubic | -12.984 | -10.036 | -2 |
1422 | vgg11.tv_in1k | 224 | 55.860 | 44.140 | 78.770 | 21.230 | 132.86 | 0.875 | bilinear | -13.188 | -9.862 | -4 |
1423 | regnetx_002.pycls_in1k | 224 | 55.810 | 44.190 | 79.260 | 20.740 | 2.68 | 0.875 | bicubic | -12.950 | -9.304 | -1 |
1424 | efficientvit_m1.r224_in1k | 224 | 55.570 | 44.430 | 78.950 | 21.050 | 2.98 | 0.875 | bicubic | -12.782 | -9.734 | -1 |
1425 | resnet10t.c3_in1k | 224 | 55.440 | 44.560 | 78.300 | 21.700 | 5.44 | 0.950 | bicubic | -12.906 | -9.722 | -1 |
1426 | lcnet_075.ra2_in1k | 224 | 55.300 | 44.700 | 78.220 | 21.780 | 2.36 | 0.875 | bicubic | -13.484 | -10.168 | -5 |
1427 | mobilenetv3_small_100.lamb_in1k | 224 | 54.610 | 45.390 | 77.660 | 22.340 | 2.54 | 0.875 | bicubic | -13.028 | -9.990 | +1 |
1428 | tf_mobilenetv3_small_100.in1k | 224 | 54.600 | 45.400 | 76.970 | 23.030 | 2.54 | 0.875 | bilinear | -13.332 | -10.714 | -2 |
1429 | resnet10t.c3_in1k | 176 | 54.030 | 45.970 | 76.500 | 23.500 | 5.44 | 0.875 | bicubic | -12.694 | -10.474 | +2 |
1430 | repghostnet_050.in1k | 224 | 53.560 | 46.440 | 76.630 | 23.370 | 2.31 | 0.875 | bicubic | -13.420 | -10.310 | -1 |
1431 | tinynet_d.in1k | 152 | 53.340 | 46.660 | 76.350 | 23.650 | 2.34 | 0.875 | bicubic | -13.626 | -10.714 | -1 |
1432 | dla46x_c.in1k | 224 | 53.140 | 46.860 | 76.750 | 23.250 | 1.07 | 0.875 | bilinear | -12.868 | -10.196 | +1 |
1433 | mnasnet_small.lamb_in1k | 224 | 53.130 | 46.870 | 75.840 | 24.160 | 2.03 | 0.875 | bicubic | -13.066 | -10.632 | -1 |
1434 | mobilenetv2_050.lamb_in1k | 224 | 52.990 | 47.010 | 75.510 | 24.490 | 1.97 | 0.875 | bicubic | -12.940 | -10.592 | 0 |
1435 | resnet18.a3_in1k | 160 | 52.870 | 47.130 | 75.840 | 24.160 | 11.69 | 0.950 | bicubic | -12.794 | -10.438 | +1 |
1436 | tf_mobilenetv3_small_075.in1k | 224 | 52.350 | 47.650 | 75.470 | 24.530 | 2.04 | 0.875 | bilinear | -13.382 | -10.672 | -1 |
1437 | dla46_c.in1k | 224 | 52.030 | 47.970 | 75.670 | 24.330 | 1.30 | 0.875 | bilinear | -12.850 | -10.660 | +1 |
1438 | mobilenetv3_small_075.lamb_in1k | 224 | 51.870 | 48.130 | 74.690 | 25.310 | 2.04 | 0.875 | bicubic | -13.396 | -10.776 | -1 |
1439 | efficientvit_m0.r224_in1k | 224 | 50.610 | 49.390 | 74.450 | 25.550 | 2.35 | 0.875 | bicubic | -12.684 | -10.700 | 0 |
1440 | lcnet_050.ra2_in1k | 224 | 50.060 | 49.940 | 73.430 | 26.570 | 1.88 | 0.875 | bicubic | -13.070 | -10.970 | 0 |
1441 | tf_mobilenetv3_small_minimal_100.in1k | 224 | 49.570 | 50.430 | 72.810 | 27.190 | 2.04 | 0.875 | bilinear | -13.324 | -11.474 | 0 |
1442 | tinynet_e.in1k | 106 | 46.760 | 53.240 | 70.230 | 29.770 | 2.04 | 0.875 | bicubic | -13.114 | -11.540 | 0 |
1443 | mobilenetv3_small_050.lamb_in1k | 224 | 44.800 | 55.200 | 67.750 | 32.250 | 1.59 | 0.875 | bicubic | -13.124 | -12.392 | 0 |
1444 | test_efficientnet.r160_in1k | 160 | 35.120 | 64.880 | 59.110 | 40.890 | 0.36 | 0.875 | bicubic | -11.304 | -11.848 | 0 |
1445 | test_byobnet.r160_in1k | 160 | 34.790 | 65.210 | 59.300 | 40.700 | 0.46 | 0.875 | bicubic | -10.610 | -11.310 | 0 |
1446 | test_vit.r160_in1k | 160 | 31.540 | 68.460 | 56.520 | 43.480 | 0.37 | 0.875 | bicubic | -9.292 | -10.686 | 0 |