103 KiB
103 KiB
1 | model | top1 | top1_err | top5 | top5_err | param_count | img_size | crop_pct | interpolation | top1_diff | top5_diff | rank_diff |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | eva_giant_patch14_336.clip_ft_in1k | 82.200 | 17.800 | 96.290 | 3.710 | 1,013.01 | 336 | 1.000 | bicubic | -7.266 | -2.536 | +6 |
3 | eva02_large_patch14_448.mim_in22k_ft_in1k | 82.130 | 17.870 | 96.260 | 3.740 | 305.08 | 448 | 1.000 | bicubic | -7.492 | -2.690 | +2 |
4 | eva02_large_patch14_448.mim_m38m_ft_in1k | 82.130 | 17.870 | 96.160 | 3.840 | 305.08 | 448 | 1.000 | bicubic | -7.444 | -2.764 | +2 |
5 | eva_giant_patch14_560.m30m_ft_in22k_in1k | 82.040 | 17.960 | 96.440 | 3.560 | 1,014.45 | 560 | 1.000 | bicubic | -7.746 | -2.552 | -1 |
6 | eva02_large_patch14_448.mim_in22k_ft_in22k_in1k | 81.900 | 18.100 | 96.150 | 3.850 | 305.08 | 448 | 1.000 | bicubic | -8.070 | -2.862 | -3 |
7 | eva02_large_patch14_448.mim_m38m_ft_in22k_in1k | 81.890 | 18.110 | 96.370 | 3.630 | 305.08 | 448 | 1.000 | bicubic | -8.162 | -2.678 | -5 |
8 | eva_giant_patch14_336.m30m_ft_in22k_in1k | 81.820 | 18.180 | 96.290 | 3.710 | 1,013.01 | 336 | 1.000 | bicubic | -7.746 | -2.662 | -1 |
9 | eva_giant_patch14_224.clip_ft_in1k | 81.750 | 18.250 | 96.080 | 3.920 | 1,012.56 | 224 | 0.900 | bicubic | -7.130 | -2.600 | +1 |
10 | eva_large_patch14_336.in22k_ft_in1k | 81.190 | 18.810 | 95.880 | 4.120 | 304.53 | 336 | 1.000 | bicubic | -7.480 | -2.842 | +4 |
11 | eva_large_patch14_336.in22k_ft_in22k_in1k | 80.930 | 19.070 | 96.010 | 3.990 | 304.53 | 336 | 1.000 | bicubic | -8.276 | -2.844 | -2 |
12 | vit_large_patch14_clip_336.openai_ft_in12k_in1k | 80.520 | 19.480 | 95.500 | 4.500 | 304.53 | 336 | 1.000 | bicubic | -7.748 | -3.026 | +13 |
13 | regnety_1280.swag_ft_in1k | 80.480 | 19.520 | 96.180 | 3.820 | 644.81 | 384 | 1.000 | bicubic | -7.750 | -2.506 | +16 |
14 | tf_efficientnet_l2.ns_jft_in1k_475 | 80.470 | 19.530 | 95.730 | 4.270 | 480.31 | 475 | 0.936 | bicubic | -7.764 | -2.816 | +14 |
15 | convnext_xxlarge.clip_laion2b_soup_ft_in1k | 80.450 | 19.550 | 95.780 | 4.220 | 846.47 | 256 | 1.000 | bicubic | -8.154 | -2.928 | 0 |
16 | beitv2_large_patch16_224.in1k_ft_in22k_in1k | 80.270 | 19.730 | 95.150 | 4.850 | 304.43 | 224 | 0.950 | bicubic | -8.124 | -3.448 | +5 |
17 | tf_efficientnet_l2.ns_jft_in1k | 80.250 | 19.750 | 95.860 | 4.140 | 480.31 | 800 | 0.960 | bicubic | -8.102 | -2.788 | +5 |
18 | eva_large_patch14_196.in22k_ft_in22k_in1k | 80.170 | 19.830 | 95.380 | 4.620 | 304.14 | 196 | 1.000 | bicubic | -8.404 | -3.278 | 0 |
19 | maxvit_base_tf_512.in21k_ft_in1k | 80.150 | 19.850 | 95.480 | 4.520 | 119.88 | 512 | 1.000 | bicubic | -8.070 | -3.050 | +11 |
20 | eva_large_patch14_196.in22k_ft_in1k | 80.150 | 19.850 | 95.450 | 4.550 | 304.14 | 196 | 1.000 | bicubic | -7.782 | -3.048 | +19 |
21 | maxvit_xlarge_tf_512.in21k_ft_in1k | 80.100 | 19.900 | 95.480 | 4.520 | 475.77 | 512 | 1.000 | bicubic | -8.438 | -3.164 | -2 |
22 | convnextv2_huge.fcmae_ft_in22k_in1k_512 | 79.990 | 20.010 | 95.900 | 4.100 | 660.29 | 512 | 1.000 | bicubic | -8.868 | -2.848 | -11 |
23 | maxvit_large_tf_512.in21k_ft_in1k | 79.980 | 20.020 | 95.160 | 4.840 | 212.33 | 512 | 1.000 | bicubic | -8.244 | -3.438 | +7 |
24 | beit_large_patch16_512.in22k_ft_in22k_in1k | 79.950 | 20.050 | 95.350 | 4.650 | 305.67 | 512 | 1.000 | bicubic | -8.646 | -3.306 | -8 |
25 | convnextv2_huge.fcmae_ft_in22k_in1k_384 | 79.940 | 20.060 | 95.690 | 4.310 | 660.29 | 384 | 1.000 | bicubic | -8.730 | -3.048 | -12 |
26 | maxvit_xlarge_tf_384.in21k_ft_in1k | 79.710 | 20.290 | 95.160 | 4.840 | 475.32 | 384 | 1.000 | bicubic | -8.604 | -3.384 | -3 |
27 | vit_large_patch14_clip_224.openai_ft_in1k | 79.620 | 20.380 | 95.000 | 5.000 | 304.20 | 224 | 1.000 | bicubic | -8.234 | -3.426 | +15 |
28 | maxvit_large_tf_384.in21k_ft_in1k | 79.590 | 20.410 | 95.070 | 4.930 | 212.03 | 384 | 1.000 | bicubic | -8.396 | -3.498 | +8 |
29 | eva02_base_patch14_448.mim_in22k_ft_in22k_in1k | 79.520 | 20.480 | 95.200 | 4.800 | 87.12 | 448 | 1.000 | bicubic | -9.170 | -3.524 | -17 |
30 | vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 79.520 | 20.480 | 95.000 | 5.000 | 632.46 | 336 | 1.000 | bicubic | -9.072 | -3.662 | -13 |
31 | beit_large_patch16_384.in22k_ft_in22k_in1k | 79.500 | 20.500 | 95.180 | 4.820 | 305.00 | 384 | 1.000 | bicubic | -8.902 | -3.428 | -11 |
32 | vit_large_patch14_clip_224.openai_ft_in12k_in1k | 79.400 | 20.600 | 95.070 | 4.930 | 304.20 | 224 | 1.000 | bicubic | -8.774 | -3.476 | +2 |
33 | vit_huge_patch14_clip_224.laion2b_ft_in1k | 79.370 | 20.630 | 94.920 | 5.080 | 632.05 | 224 | 1.000 | bicubic | -8.218 | -3.298 | +16 |
34 | maxvit_base_tf_384.in21k_ft_in1k | 79.340 | 20.660 | 95.080 | 4.920 | 119.65 | 384 | 1.000 | bicubic | -8.582 | -3.464 | +5 |
35 | vit_large_patch14_clip_336.laion2b_ft_in1k | 79.240 | 20.760 | 95.000 | 5.000 | 304.53 | 336 | 1.000 | bicubic | -8.616 | -3.368 | +6 |
36 | vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 79.200 | 20.800 | 95.120 | 4.880 | 632.05 | 224 | 1.000 | bicubic | -9.056 | -3.432 | -10 |
37 | deit3_huge_patch14_224.fb_in22k_ft_in1k | 79.190 | 20.810 | 94.870 | 5.130 | 632.13 | 224 | 1.000 | bicubic | -7.996 | -3.390 | +27 |
38 | eva02_base_patch14_448.mim_in22k_ft_in1k | 79.150 | 20.850 | 95.110 | 4.890 | 87.12 | 448 | 1.000 | bicubic | -9.102 | -3.454 | -11 |
39 | deit3_large_patch16_384.fb_in22k_ft_in1k | 79.080 | 20.920 | 94.870 | 5.130 | 304.76 | 384 | 1.000 | bicubic | -8.640 | -3.642 | +7 |
40 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384 | 79.040 | 20.960 | 95.010 | 4.990 | 200.13 | 384 | 1.000 | bicubic | -9.266 | -3.572 | -17 |
41 | caformer_b36.sail_in22k_ft_in1k_384 | 79.040 | 20.960 | 94.920 | 5.080 | 98.75 | 384 | 1.000 | bicubic | -9.018 | -3.662 | -5 |
42 | vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 78.980 | 21.020 | 94.890 | 5.110 | 304.53 | 336 | 1.000 | bicubic | -9.200 | -3.682 | -9 |
43 | maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k | 78.900 | 21.100 | 94.580 | 5.420 | 116.14 | 384 | 1.000 | bicubic | -8.928 | -3.792 | +1 |
44 | beit_large_patch16_224.in22k_ft_in22k_in1k | 78.830 | 21.170 | 94.610 | 5.390 | 304.43 | 224 | 0.900 | bicubic | -8.648 | -3.694 | +7 |
45 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384 | 78.750 | 21.250 | 94.950 | 5.050 | 200.13 | 384 | 1.000 | bicubic | -9.098 | -3.496 | -2 |
46 | beitv2_large_patch16_224.in1k_ft_in1k | 78.730 | 21.270 | 94.230 | 5.770 | 304.43 | 224 | 0.950 | bicubic | -8.682 | -4.004 | +11 |
47 | convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320 | 78.650 | 21.350 | 94.660 | 5.340 | 200.13 | 320 | 1.000 | bicubic | -9.308 | -3.816 | -10 |
48 | deit3_large_patch16_224.fb_in22k_ft_in1k | 78.630 | 21.370 | 94.720 | 5.280 | 304.37 | 224 | 1.000 | bicubic | -8.352 | -3.516 | +26 |
49 | convnextv2_large.fcmae_ft_in22k_in1k_384 | 78.570 | 21.430 | 94.840 | 5.160 | 197.96 | 384 | 1.000 | bicubic | -9.628 | -3.688 | -17 |
50 | tf_efficientnet_b7.ns_jft_in1k | 78.530 | 21.470 | 94.370 | 5.630 | 66.35 | 600 | 0.949 | bicubic | -8.310 | -3.722 | +30 |
51 | vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 78.490 | 21.510 | 94.660 | 5.340 | 304.20 | 224 | 1.000 | bicubic | -9.404 | -3.748 | -11 |
52 | vit_large_patch14_clip_224.laion2b_ft_in1k | 78.440 | 21.560 | 94.580 | 5.420 | 304.20 | 224 | 1.000 | bicubic | -8.846 | -3.664 | +10 |
53 | regnety_320.swag_ft_in1k | 78.380 | 21.620 | 95.200 | 4.800 | 145.05 | 384 | 1.000 | bicubic | -8.454 | -3.162 | +28 |
54 | coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k | 78.240 | 21.760 | 94.350 | 5.650 | 73.88 | 384 | 1.000 | bicubic | -9.142 | -3.962 | +4 |
55 | caformer_m36.sail_in22k_ft_in1k_384 | 78.170 | 21.830 | 94.180 | 5.820 | 56.20 | 384 | 1.000 | bicubic | -9.276 | -4.128 | 0 |
56 | caformer_b36.sail_in22k_ft_in1k | 78.110 | 21.890 | 94.400 | 5.600 | 98.75 | 224 | 1.000 | bicubic | -9.310 | -3.928 | 0 |
57 | convnextv2_huge.fcmae_ft_in1k | 78.060 | 21.940 | 94.060 | 5.940 | 660.29 | 288 | 1.000 | bicubic | -8.520 | -3.912 | +36 |
58 | convformer_b36.sail_in22k_ft_in1k_384 | 78.040 | 21.960 | 94.170 | 5.830 | 99.88 | 384 | 1.000 | bicubic | -9.562 | -4.264 | -10 |
59 | convnext_xlarge.fb_in22k_ft_in1k_384 | 77.990 | 22.010 | 94.480 | 5.520 | 350.20 | 384 | 1.000 | bicubic | -9.762 | -4.076 | -14 |
60 | volo_d5_512.sail_in1k | 77.970 | 22.030 | 94.160 | 5.840 | 296.09 | 512 | 1.150 | bicubic | -9.088 | -3.810 | +9 |
61 | vit_large_patch16_384.augreg_in21k_ft_in1k | 77.940 | 22.060 | 94.460 | 5.540 | 304.72 | 384 | 1.000 | bicubic | -9.144 | -3.842 | +6 |
62 | convnext_large_mlp.clip_laion2b_augreg_ft_in1k | 77.940 | 22.060 | 94.390 | 5.610 | 200.13 | 256 | 1.000 | bicubic | -9.396 | -3.828 | -2 |
63 | convnextv2_large.fcmae_ft_in22k_in1k | 77.900 | 22.100 | 94.390 | 5.610 | 197.96 | 288 | 1.000 | bicubic | -9.584 | -3.966 | -13 |
64 | deit3_base_patch16_384.fb_in22k_ft_in1k | 77.870 | 22.130 | 94.030 | 5.970 | 86.88 | 384 | 1.000 | bicubic | -8.870 | -4.086 | +23 |
65 | vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 77.770 | 22.230 | 94.160 | 5.840 | 86.86 | 384 | 1.000 | bicubic | -9.436 | -3.874 | -2 |
66 | volo_d5_448.sail_in1k | 77.750 | 22.250 | 94.050 | 5.950 | 295.91 | 448 | 1.150 | bicubic | -9.202 | -3.888 | +10 |
67 | volo_d4_448.sail_in1k | 77.740 | 22.260 | 93.940 | 6.060 | 193.41 | 448 | 1.150 | bicubic | -9.052 | -3.944 | +18 |
68 | maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k | 77.710 | 22.290 | 94.330 | 5.670 | 116.09 | 384 | 1.000 | bicubic | -9.754 | -4.044 | -15 |
69 | maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k | 77.690 | 22.310 | 94.070 | 5.930 | 116.14 | 224 | 0.950 | bicubic | -9.204 | -3.944 | +8 |
70 | tf_efficientnetv2_xl.in21k_ft_in1k | 77.630 | 22.370 | 93.960 | 6.040 | 208.12 | 512 | 1.000 | bicubic | -9.118 | -4.054 | +16 |
71 | tf_efficientnetv2_l.in21k_ft_in1k | 77.580 | 22.420 | 94.280 | 5.720 | 118.52 | 480 | 1.000 | bicubic | -9.222 | -3.856 | +11 |
72 | caformer_s36.sail_in22k_ft_in1k_384 | 77.540 | 22.460 | 94.070 | 5.930 | 39.30 | 384 | 1.000 | bicubic | -9.318 | -4.142 | +7 |
73 | convnextv2_base.fcmae_ft_in22k_in1k_384 | 77.490 | 22.510 | 94.410 | 5.590 | 88.72 | 384 | 1.000 | bicubic | -10.154 | -4.006 | -27 |
74 | caformer_b36.sail_in1k_384 | 77.490 | 22.510 | 93.530 | 6.470 | 98.75 | 384 | 1.000 | bicubic | -8.918 | -4.284 | +32 |
75 | convnext_base.clip_laiona_augreg_ft_in1k_384 | 77.480 | 22.520 | 93.960 | 6.040 | 88.59 | 384 | 1.000 | bicubic | -9.022 | -4.008 | +22 |
76 | maxvit_base_tf_512.in1k | 77.440 | 22.560 | 93.970 | 6.030 | 119.88 | 512 | 1.000 | bicubic | -9.162 | -3.948 | +14 |
77 | caformer_m36.sail_in22k_ft_in1k | 77.440 | 22.560 | 93.590 | 6.410 | 56.20 | 224 | 1.000 | bicubic | -9.154 | -4.434 | +16 |
78 | convnext_large.fb_in22k_ft_in1k_384 | 77.420 | 22.580 | 94.200 | 5.800 | 197.77 | 384 | 1.000 | bicubic | -10.052 | -4.186 | -26 |
79 | seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 | 77.420 | 22.580 | 93.990 | 6.010 | 149.39 | 384 | 1.000 | bicubic | -9.868 | -4.344 | -18 |
80 | regnety_1280.swag_lc_in1k | 77.380 | 22.620 | 94.500 | 5.500 | 644.81 | 224 | 0.965 | bicubic | -8.602 | -3.350 | +56 |
81 | swinv2_large_window12to24_192to384.ms_in22k_ft_in1k | 77.340 | 22.660 | 93.910 | 6.090 | 196.74 | 384 | 1.000 | bicubic | -10.124 | -4.340 | -27 |
82 | vit_base_patch16_clip_384.laion2b_ft_in1k | 77.320 | 22.680 | 93.860 | 6.140 | 86.86 | 384 | 1.000 | bicubic | -9.298 | -4.148 | +8 |
83 | maxvit_large_tf_512.in1k | 77.300 | 22.700 | 93.790 | 6.210 | 212.33 | 512 | 1.000 | bicubic | -9.226 | -4.090 | +12 |
84 | convnextv2_base.fcmae_ft_in22k_in1k | 77.290 | 22.710 | 94.110 | 5.890 | 88.72 | 288 | 1.000 | bicubic | -9.708 | -4.058 | -11 |
85 | seresnextaa101d_32x8d.sw_in12k_ft_in1k_288 | 77.290 | 22.710 | 94.050 | 5.950 | 93.59 | 320 | 1.000 | bicubic | -9.434 | -4.126 | +3 |
86 | tf_efficientnet_b6.ns_jft_in1k | 77.290 | 22.710 | 93.890 | 6.110 | 43.04 | 528 | 0.942 | bicubic | -9.168 | -4.000 | +17 |
87 | convformer_b36.sail_in22k_ft_in1k | 77.270 | 22.730 | 93.970 | 6.030 | 99.88 | 224 | 1.000 | bicubic | -9.728 | -4.202 | -15 |
88 | swinv2_base_window12to24_192to384.ms_in22k_ft_in1k | 77.240 | 22.760 | 94.250 | 5.750 | 87.92 | 384 | 1.000 | bicubic | -9.856 | -3.984 | -21 |
89 | regnety_160.swag_ft_in1k | 77.230 | 22.770 | 94.600 | 5.400 | 83.59 | 384 | 1.000 | bicubic | -8.790 | -3.452 | +41 |
90 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384 | 77.180 | 22.820 | 94.170 | 5.830 | 88.59 | 384 | 1.000 | bicubic | -9.954 | -4.052 | -25 |
91 | caformer_m36.sail_in1k_384 | 77.160 | 22.840 | 93.630 | 6.370 | 56.20 | 384 | 1.000 | bicubic | -9.006 | -4.190 | +28 |
92 | maxvit_large_tf_384.in1k | 77.130 | 22.870 | 93.460 | 6.540 | 212.03 | 384 | 1.000 | bicubic | -9.100 | -4.228 | +21 |
93 | beitv2_base_patch16_224.in1k_ft_in22k_in1k | 77.120 | 22.880 | 94.020 | 5.980 | 86.53 | 224 | 0.900 | bicubic | -9.354 | -4.032 | +8 |
94 | volo_d3_448.sail_in1k | 77.090 | 22.910 | 94.110 | 5.890 | 86.63 | 448 | 1.000 | bicubic | -9.412 | -3.600 | +4 |
95 | swin_large_patch4_window12_384.ms_in22k_ft_in1k | 77.070 | 22.930 | 93.760 | 6.240 | 196.74 | 384 | 1.000 | bicubic | -10.062 | -4.474 | -29 |
96 | vit_large_r50_s32_384.augreg_in21k_ft_in1k | 77.070 | 22.930 | 93.710 | 6.290 | 329.09 | 384 | 1.000 | bicubic | -9.112 | -4.212 | +21 |
97 | coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k | 77.010 | 22.990 | 93.320 | 6.680 | 73.88 | 224 | 0.950 | bicubic | -9.494 | -4.574 | -1 |
98 | swinv2_large_window12to16_192to256.ms_in22k_ft_in1k | 76.970 | 23.030 | 93.520 | 6.480 | 196.74 | 256 | 0.900 | bicubic | -9.982 | -4.586 | -23 |
99 | vit_base_patch16_clip_384.openai_ft_in1k | 76.960 | 23.040 | 93.750 | 6.250 | 86.86 | 384 | 1.000 | bicubic | -9.246 | -4.126 | +15 |
100 | convformer_m36.sail_in22k_ft_in1k_384 | 76.960 | 23.040 | 93.690 | 6.310 | 57.05 | 384 | 1.000 | bicubic | -9.932 | -4.426 | -21 |
101 | beit_base_patch16_384.in22k_ft_in22k_in1k | 76.930 | 23.070 | 93.910 | 6.090 | 86.74 | 384 | 1.000 | bicubic | -9.870 | -4.226 | -18 |
102 | seresnextaa101d_32x8d.sw_in12k_ft_in1k | 76.900 | 23.100 | 93.850 | 6.150 | 93.59 | 288 | 1.000 | bicubic | -9.584 | -4.180 | -2 |
103 | tf_efficientnetv2_m.in21k_ft_in1k | 76.890 | 23.110 | 93.640 | 6.360 | 54.14 | 480 | 1.000 | bicubic | -9.102 | -4.304 | +30 |
104 | vit_base_patch16_clip_384.openai_ft_in12k_in1k | 76.870 | 23.130 | 93.780 | 6.220 | 86.86 | 384 | 0.950 | bicubic | -10.156 | -4.402 | -34 |
105 | cait_m48_448.fb_dist_in1k | 76.870 | 23.130 | 93.380 | 6.620 | 356.46 | 448 | 1.000 | bicubic | -9.622 | -4.372 | -5 |
106 | tf_efficientnet_b5.ns_jft_in1k | 76.830 | 23.170 | 93.580 | 6.420 | 30.39 | 456 | 0.934 | bicubic | -9.258 | -4.176 | +19 |
107 | resnext101_32x32d.fb_wsl_ig1b_ft_in1k | 76.810 | 23.190 | 93.210 | 6.790 | 468.53 | 224 | 0.875 | bilinear | -8.288 | -4.228 | +92 |
108 | maxvit_base_tf_384.in1k | 76.790 | 23.210 | 93.440 | 6.560 | 119.65 | 384 | 1.000 | bicubic | -9.512 | -4.358 | +2 |
109 | convnext_large.fb_in22k_ft_in1k | 76.750 | 23.250 | 93.710 | 6.290 | 197.77 | 288 | 1.000 | bicubic | -10.276 | -4.494 | -39 |
110 | tiny_vit_21m_512.dist_in22k_ft_in1k | 76.710 | 23.290 | 93.470 | 6.530 | 21.27 | 512 | 1.000 | bicubic | -9.748 | -4.414 | -8 |
111 | deit3_large_patch16_384.fb_in1k | 76.690 | 23.310 | 93.350 | 6.650 | 304.76 | 384 | 1.000 | bicubic | -9.122 | -4.248 | +32 |
112 | convnextv2_large.fcmae_ft_in1k | 76.660 | 23.340 | 93.570 | 6.430 | 197.96 | 288 | 1.000 | bicubic | -9.458 | -4.252 | +10 |
113 | convnext_base.fb_in22k_ft_in1k_384 | 76.650 | 23.350 | 93.700 | 6.300 | 88.59 | 384 | 1.000 | bicubic | -10.146 | -4.564 | -29 |
114 | convnext_xlarge.fb_in22k_ft_in1k | 76.630 | 23.370 | 93.860 | 6.140 | 350.20 | 288 | 1.000 | bicubic | -10.700 | -4.468 | -55 |
115 | beitv2_base_patch16_224.in1k_ft_in1k | 76.630 | 23.370 | 92.930 | 7.070 | 86.53 | 224 | 0.900 | bicubic | -8.964 | -4.576 | +43 |
116 | coatnet_2_rw_224.sw_in12k_ft_in1k | 76.620 | 23.380 | 93.380 | 6.620 | 73.87 | 224 | 0.950 | bicubic | -9.944 | -4.516 | -22 |
117 | xcit_large_24_p8_384.fb_dist_in1k | 76.620 | 23.380 | 93.090 | 6.910 | 188.93 | 384 | 1.000 | bicubic | -9.376 | -4.600 | +14 |
118 | regnety_160.sw_in12k_ft_in1k | 76.610 | 23.390 | 93.560 | 6.440 | 83.59 | 288 | 1.000 | bicubic | -9.376 | -4.274 | +17 |
119 | vit_base_patch8_224.augreg2_in21k_ft_in1k | 76.590 | 23.410 | 93.340 | 6.660 | 86.58 | 224 | 0.900 | bicubic | -9.628 | -4.492 | -5 |
120 | caformer_s36.sail_in22k_ft_in1k | 76.580 | 23.420 | 93.620 | 6.380 | 39.30 | 224 | 1.000 | bicubic | -9.210 | -4.206 | +25 |
121 | caformer_s36.sail_in1k_384 | 76.550 | 23.450 | 93.450 | 6.550 | 39.30 | 384 | 1.000 | bicubic | -9.192 | -4.222 | +28 |
122 | volo_d5_224.sail_in1k | 76.550 | 23.450 | 93.330 | 6.670 | 295.46 | 224 | 0.960 | bicubic | -9.520 | -4.246 | +5 |
123 | deit3_base_patch16_224.fb_in22k_ft_in1k | 76.530 | 23.470 | 93.570 | 6.430 | 86.59 | 224 | 1.000 | bicubic | -9.170 | -4.176 | +29 |
124 | maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k | 76.530 | 23.470 | 93.370 | 6.630 | 116.09 | 224 | 0.950 | bicubic | -10.112 | -4.650 | -35 |
125 | dm_nfnet_f6.dm_in1k | 76.510 | 23.490 | 93.340 | 6.660 | 438.36 | 576 | 0.956 | bicubic | -9.852 | -4.556 | -17 |
126 | maxvit_small_tf_512.in1k | 76.500 | 23.500 | 93.360 | 6.640 | 69.13 | 512 | 1.000 | bicubic | -9.584 | -4.404 | 0 |
127 | vit_base_patch16_384.augreg_in21k_ft_in1k | 76.490 | 23.510 | 93.760 | 6.240 | 86.86 | 384 | 1.000 | bicubic | -9.504 | -4.242 | +5 |
128 | tiny_vit_21m_384.dist_in22k_ft_in1k | 76.470 | 23.530 | 93.130 | 6.870 | 21.23 | 384 | 1.000 | bicubic | -9.638 | -4.580 | -5 |
129 | swinv2_base_window12to16_192to256.ms_in22k_ft_in1k | 76.450 | 23.550 | 93.700 | 6.300 | 87.92 | 256 | 0.900 | bicubic | -9.818 | -4.182 | -17 |
130 | convformer_m36.sail_in1k_384 | 76.370 | 23.630 | 93.100 | 6.900 | 57.05 | 384 | 1.000 | bicubic | -9.210 | -4.442 | +28 |
131 | convformer_s36.sail_in22k_ft_in1k_384 | 76.360 | 23.640 | 93.530 | 6.470 | 40.01 | 384 | 1.000 | bicubic | -10.018 | -4.454 | -26 |
132 | convformer_m36.sail_in22k_ft_in1k | 76.360 | 23.640 | 93.450 | 6.550 | 57.05 | 224 | 1.000 | bicubic | -9.788 | -4.400 | -10 |
133 | convnext_small.in12k_ft_in1k_384 | 76.340 | 23.660 | 93.420 | 6.580 | 50.22 | 384 | 1.000 | bicubic | -9.842 | -4.502 | -17 |
134 | cait_m36_384.fb_dist_in1k | 76.330 | 23.670 | 93.060 | 6.940 | 271.22 | 384 | 1.000 | bicubic | -9.728 | -4.670 | -6 |
135 | swin_large_patch4_window7_224.ms_in22k_ft_in1k | 76.310 | 23.690 | 93.390 | 6.610 | 196.53 | 224 | 0.900 | bicubic | -10.002 | -4.512 | -26 |
136 | vit_large_patch16_224.augreg_in21k_ft_in1k | 76.300 | 23.700 | 93.610 | 6.390 | 304.33 | 224 | 0.900 | bicubic | -9.536 | -4.054 | +4 |
137 | convnext_base.clip_laion2b_augreg_ft_in12k_in1k | 76.290 | 23.710 | 93.810 | 6.190 | 88.59 | 256 | 1.000 | bicubic | -10.080 | -4.174 | -30 |
138 | swin_base_patch4_window12_384.ms_in22k_ft_in1k | 76.250 | 23.750 | 93.300 | 6.700 | 87.90 | 384 | 1.000 | bicubic | -10.188 | -4.766 | -34 |
139 | cait_s36_384.fb_dist_in1k | 76.220 | 23.780 | 92.960 | 7.040 | 68.37 | 384 | 1.000 | bicubic | -9.234 | -4.518 | +27 |
140 | regnety_160.lion_in12k_ft_in1k | 76.190 | 23.810 | 93.670 | 6.330 | 83.59 | 288 | 1.000 | bicubic | -9.798 | -4.164 | -6 |
141 | dm_nfnet_f4.dm_in1k | 76.150 | 23.850 | 93.050 | 6.950 | 316.07 | 512 | 0.951 | bicubic | -9.686 | -4.768 | 0 |
142 | xcit_medium_24_p8_384.fb_dist_in1k | 76.130 | 23.870 | 92.980 | 7.020 | 84.32 | 384 | 1.000 | bicubic | -9.686 | -4.612 | 0 |
143 | maxvit_small_tf_384.in1k | 76.120 | 23.880 | 92.610 | 7.390 | 69.02 | 384 | 1.000 | bicubic | -9.420 | -4.852 | +18 |
144 | flexivit_large.1200ep_in1k | 76.100 | 23.900 | 93.010 | 6.990 | 304.36 | 240 | 0.950 | bicubic | -9.544 | -4.530 | +12 |
145 | volo_d2_384.sail_in1k | 76.090 | 23.910 | 93.130 | 6.870 | 58.87 | 384 | 1.000 | bicubic | -9.952 | -4.444 | -17 |
146 | tf_efficientnet_b8.ap_in1k | 76.090 | 23.910 | 92.730 | 7.270 | 87.41 | 672 | 0.954 | bicubic | -9.274 | -4.562 | +32 |
147 | tf_efficientnet_b7.ap_in1k | 76.080 | 23.920 | 92.970 | 7.030 | 66.35 | 600 | 0.949 | bicubic | -9.044 | -4.282 | +48 |
148 | convformer_b36.sail_in1k_384 | 76.070 | 23.930 | 92.720 | 7.280 | 99.88 | 384 | 1.000 | bicubic | -9.670 | -4.804 | +2 |
149 | maxvit_tiny_tf_512.in1k | 76.060 | 23.940 | 93.160 | 6.840 | 31.05 | 512 | 1.000 | bicubic | -9.604 | -4.424 | +5 |
150 | flexivit_large.600ep_in1k | 76.050 | 23.950 | 92.960 | 7.040 | 304.36 | 240 | 0.950 | bicubic | -9.490 | -4.528 | +10 |
151 | volo_d4_224.sail_in1k | 76.020 | 23.980 | 92.980 | 7.020 | 192.96 | 224 | 0.960 | bicubic | -9.852 | -4.492 | -12 |
152 | tf_efficientnetv2_l.in1k | 76.000 | 24.000 | 93.070 | 6.930 | 118.52 | 480 | 1.000 | bicubic | -9.664 | -4.404 | +3 |
153 | vit_base_patch8_224.augreg_in21k_ft_in1k | 75.970 | 24.030 | 93.370 | 6.630 | 86.58 | 224 | 0.900 | bicubic | -9.828 | -4.420 | -9 |
154 | xcit_large_24_p8_224.fb_dist_in1k | 75.970 | 24.030 | 92.710 | 7.290 | 188.93 | 224 | 1.000 | bicubic | -9.432 | -4.692 | +18 |
155 | flexivit_large.300ep_in1k | 75.940 | 24.060 | 92.650 | 7.350 | 304.36 | 240 | 0.950 | bicubic | -9.348 | -4.750 | +25 |
156 | convnext_base.fb_in22k_ft_in1k | 75.930 | 24.070 | 93.580 | 6.420 | 88.59 | 288 | 1.000 | bicubic | -10.344 | -4.512 | -45 |
157 | convnext_base.clip_laion2b_augreg_ft_in1k | 75.840 | 24.160 | 93.210 | 6.790 | 88.59 | 256 | 1.000 | bicubic | -10.318 | -4.470 | -37 |
158 | xcit_large_24_p16_384.fb_dist_in1k | 75.820 | 24.180 | 92.740 | 7.260 | 189.10 | 384 | 1.000 | bicubic | -9.934 | -4.798 | -10 |
159 | dm_nfnet_f3.dm_in1k | 75.790 | 24.210 | 92.910 | 7.090 | 254.92 | 416 | 0.940 | bicubic | -9.896 | -4.660 | -6 |
160 | eva02_small_patch14_336.mim_in22k_ft_in1k | 75.790 | 24.210 | 92.820 | 7.180 | 22.13 | 336 | 1.000 | bicubic | -9.928 | -4.814 | -9 |
161 | convformer_s36.sail_in1k_384 | 75.780 | 24.220 | 93.090 | 6.910 | 40.01 | 384 | 1.000 | bicubic | -9.598 | -4.386 | +13 |
162 | deit3_huge_patch14_224.fb_in1k | 75.780 | 24.220 | 92.740 | 7.260 | 632.13 | 224 | 0.900 | bicubic | -9.444 | -4.620 | +24 |
163 | xcit_small_24_p8_384.fb_dist_in1k | 75.770 | 24.230 | 92.970 | 7.030 | 47.63 | 384 | 1.000 | bicubic | -9.784 | -4.600 | -4 |
164 | caformer_b36.sail_in1k | 75.740 | 24.260 | 92.690 | 7.310 | 98.75 | 224 | 1.000 | bicubic | -9.764 | -4.620 | -1 |
165 | resnext101_32x16d.fb_wsl_ig1b_ft_in1k | 75.720 | 24.280 | 92.910 | 7.090 | 194.03 | 224 | 0.875 | bilinear | -8.446 | -4.288 | +119 |
166 | vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 75.710 | 24.290 | 92.770 | 7.230 | 86.57 | 224 | 0.950 | bicubic | -10.460 | -4.986 | -48 |
167 | tf_efficientnet_b4.ns_jft_in1k | 75.690 | 24.310 | 93.050 | 6.950 | 19.34 | 380 | 0.922 | bicubic | -9.470 | -4.418 | +26 |
168 | caformer_s18.sail_in22k_ft_in1k_384 | 75.680 | 24.320 | 93.510 | 6.490 | 26.34 | 384 | 1.000 | bicubic | -9.734 | -4.192 | +1 |
169 | efficientnet_b5.sw_in12k_ft_in1k | 75.680 | 24.320 | 93.040 | 6.960 | 30.39 | 448 | 1.000 | bicubic | -10.216 | -4.696 | -31 |
170 | hrnet_w48_ssld.paddle_in1k | 75.670 | 24.330 | 92.830 | 7.170 | 77.47 | 288 | 1.000 | bilinear | -8.810 | -4.404 | +79 |
171 | vit_medium_patch16_gap_384.sw_in12k_ft_in1k | 75.660 | 24.340 | 92.980 | 7.020 | 39.03 | 384 | 0.950 | bicubic | -9.870 | -4.656 | -9 |
172 | volo_d1_384.sail_in1k | 75.650 | 24.350 | 93.060 | 6.940 | 26.78 | 384 | 1.000 | bicubic | -9.594 | -4.134 | +11 |
173 | volo_d3_224.sail_in1k | 75.620 | 24.380 | 92.980 | 7.020 | 86.33 | 224 | 0.960 | bicubic | -9.794 | -4.296 | -3 |
174 | convnextv2_base.fcmae_ft_in1k | 75.620 | 24.380 | 92.850 | 7.150 | 88.72 | 288 | 1.000 | bicubic | -9.854 | -4.534 | -9 |
175 | dm_nfnet_f5.dm_in1k | 75.610 | 24.390 | 92.780 | 7.220 | 377.21 | 544 | 0.954 | bicubic | -10.490 | -4.908 | -51 |
176 | caformer_m36.sail_in1k | 75.600 | 24.400 | 92.400 | 7.600 | 56.20 | 224 | 1.000 | bicubic | -9.632 | -4.800 | +9 |
177 | vit_base_patch16_clip_224.openai_ft_in1k | 75.590 | 24.410 | 92.960 | 7.040 | 86.57 | 224 | 0.900 | bicubic | -9.702 | -4.476 | +2 |
178 | vit_base_r50_s16_384.orig_in21k_ft_in1k | 75.570 | 24.430 | 92.790 | 7.210 | 98.95 | 384 | 1.000 | bicubic | -9.406 | -4.500 | +33 |
179 | deit_base_distilled_patch16_384.fb_in1k | 75.550 | 24.450 | 92.500 | 7.500 | 87.63 | 384 | 1.000 | bicubic | -9.874 | -4.906 | -11 |
180 | inception_next_base.sail_in1k_384 | 75.530 | 24.470 | 92.560 | 7.440 | 86.67 | 384 | 1.000 | bicubic | -9.672 | -4.854 | +10 |
181 | regnetz_e8.ra3_in1k | 75.510 | 24.490 | 92.690 | 7.310 | 57.70 | 320 | 1.000 | bicubic | -9.524 | -4.582 | +26 |
182 | cait_s24_384.fb_dist_in1k | 75.500 | 24.500 | 92.610 | 7.390 | 47.06 | 384 | 1.000 | bicubic | -9.548 | -4.736 | +24 |
183 | convformer_s36.sail_in22k_ft_in1k | 75.480 | 24.520 | 93.190 | 6.810 | 40.01 | 224 | 1.000 | bicubic | -9.934 | -4.378 | -13 |
184 | xcit_medium_24_p8_224.fb_dist_in1k | 75.470 | 24.530 | 92.890 | 7.110 | 84.32 | 224 | 1.000 | bicubic | -9.604 | -4.360 | +19 |
185 | resnext101_32x8d.fb_swsl_ig1b_ft_in1k | 75.470 | 24.530 | 92.730 | 7.270 | 88.79 | 224 | 0.875 | bilinear | -8.832 | -4.446 | +86 |
186 | vit_base_patch16_clip_224.openai_ft_in12k_in1k | 75.460 | 24.540 | 92.750 | 7.250 | 86.57 | 224 | 0.950 | bicubic | -10.482 | -4.978 | -49 |
187 | regnety_2560.seer_ft_in1k | 75.440 | 24.560 | 92.830 | 7.170 | 1,282.60 | 384 | 1.000 | bicubic | -9.710 | -4.608 | +7 |
188 | vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 75.420 | 24.580 | 92.710 | 7.290 | 88.34 | 448 | 1.000 | bicubic | -10.360 | -4.928 | -42 |
189 | regnety_320.swag_lc_in1k | 75.400 | 24.600 | 93.680 | 6.320 | 145.05 | 224 | 0.965 | bicubic | -9.148 | -3.762 | +50 |
190 | beit_base_patch16_224.in22k_ft_in22k_in1k | 75.390 | 24.610 | 93.020 | 6.980 | 86.53 | 224 | 0.900 | bicubic | -9.822 | -4.638 | -2 |
191 | tf_efficientnetv2_m.in1k | 75.380 | 24.620 | 92.760 | 7.240 | 54.14 | 480 | 1.000 | bicubic | -9.824 | -4.604 | -3 |
192 | tf_efficientnet_b6.ap_in1k | 75.380 | 24.620 | 92.440 | 7.560 | 43.04 | 528 | 0.942 | bicubic | -9.408 | -4.698 | +34 |
193 | vit_base_patch16_224.augreg2_in21k_ft_in1k | 75.360 | 24.640 | 93.230 | 6.770 | 86.57 | 224 | 0.900 | bicubic | -9.734 | -4.300 | +7 |
194 | regnety_120.sw_in12k_ft_in1k | 75.330 | 24.670 | 92.970 | 7.030 | 51.82 | 288 | 1.000 | bicubic | -10.070 | -4.612 | -21 |
195 | volo_d2_224.sail_in1k | 75.310 | 24.690 | 92.520 | 7.480 | 58.68 | 224 | 0.960 | bicubic | -9.892 | -4.670 | -4 |
196 | mvitv2_large.fb_in1k | 75.270 | 24.730 | 92.360 | 7.640 | 217.99 | 224 | 0.900 | bicubic | -9.974 | -4.854 | -13 |
197 | coat_lite_medium_384.in1k | 75.270 | 24.730 | 92.230 | 7.770 | 44.57 | 384 | 1.000 | bicubic | -9.608 | -5.142 | +22 |
198 | dm_nfnet_f2.dm_in1k | 75.260 | 24.740 | 92.450 | 7.550 | 193.78 | 352 | 0.920 | bicubic | -9.932 | -4.896 | -6 |
199 | caformer_s18.sail_in1k_384 | 75.210 | 24.790 | 92.700 | 7.300 | 26.34 | 384 | 1.000 | bicubic | -9.816 | -4.658 | +9 |
200 | convnext_small.fb_in22k_ft_in1k_384 | 75.160 | 24.840 | 93.060 | 6.940 | 50.22 | 384 | 1.000 | bicubic | -10.618 | -4.830 | -53 |
201 | efficientnetv2_rw_m.agc_in1k | 75.150 | 24.850 | 92.570 | 7.430 | 53.24 | 416 | 1.000 | bicubic | -9.660 | -4.582 | +23 |
202 | ecaresnet269d.ra2_in1k | 75.130 | 24.870 | 92.830 | 7.170 | 102.09 | 352 | 1.000 | bicubic | -9.838 | -4.392 | +10 |
203 | vit_base_patch16_clip_224.laion2b_ft_in1k | 75.120 | 24.880 | 92.700 | 7.300 | 86.57 | 224 | 1.000 | bicubic | -10.350 | -4.876 | -39 |
204 | deit3_large_patch16_224.fb_in1k | 75.120 | 24.880 | 92.280 | 7.720 | 304.37 | 224 | 0.900 | bicubic | -9.654 | -4.756 | +23 |
205 | deit3_small_patch16_384.fb_in22k_ft_in1k | 75.090 | 24.910 | 92.810 | 7.190 | 22.21 | 384 | 1.000 | bicubic | -9.734 | -4.676 | +17 |
206 | vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 75.090 | 24.910 | 92.580 | 7.420 | 88.30 | 384 | 1.000 | bicubic | -10.276 | -5.080 | -30 |
207 | xcit_medium_24_p16_384.fb_dist_in1k | 75.090 | 24.910 | 92.440 | 7.560 | 84.40 | 384 | 1.000 | bicubic | -10.334 | -4.890 | -40 |
208 | tiny_vit_21m_224.dist_in22k_ft_in1k | 75.070 | 24.930 | 92.590 | 7.410 | 21.20 | 224 | 0.950 | bicubic | -10.016 | -4.776 | -6 |
209 | maxvit_tiny_tf_384.in1k | 75.020 | 24.980 | 92.450 | 7.550 | 30.98 | 384 | 1.000 | bicubic | -10.080 | -4.928 | -11 |
210 | convformer_b36.sail_in1k | 74.980 | 25.020 | 91.600 | 8.400 | 99.88 | 224 | 1.000 | bicubic | -9.838 | -5.346 | +13 |
211 | xcit_small_24_p8_224.fb_dist_in1k | 74.970 | 25.030 | 92.320 | 7.680 | 47.63 | 224 | 1.000 | bicubic | -9.898 | -4.870 | +8 |
212 | convnext_small.in12k_ft_in1k | 74.960 | 25.040 | 92.520 | 7.480 | 50.22 | 288 | 1.000 | bicubic | -10.370 | -5.026 | -34 |
213 | tf_efficientnet_b8.ra_in1k | 74.920 | 25.080 | 92.330 | 7.670 | 87.41 | 672 | 0.954 | bicubic | -10.448 | -5.064 | -38 |
214 | xcit_small_12_p8_384.fb_dist_in1k | 74.850 | 25.150 | 92.450 | 7.550 | 26.21 | 384 | 1.000 | bicubic | -10.228 | -4.832 | -11 |
215 | eca_nfnet_l2.ra3_in1k | 74.820 | 25.180 | 92.650 | 7.350 | 56.72 | 384 | 1.000 | bicubic | -9.880 | -4.616 | +15 |
216 | deit3_base_patch16_384.fb_in1k | 74.800 | 25.200 | 92.240 | 7.760 | 86.88 | 384 | 1.000 | bicubic | -10.274 | -5.034 | -11 |
217 | convnext_tiny.in12k_ft_in1k_384 | 74.730 | 25.270 | 92.810 | 7.190 | 28.59 | 384 | 1.000 | bicubic | -10.392 | -4.796 | -21 |
218 | tf_efficientnet_b7.ra_in1k | 74.730 | 25.270 | 92.220 | 7.780 | 66.35 | 600 | 0.949 | bicubic | -10.202 | -4.988 | -4 |
219 | deit3_medium_patch16_224.fb_in22k_ft_in1k | 74.690 | 25.310 | 92.470 | 7.530 | 38.85 | 224 | 1.000 | bicubic | -9.860 | -4.718 | +19 |
220 | convnext_large.fb_in1k | 74.650 | 25.350 | 91.970 | 8.030 | 197.77 | 288 | 1.000 | bicubic | -10.196 | -5.244 | +1 |
221 | xcit_large_24_p16_224.fb_dist_in1k | 74.650 | 25.350 | 91.860 | 8.140 | 189.10 | 224 | 1.000 | bicubic | -10.266 | -5.268 | -5 |
222 | convformer_s18.sail_in1k_384 | 74.640 | 25.360 | 92.480 | 7.520 | 26.77 | 384 | 1.000 | bicubic | -9.762 | -4.632 | +42 |
223 | caformer_s36.sail_in1k | 74.640 | 25.360 | 92.080 | 7.920 | 39.30 | 224 | 1.000 | bicubic | -9.866 | -4.916 | +23 |
224 | xcit_small_24_p16_384.fb_dist_in1k | 74.590 | 25.410 | 92.460 | 7.540 | 47.67 | 384 | 1.000 | bicubic | -10.500 | -4.852 | -24 |
225 | tf_efficientnet_b5.ap_in1k | 74.590 | 25.410 | 91.990 | 8.010 | 30.39 | 456 | 0.934 | bicubic | -9.668 | -4.984 | +50 |
226 | maxvit_large_tf_224.in1k | 74.580 | 25.420 | 91.700 | 8.300 | 211.79 | 224 | 0.950 | bicubic | -10.362 | -5.270 | -13 |
227 | vit_medium_patch16_gap_256.sw_in12k_ft_in1k | 74.570 | 25.430 | 91.960 | 8.040 | 38.86 | 256 | 0.950 | bicubic | -9.876 | -5.250 | +26 |
228 | swin_base_patch4_window7_224.ms_in22k_ft_in1k | 74.560 | 25.440 | 92.540 | 7.460 | 87.77 | 224 | 0.900 | bicubic | -10.712 | -5.024 | -48 |
229 | dm_nfnet_f1.dm_in1k | 74.560 | 25.440 | 92.170 | 7.830 | 132.63 | 320 | 0.910 | bicubic | -10.142 | -5.012 | +1 |
230 | convformer_s18.sail_in22k_ft_in1k_384 | 74.550 | 25.450 | 92.760 | 7.240 | 26.77 | 384 | 1.000 | bicubic | -10.448 | -4.810 | -20 |
231 | maxxvit_rmlp_small_rw_256.sw_in1k | 74.520 | 25.480 | 92.000 | 8.000 | 66.01 | 256 | 0.950 | bicubic | -10.104 | -5.068 | +2 |
232 | regnetz_040.ra3_in1k | 74.510 | 25.490 | 91.880 | 8.120 | 27.12 | 320 | 1.000 | bicubic | -9.730 | -5.052 | +45 |
233 | seresnet152d.ra2_in1k | 74.500 | 25.500 | 92.090 | 7.910 | 66.84 | 320 | 1.000 | bicubic | -9.860 | -4.950 | +35 |
234 | convnext_small.fb_in22k_ft_in1k | 74.490 | 25.510 | 92.700 | 7.300 | 50.22 | 288 | 1.000 | bicubic | -10.772 | -4.982 | -52 |
235 | davit_base.msft_in1k | 74.490 | 25.510 | 91.750 | 8.250 | 87.95 | 224 | 0.950 | bicubic | -10.152 | -5.270 | -3 |
236 | fastvit_ma36.apple_dist_in1k | 74.480 | 25.520 | 91.960 | 8.040 | 44.07 | 256 | 0.950 | bicubic | -10.118 | -5.042 | 0 |
237 | gcvit_base.in1k | 74.480 | 25.520 | 91.770 | 8.230 | 90.32 | 224 | 0.875 | bicubic | -9.964 | -5.312 | +18 |
238 | regnetz_040_h.ra3_in1k | 74.460 | 25.540 | 92.250 | 7.750 | 28.94 | 320 | 1.000 | bicubic | -10.032 | -4.508 | +8 |
239 | resnest200e.in1k | 74.460 | 25.540 | 91.880 | 8.120 | 70.20 | 320 | 0.909 | bicubic | -9.384 | -5.004 | +74 |
240 | coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k | 74.460 | 25.540 | 91.640 | 8.360 | 41.72 | 224 | 0.950 | bicubic | -10.450 | -5.318 | -21 |
241 | tf_efficientnetv2_s.in21k_ft_in1k | 74.440 | 25.560 | 92.500 | 7.500 | 21.46 | 384 | 1.000 | bicubic | -9.846 | -4.752 | +30 |
242 | maxvit_rmlp_small_rw_224.sw_in1k | 74.400 | 25.600 | 91.390 | 8.610 | 64.90 | 224 | 0.900 | bicubic | -10.092 | -5.620 | +6 |
243 | caformer_s18.sail_in22k_ft_in1k | 74.380 | 25.620 | 92.500 | 7.500 | 26.34 | 224 | 1.000 | bicubic | -9.694 | -4.698 | +49 |
244 | convformer_m36.sail_in1k | 74.380 | 25.620 | 91.480 | 8.520 | 57.05 | 224 | 1.000 | bicubic | -10.114 | -5.386 | +2 |
245 | flexivit_base.1200ep_in1k | 74.350 | 25.650 | 91.800 | 8.200 | 86.59 | 240 | 0.950 | bicubic | -10.326 | -5.194 | -14 |
246 | resnetrs200.tf_in1k | 74.340 | 25.660 | 91.940 | 8.060 | 93.21 | 320 | 1.000 | bicubic | -10.104 | -4.902 | +8 |
247 | seresnextaa101d_32x8d.ah_in1k | 74.320 | 25.680 | 91.720 | 8.280 | 93.59 | 288 | 1.000 | bicubic | -10.246 | -5.356 | -10 |
248 | maxvit_base_tf_224.in1k | 74.290 | 25.710 | 91.760 | 8.240 | 119.47 | 224 | 0.950 | bicubic | -10.570 | -5.228 | -28 |
249 | regnety_160.swag_lc_in1k | 74.230 | 25.770 | 92.870 | 7.130 | 83.59 | 224 | 0.965 | bicubic | -9.552 | -4.410 | +76 |
250 | convnextv2_tiny.fcmae_ft_in22k_in1k_384 | 74.220 | 25.780 | 92.470 | 7.530 | 28.64 | 384 | 1.000 | bicubic | -10.886 | -5.158 | -53 |
251 | mvitv2_base.fb_in1k | 74.220 | 25.780 | 91.650 | 8.350 | 51.47 | 224 | 0.900 | bicubic | -10.230 | -5.208 | +1 |
252 | resnest269e.in1k | 74.210 | 25.790 | 91.960 | 8.040 | 110.93 | 416 | 0.928 | bicubic | -10.298 | -5.030 | -9 |
253 | convformer_s36.sail_in1k | 74.210 | 25.790 | 91.230 | 8.770 | 40.01 | 224 | 1.000 | bicubic | -9.850 | -5.516 | +42 |
254 | convnext_tiny.in12k_ft_in1k | 74.200 | 25.800 | 92.690 | 7.310 | 28.59 | 288 | 1.000 | bicubic | -10.250 | -4.650 | -3 |
255 | seresnext101d_32x8d.ah_in1k | 74.180 | 25.820 | 91.850 | 8.150 | 93.59 | 288 | 1.000 | bicubic | -10.178 | -5.070 | +13 |
256 | coatnet_rmlp_2_rw_224.sw_in1k | 74.180 | 25.820 | 91.300 | 8.700 | 73.88 | 224 | 0.950 | bicubic | -10.428 | -5.440 | -21 |
257 | cait_xs24_384.fb_dist_in1k | 74.170 | 25.830 | 91.930 | 8.070 | 26.67 | 384 | 1.000 | bicubic | -9.892 | -4.954 | +36 |
258 | efficientnetv2_rw_s.ra2_in1k | 74.160 | 25.840 | 91.710 | 8.290 | 23.94 | 384 | 1.000 | bicubic | -9.646 | -5.022 | +63 |
259 | resnext101_32x4d.fb_swsl_ig1b_ft_in1k | 74.130 | 25.870 | 91.990 | 8.010 | 44.18 | 224 | 0.875 | bilinear | -9.096 | -4.770 | +126 |
260 | vit_base_patch16_384.orig_in21k_ft_in1k | 74.120 | 25.880 | 92.360 | 7.640 | 86.86 | 384 | 1.000 | bicubic | -10.080 | -4.858 | +20 |
261 | flexivit_base.600ep_in1k | 74.120 | 25.880 | 91.750 | 8.250 | 86.59 | 240 | 0.950 | bicubic | -10.404 | -5.186 | -19 |
262 | flexivit_base.300ep_in1k | 74.120 | 25.880 | 91.390 | 8.610 | 86.59 | 240 | 0.950 | bicubic | -10.286 | -5.494 | +4 |
263 | vit_large_r50_s32_224.augreg_in21k_ft_in1k | 74.110 | 25.890 | 92.390 | 7.610 | 328.99 | 224 | 0.900 | bicubic | -10.308 | -4.782 | -4 |
264 | xcit_small_12_p16_384.fb_dist_in1k | 74.110 | 25.890 | 92.090 | 7.910 | 26.25 | 384 | 1.000 | bicubic | -10.602 | -5.028 | -38 |
265 | eca_nfnet_l1.ra2_in1k | 74.110 | 25.890 | 92.070 | 7.930 | 41.41 | 320 | 1.000 | bicubic | -9.902 | -4.956 | +38 |
266 | convnext_base.fb_in1k | 74.110 | 25.890 | 91.710 | 8.290 | 88.59 | 288 | 1.000 | bicubic | -10.318 | -5.258 | -5 |
267 | volo_d1_224.sail_in1k | 74.100 | 25.900 | 92.030 | 7.970 | 26.63 | 224 | 0.960 | bicubic | -10.062 | -4.746 | +18 |
268 | inception_next_base.sail_in1k | 74.080 | 25.920 | 91.380 | 8.620 | 86.67 | 224 | 0.950 | bicubic | -10.012 | -5.416 | +22 |
269 | vit_base_patch32_clip_384.openai_ft_in12k_in1k | 74.050 | 25.950 | 92.410 | 7.590 | 88.30 | 384 | 0.950 | bicubic | -11.164 | -4.994 | -82 |
270 | vit_base_patch16_224_miil.in21k_ft_in1k | 74.040 | 25.960 | 91.700 | 8.300 | 86.54 | 224 | 0.875 | bilinear | -10.226 | -5.104 | +3 |
271 | xcit_large_24_p8_224.fb_in1k | 74.040 | 25.960 | 90.890 | 9.110 | 188.93 | 224 | 1.000 | bicubic | -10.354 | -5.774 | -4 |
272 | tf_efficientnet_b7.aa_in1k | 74.030 | 25.970 | 91.870 | 8.130 | 66.35 | 600 | 0.949 | bicubic | -10.386 | -5.038 | -9 |
273 | vit_base_patch16_224.augreg_in21k_ft_in1k | 74.010 | 25.990 | 92.470 | 7.530 | 86.57 | 224 | 0.900 | bicubic | -10.522 | -4.824 | -33 |
274 | resnetv2_152x4_bit.goog_in21k_ft_in1k | 74.010 | 25.990 | 92.350 | 7.650 | 936.53 | 480 | 1.000 | bilinear | -10.906 | -5.088 | -58 |
275 | resnext101_32x16d.fb_swsl_ig1b_ft_in1k | 73.990 | 26.010 | 92.180 | 7.820 | 194.03 | 224 | 0.875 | bilinear | -9.346 | -4.666 | +101 |
276 | tf_efficientnetv2_s.in1k | 73.990 | 26.010 | 91.540 | 8.460 | 21.46 | 384 | 1.000 | bicubic | -9.908 | -5.156 | +32 |
277 | swinv2_base_window16_256.ms_in1k | 73.980 | 26.020 | 91.750 | 8.250 | 87.92 | 256 | 0.900 | bicubic | -10.620 | -5.340 | -42 |
278 | regnetz_d32.ra3_in1k | 73.960 | 26.040 | 91.950 | 8.050 | 27.58 | 320 | 0.950 | bicubic | -10.062 | -4.918 | +22 |
279 | seresnext101_32x8d.ah_in1k | 73.960 | 26.040 | 91.450 | 8.550 | 93.57 | 288 | 1.000 | bicubic | -10.226 | -5.424 | +4 |
280 | resnetv2_152x2_bit.goog_in21k_ft_in1k | 73.950 | 26.050 | 92.670 | 7.330 | 236.34 | 448 | 1.000 | bilinear | -10.560 | -4.764 | -37 |
281 | crossvit_18_dagger_408.in1k | 73.930 | 26.070 | 91.410 | 8.590 | 44.61 | 408 | 1.000 | bicubic | -10.272 | -5.408 | 0 |
282 | rexnetr_300.sw_in12k_ft_in1k | 73.920 | 26.080 | 92.210 | 7.790 | 34.81 | 288 | 1.000 | bicubic | -10.626 | -5.046 | -43 |
283 | resnetrs420.tf_in1k | 73.920 | 26.080 | 91.780 | 8.220 | 191.89 | 416 | 1.000 | bicubic | -11.084 | -5.344 | -73 |
284 | xcit_small_12_p8_224.fb_dist_in1k | 73.920 | 26.080 | 91.720 | 8.280 | 26.21 | 224 | 1.000 | bicubic | -10.316 | -5.150 | -6 |
285 | resmlp_big_24_224.fb_in22k_ft_in1k | 73.900 | 26.100 | 91.760 | 8.240 | 129.14 | 224 | 0.875 | bicubic | -10.498 | -5.352 | -20 |
286 | pit_b_distilled_224.in1k | 73.900 | 26.100 | 90.780 | 9.220 | 74.79 | 224 | 0.900 | bicubic | -9.866 | -5.688 | +42 |
287 | tf_efficientnet_b6.aa_in1k | 73.890 | 26.110 | 91.750 | 8.250 | 43.04 | 528 | 0.942 | bicubic | -10.222 | -5.134 | +2 |
288 | edgenext_base.usi_in1k | 73.880 | 26.120 | 91.760 | 8.240 | 18.51 | 320 | 1.000 | bicubic | -10.078 | -5.010 | +16 |
289 | regnety_1280.seer_ft_in1k | 73.860 | 26.140 | 91.900 | 8.100 | 644.81 | 384 | 1.000 | bicubic | -10.572 | -5.192 | -32 |
290 | deit3_small_patch16_224.fb_in22k_ft_in1k | 73.850 | 26.150 | 91.970 | 8.030 | 22.06 | 224 | 1.000 | bicubic | -9.226 | -4.806 | +113 |
291 | tf_efficientnet_b3.ns_jft_in1k | 73.850 | 26.150 | 91.860 | 8.140 | 12.23 | 300 | 0.904 | bicubic | -10.202 | -5.058 | +6 |
292 | maxvit_rmlp_tiny_rw_256.sw_in1k | 73.830 | 26.170 | 91.440 | 8.560 | 29.15 | 256 | 0.950 | bicubic | -10.394 | -5.428 | -12 |
293 | vit_small_r26_s32_384.augreg_in21k_ft_in1k | 73.790 | 26.210 | 92.300 | 7.700 | 36.47 | 384 | 1.000 | bicubic | -10.258 | -5.028 | +5 |
294 | davit_small.msft_in1k | 73.780 | 26.220 | 91.560 | 8.440 | 49.75 | 224 | 0.950 | bicubic | -10.472 | -5.380 | -19 |
295 | fastvit_ma36.apple_in1k | 73.780 | 26.220 | 91.490 | 8.510 | 44.07 | 256 | 0.950 | bicubic | -10.102 | -5.252 | +16 |
296 | regnety_080.ra3_in1k | 73.760 | 26.240 | 91.800 | 8.200 | 39.18 | 288 | 1.000 | bicubic | -10.166 | -5.090 | +8 |
297 | maxvit_small_tf_224.in1k | 73.760 | 26.240 | 91.410 | 8.590 | 68.93 | 224 | 0.950 | bicubic | -10.666 | -5.414 | -36 |
298 | regnetz_d8.ra3_in1k | 73.750 | 26.250 | 92.000 | 8.000 | 23.37 | 320 | 1.000 | bicubic | -10.302 | -4.996 | -2 |
299 | focalnet_base_lrf.ms_in1k | 73.740 | 26.260 | 90.990 | 9.010 | 88.75 | 224 | 0.900 | bicubic | -10.098 | -5.618 | +17 |
300 | fastvit_sa36.apple_dist_in1k | 73.730 | 26.270 | 91.730 | 8.270 | 31.53 | 256 | 0.900 | bicubic | -10.296 | -5.124 | -1 |
301 | resnetrs270.tf_in1k | 73.730 | 26.270 | 91.580 | 8.420 | 129.86 | 352 | 1.000 | bicubic | -10.698 | -5.388 | -42 |
302 | efficientvit_b3.r288_in1k | 73.720 | 26.280 | 91.450 | 8.550 | 48.65 | 288 | 1.000 | bicubic | -10.434 | -5.286 | -16 |
303 | gcvit_small.in1k | 73.700 | 26.300 | 91.230 | 8.770 | 51.09 | 224 | 0.875 | bicubic | -10.192 | -5.428 | +7 |
304 | resnext101_32x8d.fb_wsl_ig1b_ft_in1k | 73.670 | 26.330 | 92.140 | 7.860 | 88.79 | 224 | 0.875 | bilinear | -9.028 | -4.004 | +130 |
305 | resnet200d.ra2_in1k | 73.670 | 26.330 | 91.570 | 8.430 | 64.69 | 320 | 1.000 | bicubic | -10.294 | -5.256 | -1 |
306 | resnetv2_101x3_bit.goog_in21k_ft_in1k | 73.660 | 26.340 | 92.470 | 7.530 | 387.93 | 448 | 1.000 | bilinear | -10.778 | -4.912 | -50 |
307 | xcit_medium_24_p16_224.fb_dist_in1k | 73.650 | 26.350 | 91.570 | 8.430 | 84.40 | 224 | 1.000 | bicubic | -10.636 | -5.362 | -35 |
308 | convnextv2_tiny.fcmae_ft_in22k_in1k | 73.640 | 26.360 | 91.960 | 8.040 | 28.64 | 288 | 1.000 | bicubic | -10.776 | -5.300 | -46 |
309 | inception_next_small.sail_in1k | 73.620 | 26.380 | 91.240 | 8.760 | 49.37 | 224 | 0.875 | bicubic | -9.958 | -5.358 | +40 |
310 | edgenext_base.in21k_ft_in1k | 73.610 | 26.390 | 91.860 | 8.140 | 18.51 | 320 | 1.000 | bicubic | -10.444 | -5.336 | -15 |
311 | repvgg_d2se.rvgg_in1k | 73.610 | 26.390 | 91.380 | 8.620 | 133.33 | 320 | 1.000 | bilinear | -9.950 | -5.278 | +38 |
312 | regnety_064.ra3_in1k | 73.610 | 26.390 | 91.330 | 8.670 | 30.58 | 288 | 1.000 | bicubic | -10.110 | -5.392 | +23 |
313 | tresnet_v2_l.miil_in21k_ft_in1k | 73.590 | 26.410 | 90.990 | 9.010 | 46.17 | 224 | 0.875 | bilinear | -10.304 | -5.500 | -4 |
314 | swinv2_base_window8_256.ms_in1k | 73.550 | 26.450 | 91.510 | 8.490 | 87.92 | 256 | 0.900 | bicubic | -10.700 | -5.414 | -38 |
315 | tf_efficientnet_b5.ra_in1k | 73.540 | 26.460 | 91.460 | 8.540 | 30.39 | 456 | 0.934 | bicubic | -10.274 | -5.292 | +5 |
316 | resnetaa101d.sw_in12k_ft_in1k | 73.520 | 26.480 | 91.750 | 8.250 | 44.57 | 288 | 1.000 | bicubic | -10.604 | -5.356 | -28 |
317 | cs3se_edgenet_x.c2ns_in1k | 73.510 | 26.490 | 91.480 | 8.520 | 50.72 | 320 | 1.000 | bicubic | -10.036 | -5.190 | +34 |
318 | resnet152d.ra2_in1k | 73.510 | 26.490 | 91.240 | 8.760 | 60.21 | 320 | 1.000 | bicubic | -10.174 | -5.498 | +23 |
319 | regnetz_d8_evos.ch_in1k | 73.490 | 26.510 | 91.710 | 8.290 | 23.46 | 320 | 1.000 | bicubic | -10.636 | -5.302 | -33 |
320 | deit3_base_patch16_224.fb_in1k | 73.490 | 26.510 | 91.280 | 8.720 | 86.59 | 224 | 0.900 | bicubic | -10.296 | -5.306 | +5 |
321 | repvit_m2_3.dist_450e_in1k | 73.480 | 26.520 | 91.260 | 8.740 | 23.69 | 224 | 0.950 | bicubic | -10.262 | -5.384 | +10 |
322 | regnetv_064.ra3_in1k | 73.460 | 26.540 | 91.600 | 8.400 | 30.58 | 288 | 1.000 | bicubic | -10.256 | -5.142 | +13 |
323 | convnext_small.fb_in1k | 73.450 | 26.550 | 91.330 | 8.670 | 50.22 | 288 | 1.000 | bicubic | -10.250 | -5.478 | +14 |
324 | coat_lite_medium.in1k | 73.450 | 26.550 | 91.230 | 8.770 | 44.57 | 224 | 0.900 | bicubic | -10.150 | -5.498 | +23 |
325 | sequencer2d_l.in1k | 73.450 | 26.550 | 91.090 | 8.910 | 54.30 | 224 | 0.875 | bicubic | -9.944 | -5.406 | +43 |
326 | xcit_tiny_24_p8_384.fb_dist_in1k | 73.430 | 26.570 | 91.560 | 8.440 | 12.11 | 384 | 1.000 | bicubic | -10.316 | -4.840 | +3 |
327 | twins_svt_large.in1k | 73.420 | 26.580 | 90.890 | 9.110 | 99.27 | 224 | 0.900 | bicubic | -10.258 | -5.698 | +15 |
328 | tiny_vit_21m_224.in1k | 73.410 | 26.590 | 91.480 | 8.520 | 21.20 | 224 | 0.950 | bicubic | -9.844 | -5.112 | +54 |
329 | resnetrs350.tf_in1k | 73.400 | 26.600 | 91.300 | 8.700 | 163.96 | 384 | 1.000 | bicubic | -11.314 | -5.692 | -103 |
330 | pvt_v2_b4.in1k | 73.400 | 26.600 | 91.070 | 8.930 | 62.56 | 224 | 0.900 | bicubic | -10.312 | -5.600 | +7 |
331 | tf_efficientnet_b5.aa_in1k | 73.390 | 26.610 | 91.210 | 8.790 | 30.39 | 456 | 0.934 | bicubic | -10.298 | -5.502 | +9 |
332 | regnety_160.deit_in1k | 73.380 | 26.620 | 91.700 | 8.300 | 83.59 | 288 | 1.000 | bicubic | -10.310 | -5.080 | +7 |
333 | swin_s3_base_224.ms_in1k | 73.350 | 26.650 | 91.180 | 8.820 | 71.13 | 224 | 0.900 | bicubic | -10.570 | -5.492 | -27 |
334 | convformer_s18.sail_in22k_ft_in1k | 73.340 | 26.660 | 91.910 | 8.090 | 26.77 | 224 | 1.000 | bicubic | -10.398 | -5.138 | -1 |
335 | efficientnet_b4.ra2_in1k | 73.340 | 26.660 | 91.270 | 8.730 | 19.34 | 384 | 1.000 | bicubic | -10.074 | -5.328 | +30 |
336 | gcvit_tiny.in1k | 73.330 | 26.670 | 90.970 | 9.030 | 28.22 | 224 | 0.875 | bicubic | -10.054 | -5.428 | +34 |
337 | repvit_m2_3.dist_300e_in1k | 73.320 | 26.680 | 90.890 | 9.110 | 23.69 | 224 | 0.950 | bicubic | -10.184 | -5.614 | +16 |
338 | mvitv2_small.fb_in1k | 73.300 | 26.700 | 91.230 | 8.770 | 34.87 | 224 | 0.900 | bicubic | -10.470 | -5.346 | -12 |
339 | resnet152.a1h_in1k | 73.300 | 26.700 | 91.180 | 8.820 | 60.19 | 288 | 1.000 | bicubic | -10.150 | -5.358 | +21 |
340 | resmlp_big_24_224.fb_distilled_in1k | 73.300 | 26.700 | 91.170 | 8.830 | 129.14 | 224 | 0.875 | bicubic | -10.292 | -5.480 | +9 |
341 | swin_small_patch4_window7_224.ms_in22k_ft_in1k | 73.290 | 26.710 | 92.030 | 7.970 | 49.61 | 224 | 0.900 | bicubic | -10.008 | -4.934 | +39 |
342 | vit_small_patch16_384.augreg_in21k_ft_in1k | 73.290 | 26.710 | 91.990 | 8.010 | 22.20 | 384 | 1.000 | bicubic | -10.514 | -5.110 | -20 |
343 | xcit_small_24_p16_224.fb_dist_in1k | 73.270 | 26.730 | 91.460 | 8.540 | 47.67 | 224 | 1.000 | bicubic | -10.604 | -5.276 | -32 |
344 | focalnet_base_srf.ms_in1k | 73.270 | 26.730 | 91.260 | 8.740 | 88.15 | 224 | 0.900 | bicubic | -10.550 | -5.420 | -24 |
345 | swinv2_small_window16_256.ms_in1k | 73.250 | 26.750 | 91.290 | 8.710 | 49.73 | 256 | 0.900 | bicubic | -10.974 | -5.488 | -68 |
346 | pvt_v2_b5.in1k | 73.250 | 26.750 | 91.080 | 8.920 | 81.96 | 224 | 0.900 | bicubic | -10.490 | -5.556 | -14 |
347 | deit_base_distilled_patch16_224.fb_in1k | 73.250 | 26.750 | 91.010 | 8.990 | 87.34 | 224 | 0.900 | bicubic | -10.140 | -5.478 | +24 |
348 | maxvit_tiny_rw_224.sw_in1k | 73.230 | 26.770 | 90.770 | 9.230 | 29.06 | 224 | 0.950 | bicubic | -10.274 | -5.744 | +6 |
349 | pvt_v2_b3.in1k | 73.210 | 26.790 | 91.010 | 8.990 | 45.24 | 224 | 0.900 | bicubic | -9.908 | -5.546 | +49 |
350 | resnetrs152.tf_in1k | 73.200 | 26.800 | 91.260 | 8.740 | 86.62 | 320 | 1.000 | bicubic | -10.502 | -5.352 | -13 |
351 | fastvit_sa24.apple_dist_in1k | 73.180 | 26.820 | 91.350 | 8.650 | 21.55 | 256 | 0.900 | bicubic | -10.162 | -5.202 | +24 |
352 | swin_base_patch4_window12_384.ms_in1k | 73.160 | 26.840 | 91.130 | 8.870 | 87.90 | 384 | 1.000 | bicubic | -11.316 | -5.762 | -102 |
353 | efficientvit_b3.r256_in1k | 73.150 | 26.850 | 91.110 | 8.890 | 48.65 | 256 | 1.000 | bicubic | -10.652 | -5.406 | -30 |
354 | vit_base_patch32_384.augreg_in21k_ft_in1k | 73.130 | 26.870 | 91.250 | 8.750 | 88.30 | 384 | 1.000 | bicubic | -10.222 | -5.590 | +19 |
355 | nest_base_jx.goog_in1k | 73.130 | 26.870 | 91.070 | 8.930 | 67.72 | 224 | 0.875 | bicubic | -10.404 | -5.304 | -2 |
356 | xcit_medium_24_p8_224.fb_in1k | 73.130 | 26.870 | 90.280 | 9.720 | 84.32 | 224 | 1.000 | bicubic | -10.616 | -6.430 | -26 |
357 | regnety_640.seer_ft_in1k | 73.110 | 26.890 | 91.520 | 8.480 | 281.38 | 384 | 1.000 | bicubic | -10.798 | -5.402 | -50 |
358 | swinv2_small_window8_256.ms_in1k | 73.100 | 26.900 | 90.950 | 9.050 | 49.73 | 256 | 0.900 | bicubic | -10.754 | -5.694 | -45 |
359 | deit3_small_patch16_384.fb_in1k | 73.090 | 26.910 | 91.220 | 8.780 | 22.21 | 384 | 1.000 | bicubic | -10.338 | -5.454 | +4 |
360 | xcit_small_24_p8_224.fb_in1k | 73.090 | 26.910 | 91.160 | 8.840 | 47.63 | 224 | 1.000 | bicubic | -10.744 | -5.472 | -42 |
361 | cait_s24_224.fb_dist_in1k | 73.060 | 26.940 | 91.120 | 8.880 | 46.92 | 224 | 1.000 | bicubic | -10.382 | -5.454 | +1 |
362 | efficientformerv2_l.snap_dist_in1k | 73.060 | 26.940 | 90.880 | 9.120 | 26.32 | 224 | 0.950 | bicubic | -10.572 | -5.678 | -18 |
363 | focalnet_small_srf.ms_in1k | 73.060 | 26.940 | 90.730 | 9.270 | 49.89 | 224 | 0.900 | bicubic | -10.356 | -5.708 | +1 |
364 | coatnet_rmlp_1_rw_224.sw_in1k | 73.040 | 26.960 | 90.880 | 9.120 | 41.69 | 224 | 0.950 | bicubic | -10.322 | -5.570 | +9 |
365 | fastvit_sa36.apple_in1k | 73.030 | 26.970 | 90.930 | 9.070 | 31.53 | 256 | 0.900 | bicubic | -10.470 | -5.700 | -10 |
366 | efficientvit_b3.r224_in1k | 72.980 | 27.020 | 90.570 | 9.430 | 48.65 | 224 | 0.950 | bicubic | -10.480 | -5.760 | -6 |
367 | crossvit_15_dagger_408.in1k | 72.970 | 27.030 | 91.090 | 8.910 | 28.50 | 408 | 1.000 | bicubic | -10.870 | -5.688 | -52 |
368 | caformer_s18.sail_in1k | 72.960 | 27.040 | 91.010 | 8.990 | 26.34 | 224 | 1.000 | bicubic | -10.694 | -5.508 | -25 |
369 | regnety_320.tv2_in1k | 72.940 | 27.060 | 90.760 | 9.240 | 145.05 | 224 | 0.965 | bicubic | -10.222 | -5.654 | +21 |
370 | ecaresnet101d.miil_in1k | 72.930 | 27.070 | 91.180 | 8.820 | 44.57 | 288 | 0.950 | bicubic | -10.054 | -5.362 | +43 |
371 | regnetv_040.ra3_in1k | 72.930 | 27.070 | 91.120 | 8.880 | 20.64 | 288 | 1.000 | bicubic | -10.260 | -5.538 | +16 |
372 | tf_efficientnet_b4.ap_in1k | 72.900 | 27.100 | 90.980 | 9.020 | 19.34 | 380 | 0.922 | bicubic | -10.350 | -5.416 | +9 |
373 | maxvit_tiny_tf_224.in1k | 72.900 | 27.100 | 90.830 | 9.170 | 30.92 | 224 | 0.950 | bicubic | -10.502 | -5.760 | -7 |
374 | coatnet_1_rw_224.sw_in1k | 72.900 | 27.100 | 90.790 | 9.210 | 41.72 | 224 | 0.950 | bicubic | -10.696 | -5.592 | -25 |
375 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384 | 72.870 | 27.130 | 91.550 | 8.450 | 236.34 | 384 | 1.000 | bicubic | -10.966 | -5.576 | -58 |
376 | swinv2_cr_small_ns_224.sw_in1k | 72.850 | 27.150 | 90.820 | 9.180 | 49.70 | 224 | 0.900 | bicubic | -10.648 | -5.664 | -20 |
377 | regnety_040.ra3_in1k | 72.790 | 27.210 | 90.750 | 9.250 | 20.65 | 288 | 1.000 | bicubic | -10.254 | -5.752 | +29 |
378 | regnety_032.ra_in1k | 72.780 | 27.220 | 90.950 | 9.050 | 19.44 | 288 | 1.000 | bicubic | -9.946 | -5.466 | +54 |
379 | convnextv2_tiny.fcmae_ft_in1k | 72.770 | 27.230 | 91.180 | 8.820 | 28.64 | 288 | 1.000 | bicubic | -10.694 | -5.538 | -20 |
380 | xception65p.ra3_in1k | 72.760 | 27.240 | 90.910 | 9.090 | 39.82 | 299 | 0.940 | bicubic | -10.366 | -5.572 | +15 |
381 | swin_s3_small_224.ms_in1k | 72.720 | 27.280 | 90.560 | 9.440 | 49.74 | 224 | 0.900 | bicubic | -11.036 | -5.892 | -53 |
382 | resnetv2_101.a1h_in1k | 72.690 | 27.310 | 90.670 | 9.330 | 44.54 | 288 | 1.000 | bicubic | -10.310 | -5.784 | +28 |
383 | efficientformer_l7.snap_dist_in1k | 72.660 | 27.340 | 90.800 | 9.200 | 82.23 | 224 | 0.950 | bicubic | -10.722 | -5.736 | -12 |
384 | xcit_small_12_p8_224.fb_in1k | 72.630 | 27.370 | 90.670 | 9.330 | 26.21 | 224 | 1.000 | bicubic | -10.704 | -5.812 | -7 |
385 | nfnet_l0.ra2_in1k | 72.610 | 27.390 | 90.990 | 9.010 | 35.07 | 288 | 1.000 | bicubic | -10.140 | -5.526 | +44 |
386 | resnext101_64x4d.c1_in1k | 72.610 | 27.390 | 90.830 | 9.170 | 83.46 | 288 | 1.000 | bicubic | -10.546 | -5.544 | +3 |
387 | focalnet_small_lrf.ms_in1k | 72.610 | 27.390 | 90.720 | 9.280 | 50.34 | 224 | 0.900 | bicubic | -10.884 | -5.860 | -28 |
388 | pnasnet5large.tf_in1k | 72.610 | 27.390 | 90.500 | 9.500 | 86.06 | 331 | 0.911 | bicubic | -10.172 | -5.540 | +39 |
389 | xception65.ra3_in1k | 72.600 | 27.400 | 90.840 | 9.160 | 39.92 | 299 | 0.940 | bicubic | -10.580 | -5.752 | -1 |
390 | cs3sedarknet_x.c2ns_in1k | 72.580 | 27.420 | 91.060 | 8.940 | 35.40 | 288 | 1.000 | bicubic | -10.078 | -5.290 | +52 |
391 | resnest101e.in1k | 72.580 | 27.420 | 90.810 | 9.190 | 48.28 | 256 | 0.875 | bilinear | -10.304 | -5.512 | +27 |
392 | twins_pcpvt_large.in1k | 72.580 | 27.420 | 90.700 | 9.300 | 60.99 | 224 | 0.900 | bicubic | -10.550 | -5.904 | +2 |
393 | gc_efficientnetv2_rw_t.agc_in1k | 72.570 | 27.430 | 90.830 | 9.170 | 13.68 | 288 | 1.000 | bicubic | -9.886 | -5.466 | +82 |
394 | tf_efficientnet_b5.in1k | 72.560 | 27.440 | 91.090 | 8.910 | 30.39 | 456 | 0.934 | bicubic | -10.616 | -5.446 | -6 |
395 | resnext50_32x4d.fb_swsl_ig1b_ft_in1k | 72.560 | 27.440 | 90.840 | 9.160 | 25.03 | 224 | 0.875 | bilinear | -9.612 | -5.384 | +119 |
396 | tresnet_xl.miil_in1k_448 | 72.560 | 27.440 | 90.310 | 9.690 | 78.44 | 448 | 0.875 | bilinear | -10.498 | -5.862 | +9 |
397 | twins_svt_base.in1k | 72.550 | 27.450 | 90.450 | 9.550 | 56.07 | 224 | 0.900 | bicubic | -10.570 | -5.964 | -1 |
398 | deit_base_patch16_384.fb_in1k | 72.550 | 27.450 | 90.260 | 9.740 | 86.86 | 384 | 1.000 | bicubic | -10.554 | -6.108 | +3 |
399 | resnetv2_50x3_bit.goog_in21k_ft_in1k | 72.520 | 27.480 | 91.760 | 8.240 | 217.32 | 448 | 1.000 | bilinear | -11.500 | -5.366 | -98 |
400 | xcit_small_12_p16_224.fb_dist_in1k | 72.520 | 27.480 | 91.130 | 8.870 | 26.25 | 224 | 1.000 | bicubic | -10.808 | -5.286 | -22 |
401 | rexnet_300.nav_in1k | 72.520 | 27.480 | 90.610 | 9.390 | 34.71 | 224 | 0.875 | bicubic | -10.254 | -5.628 | +28 |
402 | vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 72.510 | 27.490 | 90.880 | 9.120 | 88.22 | 224 | 0.900 | bicubic | -10.786 | -5.648 | -23 |
403 | deit3_medium_patch16_224.fb_in1k | 72.510 | 27.490 | 90.810 | 9.190 | 38.85 | 224 | 0.900 | bicubic | -10.576 | -5.484 | -1 |
404 | convformer_s18.sail_in1k | 72.510 | 27.490 | 90.510 | 9.490 | 26.77 | 224 | 1.000 | bicubic | -10.476 | -5.740 | +10 |
405 | convnext_tiny.fb_in22k_ft_in1k_384 | 72.470 | 27.530 | 91.540 | 8.460 | 28.59 | 384 | 1.000 | bicubic | -11.618 | -5.604 | -114 |
406 | regnety_080_tv.tv2_in1k | 72.460 | 27.540 | 90.540 | 9.460 | 39.38 | 224 | 0.965 | bicubic | -10.134 | -5.708 | +47 |
407 | xcit_tiny_24_p8_224.fb_dist_in1k | 72.440 | 27.560 | 90.920 | 9.080 | 12.11 | 224 | 1.000 | bicubic | -10.126 | -5.138 | +55 |
408 | sequencer2d_m.in1k | 72.430 | 27.570 | 90.710 | 9.290 | 38.31 | 224 | 0.875 | bicubic | -10.382 | -5.564 | +14 |
409 | resnet101d.ra2_in1k | 72.430 | 27.570 | 90.650 | 9.350 | 44.57 | 320 | 1.000 | bicubic | -10.590 | -5.802 | 0 |
410 | regnetx_320.tv2_in1k | 72.420 | 27.580 | 90.300 | 9.700 | 107.81 | 224 | 0.965 | bicubic | -10.390 | -5.908 | +14 |
411 | maxxvit_rmlp_nano_rw_256.sw_in1k | 72.370 | 27.630 | 90.750 | 9.250 | 16.78 | 256 | 0.950 | bicubic | -10.672 | -5.600 | -4 |
412 | nest_small_jx.goog_in1k | 72.350 | 27.650 | 90.690 | 9.310 | 38.35 | 224 | 0.875 | bicubic | -10.774 | -5.630 | -17 |
413 | maxvit_rmlp_nano_rw_256.sw_in1k | 72.350 | 27.650 | 90.430 | 9.570 | 15.50 | 256 | 0.950 | bicubic | -10.604 | -5.836 | +2 |
414 | efficientvit_b2.r288_in1k | 72.330 | 27.670 | 90.930 | 9.070 | 24.33 | 288 | 1.000 | bicubic | -10.770 | -5.374 | -13 |
415 | resnext101_32x8d.tv2_in1k | 72.330 | 27.670 | 90.270 | 9.730 | 88.79 | 224 | 0.965 | bilinear | -10.502 | -5.962 | +6 |
416 | tf_efficientnet_b4.aa_in1k | 72.300 | 27.700 | 90.590 | 9.410 | 19.34 | 380 | 0.922 | bicubic | -10.718 | -5.710 | -7 |
417 | tf_efficientnet_b2.ns_jft_in1k | 72.280 | 27.720 | 91.110 | 8.890 | 9.11 | 260 | 0.890 | bicubic | -10.098 | -5.144 | +65 |
418 | hrnet_w18_ssld.paddle_in1k | 72.270 | 27.730 | 90.810 | 9.190 | 21.30 | 288 | 1.000 | bilinear | -9.778 | -5.440 | +108 |
419 | maxvit_nano_rw_256.sw_in1k | 72.270 | 27.730 | 90.570 | 9.430 | 15.45 | 256 | 0.950 | bicubic | -10.658 | -5.650 | -3 |
420 | tresnet_m.miil_in21k_ft_in1k | 72.270 | 27.730 | 90.230 | 9.770 | 31.39 | 224 | 0.875 | bilinear | -10.800 | -5.880 | -16 |
421 | swin_base_patch4_window7_224.ms_in1k | 72.260 | 27.740 | 90.810 | 9.190 | 87.77 | 224 | 0.900 | bicubic | -11.346 | -5.642 | -77 |
422 | resnext101_64x4d.tv_in1k | 72.260 | 27.740 | 90.550 | 9.450 | 83.46 | 224 | 0.875 | bilinear | -10.732 | -5.694 | -10 |
423 | resnetv2_50x1_bit.goog_distilled_in1k | 72.240 | 27.760 | 90.980 | 9.020 | 25.55 | 224 | 0.875 | bicubic | -10.584 | -5.538 | -2 |
424 | nasnetalarge.tf_in1k | 72.240 | 27.760 | 90.460 | 9.540 | 88.75 | 331 | 0.911 | bicubic | -10.386 | -5.582 | +24 |
425 | efficientnetv2_rw_t.ra2_in1k | 72.230 | 27.770 | 90.420 | 9.580 | 13.65 | 288 | 1.000 | bicubic | -10.120 | -5.772 | +62 |
426 | crossvit_18_240.in1k | 72.230 | 27.770 | 90.270 | 9.730 | 43.27 | 240 | 0.875 | bicubic | -10.170 | -5.790 | +54 |
427 | regnetz_c16_evos.ch_in1k | 72.220 | 27.780 | 91.210 | 8.790 | 13.49 | 320 | 0.950 | bicubic | -10.416 | -5.264 | +18 |
428 | cait_xxs36_384.fb_dist_in1k | 72.190 | 27.810 | 90.840 | 9.160 | 17.37 | 384 | 1.000 | bicubic | -10.014 | -5.304 | +80 |
429 | twins_pcpvt_base.in1k | 72.190 | 27.810 | 90.500 | 9.500 | 43.83 | 224 | 0.900 | bicubic | -10.524 | -5.846 | +3 |
430 | crossvit_18_dagger_240.in1k | 72.190 | 27.810 | 90.090 | 9.910 | 44.27 | 240 | 0.875 | bicubic | -10.328 | -5.978 | +38 |
431 | regnetz_c16.ra3_in1k | 72.180 | 27.820 | 91.120 | 8.880 | 13.46 | 320 | 1.000 | bicubic | -10.452 | -5.198 | +15 |
432 | regnety_320.seer_ft_in1k | 72.170 | 27.830 | 90.870 | 9.130 | 145.05 | 384 | 1.000 | bicubic | -11.158 | -5.838 | -55 |
433 | maxxvitv2_nano_rw_256.sw_in1k | 72.170 | 27.830 | 90.470 | 9.530 | 23.70 | 256 | 0.950 | bicubic | -10.940 | -5.854 | -33 |
434 | repvit_m1_5.dist_450e_in1k | 72.160 | 27.840 | 90.370 | 9.630 | 14.64 | 224 | 0.950 | bicubic | -10.352 | -5.742 | +34 |
435 | resnet101.a1h_in1k | 72.100 | 27.900 | 90.820 | 9.180 | 44.55 | 288 | 1.000 | bicubic | -10.678 | -5.490 | -9 |
436 | regnety_160.tv2_in1k | 72.100 | 27.900 | 90.230 | 9.770 | 83.59 | 224 | 0.965 | bicubic | -10.546 | -5.984 | +8 |
437 | inception_next_tiny.sail_in1k | 72.090 | 27.910 | 90.100 | 9.900 | 28.06 | 224 | 0.875 | bicubic | -10.388 | -5.922 | +36 |
438 | xcit_tiny_24_p16_384.fb_dist_in1k | 72.070 | 27.930 | 90.580 | 9.420 | 12.12 | 384 | 1.000 | bicubic | -10.500 | -5.696 | +23 |
439 | tiny_vit_11m_224.dist_in22k_ft_in1k | 72.050 | 27.950 | 91.450 | 8.550 | 11.00 | 224 | 0.950 | bicubic | -11.178 | -5.180 | -56 |
440 | cs3edgenet_x.c2_in1k | 72.050 | 27.950 | 90.370 | 9.630 | 47.82 | 288 | 1.000 | bicubic | -10.658 | -6.000 | -5 |
441 | vit_relpos_medium_patch16_cls_224.sw_in1k | 72.020 | 27.980 | 90.300 | 9.700 | 38.76 | 224 | 0.900 | bicubic | -10.552 | -5.768 | +19 |
442 | davit_tiny.msft_in1k | 72.010 | 27.990 | 90.070 | 9.930 | 28.36 | 224 | 0.950 | bicubic | -10.686 | -6.204 | -5 |
443 | convnext_tiny_hnf.a2h_in1k | 72.000 | 28.000 | 89.770 | 10.230 | 28.59 | 288 | 1.000 | bicubic | -10.584 | -6.238 | +13 |
444 | mobilevitv2_200.cvnets_in22k_ft_in1k_384 | 71.990 | 28.010 | 90.650 | 9.350 | 18.45 | 384 | 1.000 | bicubic | -11.410 | -5.932 | -77 |
445 | efficientformer_l3.snap_dist_in1k | 71.980 | 28.020 | 90.270 | 9.730 | 31.41 | 224 | 0.950 | bicubic | -10.568 | -5.980 | +18 |
446 | convnext_tiny.fb_in1k | 71.980 | 28.020 | 90.220 | 9.780 | 28.59 | 288 | 1.000 | bicubic | -10.718 | -6.412 | -9 |
447 | vit_relpos_base_patch16_clsgap_224.sw_in1k | 71.970 | 28.030 | 90.250 | 9.750 | 86.43 | 224 | 0.900 | bicubic | -10.790 | -5.922 | -18 |
448 | sequencer2d_s.in1k | 71.940 | 28.060 | 90.500 | 9.500 | 27.65 | 224 | 0.875 | bicubic | -10.400 | -5.528 | +41 |
449 | resnet152.a2_in1k | 71.940 | 28.060 | 89.420 | 10.580 | 60.19 | 288 | 1.000 | bicubic | -10.668 | -6.708 | +2 |
450 | dm_nfnet_f0.dm_in1k | 71.910 | 28.090 | 90.760 | 9.240 | 71.49 | 256 | 0.900 | bicubic | -11.576 | -5.808 | -92 |
451 | rexnetr_200.sw_in12k_ft_in1k | 71.900 | 28.100 | 91.260 | 8.740 | 16.52 | 288 | 1.000 | bicubic | -11.238 | -5.376 | -60 |
452 | convnext_nano.in12k_ft_in1k | 71.900 | 28.100 | 91.000 | 9.000 | 15.59 | 288 | 1.000 | bicubic | -10.962 | -5.556 | -31 |
453 | swinv2_cr_small_224.sw_in1k | 71.900 | 28.100 | 90.270 | 9.730 | 49.70 | 224 | 0.900 | bicubic | -11.236 | -5.838 | -60 |
454 | convnextv2_nano.fcmae_ft_in22k_in1k | 71.890 | 28.110 | 90.890 | 9.110 | 15.62 | 288 | 1.000 | bicubic | -10.774 | -5.630 | -13 |
455 | fastvit_sa24.apple_in1k | 71.890 | 28.110 | 90.630 | 9.370 | 21.55 | 256 | 0.900 | bicubic | -10.788 | -5.642 | -16 |
456 | repvit_m1_5.dist_300e_in1k | 71.850 | 28.150 | 90.330 | 9.670 | 14.64 | 224 | 0.950 | bicubic | -10.526 | -5.700 | +27 |
457 | resnet101.a1_in1k | 71.850 | 28.150 | 89.150 | 10.850 | 44.55 | 288 | 1.000 | bicubic | -10.472 | -6.482 | +36 |
458 | eca_nfnet_l0.ra2_in1k | 71.840 | 28.160 | 91.110 | 8.890 | 24.14 | 288 | 1.000 | bicubic | -10.738 | -5.382 | 0 |
459 | mobilevitv2_175.cvnets_in22k_ft_in1k_384 | 71.840 | 28.160 | 90.770 | 9.230 | 14.25 | 384 | 1.000 | bicubic | -11.098 | -5.656 | -44 |
460 | vit_relpos_base_patch16_224.sw_in1k | 71.820 | 28.180 | 90.250 | 9.750 | 86.43 | 224 | 0.900 | bicubic | -10.676 | -5.888 | +10 |
461 | regnetx_160.tv2_in1k | 71.800 | 28.200 | 90.050 | 9.950 | 54.28 | 224 | 0.965 | bicubic | -10.766 | -6.122 | +2 |
462 | seresnext50_32x4d.racm_in1k | 71.800 | 28.200 | 90.030 | 9.970 | 27.56 | 288 | 0.950 | bicubic | -10.396 | -6.118 | +48 |
463 | swin_small_patch4_window7_224.ms_in1k | 71.770 | 28.230 | 90.260 | 9.740 | 49.61 | 224 | 0.900 | bicubic | -11.438 | -6.056 | -77 |
464 | coat_small.in1k | 71.750 | 28.250 | 90.410 | 9.590 | 21.69 | 224 | 0.900 | bicubic | -10.612 | -5.798 | +20 |
465 | flexivit_small.1200ep_in1k | 71.750 | 28.250 | 90.270 | 9.730 | 22.06 | 240 | 0.950 | bicubic | -10.776 | -5.856 | 0 |
466 | mvitv2_tiny.fb_in1k | 71.740 | 28.260 | 90.310 | 9.690 | 24.17 | 224 | 0.900 | bicubic | -10.670 | -5.842 | +11 |
467 | flexivit_small.300ep_in1k | 71.730 | 28.270 | 89.980 | 10.020 | 22.06 | 240 | 0.950 | bicubic | -10.448 | -6.058 | +45 |
468 | efficientvit_b2.r256_in1k | 71.720 | 28.280 | 90.350 | 9.650 | 24.33 | 256 | 1.000 | bicubic | -10.970 | -5.744 | -30 |
469 | flexivit_small.600ep_in1k | 71.720 | 28.280 | 90.150 | 9.850 | 22.06 | 240 | 0.950 | bicubic | -10.642 | -5.934 | +16 |
470 | pit_b_224.in1k | 71.720 | 28.280 | 89.250 | 10.750 | 73.76 | 224 | 0.900 | bicubic | -10.718 | -6.464 | +6 |
471 | xcit_large_24_p16_224.fb_in1k | 71.710 | 28.290 | 89.170 | 10.830 | 189.10 | 224 | 1.000 | bicubic | -11.192 | -6.714 | -54 |
472 | pvt_v2_b2_li.in1k | 71.700 | 28.300 | 90.010 | 9.990 | 22.55 | 224 | 0.900 | bicubic | -10.494 | -6.082 | +39 |
473 | resnet50.fb_swsl_ig1b_ft_in1k | 71.690 | 28.310 | 90.500 | 9.500 | 25.56 | 224 | 0.875 | bilinear | -9.482 | -5.486 | +136 |
474 | ecaresnet101d_pruned.miil_in1k | 71.680 | 28.320 | 90.430 | 9.570 | 24.88 | 288 | 0.950 | bicubic | -10.318 | -5.730 | +56 |
475 | coatnet_bn_0_rw_224.sw_in1k | 71.670 | 28.330 | 90.380 | 9.620 | 27.44 | 224 | 0.950 | bicubic | -10.730 | -5.806 | +3 |
476 | gcvit_xtiny.in1k | 71.670 | 28.330 | 90.250 | 9.750 | 19.98 | 224 | 0.875 | bicubic | -10.284 | -5.716 | +60 |
477 | tresnet_xl.miil_in1k | 71.650 | 28.350 | 89.630 | 10.370 | 78.44 | 224 | 0.875 | bilinear | -10.424 | -6.298 | +46 |
478 | resnet61q.ra2_in1k | 71.630 | 28.370 | 90.280 | 9.720 | 36.85 | 288 | 1.000 | bicubic | -10.894 | -5.850 | -12 |
479 | tresnet_l.miil_in1k_448 | 71.630 | 28.370 | 90.030 | 9.970 | 55.99 | 448 | 0.875 | bilinear | -10.646 | -5.948 | +22 |
480 | poolformerv2_m48.sail_in1k | 71.620 | 28.380 | 89.800 | 10.200 | 73.35 | 224 | 1.000 | bicubic | -10.998 | -6.272 | -32 |
481 | convnextv2_nano.fcmae_ft_in22k_in1k_384 | 71.590 | 28.410 | 90.760 | 9.240 | 15.62 | 384 | 1.000 | bicubic | -11.784 | -5.984 | -109 |
482 | xcit_tiny_12_p8_384.fb_dist_in1k | 71.590 | 28.410 | 90.700 | 9.300 | 6.71 | 384 | 1.000 | bicubic | -10.798 | -5.520 | -2 |
483 | swinv2_tiny_window16_256.ms_in1k | 71.590 | 28.410 | 90.330 | 9.670 | 28.35 | 256 | 0.900 | bicubic | -11.214 | -5.906 | -57 |
484 | convit_base.fb_in1k | 71.580 | 28.420 | 90.120 | 9.880 | 86.54 | 224 | 0.875 | bicubic | -10.710 | -5.816 | +13 |
485 | coatnet_0_rw_224.sw_in1k | 71.570 | 28.430 | 89.400 | 10.600 | 27.44 | 224 | 0.950 | bicubic | -10.820 | -6.436 | -5 |
486 | resnetv2_50d_evos.ah_in1k | 71.560 | 28.440 | 90.090 | 9.910 | 25.59 | 288 | 1.000 | bicubic | -10.442 | -5.810 | +43 |
487 | fbnetv3_g.ra2_in1k | 71.530 | 28.470 | 90.370 | 9.630 | 16.62 | 288 | 0.950 | bilinear | -10.510 | -5.690 | +40 |
488 | crossvit_15_dagger_240.in1k | 71.520 | 28.480 | 89.850 | 10.150 | 28.21 | 240 | 0.875 | bicubic | -10.810 | -6.106 | +4 |
489 | poolformer_m48.sail_in1k | 71.520 | 28.480 | 89.770 | 10.230 | 73.47 | 224 | 0.950 | bicubic | -10.962 | -6.196 | -17 |
490 | resnet152.tv2_in1k | 71.510 | 28.490 | 89.970 | 10.030 | 60.19 | 224 | 0.965 | bilinear | -10.776 | -6.034 | +8 |
491 | resnetaa50d.sw_in12k_ft_in1k | 71.500 | 28.500 | 90.320 | 9.680 | 25.58 | 288 | 1.000 | bicubic | -11.100 | -6.178 | -40 |
492 | mobilevitv2_150.cvnets_in22k_ft_in1k_384 | 71.490 | 28.510 | 90.420 | 9.580 | 10.59 | 384 | 1.000 | bicubic | -11.096 | -5.894 | -37 |
493 | resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k | 71.480 | 28.520 | 90.470 | 9.530 | 88.79 | 224 | 0.875 | bilinear | -10.126 | -5.570 | +68 |
494 | wide_resnet50_2.racm_in1k | 71.480 | 28.520 | 90.220 | 9.780 | 68.88 | 288 | 0.950 | bicubic | -10.800 | -5.844 | +6 |
495 | efficientnet_b3.ra2_in1k | 71.470 | 28.530 | 90.060 | 9.940 | 12.23 | 320 | 1.000 | bicubic | -10.776 | -6.058 | +7 |
496 | pvt_v2_b2.in1k | 71.450 | 28.550 | 90.060 | 9.940 | 25.36 | 224 | 0.900 | bicubic | -10.634 | -5.896 | +26 |
497 | resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k | 71.420 | 28.580 | 90.530 | 9.470 | 194.03 | 224 | 0.875 | bilinear | -10.418 | -5.562 | +47 |
498 | resnet51q.ra2_in1k | 71.410 | 28.590 | 90.180 | 9.820 | 35.70 | 288 | 1.000 | bilinear | -10.950 | -6.006 | -12 |
499 | efficientvit_b2.r224_in1k | 71.380 | 28.620 | 89.710 | 10.290 | 24.33 | 224 | 0.950 | bicubic | -10.768 | -5.996 | +17 |
500 | wide_resnet101_2.tv2_in1k | 71.360 | 28.640 | 89.790 | 10.210 | 126.89 | 224 | 0.965 | bilinear | -11.142 | -6.226 | -31 |
501 | xcit_tiny_24_p8_224.fb_in1k | 71.350 | 28.650 | 90.230 | 9.770 | 12.11 | 224 | 1.000 | bicubic | -10.542 | -5.740 | +37 |
502 | vit_relpos_medium_patch16_224.sw_in1k | 71.350 | 28.650 | 89.960 | 10.040 | 38.75 | 224 | 0.900 | bicubic | -11.112 | -6.122 | -28 |
503 | resnet152.a1_in1k | 71.350 | 28.650 | 89.310 | 10.690 | 60.19 | 288 | 1.000 | bicubic | -11.382 | -6.410 | -70 |
504 | tf_efficientnetv2_b3.in21k_ft_in1k | 71.340 | 28.660 | 90.760 | 9.240 | 14.36 | 300 | 0.900 | bicubic | -11.330 | -5.866 | -64 |
505 | vit_base_patch16_224.orig_in21k_ft_in1k | 71.320 | 28.680 | 90.480 | 9.520 | 86.57 | 224 | 0.900 | bicubic | -10.470 | -5.646 | +43 |
506 | tf_efficientnet_b4.in1k | 71.320 | 28.680 | 90.110 | 9.890 | 19.34 | 380 | 0.922 | bicubic | -11.288 | -5.642 | -56 |
507 | mixer_b16_224.miil_in21k_ft_in1k | 71.300 | 28.700 | 89.650 | 10.350 | 59.88 | 224 | 0.875 | bilinear | -11.006 | -6.070 | -11 |
508 | pit_s_distilled_224.in1k | 71.260 | 28.740 | 89.640 | 10.360 | 24.04 | 224 | 0.900 | bicubic | -10.554 | -6.090 | +39 |
509 | resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k | 71.250 | 28.750 | 90.480 | 9.520 | 236.34 | 224 | 0.875 | bicubic | -11.626 | -6.102 | -90 |
510 | ecaresnet50t.ra2_in1k | 71.240 | 28.760 | 90.450 | 9.550 | 25.57 | 320 | 0.950 | bicubic | -11.112 | -5.690 | -23 |
511 | convmixer_1536_20.in1k | 71.230 | 28.770 | 89.450 | 10.550 | 51.63 | 224 | 0.960 | bicubic | -10.132 | -6.164 | +81 |
512 | deit_base_patch16_224.fb_in1k | 71.220 | 28.780 | 89.190 | 10.810 | 86.57 | 224 | 0.900 | bicubic | -10.772 | -6.546 | +19 |
513 | xcit_small_12_p16_224.fb_in1k | 71.200 | 28.800 | 89.750 | 10.250 | 26.25 | 224 | 1.000 | bicubic | -10.770 | -6.062 | +21 |
514 | resnext50_32x4d.a1h_in1k | 71.190 | 28.810 | 89.690 | 10.310 | 25.03 | 288 | 1.000 | bicubic | -10.824 | -6.244 | +13 |
515 | ecaresnet50t.a1_in1k | 71.190 | 28.810 | 89.580 | 10.420 | 25.57 | 288 | 1.000 | bicubic | -10.938 | -6.062 | +5 |
516 | vit_relpos_medium_patch16_rpn_224.sw_in1k | 71.170 | 28.830 | 90.080 | 9.920 | 38.73 | 224 | 0.900 | bicubic | -11.140 | -5.892 | -22 |
517 | crossvit_base_240.in1k | 71.170 | 28.830 | 89.830 | 10.170 | 105.03 | 240 | 0.875 | bicubic | -11.044 | -6.004 | -9 |
518 | vit_base_patch32_clip_224.laion2b_ft_in1k | 71.160 | 28.840 | 90.210 | 9.790 | 88.22 | 224 | 0.900 | bicubic | -11.422 | -5.990 | -61 |
519 | swin_s3_tiny_224.ms_in1k | 71.150 | 28.850 | 89.710 | 10.290 | 28.33 | 224 | 0.900 | bicubic | -10.994 | -6.244 | -2 |
520 | cs3sedarknet_l.c2ns_in1k | 71.110 | 28.890 | 90.350 | 9.650 | 21.91 | 288 | 0.950 | bicubic | -10.674 | -5.614 | +30 |
521 | efficientformerv2_s2.snap_dist_in1k | 71.110 | 28.890 | 90.140 | 9.860 | 12.71 | 224 | 0.950 | bicubic | -11.056 | -5.770 | -7 |
522 | halo2botnet50ts_256.a1h_in1k | 71.110 | 28.890 | 89.600 | 10.400 | 22.64 | 256 | 0.950 | bicubic | -10.950 | -6.034 | +2 |
523 | cs3darknet_x.c2ns_in1k | 71.090 | 28.910 | 90.150 | 9.850 | 35.05 | 288 | 1.000 | bicubic | -11.132 | -6.080 | -18 |
524 | mobilevitv2_200.cvnets_in22k_ft_in1k | 71.090 | 28.910 | 89.700 | 10.300 | 18.45 | 256 | 0.888 | bicubic | -11.242 | -6.242 | -33 |
525 | ecaresnet50d.miil_in1k | 71.080 | 28.920 | 90.240 | 9.760 | 25.58 | 288 | 0.950 | bicubic | -10.570 | -5.642 | +32 |
526 | focalnet_tiny_lrf.ms_in1k | 71.060 | 28.940 | 89.570 | 10.430 | 28.65 | 224 | 0.900 | bicubic | -11.094 | -6.378 | -11 |
527 | convnextv2_nano.fcmae_ft_in1k | 71.050 | 28.950 | 90.100 | 9.900 | 15.62 | 288 | 1.000 | bicubic | -11.436 | -6.126 | -56 |
528 | focalnet_tiny_srf.ms_in1k | 71.050 | 28.950 | 89.600 | 10.400 | 28.43 | 224 | 0.900 | bicubic | -11.088 | -6.368 | -10 |
529 | xcit_tiny_12_p8_224.fb_dist_in1k | 71.040 | 28.960 | 89.890 | 10.110 | 6.71 | 224 | 1.000 | bicubic | -10.172 | -5.712 | +77 |
530 | xcit_small_24_p16_224.fb_in1k | 71.040 | 28.960 | 89.680 | 10.320 | 47.67 | 224 | 1.000 | bicubic | -11.536 | -6.332 | -70 |
531 | tresnet_m.miil_in1k_448 | 71.020 | 28.980 | 88.680 | 11.320 | 31.39 | 448 | 0.875 | bilinear | -10.690 | -6.894 | +21 |
532 | resnetv2_101x1_bit.goog_in21k_ft_in1k | 71.010 | 28.990 | 91.080 | 8.920 | 44.54 | 448 | 1.000 | bilinear | -11.332 | -5.440 | -43 |
533 | visformer_small.in1k | 71.010 | 28.990 | 89.440 | 10.560 | 40.22 | 224 | 0.900 | bicubic | -11.096 | -6.438 | -13 |
534 | repvit_m3.dist_in1k | 70.990 | 29.010 | 89.630 | 10.370 | 10.68 | 224 | 0.950 | bicubic | -10.512 | -5.938 | +39 |
535 | xcit_medium_24_p16_224.fb_in1k | 70.990 | 29.010 | 89.530 | 10.470 | 84.40 | 224 | 1.000 | bicubic | -11.650 | -6.452 | -93 |
536 | resnet101.a2_in1k | 70.990 | 29.010 | 89.160 | 10.840 | 44.55 | 288 | 1.000 | bicubic | -11.246 | -6.570 | -32 |
537 | lamhalobotnet50ts_256.a1h_in1k | 70.990 | 29.010 | 89.040 | 10.960 | 22.57 | 256 | 0.950 | bicubic | -10.562 | -6.452 | +32 |
538 | edgenext_small.usi_in1k | 70.980 | 29.020 | 89.880 | 10.120 | 5.59 | 320 | 1.000 | bicubic | -10.584 | -5.832 | +27 |
539 | resnetv2_50d_gn.ah_in1k | 70.960 | 29.040 | 89.830 | 10.170 | 25.57 | 288 | 1.000 | bicubic | -10.998 | -6.098 | -5 |
540 | tnt_s_patch16_224 | 70.960 | 29.040 | 89.610 | 10.390 | 23.76 | 224 | 0.900 | bicubic | -10.576 | -6.080 | +27 |
541 | convnext_nano.d1h_in1k | 70.960 | 29.040 | 89.430 | 10.570 | 15.59 | 288 | 1.000 | bicubic | -10.522 | -6.228 | +38 |
542 | tiny_vit_11m_224.in1k | 70.940 | 29.060 | 89.840 | 10.160 | 11.00 | 224 | 0.950 | bicubic | -10.552 | -6.022 | +31 |
543 | resnest50d_4s2x40d.in1k | 70.940 | 29.060 | 89.720 | 10.280 | 30.42 | 224 | 0.875 | bicubic | -10.180 | -5.840 | +72 |
544 | coatnet_nano_rw_224.sw_in1k | 70.940 | 29.060 | 89.700 | 10.300 | 15.14 | 224 | 0.900 | bicubic | -10.756 | -5.946 | +11 |
545 | vit_srelpos_medium_patch16_224.sw_in1k | 70.920 | 29.080 | 89.940 | 10.060 | 38.74 | 224 | 0.900 | bicubic | -11.320 | -6.002 | -43 |
546 | tf_efficientnet_b3.ap_in1k | 70.920 | 29.080 | 89.430 | 10.570 | 12.23 | 300 | 0.904 | bicubic | -10.900 | -6.196 | +1 |
547 | vit_small_patch16_224.augreg_in21k_ft_in1k | 70.910 | 29.090 | 90.170 | 9.830 | 22.05 | 224 | 0.900 | bicubic | -10.476 | -5.966 | +42 |
548 | coatnext_nano_rw_224.sw_in1k | 70.890 | 29.110 | 90.250 | 9.750 | 14.70 | 224 | 0.900 | bicubic | -11.052 | -5.666 | -12 |
549 | coatnet_rmlp_nano_rw_224.sw_in1k | 70.890 | 29.110 | 89.920 | 10.080 | 15.15 | 224 | 0.900 | bicubic | -11.160 | -5.958 | -23 |
550 | vit_base_patch16_rpn_224.sw_in1k | 70.890 | 29.110 | 89.770 | 10.230 | 86.54 | 224 | 0.900 | bicubic | -11.312 | -6.226 | -41 |
551 | vit_large_patch32_384.orig_in21k_ft_in1k | 70.870 | 29.130 | 90.570 | 9.430 | 306.63 | 384 | 1.000 | bicubic | -10.640 | -5.520 | +22 |
552 | nest_tiny_jx.goog_in1k | 70.860 | 29.140 | 89.940 | 10.060 | 17.06 | 224 | 0.875 | bicubic | -10.566 | -5.678 | +32 |
553 | resnetrs101.tf_in1k | 70.860 | 29.140 | 89.830 | 10.170 | 63.62 | 288 | 0.940 | bicubic | -11.424 | -6.184 | -54 |
554 | rexnet_200.nav_in1k | 70.860 | 29.140 | 89.700 | 10.300 | 16.37 | 224 | 0.875 | bicubic | -10.776 | -5.966 | +5 |
555 | poolformerv2_m36.sail_in1k | 70.850 | 29.150 | 89.330 | 10.670 | 56.08 | 224 | 1.000 | bicubic | -11.366 | -6.594 | -49 |
556 | tf_efficientnet_b1.ns_jft_in1k | 70.840 | 29.160 | 90.120 | 9.880 | 7.79 | 240 | 0.882 | bicubic | -10.548 | -5.618 | +31 |
557 | regnety_032.tv2_in1k | 70.840 | 29.160 | 89.850 | 10.150 | 19.44 | 224 | 0.965 | bicubic | -10.916 | -5.994 | -5 |
558 | wide_resnet50_2.tv2_in1k | 70.840 | 29.160 | 89.270 | 10.730 | 68.88 | 224 | 0.965 | bilinear | -10.766 | -6.490 | +4 |
559 | tresnet_l.miil_in1k | 70.830 | 29.170 | 89.600 | 10.400 | 55.99 | 224 | 0.875 | bilinear | -10.650 | -6.024 | +16 |
560 | poolformer_m36.sail_in1k | 70.830 | 29.170 | 89.510 | 10.490 | 56.17 | 224 | 0.950 | bicubic | -11.272 | -6.188 | -39 |
561 | tf_efficientnetv2_b3.in1k | 70.830 | 29.170 | 89.510 | 10.490 | 14.36 | 300 | 0.904 | bicubic | -11.142 | -6.292 | -28 |
562 | fastvit_sa12.apple_dist_in1k | 70.830 | 29.170 | 89.240 | 10.760 | 11.58 | 256 | 0.900 | bicubic | -11.024 | -6.470 | -16 |
563 | levit_384.fb_dist_in1k | 70.810 | 29.190 | 89.320 | 10.680 | 39.13 | 224 | 0.900 | bicubic | -11.786 | -6.698 | -111 |
564 | levit_conv_384.fb_dist_in1k | 70.800 | 29.200 | 89.320 | 10.680 | 39.13 | 224 | 0.900 | bicubic | -11.790 | -6.696 | -110 |
565 | coat_lite_small.in1k | 70.780 | 29.220 | 89.580 | 10.420 | 19.84 | 224 | 0.900 | bicubic | -11.532 | -6.270 | -71 |
566 | ecaresnetlight.miil_in1k | 70.750 | 29.250 | 89.880 | 10.120 | 30.16 | 288 | 0.950 | bicubic | -10.658 | -5.936 | +19 |
567 | deit3_small_patch16_224.fb_in1k | 70.750 | 29.250 | 89.450 | 10.550 | 22.06 | 224 | 0.900 | bicubic | -10.620 | -6.006 | +25 |
568 | regnetx_080.tv2_in1k | 70.730 | 29.270 | 89.330 | 10.670 | 39.57 | 224 | 0.965 | bicubic | -10.810 | -6.212 | -1 |
569 | swinv2_cr_tiny_ns_224.sw_in1k | 70.700 | 29.300 | 89.380 | 10.620 | 28.33 | 224 | 0.900 | bicubic | -11.102 | -6.438 | -21 |
570 | seresnet50.ra2_in1k | 70.690 | 29.310 | 89.870 | 10.130 | 28.09 | 288 | 0.950 | bicubic | -10.594 | -5.782 | +28 |
571 | vit_base_patch32_clip_224.openai_ft_in1k | 70.690 | 29.310 | 89.830 | 10.170 | 88.22 | 224 | 0.900 | bicubic | -11.240 | -6.136 | -33 |
572 | resnet50d.ra2_in1k | 70.690 | 29.310 | 89.310 | 10.690 | 25.58 | 288 | 0.950 | bicubic | -10.666 | -6.428 | +23 |
573 | vit_relpos_small_patch16_224.sw_in1k | 70.680 | 29.320 | 90.000 | 10.000 | 21.98 | 224 | 0.900 | bicubic | -10.782 | -5.820 | +7 |
574 | mobilevitv2_175.cvnets_in22k_ft_in1k | 70.670 | 29.330 | 89.700 | 10.300 | 14.25 | 256 | 0.888 | bicubic | -11.268 | -6.090 | -36 |
575 | resnet101.tv2_in1k | 70.630 | 29.370 | 89.390 | 10.610 | 44.55 | 224 | 0.965 | bilinear | -11.258 | -6.378 | -34 |
576 | tf_efficientnet_b3.aa_in1k | 70.620 | 29.380 | 89.440 | 10.560 | 12.23 | 300 | 0.904 | bicubic | -11.020 | -6.282 | -20 |
577 | resnet50_gn.a1h_in1k | 70.620 | 29.380 | 89.390 | 10.610 | 25.56 | 288 | 0.950 | bicubic | -10.596 | -5.994 | +27 |
578 | crossvit_small_240.in1k | 70.620 | 29.380 | 89.360 | 10.640 | 26.86 | 240 | 0.875 | bicubic | -10.398 | -6.096 | +51 |
579 | cait_xxs24_384.fb_dist_in1k | 70.600 | 29.400 | 89.730 | 10.270 | 12.03 | 384 | 1.000 | bicubic | -10.372 | -5.910 | +51 |
580 | senet154.gluon_in1k | 70.600 | 29.400 | 88.920 | 11.080 | 115.09 | 224 | 0.875 | bicubic | -10.626 | -6.438 | +22 |
581 | convit_small.fb_in1k | 70.580 | 29.420 | 89.590 | 10.410 | 27.78 | 224 | 0.875 | bicubic | -10.840 | -6.154 | +4 |
582 | convnext_nano_ols.d1h_in1k | 70.570 | 29.430 | 89.100 | 10.900 | 15.65 | 288 | 1.000 | bicubic | -11.030 | -6.536 | -19 |
583 | twins_pcpvt_small.in1k | 70.570 | 29.430 | 89.070 | 10.930 | 24.11 | 224 | 0.900 | bicubic | -10.522 | -6.578 | +37 |
584 | regnetz_b16.ra3_in1k | 70.550 | 29.450 | 89.400 | 10.600 | 9.72 | 288 | 1.000 | bicubic | -10.178 | -6.118 | +75 |
585 | resnet50.c2_in1k | 70.540 | 29.460 | 89.170 | 10.830 | 25.56 | 288 | 1.000 | bicubic | -10.330 | -6.364 | +60 |
586 | resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k | 70.530 | 29.470 | 89.770 | 10.230 | 44.18 | 224 | 0.875 | bilinear | -10.394 | -5.964 | +50 |
587 | resnetv2_50.a1h_in1k | 70.530 | 29.470 | 89.110 | 10.890 | 25.55 | 288 | 1.000 | bicubic | -10.868 | -6.616 | +1 |
588 | vit_small_r26_s32_224.augreg_in21k_ft_in1k | 70.520 | 29.480 | 90.110 | 9.890 | 36.43 | 224 | 0.900 | bicubic | -11.344 | -5.912 | -46 |
589 | swinv2_tiny_window8_256.ms_in1k | 70.510 | 29.490 | 89.500 | 10.500 | 28.35 | 256 | 0.900 | bicubic | -11.310 | -6.494 | -44 |
590 | deit_small_distilled_patch16_224.fb_in1k | 70.500 | 29.500 | 89.460 | 10.540 | 22.44 | 224 | 0.900 | bicubic | -10.716 | -6.164 | +15 |
591 | legacy_senet154.in1k | 70.500 | 29.500 | 88.990 | 11.010 | 115.09 | 224 | 0.875 | bilinear | -10.812 | -6.570 | +6 |
592 | repvit_m1_1.dist_450e_in1k | 70.490 | 29.510 | 89.140 | 10.860 | 8.80 | 224 | 0.950 | bicubic | -10.822 | -6.396 | +3 |
593 | halonet50ts.a1h_in1k | 70.480 | 29.520 | 89.340 | 10.660 | 22.73 | 256 | 0.940 | bicubic | -11.182 | -6.270 | -38 |
594 | tf_efficientnet_lite4.in1k | 70.450 | 29.550 | 89.130 | 10.870 | 13.01 | 380 | 0.920 | bilinear | -11.080 | -6.534 | -24 |
595 | resnetaa50.a1h_in1k | 70.440 | 29.560 | 89.990 | 10.010 | 25.56 | 288 | 1.000 | bicubic | -11.174 | -5.812 | -36 |
596 | crossvit_15_240.in1k | 70.440 | 29.560 | 89.530 | 10.470 | 27.53 | 240 | 0.875 | bicubic | -11.096 | -6.206 | -26 |
597 | poolformerv2_s36.sail_in1k | 70.430 | 29.570 | 89.630 | 10.370 | 30.79 | 224 | 1.000 | bicubic | -11.136 | -6.060 | -34 |
598 | twins_svt_small.in1k | 70.430 | 29.570 | 89.360 | 10.640 | 24.06 | 224 | 0.900 | bicubic | -11.246 | -6.298 | -45 |
599 | ecaresnet50t.a2_in1k | 70.430 | 29.570 | 89.020 | 10.980 | 25.57 | 288 | 1.000 | bicubic | -11.228 | -6.530 | -41 |
600 | resnest50d_1s4x24d.in1k | 70.420 | 29.580 | 89.220 | 10.780 | 25.68 | 224 | 0.875 | bicubic | -10.568 | -6.106 | +28 |
601 | resnest50d.in1k | 70.420 | 29.580 | 88.760 | 11.240 | 27.48 | 224 | 0.875 | bilinear | -10.540 | -6.622 | +33 |
602 | seresnext101_64x4d.gluon_in1k | 70.410 | 29.590 | 89.360 | 10.640 | 88.23 | 224 | 0.875 | bicubic | -10.484 | -5.936 | +37 |
603 | gernet_l.idstcv_in1k | 70.410 | 29.590 | 88.980 | 11.020 | 31.08 | 256 | 0.875 | bilinear | -10.944 | -6.550 | -8 |
604 | gcresnext50ts.ch_in1k | 70.400 | 29.600 | 89.420 | 10.580 | 15.67 | 288 | 1.000 | bicubic | -10.830 | -6.122 | -3 |
605 | cs3darknet_l.c2ns_in1k | 70.350 | 29.650 | 89.750 | 10.250 | 21.16 | 288 | 0.950 | bicubic | -10.546 | -5.912 | +34 |
606 | resnet152s.gluon_in1k | 70.310 | 29.690 | 88.870 | 11.130 | 60.32 | 224 | 0.875 | bicubic | -10.698 | -6.546 | +22 |
607 | vit_srelpos_small_patch16_224.sw_in1k | 70.290 | 29.710 | 89.540 | 10.460 | 21.97 | 224 | 0.900 | bicubic | -10.802 | -6.030 | +14 |
608 | repvgg_b3.rvgg_in1k | 70.230 | 29.770 | 88.740 | 11.260 | 123.09 | 224 | 0.875 | bilinear | -10.276 | -6.514 | +69 |
609 | coat_mini.in1k | 70.200 | 29.800 | 89.460 | 10.540 | 10.34 | 224 | 0.900 | bicubic | -11.070 | -5.922 | -9 |
610 | xception41p.ra3_in1k | 70.200 | 29.800 | 89.100 | 10.900 | 26.91 | 299 | 0.940 | bicubic | -11.772 | -6.684 | -78 |
611 | sebotnet33ts_256.a1h_in1k | 70.160 | 29.840 | 88.820 | 11.180 | 13.70 | 256 | 0.940 | bicubic | -11.008 | -6.348 | -1 |
612 | efficientnet_el.ra_in1k | 70.140 | 29.860 | 89.310 | 10.690 | 10.59 | 300 | 0.904 | bicubic | -11.172 | -6.180 | -16 |
613 | inception_resnet_v2.tf_in1k | 70.130 | 29.870 | 88.690 | 11.310 | 55.84 | 299 | 0.897 | bicubic | -10.328 | -6.500 | +71 |
614 | resnet50.d_in1k | 70.120 | 29.880 | 88.740 | 11.260 | 25.56 | 288 | 1.000 | bicubic | -10.852 | -6.690 | +17 |
615 | resnet50d.a1_in1k | 70.120 | 29.880 | 88.350 | 11.650 | 25.58 | 288 | 1.000 | bicubic | -11.330 | -6.868 | -33 |
616 | poolformer_s36.sail_in1k | 70.100 | 29.900 | 89.130 | 10.870 | 30.86 | 224 | 0.900 | bicubic | -11.330 | -6.314 | -34 |
617 | resmlp_36_224.fb_distilled_in1k | 70.100 | 29.900 | 89.090 | 10.910 | 44.69 | 224 | 0.875 | bicubic | -11.048 | -6.388 | -5 |
618 | haloregnetz_b.ra3_in1k | 70.100 | 29.900 | 88.900 | 11.100 | 11.68 | 224 | 0.940 | bicubic | -10.946 | -6.300 | +9 |
619 | ecaresnet50d_pruned.miil_in1k | 70.090 | 29.910 | 89.510 | 10.490 | 19.94 | 288 | 0.950 | bicubic | -10.700 | -6.060 | +34 |
620 | resnet50.c1_in1k | 70.070 | 29.930 | 89.000 | 11.000 | 25.56 | 288 | 1.000 | bicubic | -10.842 | -6.552 | +18 |
621 | gcresnet50t.ra2_in1k | 70.050 | 29.950 | 89.520 | 10.480 | 25.90 | 288 | 1.000 | bicubic | -11.406 | -6.198 | -40 |
622 | sehalonet33ts.ra2_in1k | 70.050 | 29.950 | 88.740 | 11.260 | 13.69 | 256 | 0.940 | bicubic | -10.908 | -6.532 | +12 |
623 | seresnext101_32x4d.gluon_in1k | 70.020 | 29.980 | 88.940 | 11.060 | 48.96 | 224 | 0.875 | bicubic | -10.872 | -6.356 | +17 |
624 | regnety_320.pycls_in1k | 70.020 | 29.980 | 88.900 | 11.100 | 145.05 | 224 | 0.875 | bicubic | -10.790 | -6.338 | +28 |
625 | seresnet50.a2_in1k | 70.000 | 30.000 | 88.710 | 11.290 | 28.09 | 288 | 1.000 | bicubic | -11.106 | -6.512 | -8 |
626 | levit_256.fb_dist_in1k | 69.970 | 30.030 | 89.240 | 10.760 | 18.89 | 224 | 0.900 | bicubic | -11.554 | -6.254 | -55 |
627 | levit_conv_256.fb_dist_in1k | 69.960 | 30.040 | 89.250 | 10.750 | 18.89 | 224 | 0.900 | bicubic | -11.562 | -6.240 | -55 |
628 | resnet152d.gluon_in1k | 69.940 | 30.060 | 88.500 | 11.500 | 60.21 | 224 | 0.875 | bicubic | -10.536 | -6.702 | +53 |
629 | fastvit_s12.apple_dist_in1k | 69.910 | 30.090 | 88.930 | 11.070 | 9.47 | 256 | 0.900 | bicubic | -11.160 | -6.354 | -5 |
630 | maxvit_rmlp_pico_rw_256.sw_in1k | 69.890 | 30.110 | 89.250 | 10.750 | 7.52 | 256 | 0.950 | bicubic | -10.624 | -5.964 | +45 |
631 | pit_s_224.in1k | 69.880 | 30.120 | 88.940 | 11.060 | 23.46 | 224 | 0.900 | bicubic | -11.206 | -6.390 | -8 |
632 | swin_tiny_patch4_window7_224.ms_in22k_ft_in1k | 69.850 | 30.150 | 90.410 | 9.590 | 28.29 | 224 | 0.900 | bicubic | -11.118 | -5.604 | 0 |
633 | resnext50_32x4d.ra_in1k | 69.830 | 30.170 | 88.220 | 11.780 | 25.03 | 288 | 0.950 | bicubic | -10.868 | -7.172 | +29 |
634 | regnety_016.tv2_in1k | 69.810 | 30.190 | 89.360 | 10.640 | 11.20 | 224 | 0.965 | bicubic | -10.856 | -5.970 | +31 |
635 | seresnet50.a1_in1k | 69.810 | 30.190 | 88.550 | 11.450 | 28.09 | 288 | 1.000 | bicubic | -11.292 | -6.778 | -16 |
636 | mobilevitv2_150.cvnets_in22k_ft_in1k | 69.800 | 30.200 | 89.180 | 10.820 | 10.59 | 256 | 0.888 | bicubic | -11.688 | -6.488 | -60 |
637 | resnet50.a1_in1k | 69.780 | 30.220 | 88.350 | 11.650 | 25.56 | 288 | 1.000 | bicubic | -11.434 | -6.752 | -31 |
638 | mobilevitv2_200.cvnets_in1k | 69.750 | 30.250 | 88.620 | 11.380 | 18.45 | 256 | 0.888 | bicubic | -11.384 | -6.742 | -24 |
639 | resnext50_32x4d.a2_in1k | 69.750 | 30.250 | 88.200 | 11.800 | 25.03 | 288 | 1.000 | bicubic | -11.554 | -6.896 | -41 |
640 | resnet50.tv2_in1k | 69.740 | 30.260 | 88.600 | 11.400 | 25.56 | 224 | 0.965 | bilinear | -11.108 | -6.834 | +8 |
641 | ese_vovnet39b.ra_in1k | 69.730 | 30.270 | 89.550 | 10.450 | 24.57 | 288 | 0.950 | bicubic | -10.620 | -5.816 | +53 |
642 | tiny_vit_5m_224.dist_in22k_ft_in1k | 69.730 | 30.270 | 89.440 | 10.560 | 5.39 | 224 | 0.950 | bicubic | -11.146 | -6.224 | 0 |
643 | lambda_resnet50ts.a1h_in1k | 69.730 | 30.270 | 88.830 | 11.170 | 21.54 | 256 | 0.950 | bicubic | -11.428 | -6.268 | -30 |
644 | resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k | 69.710 | 30.290 | 89.420 | 10.580 | 25.03 | 224 | 0.875 | bilinear | -10.624 | -5.980 | +53 |
645 | xcit_tiny_24_p16_224.fb_dist_in1k | 69.710 | 30.290 | 88.720 | 11.280 | 12.12 | 224 | 1.000 | bicubic | -10.744 | -6.498 | +42 |
646 | fastvit_sa12.apple_in1k | 69.700 | 30.300 | 88.950 | 11.050 | 11.58 | 256 | 0.900 | bicubic | -11.144 | -6.390 | +3 |
647 | xcit_tiny_12_p16_384.fb_dist_in1k | 69.690 | 30.310 | 89.020 | 10.980 | 6.72 | 384 | 1.000 | bicubic | -11.248 | -6.394 | -12 |
648 | resmlp_24_224.fb_distilled_in1k | 69.660 | 30.340 | 89.070 | 10.930 | 30.02 | 224 | 0.875 | bicubic | -11.096 | -6.154 | +8 |
649 | resnext101_64x4d.gluon_in1k | 69.660 | 30.340 | 88.260 | 11.740 | 83.46 | 224 | 0.875 | bicubic | -10.940 | -6.732 | +22 |
650 | tresnet_m.miil_in1k | 69.650 | 30.350 | 88.000 | 12.000 | 31.39 | 224 | 0.875 | bilinear | -11.148 | -6.856 | +2 |
651 | resnext50d_32x4d.bt_in1k | 69.640 | 30.360 | 89.250 | 10.750 | 25.05 | 288 | 0.950 | bicubic | -11.024 | -6.170 | +15 |
652 | regnetx_032.tv2_in1k | 69.620 | 30.380 | 89.360 | 10.640 | 15.30 | 224 | 0.965 | bicubic | -11.306 | -5.918 | -16 |
653 | efficientnet_b3_pruned.in1k | 69.580 | 30.420 | 88.960 | 11.040 | 9.86 | 300 | 0.904 | bicubic | -11.272 | -6.284 | -6 |
654 | fastvit_t12.apple_dist_in1k | 69.580 | 30.420 | 88.410 | 11.590 | 7.55 | 256 | 0.900 | bicubic | -10.772 | -6.632 | +39 |
655 | convnextv2_pico.fcmae_ft_in1k | 69.570 | 30.430 | 89.230 | 10.770 | 9.07 | 288 | 0.950 | bicubic | -11.516 | -6.250 | -33 |
656 | eva02_tiny_patch14_336.mim_in22k_ft_in1k | 69.560 | 30.440 | 89.320 | 10.680 | 5.76 | 336 | 1.000 | bicubic | -11.070 | -6.206 | +12 |
657 | repvit_m1_1.dist_300e_in1k | 69.560 | 30.440 | 88.820 | 11.180 | 8.80 | 224 | 0.950 | bicubic | -11.266 | -6.350 | -7 |
658 | nf_resnet50.ra2_in1k | 69.550 | 30.450 | 88.730 | 11.270 | 25.56 | 288 | 0.940 | bicubic | -11.090 | -6.604 | +9 |
659 | gernet_m.idstcv_in1k | 69.540 | 30.460 | 88.690 | 11.310 | 21.14 | 224 | 0.875 | bilinear | -11.196 | -6.500 | -1 |
660 | inception_resnet_v2.tf_ens_adv_in1k | 69.540 | 30.460 | 88.490 | 11.510 | 55.84 | 299 | 0.897 | bicubic | -10.438 | -6.458 | +61 |
661 | repvgg_b3g4.rvgg_in1k | 69.530 | 30.470 | 88.450 | 11.550 | 83.83 | 224 | 0.875 | bilinear | -10.686 | -6.642 | +50 |
662 | gcresnet33ts.ra2_in1k | 69.510 | 30.490 | 89.110 | 10.890 | 19.88 | 288 | 1.000 | bicubic | -11.090 | -6.212 | +7 |
663 | efficientnet_el_pruned.in1k | 69.510 | 30.490 | 88.940 | 11.060 | 10.59 | 300 | 0.904 | bicubic | -10.788 | -6.282 | +40 |
664 | efficientnet_b2.ra_in1k | 69.490 | 30.510 | 88.690 | 11.310 | 9.11 | 288 | 1.000 | bicubic | -11.120 | -6.624 | +5 |
665 | resnext50_32x4d.a1_in1k | 69.490 | 30.510 | 88.340 | 11.660 | 25.03 | 288 | 1.000 | bicubic | -11.976 | -6.834 | -86 |
666 | swin_tiny_patch4_window7_224.ms_in1k | 69.470 | 30.530 | 89.060 | 10.940 | 28.29 | 224 | 0.900 | bicubic | -11.906 | -6.484 | -77 |
667 | regnetx_320.pycls_in1k | 69.470 | 30.530 | 88.270 | 11.730 | 107.81 | 224 | 0.875 | bicubic | -10.776 | -6.752 | +41 |
668 | vit_base_patch32_224.augreg_in21k_ft_in1k | 69.450 | 30.550 | 89.440 | 10.560 | 88.22 | 224 | 0.900 | bicubic | -11.266 | -6.126 | -9 |
669 | res2net101d.in1k | 69.450 | 30.550 | 88.710 | 11.290 | 45.23 | 224 | 0.875 | bilinear | -11.768 | -6.640 | -65 |
670 | gcvit_xxtiny.in1k | 69.440 | 30.560 | 88.840 | 11.160 | 12.00 | 224 | 0.875 | bicubic | -10.286 | -6.240 | +72 |
671 | cspresnext50.ra_in1k | 69.430 | 30.570 | 88.600 | 11.400 | 20.57 | 256 | 0.887 | bilinear | -11.124 | -6.726 | +1 |
672 | rexnet_150.nav_in1k | 69.410 | 30.590 | 88.980 | 11.020 | 9.73 | 224 | 0.875 | bicubic | -10.914 | -6.010 | +25 |
673 | efficientvit_b1.r288_in1k | 69.410 | 30.590 | 88.680 | 11.320 | 9.10 | 288 | 1.000 | bicubic | -10.914 | -6.496 | +27 |
674 | resnext50_32x4d.tv2_in1k | 69.400 | 30.600 | 88.440 | 11.560 | 25.03 | 224 | 0.965 | bilinear | -11.782 | -6.900 | -66 |
675 | eca_resnet33ts.ra2_in1k | 69.380 | 30.620 | 89.210 | 10.790 | 19.68 | 288 | 1.000 | bicubic | -11.292 | -6.154 | -12 |
676 | seresnet33ts.ra2_in1k | 69.380 | 30.620 | 89.190 | 10.810 | 19.78 | 288 | 1.000 | bicubic | -11.404 | -6.172 | -23 |
677 | convmixer_768_32.in1k | 69.380 | 30.620 | 88.880 | 11.120 | 21.11 | 224 | 0.960 | bicubic | -10.788 | -6.194 | +39 |
678 | inception_v4.tf_in1k | 69.370 | 30.630 | 88.780 | 11.220 | 42.68 | 299 | 0.875 | bicubic | -10.786 | -6.190 | +38 |
679 | xception71.tf_in1k | 69.360 | 30.640 | 88.270 | 11.730 | 42.34 | 299 | 0.903 | bicubic | -10.514 | -6.658 | +49 |
680 | darknet53.c2ns_in1k | 69.350 | 30.650 | 88.780 | 11.220 | 41.61 | 288 | 1.000 | bicubic | -11.182 | -6.652 | -6 |
681 | cs3darknet_focus_l.c2ns_in1k | 69.340 | 30.660 | 89.420 | 10.580 | 21.15 | 288 | 0.950 | bicubic | -11.536 | -6.262 | -39 |
682 | legacy_seresnext101_32x4d.in1k | 69.340 | 30.660 | 88.050 | 11.950 | 48.96 | 224 | 0.875 | bilinear | -10.892 | -6.970 | +28 |
683 | vit_small_patch16_384.augreg_in1k | 69.320 | 30.680 | 89.000 | 11.000 | 22.20 | 384 | 1.000 | bicubic | -11.796 | -6.574 | -67 |
684 | repvit_m1_0.dist_450e_in1k | 69.310 | 30.690 | 88.700 | 11.300 | 7.30 | 224 | 0.950 | bicubic | -11.124 | -6.218 | +4 |
685 | mobilevitv2_175.cvnets_in1k | 69.290 | 30.710 | 88.960 | 11.040 | 14.25 | 256 | 0.888 | bicubic | -11.570 | -6.296 | -39 |
686 | efficientformer_l1.snap_dist_in1k | 69.280 | 30.720 | 88.560 | 11.440 | 12.29 | 224 | 0.950 | bicubic | -11.218 | -6.428 | -8 |
687 | vit_small_patch32_384.augreg_in21k_ft_in1k | 69.270 | 30.730 | 89.820 | 10.180 | 22.92 | 384 | 1.000 | bicubic | -11.216 | -5.780 | -8 |
688 | convnext_pico_ols.d1_in1k | 69.240 | 30.760 | 88.840 | 11.160 | 9.06 | 288 | 1.000 | bicubic | -11.222 | -6.412 | -6 |
689 | repvit_m2.dist_in1k | 69.230 | 30.770 | 88.740 | 11.260 | 8.80 | 224 | 0.950 | bicubic | -11.230 | -6.428 | -6 |
690 | edgenext_small_rw.sw_in1k | 69.210 | 30.790 | 88.740 | 11.260 | 7.83 | 320 | 1.000 | bicubic | -11.248 | -6.568 | -5 |
691 | vit_base_patch16_384.augreg_in1k | 69.190 | 30.810 | 88.370 | 11.630 | 86.86 | 384 | 1.000 | bicubic | -11.912 | -6.750 | -73 |
692 | resnet50.b2k_in1k | 69.180 | 30.820 | 88.660 | 11.340 | 25.56 | 288 | 1.000 | bicubic | -11.274 | -6.658 | -6 |
693 | resnet152c.gluon_in1k | 69.140 | 30.860 | 87.890 | 12.110 | 60.21 | 224 | 0.875 | bicubic | -10.772 | -6.956 | +33 |
694 | resnet50.b1k_in1k | 69.100 | 30.900 | 88.740 | 11.260 | 25.56 | 288 | 1.000 | bicubic | -11.606 | -6.692 | -34 |
695 | resnet50.a1h_in1k | 69.100 | 30.900 | 88.510 | 11.490 | 25.56 | 224 | 1.000 | bicubic | -11.578 | -6.796 | -31 |
696 | tf_efficientnetv2_b2.in1k | 69.100 | 30.900 | 88.230 | 11.770 | 10.10 | 260 | 0.890 | bicubic | -11.096 | -6.812 | +16 |
697 | mixnet_xl.ra_in1k | 69.090 | 30.910 | 88.310 | 11.690 | 11.90 | 224 | 0.875 | bicubic | -11.392 | -6.626 | -17 |
698 | resnetblur50.bt_in1k | 69.070 | 30.930 | 88.450 | 11.550 | 25.56 | 288 | 0.950 | bicubic | -11.164 | -6.784 | +11 |
699 | repvgg_b2g4.rvgg_in1k | 69.010 | 30.990 | 88.360 | 11.640 | 61.76 | 224 | 0.875 | bilinear | -10.372 | -6.316 | +69 |
700 | regnety_160.pycls_in1k | 69.010 | 30.990 | 88.270 | 11.730 | 83.59 | 224 | 0.875 | bicubic | -11.288 | -6.694 | +4 |
701 | resnet101d.gluon_in1k | 69.010 | 30.990 | 88.080 | 11.920 | 44.57 | 224 | 0.875 | bicubic | -11.416 | -6.944 | -12 |
702 | xception65.tf_in1k | 68.950 | 31.050 | 88.470 | 11.530 | 39.92 | 299 | 0.903 | bicubic | -10.606 | -6.188 | +54 |
703 | resnext101_32x4d.gluon_in1k | 68.940 | 31.060 | 88.340 | 11.660 | 44.18 | 224 | 0.875 | bicubic | -11.400 | -6.590 | -7 |
704 | tf_efficientnet_b2.ap_in1k | 68.930 | 31.070 | 88.330 | 11.670 | 9.11 | 260 | 0.890 | bicubic | -11.380 | -6.696 | -5 |
705 | repvit_m1_0.dist_300e_in1k | 68.930 | 31.070 | 88.100 | 11.900 | 7.30 | 224 | 0.950 | bicubic | -11.196 | -6.644 | +13 |
706 | poolformerv2_s24.sail_in1k | 68.920 | 31.080 | 88.670 | 11.330 | 21.34 | 224 | 1.000 | bicubic | -11.828 | -6.640 | -50 |
707 | cspdarknet53.ra_in1k | 68.920 | 31.080 | 88.600 | 11.400 | 27.64 | 256 | 0.887 | bilinear | -11.148 | -6.478 | +13 |
708 | convnext_pico.d1_in1k | 68.900 | 31.100 | 88.480 | 11.520 | 9.05 | 288 | 0.950 | bicubic | -11.516 | -6.568 | -18 |
709 | resnet50d.a2_in1k | 68.900 | 31.100 | 87.980 | 12.020 | 25.58 | 288 | 1.000 | bicubic | -12.264 | -7.100 | -98 |
710 | mobilevitv2_150.cvnets_in1k | 68.890 | 31.110 | 88.080 | 11.920 | 10.59 | 256 | 0.888 | bicubic | -11.480 | -6.994 | -18 |
711 | regnety_120.pycls_in1k | 68.860 | 31.140 | 88.330 | 11.670 | 51.82 | 224 | 0.875 | bicubic | -11.520 | -6.796 | -20 |
712 | resnet152.a3_in1k | 68.820 | 31.180 | 87.760 | 12.240 | 60.19 | 224 | 0.950 | bicubic | -11.726 | -7.240 | -39 |
713 | resnet152.gluon_in1k | 68.820 | 31.180 | 87.700 | 12.300 | 60.19 | 224 | 0.875 | bicubic | -10.876 | -7.030 | +32 |
714 | poolformer_s24.sail_in1k | 68.780 | 31.220 | 88.170 | 11.830 | 21.39 | 224 | 0.900 | bicubic | -11.514 | -6.904 | -12 |
715 | dpn107.mx_in1k | 68.780 | 31.220 | 88.130 | 11.870 | 86.92 | 224 | 0.875 | bicubic | -11.390 | -6.812 | -1 |
716 | gmlp_s16_224.ra3_in1k | 68.780 | 31.220 | 88.070 | 11.930 | 19.42 | 224 | 0.875 | bicubic | -10.864 | -6.552 | +36 |
717 | dpn131.mx_in1k | 68.770 | 31.230 | 87.570 | 12.430 | 79.25 | 224 | 0.875 | bicubic | -11.044 | -7.130 | +19 |
718 | darknetaa53.c2ns_in1k | 68.760 | 31.240 | 88.700 | 11.300 | 36.02 | 288 | 1.000 | bilinear | -11.746 | -6.622 | -42 |
719 | tf_efficientnet_b2.aa_in1k | 68.760 | 31.240 | 87.950 | 12.050 | 9.11 | 260 | 0.890 | bicubic | -11.324 | -6.956 | -1 |
720 | deit_small_patch16_224.fb_in1k | 68.730 | 31.270 | 88.200 | 11.800 | 22.05 | 224 | 0.900 | bicubic | -11.118 | -6.844 | +12 |
721 | regnety_080.pycls_in1k | 68.710 | 31.290 | 87.970 | 12.030 | 39.18 | 224 | 0.875 | bicubic | -11.158 | -6.862 | +8 |
722 | resnet101s.gluon_in1k | 68.710 | 31.290 | 87.900 | 12.100 | 44.67 | 224 | 0.875 | bicubic | -11.594 | -7.252 | -21 |
723 | seresnext50_32x4d.gluon_in1k | 68.660 | 31.340 | 88.360 | 11.640 | 27.56 | 224 | 0.875 | bicubic | -11.264 | -6.464 | +1 |
724 | resnet50.ram_in1k | 68.630 | 31.370 | 88.330 | 11.670 | 25.56 | 288 | 0.950 | bicubic | -11.346 | -6.722 | -3 |
725 | hrnet_w64.ms_in1k | 68.630 | 31.370 | 88.070 | 11.930 | 128.06 | 224 | 0.875 | bilinear | -10.846 | -6.582 | +38 |
726 | xcit_tiny_12_p8_224.fb_in1k | 68.580 | 31.420 | 88.720 | 11.280 | 6.71 | 224 | 1.000 | bicubic | -11.108 | -6.334 | +21 |
727 | resnet50.a2_in1k | 68.570 | 31.430 | 88.000 | 12.000 | 25.56 | 288 | 1.000 | bicubic | -12.202 | -6.988 | -72 |
728 | tf_efficientnet_b3.in1k | 68.530 | 31.470 | 88.700 | 11.300 | 12.23 | 300 | 0.904 | bicubic | -12.344 | -6.600 | -84 |
729 | dpn98.mx_in1k | 68.520 | 31.480 | 87.610 | 12.390 | 61.57 | 224 | 0.875 | bicubic | -11.150 | -7.044 | +21 |
730 | regnetx_160.pycls_in1k | 68.510 | 31.490 | 88.460 | 11.540 | 54.28 | 224 | 0.875 | bicubic | -11.356 | -6.368 | 0 |
731 | fastvit_s12.apple_in1k | 68.490 | 31.510 | 87.850 | 12.150 | 9.47 | 256 | 0.900 | bicubic | -11.452 | -6.944 | -8 |
732 | rexnet_130.nav_in1k | 68.460 | 31.540 | 88.040 | 11.960 | 7.56 | 224 | 0.875 | bicubic | -11.046 | -6.638 | +27 |
733 | cspresnet50.ra_in1k | 68.450 | 31.550 | 87.960 | 12.040 | 21.62 | 256 | 0.887 | bilinear | -11.132 | -6.750 | +22 |
734 | tf_efficientnet_el.in1k | 68.440 | 31.560 | 88.210 | 11.790 | 10.59 | 300 | 0.904 | bicubic | -11.808 | -6.910 | -29 |
735 | regnety_064.pycls_in1k | 68.440 | 31.560 | 88.060 | 11.940 | 30.58 | 224 | 0.875 | bicubic | -11.276 | -6.706 | +10 |
736 | xcit_tiny_24_p16_224.fb_in1k | 68.420 | 31.580 | 88.290 | 11.710 | 12.12 | 224 | 1.000 | bicubic | -11.028 | -6.588 | +28 |
737 | cait_xxs36_224.fb_dist_in1k | 68.410 | 31.590 | 88.650 | 11.350 | 17.30 | 224 | 1.000 | bicubic | -11.336 | -6.224 | +3 |
738 | skresnext50_32x4d.ra_in1k | 68.400 | 31.600 | 87.570 | 12.430 | 27.48 | 224 | 0.875 | bicubic | -11.764 | -7.070 | -23 |
739 | resnet50.fb_ssl_yfcc100m_ft_in1k | 68.380 | 31.620 | 88.560 | 11.440 | 25.56 | 224 | 0.875 | bilinear | -10.850 | -6.266 | +47 |
740 | efficientvit_b1.r256_in1k | 68.370 | 31.630 | 87.910 | 12.090 | 9.10 | 256 | 1.000 | bicubic | -11.364 | -6.870 | +1 |
741 | dla102x2.in1k | 68.350 | 31.650 | 87.890 | 12.110 | 41.28 | 224 | 0.875 | bilinear | -11.096 | -6.742 | +24 |
742 | fbnetv3_d.ra2_in1k | 68.330 | 31.670 | 88.420 | 11.580 | 10.31 | 256 | 0.950 | bilinear | -11.352 | -6.524 | +6 |
743 | efficientnet_b2_pruned.in1k | 68.300 | 31.700 | 88.100 | 11.900 | 8.31 | 260 | 0.890 | bicubic | -11.620 | -6.752 | -18 |
744 | res2net50d.in1k | 68.300 | 31.700 | 88.100 | 11.900 | 25.72 | 224 | 0.875 | bilinear | -11.954 | -6.936 | -39 |
745 | resmlp_big_24_224.fb_in1k | 68.300 | 31.700 | 87.540 | 12.460 | 129.14 | 224 | 0.875 | bicubic | -12.736 | -7.478 | -119 |
746 | vit_base_patch16_224.sam_in1k | 68.290 | 31.710 | 87.730 | 12.270 | 86.57 | 224 | 0.900 | bicubic | -11.948 | -7.026 | -39 |
747 | resnext50_32x4d.gluon_in1k | 68.290 | 31.710 | 87.330 | 12.670 | 25.03 | 224 | 0.875 | bicubic | -11.070 | -7.100 | +26 |
748 | ecaresnet26t.ra2_in1k | 68.260 | 31.740 | 88.810 | 11.190 | 16.01 | 320 | 0.950 | bicubic | -11.590 | -6.280 | -17 |
749 | efficientformerv2_s1.snap_dist_in1k | 68.240 | 31.760 | 88.330 | 11.670 | 6.19 | 224 | 0.950 | bicubic | -11.452 | -6.386 | -3 |
750 | tf_efficientnet_lite3.in1k | 68.220 | 31.780 | 87.730 | 12.270 | 8.20 | 300 | 0.904 | bilinear | -11.586 | -7.184 | -13 |
751 | resnet101.a3_in1k | 68.220 | 31.780 | 87.640 | 12.360 | 44.55 | 224 | 0.950 | bicubic | -11.594 | -6.974 | -13 |
752 | pit_xs_distilled_224.in1k | 68.190 | 31.810 | 87.730 | 12.270 | 11.00 | 224 | 0.900 | bicubic | -10.990 | -6.636 | +38 |
753 | resnet50.ra_in1k | 68.150 | 31.850 | 87.900 | 12.100 | 25.56 | 288 | 0.950 | bicubic | -11.686 | -7.066 | -18 |
754 | fbnetv3_b.ra2_in1k | 68.140 | 31.860 | 87.920 | 12.080 | 8.60 | 256 | 0.950 | bilinear | -11.006 | -6.824 | +39 |
755 | tiny_vit_5m_224.in1k | 68.140 | 31.860 | 87.840 | 12.160 | 5.39 | 224 | 0.950 | bicubic | -11.030 | -6.954 | +36 |
756 | regnetx_120.pycls_in1k | 68.130 | 31.870 | 87.610 | 12.390 | 46.11 | 224 | 0.875 | bicubic | -11.458 | -7.132 | -3 |
757 | mobileone_s4.apple_in1k | 68.130 | 31.870 | 87.110 | 12.890 | 14.95 | 224 | 0.900 | bilinear | -11.296 | -7.370 | +11 |
758 | resmlp_36_224.fb_in1k | 68.090 | 31.910 | 88.180 | 11.820 | 44.69 | 224 | 0.875 | bicubic | -11.682 | -6.704 | -19 |
759 | resnet50.bt_in1k | 68.070 | 31.930 | 87.810 | 12.190 | 25.56 | 288 | 0.950 | bicubic | -11.570 | -7.082 | -8 |
760 | dpn68b.ra_in1k | 68.070 | 31.930 | 87.380 | 12.620 | 12.61 | 288 | 1.000 | bicubic | -11.290 | -7.056 | +12 |
761 | regnetx_016.tv2_in1k | 68.050 | 31.950 | 88.230 | 11.770 | 9.19 | 224 | 0.965 | bicubic | -11.386 | -6.538 | +5 |
762 | resnetrs50.tf_in1k | 68.040 | 31.960 | 87.730 | 12.270 | 35.69 | 224 | 0.910 | bicubic | -11.854 | -7.244 | -35 |
763 | dpn92.mx_in1k | 67.980 | 32.020 | 87.600 | 12.400 | 37.67 | 224 | 0.875 | bicubic | -12.058 | -7.260 | -43 |
764 | nf_regnet_b1.ra2_in1k | 67.970 | 32.030 | 88.220 | 11.780 | 10.22 | 288 | 0.900 | bicubic | -11.338 | -6.520 | +12 |
765 | repvit_m0_9.dist_450e_in1k | 67.920 | 32.080 | 87.890 | 12.110 | 5.49 | 224 | 0.950 | bicubic | -11.146 | -6.490 | +34 |
766 | fastvit_t12.apple_in1k | 67.920 | 32.080 | 87.550 | 12.450 | 7.55 | 256 | 0.900 | bicubic | -11.344 | -7.012 | +17 |
767 | resnet50d.gluon_in1k | 67.910 | 32.090 | 87.120 | 12.880 | 25.58 | 224 | 0.875 | bicubic | -11.168 | -7.346 | +30 |
768 | resnetv2_50x1_bit.goog_in21k_ft_in1k | 67.900 | 32.100 | 89.270 | 10.730 | 25.55 | 448 | 1.000 | bilinear | -12.442 | -6.412 | -75 |
769 | levit_192.fb_dist_in1k | 67.900 | 32.100 | 87.900 | 12.100 | 10.95 | 224 | 0.900 | bicubic | -11.938 | -6.884 | -34 |
770 | levit_conv_192.fb_dist_in1k | 67.900 | 32.100 | 87.890 | 12.110 | 10.95 | 224 | 0.900 | bicubic | -11.938 | -6.888 | -36 |
771 | tf_efficientnetv2_b1.in1k | 67.890 | 32.110 | 87.810 | 12.190 | 8.14 | 240 | 0.882 | bicubic | -11.570 | -6.912 | -9 |
772 | regnetx_080.pycls_in1k | 67.890 | 32.110 | 87.000 | 13.000 | 39.57 | 224 | 0.875 | bicubic | -11.308 | -7.554 | +18 |
773 | legacy_seresnext50_32x4d.in1k | 67.860 | 32.140 | 87.620 | 12.380 | 27.56 | 224 | 0.875 | bilinear | -11.216 | -6.812 | +25 |
774 | efficientnet_em.ra2_in1k | 67.850 | 32.150 | 88.130 | 11.870 | 6.90 | 240 | 0.882 | bicubic | -11.394 | -6.664 | +11 |
775 | resnext101_32x8d.tv_in1k | 67.840 | 32.160 | 87.490 | 12.510 | 88.79 | 224 | 0.875 | bilinear | -11.470 | -7.030 | 0 |
776 | resmlp_24_224.fb_in1k | 67.820 | 32.180 | 87.610 | 12.390 | 30.02 | 224 | 0.875 | bicubic | -11.554 | -6.936 | -6 |
777 | lambda_resnet26t.c1_in1k | 67.800 | 32.200 | 87.790 | 12.210 | 10.96 | 256 | 0.940 | bicubic | -11.288 | -6.800 | +19 |
778 | ecaresnet50t.a3_in1k | 67.790 | 32.210 | 87.560 | 12.440 | 25.57 | 224 | 0.950 | bicubic | -11.762 | -7.134 | -21 |
779 | hrnet_w48.ms_in1k | 67.760 | 32.240 | 87.410 | 12.590 | 77.47 | 224 | 0.875 | bilinear | -11.546 | -7.106 | -3 |
780 | efficientvit_b1.r224_in1k | 67.760 | 32.240 | 87.340 | 12.660 | 9.10 | 224 | 0.950 | bicubic | -11.492 | -6.964 | +5 |
781 | hrnet_w44.ms_in1k | 67.750 | 32.250 | 87.540 | 12.460 | 67.06 | 224 | 0.875 | bilinear | -11.144 | -6.824 | +28 |
782 | resnet33ts.ra2_in1k | 67.730 | 32.270 | 88.100 | 11.900 | 19.68 | 288 | 1.000 | bicubic | -11.996 | -6.728 | -39 |
783 | coat_lite_mini.in1k | 67.710 | 32.290 | 87.710 | 12.290 | 11.01 | 224 | 0.900 | bicubic | -11.392 | -6.898 | +12 |
784 | tf_efficientnet_b0.ns_jft_in1k | 67.700 | 32.300 | 88.070 | 11.930 | 5.29 | 224 | 0.875 | bicubic | -10.968 | -6.302 | +42 |
785 | resnext50_32x4d.a3_in1k | 67.700 | 32.300 | 86.930 | 13.070 | 25.03 | 224 | 0.950 | bicubic | -11.568 | -7.376 | -3 |
786 | legacy_xception.tf_in1k | 67.690 | 32.310 | 87.560 | 12.440 | 22.86 | 299 | 0.897 | bicubic | -11.350 | -6.822 | +15 |
787 | eca_botnext26ts_256.c1_in1k | 67.680 | 32.320 | 87.080 | 12.920 | 10.59 | 256 | 0.950 | bicubic | -11.588 | -7.526 | -7 |
788 | regnetx_064.pycls_in1k | 67.670 | 32.330 | 87.520 | 12.480 | 26.21 | 224 | 0.875 | bicubic | -11.396 | -6.940 | +11 |
789 | resnet32ts.ra2_in1k | 67.650 | 32.350 | 87.580 | 12.420 | 17.96 | 288 | 1.000 | bicubic | -11.738 | -7.072 | -22 |
790 | convnext_femto_ols.d1_in1k | 67.650 | 32.350 | 87.390 | 12.610 | 5.23 | 288 | 0.950 | bicubic | -11.274 | -7.136 | +18 |
791 | halonet26t.a1h_in1k | 67.620 | 32.380 | 87.250 | 12.750 | 12.48 | 256 | 0.950 | bicubic | -11.486 | -7.056 | +3 |
792 | inception_v3.gluon_in1k | 67.590 | 32.410 | 87.450 | 12.550 | 23.83 | 299 | 0.875 | bicubic | -11.212 | -6.926 | +24 |
793 | hrnet_w40.ms_in1k | 67.580 | 32.420 | 87.140 | 12.860 | 57.56 | 224 | 0.875 | bilinear | -11.352 | -7.324 | +13 |
794 | regnety_040.pycls_in1k | 67.570 | 32.430 | 87.490 | 12.510 | 20.65 | 224 | 0.875 | bicubic | -11.650 | -7.166 | -7 |
795 | resnet101c.gluon_in1k | 67.560 | 32.440 | 87.160 | 12.840 | 44.57 | 224 | 0.875 | bicubic | -11.978 | -7.424 | -37 |
796 | legacy_seresnet152.in1k | 67.550 | 32.450 | 87.380 | 12.620 | 66.82 | 224 | 0.875 | bilinear | -11.110 | -6.990 | +33 |
797 | dla169.in1k | 67.540 | 32.460 | 87.570 | 12.430 | 53.39 | 224 | 0.875 | bilinear | -11.168 | -6.774 | +28 |
798 | tf_efficientnet_b1.ap_in1k | 67.520 | 32.480 | 87.750 | 12.250 | 7.79 | 240 | 0.882 | bicubic | -11.756 | -6.562 | -20 |
799 | efficientnet_b1.ft_in1k | 67.520 | 32.480 | 87.470 | 12.530 | 7.79 | 256 | 1.000 | bicubic | -11.280 | -6.872 | +19 |
800 | mobilevitv2_125.cvnets_in1k | 67.480 | 32.520 | 87.570 | 12.430 | 7.48 | 256 | 0.888 | bicubic | -12.200 | -7.288 | -52 |
801 | tf_efficientnet_cc_b1_8e.in1k | 67.480 | 32.520 | 87.300 | 12.700 | 39.72 | 240 | 0.882 | bicubic | -11.822 | -7.074 | -24 |
802 | eca_halonext26ts.c1_in1k | 67.480 | 32.520 | 87.240 | 12.760 | 10.76 | 256 | 0.940 | bicubic | -12.006 | -7.360 | -40 |
803 | resnet101.gluon_in1k | 67.470 | 32.530 | 87.230 | 12.770 | 44.55 | 224 | 0.875 | bicubic | -11.840 | -7.292 | -29 |
804 | res2net101_26w_4s.in1k | 67.460 | 32.540 | 87.010 | 12.990 | 45.21 | 224 | 0.875 | bilinear | -11.740 | -7.426 | -16 |
805 | res2net50_26w_8s.in1k | 67.440 | 32.560 | 87.250 | 12.750 | 48.40 | 224 | 0.875 | bilinear | -11.502 | -7.044 | 0 |
806 | repvit_m0_9.dist_300e_in1k | 67.430 | 32.570 | 87.230 | 12.770 | 5.49 | 224 | 0.950 | bicubic | -11.228 | -6.886 | +24 |
807 | regnety_008_tv.tv2_in1k | 67.410 | 32.590 | 88.030 | 11.970 | 6.43 | 224 | 0.965 | bicubic | -11.256 | -6.360 | +21 |
808 | resnet34d.ra2_in1k | 67.400 | 32.600 | 87.960 | 12.040 | 21.82 | 288 | 0.950 | bicubic | -11.036 | -6.384 | +36 |
809 | tf_efficientnet_b2.in1k | 67.400 | 32.600 | 87.580 | 12.420 | 9.11 | 260 | 0.890 | bicubic | -12.208 | -7.134 | -57 |
810 | regnety_032.pycls_in1k | 67.400 | 32.600 | 87.260 | 12.740 | 19.44 | 224 | 0.875 | bicubic | -11.476 | -7.148 | +2 |
811 | convnextv2_femto.fcmae_ft_in1k | 67.350 | 32.650 | 87.580 | 12.420 | 5.23 | 288 | 0.950 | bicubic | -11.988 | -6.980 | -38 |
812 | cait_xxs24_224.fb_dist_in1k | 67.340 | 32.660 | 87.520 | 12.480 | 11.96 | 224 | 1.000 | bicubic | -11.044 | -6.796 | +39 |
813 | xception41.tf_in1k | 67.260 | 32.740 | 87.190 | 12.810 | 26.97 | 299 | 0.903 | bicubic | -11.244 | -7.086 | +23 |
814 | coat_tiny.in1k | 67.240 | 32.760 | 87.310 | 12.690 | 5.50 | 224 | 0.900 | bicubic | -11.186 | -6.738 | +32 |
815 | repghostnet_200.in1k | 67.240 | 32.760 | 87.290 | 12.710 | 9.80 | 224 | 0.875 | bicubic | -11.566 | -7.040 | -1 |
816 | regnetx_032.pycls_in1k | 67.240 | 32.760 | 86.990 | 13.010 | 15.30 | 224 | 0.875 | bicubic | -10.928 | -7.092 | +50 |
817 | resnest26d.gluon_in1k | 67.220 | 32.780 | 87.180 | 12.820 | 17.07 | 224 | 0.875 | bilinear | -11.262 | -7.114 | +23 |
818 | convnext_femto.d1_in1k | 67.190 | 32.810 | 87.480 | 12.520 | 5.22 | 288 | 0.950 | bicubic | -11.526 | -6.950 | +5 |
819 | repvgg_b2.rvgg_in1k | 67.160 | 32.840 | 87.320 | 12.680 | 89.02 | 224 | 0.875 | bilinear | -11.632 | -7.100 | -1 |
820 | vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 67.160 | 32.840 | 86.480 | 13.520 | 119.42 | 256 | 0.900 | bicubic | -12.324 | -7.658 | -59 |
821 | botnet26t_256.c1_in1k | 67.140 | 32.860 | 87.510 | 12.490 | 12.49 | 256 | 0.950 | bicubic | -12.118 | -7.022 | -38 |
822 | legacy_seresnet101.in1k | 67.110 | 32.890 | 87.050 | 12.950 | 49.33 | 224 | 0.875 | bilinear | -11.276 | -7.212 | +28 |
823 | resnet50s.gluon_in1k | 67.110 | 32.890 | 86.860 | 13.140 | 25.68 | 224 | 0.875 | bicubic | -11.604 | -7.382 | +1 |
824 | dla60x.in1k | 67.070 | 32.930 | 87.200 | 12.800 | 17.35 | 224 | 0.875 | bilinear | -11.166 | -6.826 | +37 |
825 | visformer_tiny.in1k | 67.050 | 32.950 | 87.060 | 12.940 | 10.32 | 224 | 0.900 | bicubic | -11.110 | -7.106 | +41 |
826 | dla60_res2net.in1k | 67.030 | 32.970 | 87.140 | 12.860 | 20.85 | 224 | 0.875 | bilinear | -11.434 | -7.058 | +16 |
827 | resnet34.a1_in1k | 67.030 | 32.970 | 86.280 | 13.720 | 21.80 | 288 | 1.000 | bicubic | -10.888 | -7.484 | +57 |
828 | xcit_tiny_12_p16_224.fb_dist_in1k | 67.020 | 32.980 | 87.400 | 12.600 | 6.72 | 224 | 1.000 | bicubic | -11.554 | -6.798 | +3 |
829 | dla102x.in1k | 67.000 | 33.000 | 86.790 | 13.210 | 26.31 | 224 | 0.875 | bilinear | -11.512 | -7.446 | +6 |
830 | resnet152.tv_in1k | 66.990 | 33.010 | 87.560 | 12.440 | 60.19 | 224 | 0.875 | bilinear | -11.332 | -6.486 | +25 |
831 | lambda_resnet26rpt_256.c1_in1k | 66.960 | 33.040 | 87.130 | 12.870 | 10.99 | 256 | 0.940 | bicubic | -12.004 | -7.306 | -27 |
832 | mixnet_l.ft_in1k | 66.960 | 33.040 | 86.940 | 13.060 | 7.33 | 224 | 0.875 | bicubic | -12.006 | -7.242 | -29 |
833 | pit_xs_224.in1k | 66.920 | 33.080 | 87.280 | 12.720 | 10.62 | 224 | 0.900 | bicubic | -11.256 | -6.882 | +31 |
834 | repvgg_b1.rvgg_in1k | 66.920 | 33.080 | 86.780 | 13.220 | 57.42 | 224 | 0.875 | bilinear | -11.448 | -7.316 | +18 |
835 | resnet50d.a3_in1k | 66.920 | 33.080 | 86.540 | 13.460 | 25.58 | 224 | 0.950 | bicubic | -11.800 | -7.692 | -13 |
836 | pvt_v2_b1.in1k | 66.910 | 33.090 | 87.410 | 12.590 | 14.01 | 224 | 0.900 | bicubic | -11.794 | -7.092 | -10 |
837 | res2net50_26w_6s.in1k | 66.910 | 33.090 | 86.880 | 13.120 | 37.05 | 224 | 0.875 | bilinear | -11.658 | -7.242 | -5 |
838 | tf_efficientnet_b1.aa_in1k | 66.900 | 33.100 | 87.020 | 12.980 | 7.79 | 240 | 0.882 | bicubic | -11.928 | -7.180 | -25 |
839 | xcit_nano_12_p8_384.fb_dist_in1k | 66.870 | 33.130 | 87.110 | 12.890 | 3.05 | 384 | 1.000 | bicubic | -10.950 | -6.930 | +51 |
840 | efficientnet_es.ra_in1k | 66.860 | 33.140 | 86.710 | 13.290 | 5.44 | 224 | 0.875 | bicubic | -11.198 | -7.216 | +32 |
841 | mobilevit_s.cvnets_in1k | 66.850 | 33.150 | 87.070 | 12.930 | 5.58 | 256 | 0.900 | bicubic | -11.462 | -7.078 | +15 |
842 | regnetx_040.pycls_in1k | 66.820 | 33.180 | 86.740 | 13.260 | 22.12 | 224 | 0.875 | bicubic | -11.672 | -7.502 | -4 |
843 | hrnet_w32.ms_in1k | 66.780 | 33.220 | 87.290 | 12.710 | 41.23 | 224 | 0.875 | bilinear | -11.662 | -6.900 | 0 |
844 | resnet50.am_in1k | 66.780 | 33.220 | 86.740 | 13.260 | 25.56 | 224 | 0.875 | bicubic | -12.222 | -7.658 | -42 |
845 | tf_mixnet_l.in1k | 66.780 | 33.220 | 86.480 | 13.520 | 7.33 | 224 | 0.875 | bicubic | -11.996 | -7.522 | -26 |
846 | seresnext26t_32x4d.bt_in1k | 66.770 | 33.230 | 86.720 | 13.280 | 16.81 | 288 | 0.950 | bicubic | -11.974 | -7.592 | -25 |
847 | hrnet_w18.ms_aug_in1k | 66.760 | 33.240 | 87.480 | 12.520 | 21.30 | 224 | 0.950 | bilinear | -11.362 | -6.574 | +22 |
848 | repvit_m1.dist_in1k | 66.760 | 33.240 | 87.180 | 12.820 | 5.49 | 224 | 0.950 | bicubic | -11.778 | -6.890 | -15 |
849 | hrnet_w30.ms_in1k | 66.760 | 33.240 | 86.790 | 13.210 | 37.71 | 224 | 0.875 | bilinear | -11.436 | -7.432 | +14 |
850 | selecsls60b.in1k | 66.750 | 33.250 | 86.540 | 13.460 | 32.77 | 224 | 0.875 | bicubic | -11.662 | -7.628 | -1 |
851 | vit_small_patch16_224.augreg_in1k | 66.690 | 33.310 | 86.720 | 13.280 | 22.05 | 224 | 0.900 | bicubic | -12.158 | -7.568 | -41 |
852 | tf_efficientnetv2_b0.in1k | 66.690 | 33.310 | 86.700 | 13.300 | 7.14 | 224 | 0.875 | bicubic | -11.668 | -7.314 | +2 |
853 | wide_resnet101_2.tv_in1k | 66.680 | 33.320 | 87.030 | 12.970 | 126.89 | 224 | 0.875 | bilinear | -12.162 | -7.252 | -42 |
854 | seresnext26d_32x4d.bt_in1k | 66.680 | 33.320 | 86.830 | 13.170 | 16.81 | 288 | 0.950 | bicubic | -12.134 | -7.410 | -39 |
855 | dla60_res2next.in1k | 66.660 | 33.340 | 87.020 | 12.980 | 17.03 | 224 | 0.875 | bilinear | -11.780 | -7.124 | -11 |
856 | wide_resnet50_2.tv_in1k | 66.650 | 33.350 | 86.800 | 13.200 | 68.88 | 224 | 0.875 | bilinear | -11.826 | -7.288 | -15 |
857 | inception_v3.tf_adv_in1k | 66.630 | 33.370 | 86.580 | 13.420 | 23.83 | 299 | 0.875 | bicubic | -10.962 | -7.150 | +42 |
858 | mobilevitv2_100.cvnets_in1k | 66.610 | 33.390 | 87.020 | 12.980 | 4.90 | 256 | 0.888 | bicubic | -11.470 | -7.150 | +13 |
859 | vit_tiny_patch16_384.augreg_in21k_ft_in1k | 66.590 | 33.410 | 87.250 | 12.750 | 5.79 | 384 | 1.000 | bicubic | -11.834 | -7.292 | -12 |
860 | cs3darknet_m.c2ns_in1k | 66.580 | 33.420 | 87.180 | 12.820 | 9.31 | 288 | 0.950 | bicubic | -11.054 | -6.836 | +37 |
861 | levit_128.fb_dist_in1k | 66.560 | 33.440 | 86.740 | 13.260 | 9.21 | 224 | 0.900 | bicubic | -11.930 | -7.272 | -22 |
862 | levit_conv_128.fb_dist_in1k | 66.550 | 33.450 | 86.730 | 13.270 | 9.21 | 224 | 0.900 | bicubic | -11.944 | -7.278 | -25 |
863 | tf_efficientnet_b1.in1k | 66.540 | 33.460 | 86.700 | 13.300 | 7.79 | 240 | 0.882 | bicubic | -12.022 | -7.394 | -31 |
864 | resnet50c.gluon_in1k | 66.540 | 33.460 | 86.170 | 13.830 | 25.58 | 224 | 0.875 | bicubic | -11.466 | -7.822 | +13 |
865 | dla102.in1k | 66.530 | 33.470 | 86.910 | 13.090 | 33.27 | 224 | 0.875 | bilinear | -11.494 | -7.024 | +10 |
866 | hrnet_w18_small_v2.gluon_in1k | 66.510 | 33.490 | 86.500 | 13.500 | 15.60 | 224 | 0.875 | bicubic | -11.680 | -7.402 | -3 |
867 | mobileone_s3.apple_in1k | 66.500 | 33.500 | 86.370 | 13.630 | 10.17 | 224 | 0.900 | bilinear | -11.492 | -7.544 | +12 |
868 | vit_base_patch16_224.augreg_in1k | 66.480 | 33.520 | 86.260 | 13.740 | 86.57 | 224 | 0.900 | bicubic | -12.674 | -7.830 | -76 |
869 | vit_base_patch32_384.augreg_in1k | 66.430 | 33.570 | 86.960 | 13.040 | 88.30 | 384 | 1.000 | bicubic | -12.326 | -7.266 | -50 |
870 | gmixer_24_224.ra3_in1k | 66.430 | 33.570 | 86.160 | 13.840 | 24.72 | 224 | 0.875 | bicubic | -11.596 | -7.508 | +5 |
871 | inception_v3.tf_in1k | 66.420 | 33.580 | 86.680 | 13.320 | 23.83 | 299 | 0.875 | bicubic | -11.436 | -7.186 | +17 |
872 | bat_resnext26ts.ch_in1k | 66.390 | 33.610 | 86.860 | 13.140 | 10.73 | 256 | 0.900 | bicubic | -11.862 | -7.238 | -14 |
873 | hardcorenas_f.miil_green_in1k | 66.360 | 33.640 | 86.190 | 13.810 | 8.20 | 224 | 0.875 | bilinear | -11.736 | -7.612 | -3 |
874 | seresnext26ts.ch_in1k | 66.320 | 33.680 | 86.700 | 13.300 | 10.39 | 288 | 1.000 | bicubic | -11.950 | -7.392 | -17 |
875 | coat_lite_tiny.in1k | 66.290 | 33.710 | 86.960 | 13.040 | 5.72 | 224 | 0.900 | bicubic | -11.230 | -6.962 | +27 |
876 | eca_resnext26ts.ch_in1k | 66.270 | 33.730 | 86.410 | 13.590 | 10.30 | 288 | 1.000 | bicubic | -11.730 | -7.516 | +2 |
877 | legacy_seresnet50.in1k | 66.250 | 33.750 | 86.300 | 13.700 | 28.09 | 224 | 0.875 | bilinear | -11.394 | -7.458 | +18 |
878 | efficientnet_b0.ra_in1k | 66.250 | 33.750 | 85.970 | 14.030 | 5.29 | 224 | 0.875 | bicubic | -11.444 | -7.562 | +17 |
879 | cs3darknet_focus_m.c2ns_in1k | 66.240 | 33.760 | 87.080 | 12.920 | 9.30 | 288 | 0.950 | bicubic | -11.044 | -6.886 | +39 |
880 | selecsls60.in1k | 66.220 | 33.780 | 86.330 | 13.670 | 30.67 | 224 | 0.875 | bicubic | -11.768 | -7.500 | 0 |
881 | tf_efficientnet_cc_b0_8e.in1k | 66.220 | 33.780 | 86.230 | 13.770 | 24.01 | 224 | 0.875 | bicubic | -11.684 | -7.432 | +4 |
882 | res2net50_26w_4s.in1k | 66.150 | 33.850 | 86.610 | 13.390 | 25.70 | 224 | 0.875 | bilinear | -11.800 | -7.242 | 0 |
883 | tf_efficientnet_em.in1k | 66.150 | 33.850 | 86.360 | 13.640 | 6.90 | 240 | 0.882 | bicubic | -11.976 | -7.688 | -16 |
884 | resnext50_32x4d.tv_in1k | 66.150 | 33.850 | 86.040 | 13.960 | 25.03 | 224 | 0.875 | bilinear | -11.472 | -7.656 | +15 |
885 | densenetblur121d.ra_in1k | 66.140 | 33.860 | 86.600 | 13.400 | 8.00 | 288 | 0.950 | bicubic | -11.182 | -7.188 | +28 |
886 | resmlp_12_224.fb_distilled_in1k | 66.120 | 33.880 | 86.620 | 13.380 | 15.35 | 224 | 0.875 | bicubic | -11.834 | -6.940 | -5 |
887 | inception_v3.tv_in1k | 66.110 | 33.890 | 86.320 | 13.680 | 23.83 | 299 | 0.875 | bicubic | -11.324 | -7.154 | +22 |
888 | resnet50.a3_in1k | 66.110 | 33.890 | 85.820 | 14.180 | 25.56 | 224 | 0.950 | bicubic | -11.938 | -7.960 | -15 |
889 | ghostnetv2_160.in1k | 66.080 | 33.920 | 86.730 | 13.270 | 12.39 | 224 | 0.875 | bicubic | -11.752 | -7.210 | 0 |
890 | resnet26t.ra2_in1k | 66.080 | 33.920 | 86.670 | 13.330 | 16.01 | 320 | 1.000 | bicubic | -12.248 | -7.454 | -37 |
891 | regnety_016.pycls_in1k | 66.080 | 33.920 | 86.370 | 13.630 | 11.20 | 224 | 0.875 | bicubic | -11.788 | -7.348 | -4 |
892 | efficientnet_b1_pruned.in1k | 66.070 | 33.930 | 86.550 | 13.450 | 6.33 | 240 | 0.882 | bicubic | -12.170 | -7.284 | -32 |
893 | gcresnext26ts.ch_in1k | 66.040 | 33.960 | 86.750 | 13.250 | 10.48 | 288 | 1.000 | bicubic | -12.374 | -7.286 | -45 |
894 | resnet50.gluon_in1k | 66.030 | 33.970 | 86.270 | 13.730 | 25.56 | 224 | 0.875 | bicubic | -11.552 | -7.450 | +7 |
895 | rexnet_100.nav_in1k | 66.020 | 33.980 | 86.490 | 13.510 | 4.80 | 224 | 0.875 | bicubic | -11.836 | -7.150 | -8 |
896 | tinynet_a.in1k | 66.020 | 33.980 | 85.780 | 14.220 | 6.19 | 192 | 0.875 | bicubic | -11.628 | -7.760 | -1 |
897 | res2net50_14w_8s.in1k | 66.000 | 34.000 | 86.230 | 13.770 | 25.06 | 224 | 0.875 | bilinear | -12.158 | -7.616 | -30 |
898 | poolformerv2_s12.sail_in1k | 65.890 | 34.110 | 86.510 | 13.490 | 11.89 | 224 | 1.000 | bicubic | -12.112 | -7.354 | -21 |
899 | resnet34.a2_in1k | 65.870 | 34.130 | 86.140 | 13.860 | 21.80 | 288 | 1.000 | bicubic | -11.288 | -7.134 | +26 |
900 | densenet161.tv_in1k | 65.850 | 34.150 | 86.460 | 13.540 | 28.68 | 224 | 0.875 | bicubic | -11.508 | -7.182 | +12 |
901 | res2next50.in1k | 65.850 | 34.150 | 85.830 | 14.170 | 24.67 | 224 | 0.875 | bilinear | -12.392 | -8.062 | -42 |
902 | convnextv2_atto.fcmae_ft_in1k | 65.840 | 34.160 | 86.170 | 13.830 | 3.71 | 288 | 0.950 | bicubic | -11.920 | -7.556 | -10 |
903 | hardcorenas_e.miil_green_in1k | 65.830 | 34.170 | 85.970 | 14.030 | 8.07 | 224 | 0.875 | bilinear | -11.960 | -7.730 | -12 |
904 | repvgg_b1g4.rvgg_in1k | 65.820 | 34.180 | 86.110 | 13.890 | 39.97 | 224 | 0.875 | bilinear | -11.768 | -7.726 | -4 |
905 | regnetx_008.tv2_in1k | 65.810 | 34.190 | 86.210 | 13.790 | 7.26 | 224 | 0.965 | bicubic | -11.496 | -7.454 | +10 |
906 | xcit_tiny_12_p16_224.fb_in1k | 65.790 | 34.210 | 86.220 | 13.780 | 6.72 | 224 | 1.000 | bicubic | -11.350 | -7.496 | +20 |
907 | ese_vovnet19b_dw.ra_in1k | 65.770 | 34.230 | 86.470 | 13.530 | 6.54 | 288 | 0.950 | bicubic | -11.974 | -7.314 | -14 |
908 | mobilenetv3_large_100.miil_in21k_ft_in1k | 65.770 | 34.230 | 85.180 | 14.820 | 5.48 | 224 | 0.875 | bilinear | -12.150 | -7.734 | -25 |
909 | skresnet34.ra_in1k | 65.740 | 34.260 | 85.950 | 14.050 | 22.28 | 224 | 0.875 | bicubic | -11.170 | -7.194 | +29 |
910 | resnet101.tv_in1k | 65.710 | 34.290 | 85.990 | 14.010 | 44.55 | 224 | 0.875 | bilinear | -11.670 | -7.556 | +1 |
911 | convnext_tiny.fb_in22k_ft_in1k | 65.650 | 34.350 | 86.620 | 13.380 | 28.59 | 288 | 1.000 | bicubic | -13.248 | -8.054 | -103 |
912 | hardcorenas_d.miil_green_in1k | 65.650 | 34.350 | 85.450 | 14.550 | 7.50 | 224 | 0.875 | bilinear | -11.784 | -8.040 | -4 |
913 | poolformer_s12.sail_in1k | 65.630 | 34.370 | 86.210 | 13.790 | 11.92 | 224 | 0.900 | bicubic | -11.610 | -7.322 | +7 |
914 | dpn68b.mx_in1k | 65.620 | 34.380 | 85.950 | 14.050 | 12.61 | 224 | 0.875 | bicubic | -11.898 | -7.902 | -11 |
915 | selecsls42b.in1k | 65.620 | 34.380 | 85.840 | 14.160 | 32.46 | 224 | 0.875 | bicubic | -11.550 | -7.552 | +9 |
916 | convnext_atto_ols.a2_in1k | 65.600 | 34.400 | 86.260 | 13.740 | 3.70 | 288 | 0.950 | bicubic | -11.616 | -7.416 | +5 |
917 | fastvit_t8.apple_dist_in1k | 65.550 | 34.450 | 86.160 | 13.840 | 4.03 | 256 | 0.900 | bicubic | -11.626 | -7.138 | +6 |
918 | tf_efficientnet_b0.ap_in1k | 65.500 | 34.500 | 85.570 | 14.430 | 5.29 | 224 | 0.875 | bicubic | -11.590 | -7.692 | +10 |
919 | mobileone_s2.apple_in1k | 65.440 | 34.560 | 85.950 | 14.050 | 7.88 | 224 | 0.900 | bilinear | -12.076 | -7.718 | -15 |
920 | tf_efficientnet_lite2.in1k | 65.400 | 34.600 | 86.020 | 13.980 | 6.09 | 260 | 0.890 | bicubic | -12.062 | -7.732 | -14 |
921 | convmixer_1024_20_ks9_p14.in1k | 65.390 | 34.610 | 85.610 | 14.390 | 24.38 | 224 | 0.960 | bicubic | -11.546 | -7.740 | +15 |
922 | res2net50_48w_2s.in1k | 65.350 | 34.650 | 85.950 | 14.050 | 25.29 | 224 | 0.875 | bilinear | -12.164 | -7.600 | -17 |
923 | resnet26d.bt_in1k | 65.340 | 34.660 | 86.000 | 14.000 | 16.01 | 288 | 0.950 | bicubic | -12.068 | -7.638 | -13 |
924 | densenet201.tv_in1k | 65.270 | 34.730 | 85.670 | 14.330 | 20.01 | 224 | 0.875 | bicubic | -12.016 | -7.810 | -7 |
925 | dla60.in1k | 65.220 | 34.780 | 85.760 | 14.240 | 22.04 | 224 | 0.875 | bilinear | -11.826 | -7.558 | +6 |
926 | seresnet50.a3_in1k | 65.190 | 34.810 | 85.300 | 14.700 | 28.09 | 224 | 0.950 | bicubic | -11.836 | -7.772 | +6 |
927 | crossvit_9_dagger_240.in1k | 65.170 | 34.830 | 86.570 | 13.430 | 8.78 | 240 | 0.875 | bicubic | -11.808 | -7.048 | +7 |
928 | gernet_s.idstcv_in1k | 65.150 | 34.850 | 85.530 | 14.470 | 8.17 | 224 | 0.875 | bilinear | -11.760 | -7.786 | +11 |
929 | tf_efficientnet_cc_b0_4e.in1k | 65.150 | 34.850 | 85.140 | 14.860 | 13.31 | 224 | 0.875 | bicubic | -12.152 | -8.196 | -13 |
930 | mobilenetv2_120d.ra_in1k | 65.060 | 34.940 | 85.990 | 14.010 | 5.83 | 224 | 0.875 | bicubic | -12.248 | -7.512 | -16 |
931 | legacy_seresnext26_32x4d.in1k | 65.040 | 34.960 | 85.630 | 14.370 | 16.79 | 224 | 0.875 | bicubic | -12.068 | -7.684 | -4 |
932 | resnet34.bt_in1k | 64.940 | 35.060 | 86.210 | 13.790 | 21.80 | 288 | 0.950 | bicubic | -11.540 | -7.144 | +21 |
933 | convnext_atto.d2_in1k | 64.920 | 35.080 | 86.230 | 13.770 | 3.70 | 288 | 0.950 | bicubic | -12.088 | -7.472 | 0 |
934 | hrnet_w18.ms_in1k | 64.920 | 35.080 | 85.730 | 14.270 | 21.30 | 224 | 0.875 | bilinear | -11.832 | -7.714 | +8 |
935 | resnext26ts.ra2_in1k | 64.900 | 35.100 | 85.710 | 14.290 | 10.30 | 288 | 1.000 | bicubic | -12.278 | -7.754 | -13 |
936 | efficientvit_m5.r224_in1k | 64.890 | 35.110 | 85.390 | 14.610 | 12.47 | 224 | 0.875 | bicubic | -12.168 | -7.794 | -6 |
937 | hardcorenas_c.miil_green_in1k | 64.870 | 35.130 | 85.250 | 14.750 | 5.52 | 224 | 0.875 | bilinear | -12.196 | -7.912 | -8 |
938 | repghostnet_150.in1k | 64.830 | 35.170 | 85.880 | 14.120 | 6.58 | 224 | 0.875 | bicubic | -12.630 | -7.630 | -31 |
939 | efficientformerv2_s0.snap_dist_in1k | 64.800 | 35.200 | 85.650 | 14.350 | 3.60 | 224 | 0.950 | bicubic | -11.314 | -7.208 | +23 |
940 | densenet169.tv_in1k | 64.790 | 35.210 | 85.250 | 14.750 | 14.15 | 224 | 0.875 | bicubic | -11.110 | -7.778 | +27 |
941 | fastvit_t8.apple_in1k | 64.730 | 35.270 | 85.680 | 14.320 | 4.03 | 256 | 0.900 | bicubic | -11.444 | -7.372 | +19 |
942 | ghostnetv2_130.in1k | 64.720 | 35.280 | 85.420 | 14.580 | 8.96 | 224 | 0.875 | bicubic | -12.036 | -7.942 | -1 |
943 | mixnet_m.ft_in1k | 64.670 | 35.330 | 85.460 | 14.540 | 5.01 | 224 | 0.875 | bicubic | -12.590 | -7.958 | -24 |
944 | xcit_nano_12_p8_224.fb_dist_in1k | 64.610 | 35.390 | 85.990 | 14.010 | 3.05 | 224 | 1.000 | bicubic | -11.722 | -7.108 | +14 |
945 | levit_128s.fb_dist_in1k | 64.590 | 35.410 | 84.730 | 15.270 | 7.78 | 224 | 0.900 | bicubic | -11.936 | -8.142 | +4 |
946 | levit_conv_128s.fb_dist_in1k | 64.590 | 35.410 | 84.730 | 15.270 | 7.78 | 224 | 0.900 | bicubic | -11.930 | -8.136 | +4 |
947 | repvgg_a2.rvgg_in1k | 64.470 | 35.530 | 85.140 | 14.860 | 28.21 | 224 | 0.875 | bilinear | -11.988 | -7.862 | +7 |
948 | xcit_nano_12_p16_384.fb_dist_in1k | 64.420 | 35.580 | 85.300 | 14.700 | 3.05 | 384 | 1.000 | bicubic | -11.038 | -7.398 | +31 |
949 | hardcorenas_b.miil_green_in1k | 64.390 | 35.610 | 84.880 | 15.120 | 5.18 | 224 | 0.875 | bilinear | -12.158 | -7.882 | -2 |
950 | regnetx_016.pycls_in1k | 64.380 | 35.620 | 85.470 | 14.530 | 9.19 | 224 | 0.875 | bicubic | -12.544 | -7.946 | -13 |
951 | tf_efficientnet_lite1.in1k | 64.370 | 35.630 | 85.460 | 14.540 | 5.42 | 240 | 0.882 | bicubic | -12.274 | -7.764 | -7 |
952 | resmlp_12_224.fb_in1k | 64.350 | 35.650 | 85.590 | 14.410 | 15.35 | 224 | 0.875 | bicubic | -12.298 | -7.588 | -9 |
953 | tf_efficientnet_b0.aa_in1k | 64.300 | 35.700 | 85.280 | 14.720 | 5.29 | 224 | 0.875 | bicubic | -12.544 | -7.938 | -13 |
954 | tf_mixnet_m.in1k | 64.260 | 35.740 | 85.100 | 14.900 | 5.01 | 224 | 0.875 | bicubic | -12.694 | -8.054 | -19 |
955 | densenet121.ra_in1k | 64.250 | 35.750 | 85.820 | 14.180 | 7.98 | 288 | 0.950 | bicubic | -12.250 | -7.548 | -3 |
956 | resnet26.bt_in1k | 64.200 | 35.800 | 85.210 | 14.790 | 16.00 | 288 | 0.950 | bicubic | -12.166 | -7.970 | 0 |
957 | tf_efficientnet_es.in1k | 64.200 | 35.800 | 84.740 | 15.260 | 5.44 | 224 | 0.875 | bicubic | -12.398 | -8.462 | -11 |
958 | regnety_008.pycls_in1k | 64.140 | 35.860 | 85.240 | 14.760 | 6.26 | 224 | 0.875 | bicubic | -12.162 | -7.822 | +1 |
959 | dpn68.mx_in1k | 64.120 | 35.880 | 85.080 | 14.920 | 12.61 | 224 | 0.875 | bicubic | -12.226 | -7.928 | -2 |
960 | vit_small_patch32_224.augreg_in21k_ft_in1k | 64.090 | 35.910 | 85.550 | 14.450 | 22.88 | 224 | 0.900 | bicubic | -11.904 | -7.250 | +3 |
961 | mobilenetv2_140.ra_in1k | 64.070 | 35.930 | 85.030 | 14.970 | 6.11 | 224 | 0.875 | bicubic | -12.446 | -7.958 | -10 |
962 | repghostnet_130.in1k | 63.960 | 36.040 | 84.840 | 15.160 | 5.48 | 224 | 0.875 | bicubic | -12.416 | -8.052 | -7 |
963 | hardcorenas_a.miil_green_in1k | 63.720 | 36.280 | 84.410 | 15.590 | 5.26 | 224 | 0.875 | bilinear | -12.218 | -8.098 | +3 |
964 | resnest14d.gluon_in1k | 63.620 | 36.380 | 84.230 | 15.770 | 10.61 | 224 | 0.875 | bilinear | -11.888 | -8.278 | +12 |
965 | regnety_004.tv2_in1k | 63.600 | 36.400 | 84.860 | 15.140 | 4.34 | 224 | 0.965 | bicubic | -11.994 | -7.840 | +9 |
966 | mobilevitv2_075.cvnets_in1k | 63.590 | 36.410 | 84.950 | 15.050 | 2.87 | 256 | 0.888 | bicubic | -12.018 | -7.794 | +7 |
967 | tf_mixnet_s.in1k | 63.580 | 36.420 | 84.260 | 15.740 | 4.13 | 224 | 0.875 | bicubic | -12.072 | -8.380 | +4 |
968 | tf_efficientnet_b0.in1k | 63.520 | 36.480 | 84.870 | 15.130 | 5.29 | 224 | 0.875 | bicubic | -13.010 | -8.138 | -20 |
969 | mixnet_s.ft_in1k | 63.390 | 36.610 | 84.720 | 15.280 | 4.13 | 224 | 0.875 | bicubic | -12.604 | -8.550 | -5 |
970 | mobilenetv3_large_100.ra_in1k | 63.380 | 36.620 | 84.080 | 15.920 | 5.48 | 224 | 0.875 | bicubic | -12.386 | -8.458 | -1 |
971 | vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 63.340 | 36.660 | 85.270 | 14.730 | 6.36 | 384 | 1.000 | bicubic | -12.620 | -7.992 | -6 |
972 | resnet50.tv_in1k | 63.330 | 36.670 | 84.670 | 15.330 | 25.56 | 224 | 0.875 | bilinear | -12.798 | -8.188 | -11 |
973 | efficientnet_es_pruned.in1k | 63.310 | 36.690 | 84.950 | 15.050 | 5.44 | 224 | 0.875 | bicubic | -11.696 | -7.494 | +16 |
974 | mixer_b16_224.goog_in21k_ft_in1k | 63.290 | 36.710 | 83.340 | 16.660 | 59.88 | 224 | 0.875 | bicubic | -13.312 | -8.884 | -29 |
975 | mobilenetv3_rw.rmsp_in1k | 63.240 | 36.760 | 84.520 | 15.480 | 5.48 | 224 | 0.875 | bicubic | -12.380 | -8.184 | -4 |
976 | efficientnet_lite0.ra_in1k | 63.240 | 36.760 | 84.410 | 15.590 | 4.65 | 224 | 0.875 | bicubic | -12.242 | -8.110 | +2 |
977 | mobileone_s1.apple_in1k | 63.200 | 36.800 | 84.210 | 15.790 | 4.83 | 224 | 0.900 | bilinear | -12.586 | -8.582 | -9 |
978 | semnasnet_100.rmsp_in1k | 63.160 | 36.840 | 84.540 | 15.460 | 3.89 | 224 | 0.875 | bicubic | -12.290 | -8.058 | +2 |
979 | vit_tiny_patch16_224.augreg_in21k_ft_in1k | 63.130 | 36.870 | 84.870 | 15.130 | 5.72 | 224 | 0.900 | bicubic | -12.332 | -7.974 | -1 |
980 | regnety_006.pycls_in1k | 63.090 | 36.910 | 84.240 | 15.760 | 6.06 | 224 | 0.875 | bicubic | -12.178 | -8.286 | +1 |
981 | pit_ti_distilled_224.in1k | 63.020 | 36.980 | 83.810 | 16.190 | 5.10 | 224 | 0.900 | bicubic | -11.236 | -8.142 | +22 |
982 | densenet121.tv_in1k | 62.940 | 37.060 | 84.250 | 15.750 | 7.98 | 224 | 0.875 | bicubic | -11.824 | -7.904 | +12 |
983 | mobilevit_xs.cvnets_in1k | 62.930 | 37.070 | 84.830 | 15.170 | 2.32 | 256 | 0.900 | bicubic | -11.704 | -7.518 | +14 |
984 | ghostnetv2_100.in1k | 62.900 | 37.100 | 84.090 | 15.910 | 6.16 | 224 | 0.875 | bicubic | -12.266 | -8.264 | -2 |
985 | legacy_seresnet34.in1k | 62.890 | 37.110 | 84.230 | 15.770 | 21.96 | 224 | 0.875 | bilinear | -11.912 | -7.896 | +8 |
986 | hrnet_w18_small_v2.ms_in1k | 62.830 | 37.170 | 83.970 | 16.030 | 15.60 | 224 | 0.875 | bilinear | -12.280 | -8.446 | -1 |
987 | edgenext_x_small.in1k | 62.810 | 37.190 | 84.670 | 15.330 | 2.34 | 288 | 1.000 | bicubic | -12.878 | -8.096 | -17 |
988 | mobilenetv2_110d.ra_in1k | 62.810 | 37.190 | 84.480 | 15.520 | 4.52 | 224 | 0.875 | bicubic | -12.244 | -7.704 | -1 |
989 | deit_tiny_distilled_patch16_224.fb_in1k | 62.790 | 37.210 | 83.930 | 16.070 | 5.91 | 224 | 0.900 | bicubic | -11.714 | -7.960 | +11 |
990 | resnet18.fb_swsl_ig1b_ft_in1k | 62.750 | 37.250 | 84.300 | 15.700 | 11.69 | 224 | 0.875 | bilinear | -10.538 | -7.430 | +30 |
991 | tinynet_b.in1k | 62.720 | 37.280 | 84.220 | 15.780 | 3.73 | 188 | 0.875 | bicubic | -12.258 | -7.966 | -1 |
992 | repvgg_b0.rvgg_in1k | 62.710 | 37.290 | 83.880 | 16.120 | 15.82 | 224 | 0.875 | bilinear | -12.434 | -8.536 | -9 |
993 | tf_efficientnet_lite0.in1k | 62.580 | 37.420 | 84.230 | 15.770 | 4.65 | 224 | 0.875 | bicubic | -12.252 | -7.940 | -1 |
994 | xcit_nano_12_p8_224.fb_in1k | 62.560 | 37.440 | 84.210 | 15.790 | 3.05 | 224 | 1.000 | bicubic | -11.350 | -7.958 | +17 |
995 | resnet34.gluon_in1k | 62.540 | 37.460 | 84.000 | 16.000 | 21.80 | 224 | 0.875 | bicubic | -12.040 | -7.982 | +4 |
996 | regnetx_008.pycls_in1k | 62.490 | 37.510 | 84.020 | 15.980 | 7.26 | 224 | 0.875 | bicubic | -12.538 | -8.318 | -9 |
997 | dla34.in1k | 62.490 | 37.510 | 83.930 | 16.070 | 15.74 | 224 | 0.875 | bilinear | -12.150 | -8.136 | 0 |
998 | fbnetc_100.rmsp_in1k | 62.450 | 37.550 | 83.370 | 16.630 | 5.57 | 224 | 0.875 | bilinear | -12.680 | -9.018 | -14 |
999 | tf_mobilenetv3_large_100.in1k | 62.440 | 37.560 | 83.950 | 16.050 | 5.48 | 224 | 0.875 | bilinear | -13.076 | -8.644 | -24 |
1000 | crossvit_9_240.in1k | 62.250 | 37.750 | 84.240 | 15.760 | 8.55 | 240 | 0.875 | bicubic | -11.710 | -7.722 | +8 |
1001 | repghostnet_111.in1k | 62.250 | 37.750 | 83.880 | 16.120 | 4.54 | 224 | 0.875 | bicubic | -12.806 | -8.312 | -15 |
1002 | crossvit_tiny_240.in1k | 62.080 | 37.920 | 83.610 | 16.390 | 7.01 | 240 | 0.875 | bicubic | -11.260 | -8.298 | +16 |
1003 | regnetx_004_tv.tv2_in1k | 62.060 | 37.940 | 83.770 | 16.230 | 5.50 | 224 | 0.965 | bicubic | -12.540 | -8.400 | -5 |
1004 | resnet18d.ra2_in1k | 62.000 | 38.000 | 83.790 | 16.210 | 11.71 | 288 | 0.950 | bicubic | -11.794 | -8.048 | +9 |
1005 | repvgg_a1.rvgg_in1k | 61.970 | 38.030 | 83.040 | 16.960 | 14.09 | 224 | 0.875 | bilinear | -12.492 | -8.816 | -4 |
1006 | efficientvit_m4.r224_in1k | 61.950 | 38.050 | 83.580 | 16.420 | 8.80 | 224 | 0.875 | bicubic | -12.418 | -8.400 | -4 |
1007 | mnasnet_100.rmsp_in1k | 61.920 | 38.080 | 83.700 | 16.300 | 4.38 | 224 | 0.875 | bicubic | -12.732 | -8.422 | -12 |
1008 | vgg19_bn.tv_in1k | 61.870 | 38.130 | 83.450 | 16.550 | 143.68 | 224 | 0.875 | bilinear | -12.346 | -8.394 | -4 |
1009 | regnety_004.pycls_in1k | 61.840 | 38.160 | 83.410 | 16.590 | 4.34 | 224 | 0.875 | bicubic | -12.186 | -8.338 | -2 |
1010 | convit_tiny.fb_in1k | 61.590 | 38.410 | 84.090 | 15.910 | 5.71 | 224 | 0.875 | bicubic | -11.522 | -7.622 | +12 |
1011 | resnet18.a1_in1k | 61.580 | 38.420 | 82.470 | 17.530 | 11.69 | 288 | 1.000 | bicubic | -11.578 | -8.556 | +10 |
1012 | resnet34.a3_in1k | 61.490 | 38.510 | 82.610 | 17.390 | 21.80 | 224 | 0.950 | bicubic | -11.480 | -8.496 | +13 |
1013 | resnet18.fb_ssl_yfcc100m_ft_in1k | 61.480 | 38.520 | 83.330 | 16.670 | 11.69 | 224 | 0.875 | bilinear | -11.118 | -8.086 | +15 |
1014 | repghostnet_100.in1k | 61.380 | 38.620 | 82.750 | 17.250 | 4.07 | 224 | 0.875 | bicubic | -12.826 | -8.792 | -9 |
1015 | regnetx_006.pycls_in1k | 61.360 | 38.640 | 83.450 | 16.550 | 6.20 | 224 | 0.875 | bicubic | -12.508 | -8.228 | -3 |
1016 | hrnet_w18_small.gluon_in1k | 61.290 | 38.710 | 82.280 | 17.720 | 13.19 | 224 | 0.875 | bicubic | -12.630 | -8.914 | -6 |
1017 | ghostnet_100.in1k | 61.250 | 38.750 | 82.300 | 17.700 | 5.18 | 224 | 0.875 | bicubic | -12.708 | -9.232 | -8 |
1018 | spnasnet_100.rmsp_in1k | 61.240 | 38.760 | 82.760 | 17.240 | 4.42 | 224 | 0.875 | bilinear | -12.854 | -9.060 | -12 |
1019 | resnet34.tv_in1k | 61.200 | 38.800 | 82.740 | 17.260 | 21.80 | 224 | 0.875 | bilinear | -12.106 | -8.680 | 0 |
1020 | vit_base_patch32_224.augreg_in1k | 61.040 | 38.960 | 82.730 | 17.270 | 88.22 | 224 | 0.900 | bicubic | -13.854 | -9.048 | -29 |
1021 | efficientvit_m3.r224_in1k | 61.010 | 38.990 | 83.200 | 16.800 | 6.90 | 224 | 0.875 | bicubic | -12.364 | -8.148 | -5 |
1022 | pit_ti_224.in1k | 60.960 | 39.040 | 83.850 | 16.150 | 4.85 | 224 | 0.900 | bicubic | -11.950 | -7.554 | +5 |
1023 | skresnet18.ra_in1k | 60.850 | 39.150 | 82.850 | 17.150 | 11.96 | 224 | 0.875 | bicubic | -12.184 | -8.322 | 0 |
1024 | vgg16_bn.tv_in1k | 60.770 | 39.230 | 82.960 | 17.040 | 138.37 | 224 | 0.875 | bilinear | -12.600 | -8.554 | -7 |
1025 | semnasnet_075.rmsp_in1k | 60.720 | 39.280 | 82.540 | 17.460 | 2.91 | 224 | 0.875 | bicubic | -12.284 | -8.600 | -1 |
1026 | tf_mobilenetv3_large_075.in1k | 60.380 | 39.620 | 81.970 | 18.030 | 3.99 | 224 | 0.875 | bilinear | -13.050 | -9.382 | -11 |
1027 | xcit_nano_12_p16_224.fb_dist_in1k | 60.220 | 39.780 | 82.490 | 17.510 | 3.05 | 224 | 1.000 | bicubic | -12.090 | -8.370 | +7 |
1028 | resnet18.a2_in1k | 60.200 | 39.800 | 81.840 | 18.160 | 11.69 | 288 | 1.000 | bicubic | -12.172 | -8.756 | +4 |
1029 | mobilenetv2_100.ra_in1k | 60.150 | 39.850 | 82.190 | 17.810 | 3.50 | 224 | 0.875 | bicubic | -12.818 | -8.826 | -3 |
1030 | vit_base_patch32_224.sam_in1k | 59.990 | 40.010 | 81.220 | 18.780 | 88.22 | 224 | 0.900 | bicubic | -13.704 | -9.794 | -16 |
1031 | deit_tiny_patch16_224.fb_in1k | 59.800 | 40.200 | 82.660 | 17.340 | 5.72 | 224 | 0.900 | bicubic | -12.370 | -8.456 | +7 |
1032 | legacy_seresnet18.in1k | 59.790 | 40.210 | 81.680 | 18.320 | 11.78 | 224 | 0.875 | bicubic | -11.970 | -8.652 | +11 |
1033 | repvgg_a0.rvgg_in1k | 59.760 | 40.240 | 81.250 | 18.750 | 9.11 | 224 | 0.875 | bilinear | -12.648 | -9.242 | -4 |
1034 | vgg19.tv_in1k | 59.710 | 40.290 | 81.460 | 18.540 | 143.67 | 224 | 0.875 | bilinear | -12.668 | -9.414 | -3 |
1035 | edgenext_xx_small.in1k | 59.410 | 40.590 | 81.840 | 18.160 | 1.33 | 288 | 1.000 | bicubic | -12.468 | -8.712 | +6 |
1036 | regnetx_004.pycls_in1k | 59.380 | 40.620 | 81.740 | 18.260 | 5.16 | 224 | 0.875 | bicubic | -13.022 | -9.086 | -6 |
1037 | vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 59.080 | 40.920 | 81.760 | 18.240 | 6.34 | 224 | 0.900 | bicubic | -12.718 | -9.064 | +4 |
1038 | tf_mobilenetv3_large_minimal_100.in1k | 59.080 | 40.920 | 81.130 | 18.870 | 3.92 | 224 | 0.875 | bilinear | -13.184 | -9.510 | -2 |
1039 | repghostnet_080.in1k | 59.060 | 40.940 | 81.160 | 18.840 | 3.28 | 224 | 0.875 | bicubic | -13.152 | -9.324 | -2 |
1040 | hrnet_w18_small.ms_in1k | 58.960 | 41.040 | 81.340 | 18.660 | 13.19 | 224 | 0.875 | bilinear | -13.376 | -9.340 | -7 |
1041 | vgg13_bn.tv_in1k | 58.960 | 41.040 | 81.090 | 18.910 | 133.05 | 224 | 0.875 | bilinear | -12.628 | -9.288 | +4 |
1042 | lcnet_100.ra2_in1k | 58.920 | 41.080 | 81.200 | 18.800 | 2.95 | 224 | 0.875 | bicubic | -13.182 | -9.154 | -3 |
1043 | vgg16.tv_in1k | 58.840 | 41.160 | 81.660 | 18.340 | 138.36 | 224 | 0.875 | bilinear | -12.752 | -8.724 | +1 |
1044 | pvt_v2_b0.in1k | 58.770 | 41.230 | 82.120 | 17.880 | 3.67 | 224 | 0.900 | bicubic | -11.890 | -8.076 | +7 |
1045 | mobileone_s0.apple_in1k | 58.580 | 41.420 | 80.080 | 19.920 | 5.29 | 224 | 0.875 | bilinear | -12.822 | -9.762 | +1 |
1046 | efficientvit_m2.r224_in1k | 58.420 | 41.580 | 81.360 | 18.640 | 4.19 | 224 | 0.875 | bicubic | -12.394 | -8.782 | +4 |
1047 | resnet18.gluon_in1k | 58.340 | 41.660 | 80.970 | 19.030 | 11.69 | 224 | 0.875 | bicubic | -12.494 | -8.786 | +2 |
1048 | xcit_nano_12_p16_224.fb_in1k | 58.330 | 41.670 | 80.920 | 19.080 | 3.05 | 224 | 1.000 | bicubic | -11.632 | -8.842 | +7 |
1049 | tinynet_c.in1k | 58.200 | 41.800 | 80.280 | 19.720 | 2.46 | 184 | 0.875 | bicubic | -13.042 | -9.452 | -1 |
1050 | resnet14t.c3_in1k | 58.190 | 41.810 | 80.300 | 19.700 | 10.08 | 224 | 0.950 | bicubic | -14.064 | -10.006 | -14 |
1051 | efficientvit_b0.r224_in1k | 58.050 | 41.950 | 79.800 | 20.200 | 3.41 | 224 | 0.950 | bicubic | -13.348 | -9.628 | -4 |
1052 | mobilevitv2_050.cvnets_in1k | 57.700 | 42.300 | 80.880 | 19.120 | 1.37 | 256 | 0.888 | bicubic | -12.448 | -9.038 | +2 |
1053 | vgg11_bn.tv_in1k | 57.410 | 42.590 | 80.010 | 19.990 | 132.87 | 224 | 0.875 | bilinear | -12.972 | -9.798 | -1 |
1054 | resnet18.tv_in1k | 57.180 | 42.820 | 80.190 | 19.810 | 11.69 | 224 | 0.875 | bilinear | -12.580 | -8.880 | +3 |
1055 | mobilevit_xxs.cvnets_in1k | 57.170 | 42.830 | 79.760 | 20.240 | 1.27 | 256 | 0.900 | bicubic | -11.748 | -9.186 | +4 |
1056 | vgg13.tv_in1k | 57.140 | 42.860 | 79.550 | 20.450 | 133.05 | 224 | 0.875 | bilinear | -12.792 | -9.700 | 0 |
1057 | regnety_002.pycls_in1k | 57.010 | 42.990 | 79.880 | 20.120 | 3.16 | 224 | 0.875 | bicubic | -13.270 | -9.650 | -4 |
1058 | mixer_l16_224.goog_in21k_ft_in1k | 56.660 | 43.340 | 76.010 | 23.990 | 208.20 | 224 | 0.875 | bicubic | -15.394 | -11.664 | -18 |
1059 | repghostnet_058.in1k | 56.110 | 43.890 | 78.510 | 21.490 | 2.55 | 224 | 0.875 | bicubic | -12.804 | -9.910 | +1 |
1060 | regnetx_002.pycls_in1k | 56.070 | 43.930 | 79.210 | 20.790 | 2.68 | 224 | 0.875 | bicubic | -12.682 | -9.332 | +2 |
1061 | resnet18.a3_in1k | 56.000 | 44.000 | 78.970 | 21.030 | 11.69 | 224 | 0.950 | bicubic | -12.252 | -9.202 | +4 |
1062 | dla60x_c.in1k | 55.990 | 44.010 | 78.970 | 21.030 | 1.32 | 224 | 0.875 | bilinear | -11.922 | -9.462 | +5 |
1063 | vgg11.tv_in1k | 55.820 | 44.180 | 78.830 | 21.170 | 132.86 | 224 | 0.875 | bilinear | -13.202 | -9.794 | -5 |
1064 | resnet10t.c3_in1k | 55.560 | 44.440 | 78.440 | 21.560 | 5.44 | 224 | 0.950 | bicubic | -12.804 | -9.596 | -1 |
1065 | efficientvit_m1.r224_in1k | 55.470 | 44.530 | 79.150 | 20.850 | 2.98 | 224 | 0.875 | bicubic | -12.836 | -9.520 | -1 |
1066 | lcnet_075.ra2_in1k | 55.440 | 44.560 | 78.350 | 21.650 | 2.36 | 224 | 0.875 | bicubic | -13.342 | -10.010 | -5 |
1067 | mobilenetv3_small_100.lamb_in1k | 54.680 | 45.320 | 77.770 | 22.230 | 2.54 | 224 | 0.875 | bicubic | -12.978 | -9.866 | +1 |
1068 | tf_mobilenetv3_small_100.in1k | 54.470 | 45.530 | 77.070 | 22.930 | 2.54 | 224 | 0.875 | bilinear | -13.452 | -10.602 | -2 |
1069 | repghostnet_050.in1k | 53.550 | 46.450 | 76.740 | 23.260 | 2.31 | 224 | 0.875 | bicubic | -13.416 | -10.180 | +1 |
1070 | tinynet_d.in1k | 53.430 | 46.570 | 76.320 | 23.680 | 2.34 | 152 | 0.875 | bicubic | -13.542 | -10.746 | -1 |
1071 | mnasnet_small.lamb_in1k | 53.270 | 46.730 | 75.910 | 24.090 | 2.03 | 224 | 0.875 | bicubic | -12.926 | -10.594 | 0 |
1072 | dla46x_c.in1k | 53.040 | 46.960 | 76.840 | 23.160 | 1.07 | 224 | 0.875 | bilinear | -12.952 | -10.134 | 0 |
1073 | mobilenetv2_050.lamb_in1k | 52.840 | 47.160 | 75.450 | 24.550 | 1.97 | 224 | 0.875 | bicubic | -13.108 | -10.634 | 0 |
1074 | dla46_c.in1k | 52.200 | 47.800 | 75.670 | 24.330 | 1.30 | 224 | 0.875 | bilinear | -12.672 | -10.628 | +2 |
1075 | tf_mobilenetv3_small_075.in1k | 52.160 | 47.840 | 75.450 | 24.550 | 2.04 | 224 | 0.875 | bilinear | -13.566 | -10.682 | -1 |
1076 | mobilenetv3_small_075.lamb_in1k | 51.890 | 48.110 | 74.740 | 25.260 | 2.04 | 224 | 0.875 | bicubic | -13.346 | -10.706 | -1 |
1077 | efficientvit_m0.r224_in1k | 50.750 | 49.250 | 74.470 | 25.530 | 2.35 | 224 | 0.875 | bicubic | -12.520 | -10.706 | 0 |
1078 | lcnet_050.ra2_in1k | 49.980 | 50.020 | 73.440 | 26.560 | 1.88 | 224 | 0.875 | bicubic | -13.158 | -10.942 | 0 |
1079 | tf_mobilenetv3_small_minimal_100.in1k | 49.530 | 50.470 | 73.020 | 26.980 | 2.04 | 224 | 0.875 | bilinear | -13.364 | -11.218 | 0 |
1080 | tinynet_e.in1k | 46.730 | 53.270 | 70.360 | 29.640 | 2.04 | 106 | 0.875 | bicubic | -13.136 | -11.402 | 0 |
1081 | mobilenetv3_small_050.lamb_in1k | 44.850 | 55.150 | 67.690 | 32.310 | 1.59 | 224 | 0.875 | bicubic | -13.066 | -12.490 | 0 |