model | top1 | top1_err | top5 | top5_err | param_count | img_size | crop_pct | interpolation |
eva_giant_patch14_336.m30m_ft_in22k_in1k | 98.000 | 2.000 | 99.900 | 0.100 | 1,013.01 | 336 | 1.000 | bicubic |
eva_giant_patch14_560.m30m_ft_in22k_in1k | 97.990 | 2.010 | 99.860 | 0.140 | 1,014.45 | 560 | 1.000 | bicubic |
eva_large_patch14_336.in22k_ft_in22k_in1k | 97.860 | 2.140 | 99.880 | 0.120 | 304.53 | 336 | 1.000 | bicubic |
eva_giant_patch14_336.clip_ft_in1k | 97.860 | 2.140 | 99.790 | 0.210 | 1,013.01 | 336 | 1.000 | bicubic |
eva_large_patch14_336.in22k_ft_in1k | 97.810 | 2.190 | 99.840 | 0.160 | 304.53 | 336 | 1.000 | bicubic |
beit_large_patch16_384.in22k_ft_in22k_in1k | 97.810 | 2.190 | 99.790 | 0.210 | 305.00 | 384 | 1.000 | bicubic |
tf_efficientnet_l2.ns_jft_in1k | 97.780 | 2.220 | 99.890 | 0.110 | 480.31 | 800 | 0.960 | bicubic |
beit_large_patch16_512.in22k_ft_in22k_in1k | 97.780 | 2.220 | 99.820 | 0.180 | 305.67 | 512 | 1.000 | bicubic |
maxvit_base_tf_512.in21k_ft_in1k | 97.760 | 2.240 | 99.860 | 0.140 | 119.88 | 512 | 1.000 | bicubic |
maxvit_xlarge_tf_512.in21k_ft_in1k | 97.760 | 2.240 | 99.820 | 0.180 | 475.77 | 512 | 1.000 | bicubic |
tf_efficientnet_l2.ns_jft_in1k_475 | 97.750 | 2.250 | 99.820 | 0.180 | 480.31 | 475 | 0.936 | bicubic |
beitv2_large_patch16_224.in1k_ft_in22k_in1k | 97.750 | 2.250 | 99.790 | 0.210 | 304.43 | 224 | 0.950 | bicubic |
maxvit_xlarge_tf_384.in21k_ft_in1k | 97.740 | 2.260 | 99.850 | 0.150 | 475.32 | 384 | 1.000 | bicubic |
eva_giant_patch14_224.clip_ft_in1k | 97.680 | 2.320 | 99.750 | 0.250 | 1,012.56 | 224 | 1.000 | bicubic |
maxvit_large_tf_384.in21k_ft_in1k | 97.670 | 2.330 | 99.820 | 0.180 | 212.03 | 384 | 1.000 | bicubic |
maxvit_large_tf_512.in21k_ft_in1k | 97.670 | 2.330 | 99.730 | 0.270 | 212.33 | 512 | 1.000 | bicubic |
eva_large_patch14_196.in22k_ft_in22k_in1k | 97.610 | 2.390 | 99.810 | 0.190 | 304.14 | 196 | 1.000 | bicubic |
vit_large_patch14_clip_224.openai_ft_in12k_in1k | 97.610 | 2.390 | 99.730 | 0.270 | 304.20 | 224 | 1.000 | bicubic |
vit_large_patch14_clip_336.openai_ft_in12k_in1k | 97.610 | 2.390 | 99.730 | 0.270 | 304.53 | 336 | 1.000 | bicubic |
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k | 97.600 | 2.400 | 99.780 | 0.220 | 632.46 | 336 | 1.000 | bicubic |
convnext_xlarge.fb_in22k_ft_in1k_384 | 97.590 | 2.410 | 99.770 | 0.230 | 350.20 | 384 | 1.000 | bicubic |
maxvit_base_tf_384.in21k_ft_in1k | 97.560 | 2.440 | 99.760 | 0.240 | 119.65 | 384 | 1.000 | bicubic |
deit3_large_patch16_384_in21ft1k | 97.560 | 2.440 | 99.710 | 0.290 | 304.76 | 384 | 1.000 | bicubic |
eva_large_patch14_196.in22k_ft_in1k | 97.520 | 2.480 | 99.790 | 0.210 | 304.14 | 196 | 1.000 | bicubic |
beit_large_patch16_224.in22k_ft_in22k_in1k | 97.480 | 2.520 | 99.690 | 0.310 | 304.43 | 224 | 0.900 | bicubic |
vit_large_patch14_clip_224.openai_ft_in1k | 97.460 | 2.540 | 99.680 | 0.320 | 304.20 | 224 | 1.000 | bicubic |
convnext_xlarge.fb_in22k_ft_in1k | 97.450 | 2.550 | 99.820 | 0.180 | 350.20 | 288 | 1.000 | bicubic |
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k | 97.450 | 2.550 | 99.780 | 0.220 | 304.53 | 336 | 1.000 | bicubic |
vit_large_patch16_384.augreg_in21k_ft_in1k | 97.420 | 2.580 | 99.780 | 0.220 | 304.72 | 384 | 1.000 | bicubic |
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k | 97.390 | 2.610 | 99.740 | 0.260 | 304.20 | 224 | 1.000 | bicubic |
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k | 97.360 | 2.640 | 99.800 | 0.200 | 632.05 | 224 | 1.000 | bicubic |
beit_base_patch16_384.in22k_ft_in22k_in1k | 97.330 | 2.670 | 99.720 | 0.280 | 86.74 | 384 | 1.000 | bicubic |
tf_efficientnetv2_xl.in21k_ft_in1k | 97.330 | 2.670 | 99.600 | 0.400 | 208.12 | 512 | 1.000 | bicubic |
tf_efficientnetv2_l.in21k_ft_in1k | 97.320 | 2.680 | 99.640 | 0.360 | 118.52 | 480 | 1.000 | bicubic |
convnext_large.fb_in22k_ft_in1k_384 | 97.310 | 2.690 | 99.760 | 0.240 | 197.77 | 384 | 1.000 | bicubic |
deit3_large_patch16_224_in21ft1k | 97.310 | 2.690 | 99.680 | 0.320 | 304.37 | 224 | 1.000 | bicubic |
swinv2_large_window12to24_192to384_22kft1k | 97.290 | 2.710 | 99.780 | 0.220 | 196.74 | 384 | 1.000 | bicubic |
volo_d5_512 | 97.290 | 2.710 | 99.760 | 0.240 | 296.09 | 512 | 1.150 | bicubic |
swinv2_base_window12to24_192to384_22kft1k | 97.260 | 2.740 | 99.790 | 0.210 | 87.92 | 384 | 1.000 | bicubic |
deit3_huge_patch14_224_in21ft1k | 97.250 | 2.750 | 99.720 | 0.280 | 632.13 | 224 | 1.000 | bicubic |
convnext_base.fb_in22k_ft_in1k_384 | 97.250 | 2.750 | 99.710 | 0.290 | 88.59 | 384 | 1.000 | bicubic |
volo_d5_448 | 97.240 | 2.760 | 99.740 | 0.260 | 295.91 | 448 | 1.150 | bicubic |
swinv2_large_window12to16_192to256_22kft1k | 97.240 | 2.760 | 99.710 | 0.290 | 196.74 | 256 | 0.900 | bicubic |
deit3_base_patch16_384_in21ft1k | 97.240 | 2.760 | 99.670 | 0.330 | 86.88 | 384 | 1.000 | bicubic |
vit_large_patch14_clip_336.laion2b_ft_in1k | 97.230 | 2.770 | 99.720 | 0.280 | 304.53 | 336 | 1.000 | bicubic |
convnext_base.fb_in22k_ft_in1k | 97.220 | 2.780 | 99.760 | 0.240 | 88.59 | 288 | 1.000 | bicubic |
convnext_large.fb_in22k_ft_in1k | 97.220 | 2.780 | 99.730 | 0.270 | 197.77 | 288 | 1.000 | bicubic |
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k | 97.220 | 2.780 | 99.700 | 0.300 | 86.86 | 384 | 1.000 | bicubic |
tf_efficientnet_b7.ns_jft_in1k | 97.200 | 2.800 | 99.700 | 0.300 | 66.35 | 600 | 0.949 | bicubic |
maxvit_base_tf_512.in1k | 97.180 | 2.820 | 99.640 | 0.360 | 119.88 | 512 | 1.000 | bicubic |
maxvit_small_tf_512.in1k | 97.180 | 2.820 | 99.620 | 0.380 | 69.13 | 512 | 1.000 | bicubic |
swin_large_patch4_window12_384 | 97.170 | 2.830 | 99.680 | 0.320 | 196.74 | 384 | 1.000 | bicubic |
vit_base_patch16_clip_384.openai_ft_in12k_in1k | 97.140 | 2.860 | 99.640 | 0.360 | 86.86 | 384 | 0.950 | bicubic |
swin_base_patch4_window12_384 | 97.120 | 2.880 | 99.780 | 0.220 | 87.90 | 384 | 1.000 | bicubic |
maxvit_base_tf_384.in1k | 97.120 | 2.880 | 99.570 | 0.430 | 119.65 | 384 | 1.000 | bicubic |
vit_huge_patch14_clip_224.laion2b_ft_in1k | 97.100 | 2.900 | 99.700 | 0.300 | 632.05 | 224 | 1.000 | bicubic |
convnext_small.fb_in22k_ft_in1k_384 | 97.100 | 2.900 | 99.640 | 0.360 | 50.22 | 384 | 1.000 | bicubic |
vit_base_patch8_224.augreg_in21k_ft_in1k | 97.080 | 2.920 | 99.620 | 0.380 | 86.58 | 224 | 0.900 | bicubic |
volo_d4_448 | 97.070 | 2.930 | 99.750 | 0.250 | 193.41 | 448 | 1.150 | bicubic |
swinv2_base_window12to16_192to256_22kft1k | 97.060 | 2.940 | 99.660 | 0.340 | 87.92 | 256 | 0.900 | bicubic |
maxvit_large_tf_512.in1k | 97.050 | 2.950 | 99.590 | 0.410 | 212.33 | 512 | 1.000 | bicubic |
tf_efficientnet_b6.ns_jft_in1k | 97.020 | 2.980 | 99.710 | 0.290 | 43.04 | 528 | 0.942 | bicubic |
vit_base_patch16_384.augreg_in21k_ft_in1k | 97.020 | 2.980 | 99.710 | 0.290 | 86.86 | 384 | 1.000 | bicubic |
volo_d3_448 | 97.020 | 2.980 | 99.680 | 0.320 | 86.63 | 448 | 1.000 | bicubic |
vit_large_patch14_clip_224.laion2b_ft_in1k | 97.020 | 2.980 | 99.670 | 0.330 | 304.20 | 224 | 1.000 | bicubic |
tf_efficientnetv2_m.in21k_ft_in1k | 97.000 | 3.000 | 99.630 | 0.370 | 54.14 | 480 | 1.000 | bicubic |
ig_resnext101_32x48d | 96.970 | 3.030 | 99.670 | 0.330 | 828.41 | 224 | 0.875 | bilinear |
maxvit_tiny_tf_512.in1k | 96.970 | 3.030 | 99.670 | 0.330 | 31.05 | 512 | 1.000 | bicubic |
vit_large_r50_s32_384.augreg_in21k_ft_in1k | 96.950 | 3.050 | 99.710 | 0.290 | 329.09 | 384 | 1.000 | bicubic |
swin_large_patch4_window7_224 | 96.950 | 3.050 | 99.660 | 0.340 | 196.53 | 224 | 0.900 | bicubic |
vit_base_patch8_224.augreg2_in21k_ft_in1k | 96.940 | 3.060 | 99.640 | 0.360 | 86.58 | 224 | 0.900 | bicubic |
maxvit_large_tf_384.in1k | 96.940 | 3.060 | 99.580 | 0.420 | 212.03 | 384 | 1.000 | bicubic |
xcit_large_24_p16_384_dist | 96.940 | 3.060 | 99.520 | 0.480 | 189.10 | 384 | 1.000 | bicubic |
dm_nfnet_f6 | 96.920 | 3.080 | 99.720 | 0.280 | 438.36 | 576 | 0.956 | bicubic |
beitv2_base_patch16_224.in1k_ft_in22k_in1k | 96.910 | 3.090 | 99.730 | 0.270 | 86.53 | 224 | 0.900 | bicubic |
vit_base_patch16_clip_384.laion2b_ft_in1k | 96.910 | 3.090 | 99.670 | 0.330 | 86.86 | 384 | 1.000 | bicubic |
volo_d5_224 | 96.880 | 3.120 | 99.670 | 0.330 | 295.46 | 224 | 0.960 | bicubic |
cait_m48_448 | 96.880 | 3.120 | 99.620 | 0.380 | 356.46 | 448 | 1.000 | bicubic |
resnetv2_152x4_bitm | 96.870 | 3.130 | 99.660 | 0.340 | 936.53 | 480 | 1.000 | bilinear |
tf_efficientnet_b5.ns_jft_in1k | 96.870 | 3.130 | 99.640 | 0.360 | 30.39 | 456 | 0.934 | bicubic |
deit3_base_patch16_224_in21ft1k | 96.870 | 3.130 | 99.620 | 0.380 | 86.59 | 224 | 1.000 | bicubic |
deit3_large_patch16_384 | 96.850 | 3.150 | 99.620 | 0.380 | 304.76 | 384 | 1.000 | bicubic |
cait_m36_384 | 96.830 | 3.170 | 99.660 | 0.340 | 271.22 | 384 | 1.000 | bicubic |
vit_base_patch16_clip_384.openai_ft_in1k | 96.820 | 3.180 | 99.660 | 0.340 | 86.86 | 384 | 1.000 | bicubic |
xcit_small_24_p8_384_dist | 96.820 | 3.180 | 99.630 | 0.370 | 47.63 | 384 | 1.000 | bicubic |
dm_nfnet_f5 | 96.810 | 3.190 | 99.670 | 0.330 | 377.21 | 544 | 0.954 | bicubic |
convnext_small.fb_in22k_ft_in1k | 96.810 | 3.190 | 99.510 | 0.490 | 50.22 | 288 | 1.000 | bicubic |
volo_d4_224 | 96.780 | 3.220 | 99.670 | 0.330 | 192.96 | 224 | 0.960 | bicubic |
dm_nfnet_f4 | 96.780 | 3.220 | 99.620 | 0.380 | 316.07 | 512 | 0.951 | bicubic |
flexivit_large.1200ep_in1k | 96.780 | 3.220 | 99.610 | 0.390 | 304.36 | 240 | 0.950 | bicubic |
xcit_medium_24_p8_384_dist | 96.780 | 3.220 | 99.610 | 0.390 | 84.32 | 384 | 1.000 | bicubic |
ig_resnext101_32x32d | 96.780 | 3.220 | 99.530 | 0.470 | 468.53 | 224 | 0.875 | bilinear |
efficientnet_b5.in12k_ft_in1k | 96.770 | 3.230 | 99.600 | 0.400 | 30.39 | 448 | 1.000 | bicubic |
xcit_large_24_p8_384_dist | 96.760 | 3.240 | 99.560 | 0.440 | 188.93 | 384 | 1.000 | bicubic |
maxvit_small_tf_384.in1k | 96.740 | 3.260 | 99.600 | 0.400 | 69.02 | 384 | 1.000 | bicubic |
flexivit_large.600ep_in1k | 96.740 | 3.260 | 99.550 | 0.450 | 304.36 | 240 | 0.950 | bicubic |
tf_efficientnetv2_l.in1k | 96.740 | 3.260 | 99.550 | 0.450 | 118.52 | 480 | 1.000 | bicubic |
dm_nfnet_f3 | 96.730 | 3.270 | 99.630 | 0.370 | 254.92 | 416 | 0.940 | bicubic |
vit_large_patch16_224.augreg_in21k_ft_in1k | 96.710 | 3.290 | 99.650 | 0.350 | 304.33 | 224 | 0.900 | bicubic |
tf_efficientnet_b4.ns_jft_in1k | 96.710 | 3.290 | 99.640 | 0.360 | 19.34 | 380 | 0.922 | bicubic |
volo_d2_384 | 96.710 | 3.290 | 99.600 | 0.400 | 58.87 | 384 | 1.000 | bicubic |
xcit_medium_24_p16_384_dist | 96.700 | 3.300 | 99.600 | 0.400 | 84.40 | 384 | 1.000 | bicubic |
tf_efficientnet_b8.ra_in1k | 96.700 | 3.300 | 99.530 | 0.470 | 87.41 | 672 | 0.954 | bicubic |
flexivit_large.300ep_in1k | 96.690 | 3.310 | 99.580 | 0.420 | 304.36 | 240 | 0.950 | bicubic |
swin_base_patch4_window7_224 | 96.680 | 3.320 | 99.660 | 0.340 | 87.77 | 224 | 0.900 | bicubic |
deit3_small_patch16_384_in21ft1k | 96.670 | 3.330 | 99.640 | 0.360 | 22.21 | 384 | 1.000 | bicubic |
beit_base_patch16_224.in22k_ft_in22k_in1k | 96.660 | 3.340 | 99.660 | 0.340 | 86.53 | 224 | 0.900 | bicubic |
xcit_large_24_p8_224_dist | 96.640 | 3.360 | 99.460 | 0.540 | 188.93 | 224 | 1.000 | bicubic |
cait_s36_384 | 96.630 | 3.370 | 99.600 | 0.400 | 68.37 | 384 | 1.000 | bicubic |
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k | 96.610 | 3.390 | 99.480 | 0.520 | 88.30 | 384 | 1.000 | bicubic |
regnetz_e8 | 96.600 | 3.400 | 99.610 | 0.390 | 57.70 | 320 | 1.000 | bicubic |
maxvit_tiny_tf_384.in1k | 96.600 | 3.400 | 99.560 | 0.440 | 30.98 | 384 | 1.000 | bicubic |
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k | 96.600 | 3.400 | 99.560 | 0.440 | 86.57 | 224 | 0.950 | bicubic |
tf_efficientnet_b7.ra_in1k | 96.580 | 3.420 | 99.510 | 0.490 | 66.35 | 600 | 0.949 | bicubic |
cait_s24_384 | 96.570 | 3.430 | 99.550 | 0.450 | 47.06 | 384 | 1.000 | bicubic |
deit3_huge_patch14_224 | 96.570 | 3.430 | 99.520 | 0.480 | 632.13 | 224 | 0.900 | bicubic |
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k | 96.570 | 3.430 | 99.520 | 0.480 | 88.34 | 448 | 1.000 | bicubic |
xcit_small_24_p8_224_dist | 96.550 | 3.450 | 99.570 | 0.430 | 47.63 | 224 | 1.000 | bicubic |
tf_efficientnet_b8.ap_in1k | 96.550 | 3.450 | 99.540 | 0.460 | 87.41 | 672 | 0.954 | bicubic |
resnetv2_152x2_bitm | 96.520 | 3.480 | 99.590 | 0.410 | 236.34 | 448 | 1.000 | bilinear |
xcit_medium_24_p8_224_dist | 96.520 | 3.480 | 99.510 | 0.490 | 84.32 | 224 | 1.000 | bicubic |
vit_medium_patch16_gap_384.in12k_ft_in1k | 96.510 | 3.490 | 99.620 | 0.380 | 39.03 | 384 | 0.950 | bicubic |
deit_base_distilled_patch16_384 | 96.510 | 3.490 | 99.590 | 0.410 | 87.63 | 384 | 1.000 | bicubic |
vit_base_patch16_224.augreg2_in21k_ft_in1k | 96.510 | 3.490 | 99.560 | 0.440 | 86.57 | 224 | 0.900 | bicubic |
vit_base_patch16_clip_224.openai_ft_in12k_in1k | 96.510 | 3.490 | 99.550 | 0.450 | 86.57 | 224 | 0.950 | bicubic |
tf_efficientnetv2_m.in1k | 96.480 | 3.520 | 99.610 | 0.390 | 54.14 | 480 | 1.000 | bicubic |
xcit_small_12_p8_384_dist | 96.480 | 3.520 | 99.490 | 0.510 | 26.21 | 384 | 1.000 | bicubic |
tf_efficientnetv2_s.in21k_ft_in1k | 96.470 | 3.530 | 99.570 | 0.430 | 21.46 | 384 | 1.000 | bicubic |
volo_d1_384 | 96.470 | 3.530 | 99.550 | 0.450 | 26.78 | 384 | 1.000 | bicubic |
ecaresnet269d | 96.460 | 3.540 | 99.610 | 0.390 | 102.09 | 352 | 1.000 | bicubic |
dm_nfnet_f2 | 96.460 | 3.540 | 99.540 | 0.460 | 193.78 | 352 | 0.920 | bicubic |
vit_base_r50_s16_384.orig_in21k_ft_in1k | 96.450 | 3.550 | 99.660 | 0.340 | 98.95 | 384 | 1.000 | bicubic |
eca_nfnet_l2 | 96.450 | 3.550 | 99.620 | 0.380 | 56.72 | 384 | 1.000 | bicubic |
volo_d3_224 | 96.450 | 3.550 | 99.620 | 0.380 | 86.33 | 224 | 0.960 | bicubic |
ig_resnext101_32x16d | 96.440 | 3.560 | 99.540 | 0.460 | 194.03 | 224 | 0.875 | bilinear |
seresnextaa101d_32x8d | 96.420 | 3.580 | 99.520 | 0.480 | 93.59 | 288 | 1.000 | bicubic |
volo_d2_224 | 96.420 | 3.580 | 99.500 | 0.500 | 58.68 | 224 | 0.960 | bicubic |
vit_base_patch32_clip_384.openai_ft_in12k_in1k | 96.420 | 3.580 | 99.460 | 0.540 | 88.30 | 384 | 0.950 | bicubic |
mvitv2_large | 96.410 | 3.590 | 99.450 | 0.550 | 217.99 | 224 | 0.900 | bicubic |
resnetrs420 | 96.400 | 3.600 | 99.540 | 0.460 | 191.89 | 416 | 1.000 | bicubic |
convnext_large.fb_in1k | 96.400 | 3.600 | 99.530 | 0.470 | 197.77 | 288 | 1.000 | bicubic |
dm_nfnet_f1 | 96.390 | 3.610 | 99.470 | 0.530 | 132.63 | 320 | 0.910 | bicubic |
tf_efficientnet_b6.ap_in1k | 96.370 | 3.630 | 99.550 | 0.450 | 43.04 | 528 | 0.942 | bicubic |
seresnext101d_32x8d | 96.360 | 3.640 | 99.470 | 0.530 | 93.59 | 288 | 1.000 | bicubic |
tf_efficientnet_b7.ap_in1k | 96.350 | 3.650 | 99.590 | 0.410 | 66.35 | 600 | 0.949 | bicubic |
resmlp_big_24_224_in22ft1k | 96.350 | 3.650 | 99.520 | 0.480 | 129.14 | 224 | 0.875 | bicubic |
maxvit_base_tf_224.in1k | 96.350 | 3.650 | 99.370 | 0.630 | 119.47 | 224 | 0.950 | bicubic |
xcit_small_24_p16_384_dist | 96.340 | 3.660 | 99.580 | 0.420 | 47.67 | 384 | 1.000 | bicubic |
resnetrs200 | 96.340 | 3.660 | 99.550 | 0.450 | 93.21 | 320 | 1.000 | bicubic |
xcit_small_12_p16_384_dist | 96.340 | 3.660 | 99.490 | 0.510 | 26.25 | 384 | 1.000 | bicubic |
regnetz_040h | 96.330 | 3.670 | 99.520 | 0.480 | 28.94 | 320 | 1.000 | bicubic |
vit_base_patch16_clip_224.laion2b_ft_in1k | 96.320 | 3.680 | 99.540 | 0.460 | 86.57 | 224 | 1.000 | bicubic |
xcit_large_24_p16_224_dist | 96.320 | 3.680 | 99.500 | 0.500 | 189.10 | 224 | 1.000 | bicubic |
maxvit_large_tf_224.in1k | 96.320 | 3.680 | 99.410 | 0.590 | 211.79 | 224 | 0.950 | bicubic |
vit_base_patch16_clip_224.openai_ft_in1k | 96.310 | 3.690 | 99.550 | 0.450 | 86.57 | 224 | 0.900 | bicubic |
seresnet152d | 96.310 | 3.690 | 99.510 | 0.490 | 66.84 | 320 | 1.000 | bicubic |
convnext_base.fb_in1k | 96.310 | 3.690 | 99.500 | 0.500 | 88.59 | 288 | 1.000 | bicubic |
vit_base_patch16_224.augreg_in21k_ft_in1k | 96.300 | 3.700 | 99.560 | 0.440 | 86.57 | 224 | 0.900 | bicubic |
tf_efficientnet_b6.aa_in1k | 96.290 | 3.710 | 99.520 | 0.480 | 43.04 | 528 | 0.942 | bicubic |
resnetv2_50x3_bitm | 96.270 | 3.730 | 99.630 | 0.370 | 217.32 | 448 | 1.000 | bilinear |
efficientnetv2_rw_m.agc_in1k | 96.270 | 3.730 | 99.560 | 0.440 | 53.24 | 416 | 1.000 | bicubic |
swsl_resnext101_32x16d | 96.270 | 3.730 | 99.500 | 0.500 | 194.03 | 224 | 0.875 | bilinear |
xcit_medium_24_p16_224_dist | 96.260 | 3.740 | 99.410 | 0.590 | 84.40 | 224 | 1.000 | bicubic |
resnetv2_101x3_bitm | 96.250 | 3.750 | 99.590 | 0.410 | 387.93 | 448 | 1.000 | bilinear |
swsl_resnext101_32x8d | 96.240 | 3.760 | 99.590 | 0.410 | 88.79 | 224 | 0.875 | bilinear |
resnetrs350 | 96.240 | 3.760 | 99.470 | 0.530 | 163.96 | 384 | 1.000 | bicubic |
xcit_tiny_24_p8_384_dist | 96.240 | 3.760 | 99.440 | 0.560 | 12.11 | 384 | 1.000 | bicubic |
deit3_base_patch16_384 | 96.230 | 3.770 | 99.400 | 0.600 | 86.88 | 384 | 1.000 | bicubic |
regnetz_d8_evos | 96.220 | 3.780 | 99.490 | 0.510 | 23.46 | 320 | 0.950 | bicubic |
maxxvit_rmlp_small_rw_256 | 96.210 | 3.790 | 99.480 | 0.520 | 66.01 | 256 | 0.950 | bicubic |
maxvit_small_tf_224.in1k | 96.210 | 3.790 | 99.460 | 0.540 | 68.93 | 224 | 0.950 | bicubic |
coatnet_rmlp_2_rw_224 | 96.200 | 3.800 | 99.280 | 0.720 | 73.88 | 224 | 0.950 | bicubic |
vit_base_patch16_384.orig_in21k_ft_in1k | 96.190 | 3.810 | 99.530 | 0.470 | 86.86 | 384 | 1.000 | bicubic |
resnetv2_152x2_bit_teacher_384 | 96.190 | 3.810 | 99.500 | 0.500 | 236.34 | 384 | 1.000 | bicubic |
deit3_large_patch16_224 | 96.190 | 3.810 | 99.300 | 0.700 | 304.37 | 224 | 0.900 | bicubic |
vit_large_r50_s32_224.augreg_in21k_ft_in1k | 96.180 | 3.820 | 99.530 | 0.470 | 328.99 | 224 | 0.900 | bicubic |
regnetz_040 | 96.180 | 3.820 | 99.510 | 0.490 | 27.12 | 320 | 1.000 | bicubic |
swinv2_base_window16_256 | 96.180 | 3.820 | 99.400 | 0.600 | 87.92 | 256 | 0.900 | bicubic |
convnext_tiny.fb_in22k_ft_in1k_384 | 96.170 | 3.830 | 99.500 | 0.500 | 28.59 | 384 | 1.000 | bicubic |
deit3_medium_patch16_224_in21ft1k | 96.140 | 3.860 | 99.490 | 0.510 | 38.85 | 224 | 1.000 | bicubic |
crossvit_18_dagger_408 | 96.130 | 3.870 | 99.470 | 0.530 | 44.61 | 408 | 1.000 | bicubic |
resnest269e | 96.120 | 3.880 | 99.520 | 0.480 | 110.93 | 416 | 0.928 | bicubic |
seresnext101_32x8d | 96.120 | 3.880 | 99.360 | 0.640 | 93.57 | 288 | 1.000 | bicubic |
resnet200d | 96.110 | 3.890 | 99.460 | 0.540 | 64.69 | 320 | 1.000 | bicubic |
flexivit_base.1200ep_in1k | 96.110 | 3.890 | 99.400 | 0.600 | 86.59 | 240 | 0.950 | bicubic |
tf_efficientnet_b3.ns_jft_in1k | 96.100 | 3.900 | 99.480 | 0.520 | 12.23 | 300 | 0.904 | bicubic |
tf_efficientnet_b5.ap_in1k | 96.080 | 3.920 | 99.540 | 0.460 | 30.39 | 456 | 0.934 | bicubic |
xcit_large_24_p8_224 | 96.080 | 3.920 | 99.150 | 0.850 | 188.93 | 224 | 1.000 | bicubic |
resnest200e | 96.070 | 3.930 | 99.480 | 0.520 | 70.20 | 320 | 0.909 | bicubic |
swinv2_base_window8_256 | 96.070 | 3.930 | 99.420 | 0.580 | 87.92 | 256 | 0.900 | bicubic |
pit_b_distilled_224 | 96.070 | 3.930 | 99.380 | 0.620 | 74.79 | 224 | 0.900 | bicubic |
swinv2_small_window16_256 | 96.070 | 3.930 | 99.340 | 0.660 | 49.73 | 256 | 0.900 | bicubic |
vit_small_r26_s32_384.augreg_in21k_ft_in1k | 96.060 | 3.940 | 99.560 | 0.440 | 36.47 | 384 | 1.000 | bicubic |
resnetrs270 | 96.060 | 3.940 | 99.490 | 0.510 | 129.86 | 352 | 1.000 | bicubic |
gcvit_base | 96.060 | 3.940 | 99.380 | 0.620 | 90.32 | 224 | 0.875 | bicubic |
swsl_resnext101_32x4d | 96.050 | 3.950 | 99.530 | 0.470 | 44.18 | 224 | 0.875 | bilinear |
maxvit_rmlp_tiny_rw_256 | 96.040 | 3.960 | 99.410 | 0.590 | 29.15 | 256 | 0.950 | bicubic |
swin_s3_base_224 | 96.040 | 3.960 | 99.350 | 0.650 | 71.13 | 224 | 0.900 | bicubic |
volo_d1_224 | 96.030 | 3.970 | 99.390 | 0.610 | 26.63 | 224 | 0.960 | bicubic |
vit_base_patch16_224_miil.in21k_ft_in1k | 96.030 | 3.970 | 99.350 | 0.650 | 86.54 | 224 | 0.875 | bilinear |
regnetz_d8 | 96.010 | 3.990 | 99.520 | 0.480 | 23.37 | 320 | 1.000 | bicubic |
cs3se_edgenet_x | 96.010 | 3.990 | 99.440 | 0.560 | 50.72 | 320 | 1.000 | bicubic |
cait_xs24_384 | 96.010 | 3.990 | 99.430 | 0.570 | 26.67 | 384 | 1.000 | bicubic |
mvitv2_base | 96.010 | 3.990 | 99.330 | 0.670 | 51.47 | 224 | 0.900 | bicubic |
vit_small_patch16_384.augreg_in21k_ft_in1k | 95.980 | 4.020 | 99.590 | 0.410 | 22.20 | 384 | 1.000 | bicubic |
vit_medium_patch16_gap_256.in12k_ft_in1k | 95.980 | 4.020 | 99.500 | 0.500 | 38.86 | 256 | 0.950 | bicubic |
tf_efficientnet_b5.ra_in1k | 95.980 | 4.020 | 99.450 | 0.550 | 30.39 | 456 | 0.934 | bicubic |
convnext_small.fb_in1k | 95.980 | 4.020 | 99.430 | 0.570 | 50.22 | 288 | 1.000 | bicubic |
flexivit_base.300ep_in1k | 95.970 | 4.030 | 99.370 | 0.630 | 86.59 | 240 | 0.950 | bicubic |
flexivit_base.600ep_in1k | 95.960 | 4.040 | 99.420 | 0.580 | 86.59 | 240 | 0.950 | bicubic |
xcit_small_12_p8_224_dist | 95.960 | 4.040 | 99.420 | 0.580 | 26.21 | 224 | 1.000 | bicubic |
resnetrs152 | 95.960 | 4.040 | 99.380 | 0.620 | 86.62 | 320 | 1.000 | bicubic |
maxvit_rmlp_small_rw_224 | 95.960 | 4.040 | 99.350 | 0.650 | 64.90 | 224 | 0.900 | bicubic |
pvt_v2_b5 | 95.950 | 4.050 | 99.390 | 0.610 | 81.96 | 224 | 0.900 | bicubic |
eca_nfnet_l1 | 95.940 | 4.060 | 99.490 | 0.510 | 41.41 | 320 | 1.000 | bicubic |
ig_resnext101_32x8d | 95.930 | 4.070 | 99.380 | 0.620 | 88.79 | 224 | 0.875 | bilinear |
gcvit_small | 95.930 | 4.070 | 99.280 | 0.720 | 51.09 | 224 | 0.875 | bicubic |
vit_base_patch32_384.augreg_in21k_ft_in1k | 95.900 | 4.100 | 99.440 | 0.560 | 88.30 | 384 | 1.000 | bicubic |
pvt_v2_b4 | 95.900 | 4.100 | 99.350 | 0.650 | 62.56 | 224 | 0.900 | bicubic |
xcit_small_24_p8_224 | 95.900 | 4.100 | 99.180 | 0.820 | 47.63 | 224 | 1.000 | bicubic |
mvitv2_small | 95.890 | 4.110 | 99.360 | 0.640 | 34.87 | 224 | 0.900 | bicubic |
regnety_160 | 95.880 | 4.120 | 99.560 | 0.440 | 83.59 | 288 | 1.000 | bicubic |
sequencer2d_l | 95.880 | 4.120 | 99.470 | 0.530 | 54.30 | 224 | 0.875 | bicubic |
resmlp_big_24_distilled_224 | 95.870 | 4.130 | 99.440 | 0.560 | 129.14 | 224 | 0.875 | bicubic |
resnet152d | 95.870 | 4.130 | 99.430 | 0.570 | 60.21 | 320 | 1.000 | bicubic |
xcit_medium_24_p8_224 | 95.870 | 4.130 | 99.080 | 0.920 | 84.32 | 224 | 1.000 | bicubic |
regnety_080 | 95.860 | 4.140 | 99.440 | 0.560 | 39.18 | 288 | 1.000 | bicubic |
regnetz_d32 | 95.860 | 4.140 | 99.430 | 0.570 | 27.58 | 320 | 0.950 | bicubic |
swin_s3_small_224 | 95.840 | 4.160 | 99.200 | 0.800 | 49.74 | 224 | 0.900 | bicubic |
deit3_small_patch16_224_in21ft1k | 95.820 | 4.180 | 99.410 | 0.590 | 22.06 | 224 | 1.000 | bicubic |
crossvit_15_dagger_408 | 95.820 | 4.180 | 99.310 | 0.690 | 28.50 | 408 | 1.000 | bicubic |
tresnet_v2_l | 95.820 | 4.180 | 99.290 | 0.710 | 46.17 | 224 | 0.875 | bilinear |
maxvit_tiny_tf_224.in1k | 95.810 | 4.190 | 99.260 | 0.740 | 30.92 | 224 | 0.950 | bicubic |
xcit_small_24_p16_224_dist | 95.800 | 4.200 | 99.340 | 0.660 | 47.67 | 224 | 1.000 | bicubic |
edgenext_base | 95.790 | 4.210 | 99.570 | 0.430 | 18.51 | 320 | 1.000 | bicubic |
regnety_064 | 95.790 | 4.210 | 99.290 | 0.710 | 30.58 | 288 | 1.000 | bicubic |
deit3_base_patch16_224 | 95.780 | 4.220 | 99.270 | 0.730 | 86.59 | 224 | 0.900 | bicubic |
regnetv_064 | 95.770 | 4.230 | 99.420 | 0.580 | 30.58 | 288 | 1.000 | bicubic |
resnet101d | 95.750 | 4.250 | 99.440 | 0.560 | 44.57 | 320 | 1.000 | bicubic |
resnetv2_152x2_bit_teacher | 95.750 | 4.250 | 99.430 | 0.570 | 236.34 | 224 | 0.875 | bicubic |
deit_base_distilled_patch16_224 | 95.750 | 4.250 | 99.280 | 0.720 | 87.34 | 224 | 0.900 | bicubic |
xcit_small_12_p16_224_dist | 95.740 | 4.260 | 99.310 | 0.690 | 26.25 | 224 | 1.000 | bicubic |
maxvit_tiny_rw_224 | 95.740 | 4.260 | 99.160 | 0.840 | 29.06 | 224 | 0.950 | bicubic |
regnetv_040 | 95.730 | 4.270 | 99.380 | 0.620 | 20.64 | 288 | 1.000 | bicubic |
swinv2_small_window8_256 | 95.730 | 4.270 | 99.360 | 0.640 | 49.73 | 256 | 0.900 | bicubic |
twins_pcpvt_large | 95.720 | 4.280 | 99.490 | 0.510 | 60.99 | 224 | 0.900 | bicubic |
twins_svt_large | 95.720 | 4.280 | 99.370 | 0.630 | 99.27 | 224 | 0.900 | bicubic |
swin_small_patch4_window7_224 | 95.720 | 4.280 | 99.290 | 0.710 | 49.61 | 224 | 0.900 | bicubic |
tf_efficientnetv2_s.in1k | 95.710 | 4.290 | 99.400 | 0.600 | 21.46 | 384 | 1.000 | bicubic |
efficientnetv2_rw_s.ra2_in1k | 95.710 | 4.290 | 99.380 | 0.620 | 23.94 | 384 | 1.000 | bicubic |
dm_nfnet_f0 | 95.690 | 4.310 | 99.330 | 0.670 | 71.49 | 256 | 0.900 | bicubic |
swinv2_cr_small_ns_224 | 95.690 | 4.310 | 99.310 | 0.690 | 49.70 | 224 | 0.900 | bicubic |
xception65 | 95.690 | 4.310 | 99.310 | 0.690 | 39.92 | 299 | 0.940 | bicubic |
gcvit_tiny | 95.680 | 4.320 | 99.340 | 0.660 | 28.22 | 224 | 0.875 | bicubic |
xception65p | 95.660 | 4.340 | 99.270 | 0.730 | 39.82 | 299 | 0.940 | bicubic |
cait_s24_224 | 95.650 | 4.350 | 99.390 | 0.610 | 46.92 | 224 | 1.000 | bicubic |
deit_base_patch16_384 | 95.650 | 4.350 | 99.240 | 0.760 | 86.86 | 384 | 1.000 | bicubic |
swsl_resnext50_32x4d | 95.620 | 4.380 | 99.440 | 0.560 | 25.03 | 224 | 0.875 | bilinear |
regnetz_c16_evos | 95.620 | 4.380 | 99.420 | 0.580 | 13.49 | 320 | 0.950 | bicubic |
coatnet_1_rw_224 | 95.620 | 4.380 | 99.220 | 0.780 | 41.72 | 224 | 0.950 | bicubic |
efficientformer_l7 | 95.600 | 4.400 | 99.440 | 0.560 | 82.23 | 224 | 0.950 | bicubic |
deit3_small_patch16_384 | 95.600 | 4.400 | 99.390 | 0.610 | 22.21 | 384 | 1.000 | bicubic |
tf_efficientnet_b4.aa_in1k | 95.590 | 4.410 | 99.330 | 0.670 | 19.34 | 380 | 0.922 | bicubic |
sequencer2d_m | 95.590 | 4.410 | 99.280 | 0.720 | 38.31 | 224 | 0.875 | bicubic |
tf_efficientnetv2_b3.in21k_ft_in1k | 95.590 | 4.410 | 99.280 | 0.720 | 14.36 | 300 | 0.900 | bicubic |
resnest101e | 95.570 | 4.430 | 99.270 | 0.730 | 48.28 | 256 | 0.875 | bilinear |
twins_svt_base | 95.570 | 4.430 | 99.230 | 0.770 | 56.07 | 224 | 0.900 | bicubic |
resnet152 | 95.550 | 4.450 | 99.270 | 0.730 | 60.19 | 224 | 0.950 | bicubic |
jx_nest_base | 95.540 | 4.460 | 99.300 | 0.700 | 67.72 | 224 | 0.875 | bicubic |
resnext101_64x4d | 95.540 | 4.460 | 99.290 | 0.710 | 83.46 | 288 | 1.000 | bicubic |
jx_nest_small | 95.530 | 4.470 | 99.210 | 0.790 | 38.35 | 224 | 0.875 | bicubic |
efficientnet_b4.ra2_in1k | 95.520 | 4.480 | 99.390 | 0.610 | 19.34 | 384 | 1.000 | bicubic |
tf_efficientnet_b2.ns_jft_in1k | 95.520 | 4.480 | 99.340 | 0.660 | 9.11 | 260 | 0.890 | bicubic |
tresnet_xl_448 | 95.510 | 4.490 | 99.340 | 0.660 | 78.44 | 448 | 0.875 | bilinear |
tf_efficientnet_b4.ap_in1k | 95.490 | 4.510 | 99.390 | 0.610 | 19.34 | 380 | 0.922 | bicubic |
xcit_tiny_24_p16_384_dist | 95.490 | 4.510 | 99.360 | 0.640 | 12.12 | 384 | 1.000 | bicubic |
coatnet_rmlp_1_rw_224 | 95.490 | 4.510 | 99.240 | 0.760 | 41.69 | 224 | 0.950 | bicubic |
maxvit_nano_rw_256 | 95.490 | 4.510 | 99.130 | 0.870 | 15.45 | 256 | 0.950 | bicubic |
regnety_040 | 95.480 | 4.520 | 99.420 | 0.580 | 20.65 | 288 | 1.000 | bicubic |
regnety_032 | 95.470 | 4.530 | 99.320 | 0.680 | 19.44 | 288 | 1.000 | bicubic |
pvt_v2_b3 | 95.470 | 4.530 | 99.310 | 0.690 | 45.24 | 224 | 0.900 | bicubic |
sequencer2d_s | 95.470 | 4.530 | 99.270 | 0.730 | 27.65 | 224 | 0.875 | bicubic |
twins_pcpvt_base | 95.460 | 4.540 | 99.390 | 0.610 | 43.83 | 224 | 0.900 | bicubic |
eca_nfnet_l0 | 95.450 | 4.550 | 99.390 | 0.610 | 24.14 | 288 | 1.000 | bicubic |
xcit_tiny_24_p8_224_dist | 95.450 | 4.550 | 99.360 | 0.640 | 12.11 | 224 | 1.000 | bicubic |
cs3edgenet_x | 95.450 | 4.550 | 99.280 | 0.720 | 47.82 | 288 | 1.000 | bicubic |
maxvit_rmlp_nano_rw_256 | 95.440 | 4.560 | 99.060 | 0.940 | 15.50 | 256 | 0.950 | bicubic |
xcit_small_12_p8_224 | 95.420 | 4.580 | 99.200 | 0.800 | 26.21 | 224 | 1.000 | bicubic |
ssl_resnext101_32x16d | 95.410 | 4.590 | 99.410 | 0.590 | 194.03 | 224 | 0.875 | bilinear |
tresnet_l_448 | 95.410 | 4.590 | 99.300 | 0.700 | 55.99 | 448 | 0.875 | bilinear |
mvitv2_tiny | 95.410 | 4.590 | 99.160 | 0.840 | 24.17 | 224 | 0.900 | bicubic |
swinv2_cr_small_224 | 95.410 | 4.590 | 99.060 | 0.940 | 49.70 | 224 | 0.900 | bicubic |
cs3sedarknet_x | 95.400 | 4.600 | 99.320 | 0.680 | 35.40 | 288 | 1.000 | bicubic |
regnetz_c16 | 95.400 | 4.600 | 99.310 | 0.690 | 13.46 | 320 | 0.940 | bicubic |
resnetv2_50x1_bit_distilled | 95.390 | 4.610 | 99.430 | 0.570 | 25.55 | 224 | 0.875 | bicubic |
nfnet_l0 | 95.390 | 4.610 | 99.420 | 0.580 | 35.07 | 288 | 1.000 | bicubic |
mobilevitv2_200_384_in22ft1k | 95.390 | 4.610 | 99.280 | 0.720 | 18.45 | 384 | 1.000 | bicubic |
deit3_medium_patch16_224 | 95.390 | 4.610 | 99.210 | 0.790 | 38.85 | 224 | 0.900 | bicubic |
tresnet_m | 95.380 | 4.620 | 99.150 | 0.850 | 31.39 | 224 | 0.875 | bilinear |
convnext_nano.in12k_ft_in1k | 95.360 | 4.640 | 99.450 | 0.550 | 15.59 | 288 | 1.000 | bicubic |
swinv2_tiny_window16_256 | 95.360 | 4.640 | 99.300 | 0.700 | 28.35 | 256 | 0.900 | bicubic |
pnasnet5large | 95.360 | 4.640 | 99.130 | 0.870 | 86.06 | 331 | 0.911 | bicubic |
maxxvit_rmlp_nano_rw_256 | 95.350 | 4.650 | 99.320 | 0.680 | 16.78 | 256 | 0.950 | bicubic |
xcit_tiny_12_p8_384_dist | 95.340 | 4.660 | 99.340 | 0.660 | 6.71 | 384 | 1.000 | bicubic |
ssl_resnext101_32x8d | 95.340 | 4.660 | 99.320 | 0.680 | 88.79 | 224 | 0.875 | bilinear |
mobilevitv2_150_384_in22ft1k | 95.330 | 4.670 | 99.130 | 0.870 | 10.59 | 384 | 1.000 | bicubic |
resnetv2_101x1_bitm | 95.320 | 4.680 | 99.370 | 0.630 | 44.54 | 448 | 1.000 | bilinear |
vit_relpos_medium_patch16_cls_224.sw_in1k | 95.300 | 4.700 | 99.090 | 0.910 | 38.76 | 224 | 0.900 | bicubic |
cs3darknet_x | 95.280 | 4.720 | 99.280 | 0.720 | 35.05 | 288 | 1.000 | bicubic |
gc_efficientnetv2_rw_t.agc_in1k | 95.280 | 4.720 | 99.220 | 0.780 | 13.68 | 288 | 1.000 | bicubic |
flexivit_small.600ep_in1k | 95.270 | 4.730 | 99.160 | 0.840 | 22.06 | 240 | 0.950 | bicubic |
convnext_tiny_hnf.a2h_in1k | 95.270 | 4.730 | 98.980 | 1.020 | 28.59 | 288 | 1.000 | bicubic |
mobilevitv2_175_384_in22ft1k | 95.260 | 4.740 | 99.380 | 0.620 | 14.25 | 384 | 1.000 | bicubic |
resnetrs101 | 95.250 | 4.750 | 99.210 | 0.790 | 63.62 | 288 | 0.940 | bicubic |
vit_relpos_base_patch16_clsgap_224.sw_in1k | 95.250 | 4.750 | 99.200 | 0.800 | 86.43 | 224 | 0.900 | bicubic |
vit_large_patch32_384.orig_in21k_ft_in1k | 95.240 | 4.760 | 99.320 | 0.680 | 306.63 | 384 | 1.000 | bicubic |
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k | 95.240 | 4.760 | 99.240 | 0.760 | 88.22 | 224 | 0.900 | bicubic |
cait_xxs36_384 | 95.220 | 4.780 | 99.320 | 0.680 | 17.37 | 384 | 1.000 | bicubic |
efficientformer_l3 | 95.210 | 4.790 | 99.310 | 0.690 | 31.41 | 224 | 0.950 | bicubic |
vit_base_patch16_224.orig_in21k_ft_in1k | 95.210 | 4.790 | 99.230 | 0.770 | 86.57 | 224 | 0.900 | bicubic |
vit_relpos_medium_patch16_224.sw_in1k | 95.210 | 4.790 | 99.220 | 0.780 | 38.75 | 224 | 0.900 | bicubic |
levit_384 | 95.210 | 4.790 | 99.160 | 0.840 | 39.13 | 224 | 0.900 | bicubic |
swsl_resnet50 | 95.200 | 4.800 | 99.390 | 0.610 | 25.56 | 224 | 0.875 | bilinear |
convnext_tiny.fb_in1k | 95.200 | 4.800 | 99.330 | 0.670 | 28.59 | 288 | 1.000 | bicubic |
resnet51q | 95.200 | 4.800 | 99.280 | 0.720 | 35.70 | 288 | 1.000 | bilinear |
pvt_v2_b2_li | 95.200 | 4.800 | 99.260 | 0.740 | 22.55 | 224 | 0.900 | bicubic |
flexivit_small.1200ep_in1k | 95.200 | 4.800 | 99.170 | 0.830 | 22.06 | 240 | 0.950 | bicubic |
crossvit_18_dagger_240 | 95.180 | 4.820 | 99.120 | 0.880 | 44.27 | 240 | 0.875 | bicubic |
ssl_resnext101_32x4d | 95.160 | 4.840 | 99.300 | 0.700 | 44.18 | 224 | 0.875 | bilinear |
ecaresnet101d | 95.160 | 4.840 | 99.230 | 0.770 | 44.57 | 224 | 0.875 | bicubic |
vit_relpos_base_patch16_224.sw_in1k | 95.150 | 4.850 | 99.300 | 0.700 | 86.43 | 224 | 0.900 | bicubic |
flexivit_small.300ep_in1k | 95.150 | 4.850 | 99.160 | 0.840 | 22.06 | 240 | 0.950 | bicubic |
nasnetalarge | 95.150 | 4.850 | 99.130 | 0.870 | 88.75 | 331 | 0.911 | bicubic |
efficientnet_b3.ra2_in1k | 95.140 | 4.860 | 99.210 | 0.790 | 12.23 | 320 | 1.000 | bicubic |
resnetv2_50d_evos | 95.130 | 4.870 | 99.230 | 0.770 | 25.59 | 288 | 0.950 | bicubic |
vit_small_r26_s32_224.augreg_in21k_ft_in1k | 95.130 | 4.870 | 99.220 | 0.780 | 36.43 | 224 | 0.900 | bicubic |
fbnetv3_g.ra2_in1k | 95.130 | 4.870 | 99.200 | 0.800 | 16.62 | 288 | 0.950 | bilinear |
poolformer_m48 | 95.130 | 4.870 | 99.120 | 0.880 | 73.47 | 224 | 0.950 | bicubic |
xcit_medium_24_p16_224 | 95.130 | 4.870 | 98.920 | 1.080 | 84.40 | 224 | 1.000 | bicubic |
tf_efficientnetv2_b3.in1k | 95.120 | 4.880 | 99.200 | 0.800 | 14.36 | 300 | 0.904 | bicubic |
resnet61q | 95.120 | 4.880 | 99.080 | 0.920 | 36.85 | 288 | 1.000 | bicubic |
cs3sedarknet_l | 95.110 | 4.890 | 99.210 | 0.790 | 21.91 | 288 | 0.950 | bicubic |
convit_base | 95.100 | 4.900 | 99.140 | 0.860 | 86.54 | 224 | 0.875 | bicubic |
resnetv2_50d_gn | 95.100 | 4.900 | 99.060 | 0.940 | 25.57 | 288 | 0.950 | bicubic |
coatnet_rmlp_nano_rw_224 | 95.090 | 4.910 | 99.170 | 0.830 | 15.15 | 224 | 0.900 | bicubic |
xcit_small_24_p16_224 | 95.080 | 4.920 | 99.060 | 0.940 | 47.67 | 224 | 1.000 | bicubic |
coat_lite_small | 95.080 | 4.920 | 99.020 | 0.980 | 19.84 | 224 | 0.900 | bicubic |
ecaresnet50t | 95.070 | 4.930 | 99.290 | 0.710 | 25.57 | 320 | 0.950 | bicubic |
efficientnetv2_rw_t.ra2_in1k | 95.070 | 4.930 | 99.220 | 0.780 | 13.65 | 288 | 1.000 | bicubic |
vit_relpos_medium_patch16_rpn_224.sw_in1k | 95.070 | 4.930 | 99.200 | 0.800 | 38.73 | 224 | 0.900 | bicubic |
xception41p | 95.070 | 4.930 | 99.150 | 0.850 | 26.91 | 299 | 0.940 | bicubic |
crossvit_18_240 | 95.070 | 4.930 | 99.120 | 0.880 | 43.27 | 240 | 0.875 | bicubic |
crossvit_base_240 | 95.070 | 4.930 | 98.980 | 1.020 | 105.03 | 240 | 0.875 | bicubic |
tresnet_xl | 95.060 | 4.940 | 99.260 | 0.740 | 78.44 | 224 | 0.875 | bilinear |
coatnet_nano_rw_224 | 95.050 | 4.950 | 99.150 | 0.850 | 15.14 | 224 | 0.900 | bicubic |
mobilevitv2_200_in22ft1k | 95.050 | 4.950 | 99.080 | 0.920 | 18.45 | 256 | 0.888 | bicubic |
swinv2_tiny_window8_256 | 95.030 | 4.970 | 99.170 | 0.830 | 28.35 | 256 | 0.900 | bicubic |
halo2botnet50ts_256 | 95.030 | 4.970 | 99.030 | 0.970 | 22.64 | 256 | 0.950 | bicubic |
gcvit_xtiny | 95.010 | 4.990 | 99.180 | 0.820 | 19.98 | 224 | 0.875 | bicubic |
pvt_v2_b2 | 95.010 | 4.990 | 99.140 | 0.860 | 25.36 | 224 | 0.900 | bicubic |
poolformer_m36 | 95.010 | 4.990 | 99.100 | 0.900 | 56.17 | 224 | 0.950 | bicubic |
deit_base_patch16_224 | 95.010 | 4.990 | 98.980 | 1.020 | 86.57 | 224 | 0.900 | bicubic |
coatnet_bn_0_rw_224 | 94.980 | 5.020 | 99.230 | 0.770 | 27.44 | 224 | 0.950 | bicubic |
crossvit_15_dagger_240 | 94.980 | 5.020 | 99.160 | 0.840 | 28.21 | 240 | 0.875 | bicubic |
convmixer_1536_20 | 94.970 | 5.030 | 99.170 | 0.830 | 51.63 | 224 | 0.960 | bicubic |
tf_efficientnet_b3.ap_in1k | 94.970 | 5.030 | 99.110 | 0.890 | 12.23 | 300 | 0.904 | bicubic |
visformer_small | 94.960 | 5.040 | 99.210 | 0.790 | 40.22 | 224 | 0.900 | bicubic |
jx_nest_tiny | 94.950 | 5.050 | 99.100 | 0.900 | 17.06 | 224 | 0.875 | bicubic |
resnet101 | 94.950 | 5.050 | 99.070 | 0.930 | 44.55 | 224 | 0.950 | bicubic |
xcit_large_24_p16_224 | 94.940 | 5.060 | 98.830 | 1.170 | 189.10 | 224 | 1.000 | bicubic |
gernet_l | 94.930 | 5.070 | 99.200 | 0.800 | 31.08 | 256 | 0.875 | bilinear |
cait_xxs24_384 | 94.920 | 5.080 | 99.140 | 0.860 | 12.03 | 384 | 1.000 | bicubic |
resnetv2_101 | 94.920 | 5.080 | 99.120 | 0.880 | 44.54 | 224 | 0.950 | bicubic |
convit_small | 94.920 | 5.080 | 99.110 | 0.890 | 27.78 | 224 | 0.875 | bicubic |
tf_efficientnet_b3.aa_in1k | 94.910 | 5.090 | 99.110 | 0.890 | 12.23 | 300 | 0.904 | bicubic |
coatnet_0_rw_224 | 94.910 | 5.090 | 99.020 | 0.980 | 27.44 | 224 | 0.950 | bicubic |
vit_srelpos_medium_patch16_224.sw_in1k | 94.900 | 5.100 | 99.200 | 0.800 | 38.74 | 224 | 0.900 | bicubic |
swin_s3_tiny_224 | 94.900 | 5.100 | 99.160 | 0.840 | 28.33 | 224 | 0.900 | bicubic |
xcit_tiny_24_p8_224 | 94.890 | 5.110 | 99.190 | 0.810 | 12.11 | 224 | 1.000 | bicubic |
tresnet_l | 94.890 | 5.110 | 99.030 | 0.970 | 55.99 | 224 | 0.875 | bilinear |
vit_small_patch16_224.augreg_in21k_ft_in1k | 94.880 | 5.120 | 99.270 | 0.730 | 22.05 | 224 | 0.900 | bicubic |
mixer_b16_224_miil | 94.880 | 5.120 | 99.080 | 0.920 | 59.88 | 224 | 0.875 | bilinear |
convnext_nano.d1h_in1k | 94.870 | 5.130 | 99.140 | 0.860 | 15.59 | 288 | 1.000 | bicubic |
resnetaa50 | 94.870 | 5.130 | 99.120 | 0.880 | 25.56 | 288 | 1.000 | bicubic |
tf_efficientnet_lite4.in1k | 94.870 | 5.130 | 99.090 | 0.910 | 13.01 | 380 | 0.920 | bilinear |
tf_efficientnet_b1.ns_jft_in1k | 94.860 | 5.140 | 99.250 | 0.750 | 7.79 | 240 | 0.882 | bicubic |
coatnext_nano_rw_224 | 94.850 | 5.150 | 99.200 | 0.800 | 14.70 | 224 | 0.900 | bicubic |
edgenext_small | 94.830 | 5.170 | 99.410 | 0.590 | 5.59 | 320 | 1.000 | bicubic |
vit_base_patch16_rpn_224.in1k | 94.830 | 5.170 | 99.090 | 0.910 | 86.54 | 224 | 0.900 | bicubic |
xcit_small_12_p16_224 | 94.830 | 5.170 | 99.060 | 0.940 | 26.25 | 224 | 1.000 | bicubic |
seresnext50_32x4d | 94.820 | 5.180 | 99.130 | 0.870 | 27.56 | 224 | 0.875 | bicubic |
cs3darknet_focus_l | 94.790 | 5.210 | 99.150 | 0.850 | 21.15 | 288 | 0.950 | bicubic |
mobilevitv2_175_in22ft1k | 94.790 | 5.210 | 99.090 | 0.910 | 14.25 | 256 | 0.888 | bicubic |
pit_b_224 | 94.790 | 5.210 | 98.820 | 1.180 | 73.76 | 224 | 0.900 | bicubic |
lamhalobotnet50ts_256 | 94.780 | 5.220 | 98.980 | 1.020 | 22.57 | 256 | 0.950 | bicubic |
twins_svt_small | 94.770 | 5.230 | 99.080 | 0.920 | 24.06 | 224 | 0.900 | bicubic |
coat_mini | 94.770 | 5.230 | 98.950 | 1.050 | 10.34 | 224 | 0.900 | bicubic |
swinv2_cr_tiny_ns_224 | 94.760 | 5.240 | 99.110 | 0.890 | 28.33 | 224 | 0.900 | bicubic |
vit_base_patch32_clip_224.laion2b_ft_in1k | 94.740 | 5.260 | 99.070 | 0.930 | 88.22 | 224 | 0.900 | bicubic |
pit_s_distilled_224 | 94.730 | 5.270 | 99.190 | 0.810 | 24.04 | 224 | 0.900 | bicubic |
resnetv2_50x1_bitm | 94.730 | 5.270 | 99.180 | 0.820 | 25.55 | 448 | 1.000 | bilinear |
legacy_senet154 | 94.730 | 5.270 | 99.100 | 0.900 | 115.09 | 224 | 0.875 | bilinear |
xcit_tiny_12_p8_224_dist | 94.720 | 5.280 | 99.180 | 0.820 | 6.71 | 224 | 1.000 | bicubic |
crossvit_15_240 | 94.720 | 5.280 | 99.080 | 0.920 | 27.53 | 240 | 0.875 | bicubic |
gluon_resnet152_v1s | 94.720 | 5.280 | 99.060 | 0.940 | 60.32 | 224 | 0.875 | bicubic |
resnest50d_4s2x40d | 94.710 | 5.290 | 99.130 | 0.870 | 30.42 | 224 | 0.875 | bicubic |
gluon_senet154 | 94.710 | 5.290 | 98.970 | 1.030 | 115.09 | 224 | 0.875 | bicubic |
ssl_resnext50_32x4d | 94.700 | 5.300 | 99.240 | 0.760 | 25.03 | 224 | 0.875 | bilinear |
mobilevitv2_150_in22ft1k | 94.700 | 5.300 | 98.920 | 1.080 | 10.59 | 256 | 0.888 | bicubic |
halonet50ts | 94.700 | 5.300 | 98.830 | 1.170 | 22.73 | 256 | 0.940 | bicubic |
vit_relpos_small_patch16_224.sw_in1k | 94.690 | 5.310 | 99.100 | 0.900 | 21.98 | 224 | 0.900 | bicubic |
deit3_small_patch16_224 | 94.690 | 5.310 | 98.750 | 1.250 | 22.06 | 224 | 0.900 | bicubic |
cs3darknet_l | 94.680 | 5.320 | 99.220 | 0.780 | 21.16 | 288 | 0.950 | bicubic |
regnetz_b16 | 94.680 | 5.320 | 99.160 | 0.840 | 9.72 | 288 | 0.940 | bicubic |
efficientnet_el.ra_in1k | 94.670 | 5.330 | 99.130 | 0.870 | 10.59 | 300 | 0.904 | bicubic |
wide_resnet50_2 | 94.670 | 5.330 | 99.050 | 0.950 | 68.88 | 224 | 0.875 | bicubic |
tresnet_m_448 | 94.660 | 5.340 | 99.150 | 0.850 | 31.39 | 448 | 0.875 | bilinear |
rexnet_200 | 94.660 | 5.340 | 99.090 | 0.910 | 16.37 | 224 | 0.875 | bicubic |
gluon_seresnext101_64x4d | 94.650 | 5.350 | 98.980 | 1.020 | 88.23 | 224 | 0.875 | bicubic |
poolformer_s36 | 94.630 | 5.370 | 99.050 | 0.950 | 30.86 | 224 | 0.900 | bicubic |
vit_small_patch16_384.augreg_in1k | 94.620 | 5.380 | 99.140 | 0.860 | 22.20 | 384 | 1.000 | bicubic |
swin_tiny_patch4_window7_224 | 94.620 | 5.380 | 99.120 | 0.880 | 28.29 | 224 | 0.900 | bicubic |
resnest50d | 94.620 | 5.380 | 99.030 | 0.970 | 27.48 | 224 | 0.875 | bilinear |
gcresnet50t | 94.620 | 5.380 | 98.980 | 1.020 | 25.90 | 256 | 0.900 | bicubic |
twins_pcpvt_small | 94.600 | 5.400 | 99.150 | 0.850 | 24.11 | 224 | 0.900 | bicubic |
vit_small_patch32_384.augreg_in21k_ft_in1k | 94.590 | 5.410 | 99.140 | 0.860 | 22.92 | 384 | 1.000 | bicubic |
deit_small_distilled_patch16_224 | 94.590 | 5.410 | 99.100 | 0.900 | 22.44 | 224 | 0.900 | bicubic |
pit_s_224 | 94.590 | 5.410 | 98.930 | 1.070 | 23.46 | 224 | 0.900 | bicubic |
tnt_s_patch16_224 | 94.580 | 5.420 | 99.180 | 0.820 | 23.76 | 224 | 0.900 | bicubic |
crossvit_small_240 | 94.580 | 5.420 | 99.110 | 0.890 | 26.86 | 240 | 0.875 | bicubic |
efficientnet_b3_pruned.in1k | 94.580 | 5.420 | 99.070 | 0.930 | 9.86 | 300 | 0.904 | bicubic |
convnext_nano_ols.d1h_in1k | 94.580 | 5.420 | 99.050 | 0.950 | 15.65 | 288 | 1.000 | bicubic |
resmlp_36_distilled_224 | 94.570 | 5.430 | 99.160 | 0.840 | 44.69 | 224 | 0.875 | bicubic |
resnext50_32x4d | 94.570 | 5.430 | 98.800 | 1.200 | 25.03 | 224 | 0.950 | bicubic |
vit_srelpos_small_patch16_224.sw_in1k | 94.550 | 5.450 | 99.140 | 0.860 | 21.97 | 224 | 0.900 | bicubic |
gernet_m | 94.550 | 5.450 | 98.930 | 1.070 | 21.14 | 224 | 0.875 | bilinear |
repvgg_b3 | 94.550 | 5.450 | 98.910 | 1.090 | 123.09 | 224 | 0.875 | bilinear |
lambda_resnet50ts | 94.550 | 5.450 | 98.660 | 1.340 | 21.54 | 256 | 0.950 | bicubic |
xcit_tiny_12_p16_384_dist | 94.530 | 5.470 | 99.170 | 0.830 | 6.72 | 384 | 1.000 | bicubic |
regnety_320 | 94.520 | 5.480 | 99.170 | 0.830 | 145.05 | 224 | 0.875 | bicubic |
sehalonet33ts | 94.520 | 5.480 | 98.760 | 1.240 | 13.69 | 256 | 0.940 | bicubic |
mobilevitv2_200 | 94.510 | 5.490 | 98.970 | 1.030 | 18.45 | 256 | 0.888 | bicubic |
haloregnetz_b | 94.510 | 5.490 | 98.960 | 1.040 | 11.68 | 224 | 0.940 | bicubic |
repvgg_b3g4 | 94.490 | 5.510 | 99.020 | 0.980 | 83.83 | 224 | 0.875 | bilinear |
ecaresnet101d_pruned | 94.450 | 5.550 | 99.100 | 0.900 | 24.88 | 224 | 0.875 | bicubic |
gluon_seresnext101_32x4d | 94.450 | 5.550 | 99.090 | 0.910 | 48.96 | 224 | 0.875 | bicubic |
vit_base_patch32_clip_224.openai_ft_in1k | 94.440 | 5.560 | 99.180 | 0.820 | 88.22 | 224 | 0.900 | bicubic |
vit_base_patch16_384.augreg_in1k | 94.440 | 5.560 | 99.020 | 0.980 | 86.86 | 384 | 1.000 | bicubic |
gluon_resnet152_v1d | 94.440 | 5.560 | 99.010 | 0.990 | 60.21 | 224 | 0.875 | bicubic |
convmixer_768_32 | 94.420 | 5.580 | 99.110 | 0.890 | 21.11 | 224 | 0.960 | bicubic |
gcresnext50ts | 94.410 | 5.590 | 98.990 | 1.010 | 15.67 | 256 | 0.900 | bicubic |
nf_resnet50 | 94.400 | 5.600 | 99.070 | 0.930 | 25.56 | 288 | 0.940 | bicubic |
levit_256 | 94.400 | 5.600 | 99.060 | 0.940 | 18.89 | 224 | 0.900 | bicubic |
resnest50d_1s4x24d | 94.390 | 5.610 | 99.070 | 0.930 | 25.68 | 224 | 0.875 | bicubic |
vit_base_patch32_224.augreg_in21k_ft_in1k | 94.390 | 5.610 | 99.060 | 0.940 | 88.22 | 224 | 0.900 | bicubic |
inception_v4 | 94.380 | 5.620 | 98.820 | 1.180 | 42.68 | 299 | 0.875 | bicubic |
darknet53 | 94.370 | 5.630 | 99.050 | 0.950 | 41.61 | 288 | 1.000 | bicubic |
efficientnet_b2.ra_in1k | 94.370 | 5.630 | 99.050 | 0.950 | 9.11 | 288 | 1.000 | bicubic |
tf_efficientnet_el.in1k | 94.360 | 5.640 | 99.100 | 0.900 | 10.59 | 300 | 0.904 | bicubic |
xcit_tiny_12_p8_224 | 94.360 | 5.640 | 99.070 | 0.930 | 6.71 | 224 | 1.000 | bicubic |
edgenext_small_rw | 94.360 | 5.640 | 99.040 | 0.960 | 7.83 | 320 | 1.000 | bicubic |
gluon_resnext101_64x4d | 94.350 | 5.650 | 98.880 | 1.120 | 83.46 | 224 | 0.875 | bicubic |
inception_resnet_v2 | 94.340 | 5.660 | 98.800 | 1.200 | 55.84 | 299 | 0.897 | bicubic |
resmlp_24_distilled_224 | 94.330 | 5.670 | 99.090 | 0.910 | 30.02 | 224 | 0.875 | bicubic |
poolformer_s24 | 94.330 | 5.670 | 99.060 | 0.940 | 21.39 | 224 | 0.900 | bicubic |
sebotnet33ts_256 | 94.330 | 5.670 | 98.580 | 1.420 | 13.70 | 256 | 0.940 | bicubic |
ssl_resnet50 | 94.310 | 5.690 | 99.150 | 0.850 | 25.56 | 224 | 0.875 | bilinear |
resnetv2_50 | 94.290 | 5.710 | 98.930 | 1.070 | 25.55 | 224 | 0.950 | bicubic |
regnetx_120 | 94.270 | 5.730 | 99.190 | 0.810 | 46.11 | 224 | 0.875 | bicubic |
rexnet_150 | 94.270 | 5.730 | 99.080 | 0.920 | 9.73 | 224 | 0.875 | bicubic |
tf_efficientnet_b2.ap_in1k | 94.270 | 5.730 | 98.950 | 1.050 | 9.11 | 260 | 0.890 | bicubic |
seresnet33ts | 94.270 | 5.730 | 98.780 | 1.220 | 19.78 | 256 | 0.900 | bicubic |
resmlp_big_24_224 | 94.260 | 5.740 | 98.820 | 1.180 | 129.14 | 224 | 0.875 | bicubic |
cspresnext50 | 94.250 | 5.750 | 99.050 | 0.950 | 20.57 | 256 | 0.887 | bilinear |
xcit_tiny_24_p16_224_dist | 94.230 | 5.770 | 98.960 | 1.040 | 12.12 | 224 | 1.000 | bicubic |
mobilevitv2_175 | 94.230 | 5.770 | 98.930 | 1.070 | 14.25 | 256 | 0.888 | bicubic |
mixnet_xl.ra_in1k | 94.230 | 5.770 | 98.820 | 1.180 | 11.90 | 224 | 0.875 | bicubic |
maxvit_rmlp_pico_rw_256 | 94.220 | 5.780 | 99.000 | 1.000 | 7.52 | 256 | 0.950 | bicubic |
regnetx_320 | 94.210 | 5.790 | 99.050 | 0.950 | 107.81 | 224 | 0.875 | bicubic |
tf_efficientnet_b2.aa_in1k | 94.210 | 5.790 | 99.030 | 0.970 | 9.11 | 260 | 0.890 | bicubic |
darknetaa53 | 94.210 | 5.790 | 98.950 | 1.050 | 36.02 | 288 | 1.000 | bilinear |
ecaresnet50d | 94.190 | 5.810 | 99.020 | 0.980 | 25.58 | 224 | 0.875 | bicubic |
dpn92 | 94.190 | 5.810 | 98.930 | 1.070 | 37.67 | 224 | 0.875 | bicubic |
resnet50_gn | 94.180 | 5.820 | 98.920 | 1.080 | 25.56 | 224 | 0.940 | bicubic |
gluon_resnet101_v1s | 94.170 | 5.830 | 99.010 | 0.990 | 44.67 | 224 | 0.875 | bicubic |
gluon_resnet101_v1d | 94.170 | 5.830 | 98.940 | 1.060 | 44.57 | 224 | 0.875 | bicubic |
gluon_seresnext50_32x4d | 94.170 | 5.830 | 98.910 | 1.090 | 27.56 | 224 | 0.875 | bicubic |
ecaresnetlight | 94.140 | 5.860 | 98.950 | 1.050 | 30.16 | 224 | 0.875 | bicubic |
legacy_seresnext101_32x4d | 94.130 | 5.870 | 98.970 | 1.030 | 48.96 | 224 | 0.875 | bilinear |
tf_efficientnet_lite3.in1k | 94.130 | 5.870 | 98.960 | 1.040 | 8.20 | 300 | 0.904 | bilinear |
ens_adv_inception_resnet_v2 | 94.130 | 5.870 | 98.790 | 1.210 | 55.84 | 299 | 0.897 | bicubic |
gluon_resnext101_32x4d | 94.120 | 5.880 | 98.930 | 1.070 | 44.18 | 224 | 0.875 | bicubic |
efficientnet_el_pruned.in1k | 94.090 | 5.910 | 99.010 | 0.990 | 10.59 | 300 | 0.904 | bicubic |
cspdarknet53 | 94.090 | 5.910 | 98.980 | 1.020 | 27.64 | 256 | 0.887 | bilinear |
seresnet50 | 94.080 | 5.920 | 98.970 | 1.030 | 28.09 | 224 | 0.875 | bicubic |
tf_efficientnetv2_b2.in1k | 94.070 | 5.930 | 98.930 | 1.070 | 10.10 | 260 | 0.890 | bicubic |
resnet50d | 94.070 | 5.930 | 98.920 | 1.080 | 25.58 | 224 | 0.875 | bicubic |
gcvit_xxtiny | 94.050 | 5.950 | 99.070 | 0.930 | 12.00 | 224 | 0.875 | bicubic |
mobilevitv2_150 | 94.050 | 5.950 | 98.900 | 1.100 | 10.59 | 256 | 0.888 | bicubic |
hrnet_w48 | 94.030 | 5.970 | 99.040 | 0.960 | 77.47 | 224 | 0.875 | bilinear |
convnext_pico.d1_in1k | 94.030 | 5.970 | 99.000 | 1.000 | 9.05 | 288 | 0.950 | bicubic |
convnext_pico_ols.d1_in1k | 94.030 | 5.970 | 98.940 | 1.060 | 9.06 | 288 | 1.000 | bicubic |
gluon_resnet152_v1b | 94.030 | 5.970 | 98.740 | 1.260 | 60.19 | 224 | 0.875 | bicubic |
resnetrs50 | 94.020 | 5.980 | 98.850 | 1.150 | 35.69 | 224 | 0.910 | bicubic |
regnety_120 | 94.010 | 5.990 | 99.030 | 0.970 | 51.82 | 224 | 0.875 | bicubic |
gluon_xception65 | 94.010 | 5.990 | 99.020 | 0.980 | 39.92 | 299 | 0.903 | bicubic |
dla102x2 | 94.000 | 6.000 | 99.030 | 0.970 | 41.28 | 224 | 0.875 | bilinear |
deit_small_patch16_224 | 94.000 | 6.000 | 98.960 | 1.040 | 22.05 | 224 | 0.900 | bicubic |
dpn107 | 93.960 | 6.040 | 98.840 | 1.160 | 86.92 | 224 | 0.875 | bicubic |
skresnext50_32x4d | 93.950 | 6.050 | 98.820 | 1.180 | 27.48 | 224 | 0.875 | bicubic |
efficientformer_l1 | 93.940 | 6.060 | 99.030 | 0.970 | 12.29 | 224 | 0.950 | bicubic |
dpn98 | 93.940 | 6.060 | 98.920 | 1.080 | 61.57 | 224 | 0.875 | bicubic |
ecaresnet26t | 93.940 | 6.060 | 98.920 | 1.080 | 16.01 | 320 | 0.950 | bicubic |
cait_xxs36_224 | 93.940 | 6.060 | 98.890 | 1.110 | 17.30 | 224 | 1.000 | bicubic |
resnet50 | 93.920 | 6.080 | 98.470 | 1.530 | 25.56 | 224 | 0.950 | bicubic |
xception71 | 93.890 | 6.110 | 98.950 | 1.050 | 42.34 | 299 | 0.903 | bicubic |
vit_base_patch16_224.sam | 93.890 | 6.110 | 98.890 | 1.110 | 86.57 | 224 | 0.900 | bicubic |
regnetx_160 | 93.880 | 6.120 | 99.090 | 0.910 | 54.28 | 224 | 0.875 | bicubic |
gluon_resnet152_v1c | 93.880 | 6.120 | 98.800 | 1.200 | 60.21 | 224 | 0.875 | bicubic |
nf_regnet_b1 | 93.880 | 6.120 | 98.740 | 1.260 | 10.22 | 288 | 0.900 | bicubic |
eca_resnet33ts | 93.860 | 6.140 | 98.890 | 1.110 | 19.68 | 256 | 0.900 | bicubic |
cspresnet50 | 93.860 | 6.140 | 98.870 | 1.130 | 21.62 | 256 | 0.887 | bilinear |
ese_vovnet39b | 93.850 | 6.150 | 98.900 | 1.100 | 24.57 | 224 | 0.875 | bicubic |
xcit_tiny_24_p16_224 | 93.850 | 6.150 | 98.760 | 1.240 | 12.12 | 224 | 1.000 | bicubic |
fbnetv3_d.ra2_in1k | 93.840 | 6.160 | 98.910 | 1.090 | 10.31 | 256 | 0.950 | bilinear |
hrnet_w64 | 93.830 | 6.170 | 98.930 | 1.070 | 128.06 | 224 | 0.875 | bilinear |
ecaresnet50d_pruned | 93.820 | 6.180 | 99.000 | 1.000 | 19.94 | 224 | 0.875 | bicubic |
repvgg_b2g4 | 93.820 | 6.180 | 98.930 | 1.070 | 61.76 | 224 | 0.875 | bilinear |
gcresnet33ts | 93.820 | 6.180 | 98.910 | 1.090 | 19.88 | 256 | 0.900 | bicubic |
resnext50d_32x4d | 93.810 | 6.190 | 98.740 | 1.260 | 25.05 | 224 | 0.875 | bicubic |
efficientnet_b2_pruned.in1k | 93.800 | 6.200 | 98.910 | 1.090 | 8.31 | 260 | 0.890 | bicubic |
dla169 | 93.800 | 6.200 | 98.840 | 1.160 | 53.39 | 224 | 0.875 | bilinear |
regnetx_080 | 93.790 | 6.210 | 98.910 | 1.090 | 39.57 | 224 | 0.875 | bicubic |
resnext101_32x8d | 93.770 | 6.230 | 98.950 | 1.050 | 88.79 | 224 | 0.875 | bilinear |
dpn131 | 93.760 | 6.240 | 98.800 | 1.200 | 79.25 | 224 | 0.875 | bicubic |
gluon_resnet101_v1b | 93.760 | 6.240 | 98.700 | 1.300 | 44.55 | 224 | 0.875 | bicubic |
tf_efficientnet_b0.ns_jft_in1k | 93.740 | 6.260 | 98.980 | 1.020 | 5.29 | 224 | 0.875 | bicubic |
efficientnet_em.ra2_in1k | 93.740 | 6.260 | 98.930 | 1.070 | 6.90 | 240 | 0.882 | bicubic |
wide_resnet101_2 | 93.730 | 6.270 | 98.810 | 1.190 | 126.89 | 224 | 0.875 | bilinear |
tf_efficientnetv2_b1.in1k | 93.710 | 6.290 | 98.820 | 1.180 | 8.14 | 240 | 0.882 | bicubic |
resnetblur50 | 93.710 | 6.290 | 98.810 | 1.190 | 25.56 | 224 | 0.875 | bicubic |
hrnet_w40 | 93.710 | 6.290 | 98.800 | 1.200 | 57.56 | 224 | 0.875 | bilinear |
tf_efficientnet_b1.aa_in1k | 93.710 | 6.290 | 98.800 | 1.200 | 7.79 | 240 | 0.882 | bicubic |
levit_192 | 93.710 | 6.290 | 98.790 | 1.210 | 10.95 | 224 | 0.900 | bicubic |
gluon_resnet101_v1c | 93.690 | 6.310 | 98.760 | 1.240 | 44.57 | 224 | 0.875 | bicubic |
regnetx_040 | 93.680 | 6.320 | 98.940 | 1.060 | 22.12 | 224 | 0.875 | bicubic |
rexnet_130 | 93.670 | 6.330 | 98.710 | 1.290 | 7.56 | 224 | 0.875 | bicubic |
resmlp_36_224 | 93.650 | 6.350 | 98.950 | 1.050 | 44.69 | 224 | 0.875 | bicubic |
fbnetv3_b.ra2_in1k | 93.650 | 6.350 | 98.910 | 1.090 | 8.60 | 256 | 0.950 | bilinear |
gluon_resnext50_32x4d | 93.650 | 6.350 | 98.690 | 1.310 | 25.03 | 224 | 0.875 | bicubic |
xception | 93.640 | 6.360 | 98.770 | 1.230 | 22.86 | 299 | 0.897 | bicubic |
regnetx_064 | 93.630 | 6.370 | 99.050 | 0.950 | 26.21 | 224 | 0.875 | bicubic |
tf_efficientnet_b1.ap_in1k | 93.630 | 6.370 | 98.800 | 1.200 | 7.79 | 240 | 0.882 | bicubic |
resnet33ts | 93.630 | 6.370 | 98.750 | 1.250 | 19.68 | 256 | 0.900 | bicubic |
hrnet_w44 | 93.620 | 6.380 | 98.960 | 1.040 | 67.06 | 224 | 0.875 | bilinear |
dpn68b | 93.620 | 6.380 | 98.700 | 1.300 | 12.61 | 224 | 0.875 | bicubic |
halonet26t | 93.610 | 6.390 | 98.640 | 1.360 | 12.48 | 256 | 0.950 | bicubic |
repvgg_b2 | 93.590 | 6.410 | 99.070 | 0.930 | 89.02 | 224 | 0.875 | bilinear |
gluon_resnet50_v1s | 93.590 | 6.410 | 98.840 | 1.160 | 25.68 | 224 | 0.875 | bicubic |
res2net50_26w_6s | 93.590 | 6.410 | 98.750 | 1.250 | 37.05 | 224 | 0.875 | bilinear |
dla60_res2next | 93.570 | 6.430 | 98.800 | 1.200 | 17.03 | 224 | 0.875 | bilinear |
resnet32ts | 93.570 | 6.430 | 98.750 | 1.250 | 17.96 | 256 | 0.900 | bicubic |
tf_efficientnet_cc_b1_8e.in1k | 93.570 | 6.430 | 98.690 | 1.310 | 39.72 | 240 | 0.882 | bicubic |
eca_halonext26ts | 93.550 | 6.450 | 98.680 | 1.320 | 10.76 | 256 | 0.940 | bicubic |
convnext_tiny.fb_in22k_ft_in1k | 93.550 | 6.450 | 98.580 | 1.420 | 28.59 | 288 | 1.000 | bicubic |
gluon_inception_v3 | 93.540 | 6.460 | 98.830 | 1.170 | 23.83 | 299 | 0.875 | bicubic |
dla102x | 93.530 | 6.470 | 98.850 | 1.150 | 26.31 | 224 | 0.875 | bilinear |
gluon_resnet50_v1d | 93.530 | 6.470 | 98.710 | 1.290 | 25.58 | 224 | 0.875 | bicubic |
res2net101_26w_4s | 93.520 | 6.480 | 98.600 | 1.400 | 45.21 | 224 | 0.875 | bilinear |
coat_tiny | 93.510 | 6.490 | 98.690 | 1.310 | 5.50 | 224 | 0.900 | bicubic |
selecsls60b | 93.500 | 6.500 | 98.840 | 1.160 | 32.77 | 224 | 0.875 | bicubic |
gmlp_s16_224 | 93.500 | 6.500 | 98.780 | 1.220 | 19.42 | 224 | 0.875 | bicubic |
pvt_v2_b1 | 93.490 | 6.510 | 98.860 | 1.140 | 14.01 | 224 | 0.900 | bicubic |
cait_xxs24_224 | 93.490 | 6.510 | 98.770 | 1.230 | 11.96 | 224 | 1.000 | bicubic |
xception41 | 93.480 | 6.520 | 98.750 | 1.250 | 26.97 | 299 | 0.903 | bicubic |
mobilevitv2_125 | 93.460 | 6.540 | 98.860 | 1.140 | 7.48 | 256 | 0.888 | bicubic |
coat_lite_mini | 93.450 | 6.550 | 98.780 | 1.220 | 11.01 | 224 | 0.900 | bicubic |
res2net50_26w_8s | 93.450 | 6.550 | 98.700 | 1.300 | 48.40 | 224 | 0.875 | bilinear |
botnet26t_256 | 93.450 | 6.550 | 98.650 | 1.350 | 12.49 | 256 | 0.950 | bicubic |
legacy_seresnet152 | 93.440 | 6.560 | 98.850 | 1.150 | 66.82 | 224 | 0.875 | bilinear |
convnext_femto.d1_in1k | 93.440 | 6.560 | 98.810 | 1.190 | 5.22 | 288 | 0.950 | bicubic |
resmlp_24_224 | 93.440 | 6.560 | 98.810 | 1.190 | 30.02 | 224 | 0.875 | bicubic |
lambda_resnet26rpt_256 | 93.430 | 6.570 | 98.880 | 1.120 | 10.99 | 256 | 0.940 | bicubic |
legacy_seresnext50_32x4d | 93.430 | 6.570 | 98.800 | 1.200 | 27.56 | 224 | 0.875 | bilinear |
vit_small_patch16_224.augreg_in1k | 93.430 | 6.570 | 98.780 | 1.220 | 22.05 | 224 | 0.900 | bicubic |
vit_tiny_patch16_384.augreg_in21k_ft_in1k | 93.420 | 6.580 | 98.830 | 1.170 | 5.79 | 384 | 1.000 | bicubic |
repvgg_b1 | 93.410 | 6.590 | 98.790 | 1.210 | 57.42 | 224 | 0.875 | bilinear |
lambda_resnet26t | 93.400 | 6.600 | 98.740 | 1.260 | 10.96 | 256 | 0.940 | bicubic |
convnext_femto_ols.d1_in1k | 93.390 | 6.610 | 98.910 | 1.090 | 5.23 | 288 | 0.950 | bicubic |
dla60_res2net | 93.380 | 6.620 | 98.860 | 1.140 | 20.85 | 224 | 0.875 | bilinear |
hrnet_w30 | 93.370 | 6.630 | 98.830 | 1.170 | 37.71 | 224 | 0.875 | bilinear |
eca_botnext26ts_256 | 93.360 | 6.640 | 98.700 | 1.300 | 10.59 | 256 | 0.950 | bicubic |
xcit_tiny_12_p16_224_dist | 93.350 | 6.650 | 98.740 | 1.260 | 6.72 | 224 | 1.000 | bicubic |
vit_base_patch16_224.augreg_in1k | 93.350 | 6.650 | 98.670 | 1.330 | 86.57 | 224 | 0.900 | bicubic |
cs3darknet_m | 93.280 | 6.720 | 98.720 | 1.280 | 9.31 | 288 | 0.950 | bicubic |
dla102 | 93.260 | 6.740 | 98.780 | 1.220 | 33.27 | 224 | 0.875 | bilinear |
legacy_seresnet101 | 93.260 | 6.740 | 98.740 | 1.260 | 49.33 | 224 | 0.875 | bilinear |
mixnet_l.ft_in1k | 93.260 | 6.740 | 98.700 | 1.300 | 7.33 | 224 | 0.875 | bicubic |
xcit_nano_12_p8_384_dist | 93.250 | 6.750 | 98.850 | 1.150 | 3.05 | 384 | 1.000 | bicubic |
regnetx_032 | 93.250 | 6.750 | 98.730 | 1.270 | 15.30 | 224 | 0.875 | bicubic |
resnest26d | 93.240 | 6.760 | 98.850 | 1.150 | 17.07 | 224 | 0.875 | bilinear |
pit_xs_distilled_224 | 93.240 | 6.760 | 98.820 | 1.180 | 11.00 | 224 | 0.900 | bicubic |
tv_resnet152 | 93.240 | 6.760 | 98.750 | 1.250 | 60.19 | 224 | 0.875 | bilinear |
tf_inception_v3 | 93.200 | 6.800 | 98.480 | 1.520 | 23.83 | 299 | 0.875 | bicubic |
dla60x | 93.190 | 6.810 | 98.710 | 1.290 | 17.35 | 224 | 0.875 | bilinear |
res2net50_26w_4s | 93.180 | 6.820 | 98.670 | 1.330 | 25.70 | 224 | 0.875 | bilinear |
tf_efficientnet_em.in1k | 93.170 | 6.830 | 98.670 | 1.330 | 6.90 | 240 | 0.882 | bicubic |
mobilevit_s | 93.160 | 6.840 | 98.770 | 1.230 | 5.58 | 256 | 0.900 | bicubic |
vit_base_patch32_384.augreg_in1k | 93.160 | 6.840 | 98.610 | 1.390 | 88.30 | 384 | 1.000 | bicubic |
vit_relpos_base_patch32_plus_rpn_256.sw_in1k | 93.160 | 6.840 | 98.310 | 1.690 | 119.42 | 256 | 0.900 | bicubic |
res2next50 | 93.150 | 6.850 | 98.660 | 1.340 | 24.67 | 224 | 0.875 | bilinear |
mobilevitv2_100 | 93.140 | 6.860 | 98.760 | 1.240 | 4.90 | 256 | 0.888 | bicubic |
cs3darknet_focus_m | 93.110 | 6.890 | 98.740 | 1.260 | 9.30 | 288 | 0.950 | bicubic |
bat_resnext26ts | 93.100 | 6.900 | 98.720 | 1.280 | 10.73 | 256 | 0.900 | bicubic |
tf_efficientnetv2_b0.in1k | 93.060 | 6.940 | 98.700 | 1.300 | 7.14 | 224 | 0.875 | bicubic |
levit_128 | 93.050 | 6.950 | 98.690 | 1.310 | 9.21 | 224 | 0.900 | bicubic |
tf_mixnet_l.in1k | 93.040 | 6.960 | 98.540 | 1.460 | 7.33 | 224 | 0.875 | bicubic |
repvgg_b1g4 | 93.030 | 6.970 | 98.820 | 1.180 | 39.97 | 224 | 0.875 | bilinear |
efficientnet_b1.ft_in1k | 93.030 | 6.970 | 98.710 | 1.290 | 7.79 | 256 | 1.000 | bicubic |
res2net50_14w_8s | 93.030 | 6.970 | 98.700 | 1.300 | 25.06 | 224 | 0.875 | bilinear |
selecsls60 | 93.010 | 6.990 | 98.830 | 1.170 | 30.67 | 224 | 0.875 | bicubic |
adv_inception_v3 | 93.010 | 6.990 | 98.490 | 1.510 | 23.83 | 299 | 0.875 | bicubic |
regnety_016 | 93.000 | 7.000 | 98.680 | 1.320 | 11.20 | 224 | 0.875 | bicubic |
convnext_atto_ols.a2_in1k | 92.980 | 7.020 | 98.680 | 1.320 | 3.70 | 288 | 0.950 | bicubic |
hardcorenas_f | 92.980 | 7.020 | 98.620 | 1.380 | 8.20 | 224 | 0.875 | bilinear |
efficientnet_b1_pruned.in1k | 92.980 | 7.020 | 98.530 | 1.470 | 6.33 | 240 | 0.882 | bicubic |
hrnet_w32 | 92.950 | 7.050 | 98.840 | 1.160 | 41.23 | 224 | 0.875 | bilinear |
hardcorenas_e | 92.950 | 7.050 | 98.570 | 1.430 | 8.07 | 224 | 0.875 | bilinear |
pit_xs_224 | 92.910 | 7.090 | 98.780 | 1.220 | 10.62 | 224 | 0.900 | bicubic |
gluon_resnet50_v1c | 92.910 | 7.090 | 98.710 | 1.290 | 25.58 | 224 | 0.875 | bicubic |
efficientnet_es.ra_in1k | 92.910 | 7.090 | 98.690 | 1.310 | 5.44 | 224 | 0.875 | bicubic |
densenet161 | 92.900 | 7.100 | 98.810 | 1.190 | 28.68 | 224 | 0.875 | bicubic |
tv_resnext50_32x4d | 92.900 | 7.100 | 98.720 | 1.280 | 25.03 | 224 | 0.875 | bilinear |
inception_v3 | 92.900 | 7.100 | 98.330 | 1.670 | 23.83 | 299 | 0.875 | bicubic |
tv_resnet101 | 92.880 | 7.120 | 98.660 | 1.340 | 44.55 | 224 | 0.875 | bilinear |
resmlp_12_distilled_224 | 92.870 | 7.130 | 98.630 | 1.370 | 15.35 | 224 | 0.875 | bicubic |
tf_efficientnet_cc_b0_8e.in1k | 92.870 | 7.130 | 98.460 | 1.540 | 24.01 | 224 | 0.875 | bicubic |
coat_lite_tiny | 92.850 | 7.150 | 98.640 | 1.360 | 5.72 | 224 | 0.900 | bicubic |
rexnet_100 | 92.850 | 7.150 | 98.620 | 1.380 | 4.80 | 224 | 0.875 | bicubic |
tf_efficientnet_cc_b0_4e.in1k | 92.840 | 7.160 | 98.440 | 1.560 | 13.31 | 224 | 0.875 | bicubic |
seresnext26ts | 92.830 | 7.170 | 98.600 | 1.400 | 10.39 | 256 | 0.900 | bicubic |
seresnext26t_32x4d | 92.820 | 7.180 | 98.560 | 1.440 | 16.81 | 224 | 0.875 | bicubic |
tinynet_a.in1k | 92.800 | 7.200 | 98.560 | 1.440 | 6.19 | 192 | 0.875 | bicubic |
res2net50_48w_2s | 92.790 | 7.210 | 98.470 | 1.530 | 25.29 | 224 | 0.875 | bilinear |
hrnet_w18 | 92.760 | 7.240 | 98.660 | 1.340 | 21.30 | 224 | 0.875 | bilinear |
convnext_atto.d2_in1k | 92.760 | 7.240 | 98.610 | 1.390 | 3.70 | 288 | 0.950 | bicubic |
crossvit_9_dagger_240 | 92.760 | 7.240 | 98.510 | 1.490 | 8.78 | 240 | 0.875 | bicubic |
densenet201 | 92.690 | 7.310 | 98.650 | 1.350 | 20.01 | 224 | 0.875 | bicubic |
resnet26t | 92.680 | 7.320 | 98.580 | 1.420 | 16.01 | 256 | 0.940 | bicubic |
repvgg_a2 | 92.680 | 7.320 | 98.520 | 1.480 | 28.21 | 224 | 0.875 | bilinear |
gmixer_24_224 | 92.680 | 7.320 | 98.280 | 1.720 | 24.72 | 224 | 0.875 | bicubic |
legacy_seresnet50 | 92.670 | 7.330 | 98.650 | 1.350 | 28.09 | 224 | 0.875 | bilinear |
dla60 | 92.670 | 7.330 | 98.630 | 1.370 | 22.04 | 224 | 0.875 | bilinear |
resnet34d | 92.640 | 7.360 | 98.420 | 1.580 | 21.82 | 224 | 0.875 | bicubic |
mobilenetv2_120d.ra_in1k | 92.610 | 7.390 | 98.510 | 1.490 | 5.83 | 224 | 0.875 | bicubic |
tf_efficientnet_b0.ap_in1k | 92.610 | 7.390 | 98.370 | 1.630 | 5.29 | 224 | 0.875 | bicubic |
hardcorenas_d | 92.600 | 7.400 | 98.430 | 1.570 | 7.50 | 224 | 0.875 | bilinear |
tf_efficientnet_lite2.in1k | 92.590 | 7.410 | 98.550 | 1.450 | 6.09 | 260 | 0.890 | bicubic |
skresnet34 | 92.570 | 7.430 | 98.520 | 1.480 | 22.28 | 224 | 0.875 | bicubic |
legacy_seresnext26_32x4d | 92.570 | 7.430 | 98.420 | 1.580 | 16.79 | 224 | 0.875 | bicubic |
gluon_resnet50_v1b | 92.560 | 7.440 | 98.550 | 1.450 | 25.56 | 224 | 0.875 | bicubic |
regnetx_016 | 92.540 | 7.460 | 98.550 | 1.450 | 9.19 | 224 | 0.875 | bicubic |
efficientnet_b0.ra_in1k | 92.480 | 7.520 | 98.680 | 1.320 | 5.29 | 224 | 0.875 | bicubic |
selecsls42b | 92.480 | 7.520 | 98.440 | 1.560 | 32.46 | 224 | 0.875 | bicubic |
poolformer_s12 | 92.470 | 7.530 | 98.350 | 1.650 | 11.92 | 224 | 0.900 | bicubic |
xcit_tiny_12_p16_224 | 92.460 | 7.540 | 98.630 | 1.370 | 6.72 | 224 | 1.000 | bicubic |
gcresnext26ts | 92.460 | 7.540 | 98.490 | 1.510 | 10.48 | 256 | 0.900 | bicubic |
seresnext26d_32x4d | 92.440 | 7.560 | 98.540 | 1.460 | 16.81 | 224 | 0.875 | bicubic |
gernet_s | 92.440 | 7.560 | 98.500 | 1.500 | 8.17 | 224 | 0.875 | bilinear |
xcit_nano_12_p8_224_dist | 92.430 | 7.570 | 98.530 | 1.470 | 3.05 | 224 | 1.000 | bicubic |
eca_resnext26ts | 92.420 | 7.580 | 98.620 | 1.380 | 10.30 | 256 | 0.900 | bicubic |
tf_efficientnet_b0.aa_in1k | 92.400 | 7.600 | 98.470 | 1.530 | 5.29 | 224 | 0.875 | bicubic |
densenetblur121d | 92.400 | 7.600 | 98.410 | 1.590 | 8.00 | 224 | 0.875 | bicubic |
convmixer_1024_20_ks9_p14 | 92.340 | 7.660 | 98.430 | 1.570 | 24.38 | 224 | 0.960 | bicubic |
hardcorenas_c | 92.330 | 7.670 | 98.340 | 1.660 | 5.52 | 224 | 0.875 | bilinear |
tf_efficientnet_lite1.in1k | 92.310 | 7.690 | 98.490 | 1.510 | 5.42 | 240 | 0.882 | bicubic |
densenet169 | 92.300 | 7.700 | 98.590 | 1.410 | 14.15 | 224 | 0.875 | bicubic |
mixnet_m.ft_in1k | 92.270 | 7.730 | 98.350 | 1.650 | 5.01 | 224 | 0.875 | bicubic |
mobilenetv3_large_100.miil_in21k_ft_in1k | 92.250 | 7.750 | 98.250 | 1.750 | 5.48 | 224 | 0.875 | bilinear |
dpn68 | 92.240 | 7.760 | 98.610 | 1.390 | 12.61 | 224 | 0.875 | bicubic |
resnet26d | 92.230 | 7.770 | 98.450 | 1.550 | 16.01 | 224 | 0.875 | bicubic |
resnext26ts | 92.210 | 7.790 | 98.250 | 1.750 | 10.30 | 256 | 0.900 | bicubic |
tf_mixnet_m.in1k | 92.200 | 7.800 | 98.420 | 1.580 | 5.01 | 224 | 0.875 | bicubic |
vit_small_patch32_224.augreg_in21k_ft_in1k | 92.150 | 7.850 | 98.510 | 1.490 | 22.88 | 224 | 0.900 | bicubic |
tv_resnet50 | 92.140 | 7.860 | 98.420 | 1.580 | 25.56 | 224 | 0.875 | bilinear |
resmlp_12_224 | 92.120 | 7.880 | 98.570 | 1.430 | 15.35 | 224 | 0.875 | bicubic |
xcit_nano_12_p16_384_dist | 92.110 | 7.890 | 98.520 | 1.480 | 3.05 | 384 | 1.000 | bicubic |
tf_efficientnet_es.in1k | 92.100 | 7.900 | 98.440 | 1.560 | 5.44 | 224 | 0.875 | bicubic |
mobilenetv2_140.ra_in1k | 92.030 | 7.970 | 98.250 | 1.750 | 6.11 | 224 | 0.875 | bicubic |
ese_vovnet19b_dw | 92.010 | 7.990 | 98.510 | 1.490 | 6.54 | 224 | 0.875 | bicubic |
mobilevitv2_075 | 91.980 | 8.020 | 98.300 | 1.700 | 2.87 | 256 | 0.888 | bicubic |
hardcorenas_b | 91.940 | 8.060 | 98.400 | 1.600 | 5.18 | 224 | 0.875 | bilinear |
densenet121 | 91.940 | 8.060 | 98.280 | 1.720 | 7.98 | 224 | 0.875 | bicubic |
vit_tiny_patch16_224.augreg_in21k_ft_in1k | 91.930 | 8.070 | 98.340 | 1.660 | 5.72 | 224 | 0.900 | bicubic |
regnety_008 | 91.900 | 8.100 | 98.420 | 1.580 | 6.26 | 224 | 0.875 | bicubic |
mixnet_s.ft_in1k | 91.780 | 8.220 | 98.300 | 1.700 | 4.13 | 224 | 0.875 | bicubic |
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k | 91.730 | 8.270 | 98.430 | 1.570 | 6.36 | 384 | 1.000 | bicubic |
efficientnet_es_pruned.in1k | 91.700 | 8.300 | 98.420 | 1.580 | 5.44 | 224 | 0.875 | bicubic |
repvgg_b0 | 91.680 | 8.320 | 98.450 | 1.550 | 15.82 | 224 | 0.875 | bilinear |
tf_mixnet_s.in1k | 91.680 | 8.320 | 98.240 | 1.760 | 4.13 | 224 | 0.875 | bicubic |
semnasnet_100.rmsp_in1k | 91.660 | 8.340 | 98.270 | 1.730 | 3.89 | 224 | 0.875 | bicubic |
hardcorenas_a | 91.620 | 8.380 | 98.170 | 1.830 | 5.26 | 224 | 0.875 | bilinear |
regnety_006 | 91.570 | 8.430 | 98.430 | 1.570 | 6.06 | 224 | 0.875 | bicubic |
edgenext_x_small | 91.570 | 8.430 | 98.180 | 1.820 | 2.34 | 288 | 1.000 | bicubic |
mobilenetv3_rw.rmsp_in1k | 91.550 | 8.450 | 98.270 | 1.730 | 5.48 | 224 | 0.875 | bicubic |
levit_128s | 91.500 | 8.500 | 98.400 | 1.600 | 7.78 | 224 | 0.900 | bicubic |
mobilenetv3_large_100.ra_in1k | 91.480 | 8.520 | 98.320 | 1.680 | 5.48 | 224 | 0.875 | bicubic |
legacy_seresnet34 | 91.480 | 8.520 | 98.200 | 1.800 | 21.96 | 224 | 0.875 | bilinear |
resnet26 | 91.440 | 8.560 | 98.280 | 1.720 | 16.00 | 224 | 0.875 | bicubic |
tf_mobilenetv3_large_100.in1k | 91.420 | 8.580 | 98.260 | 1.740 | 5.48 | 224 | 0.875 | bilinear |
tv_densenet121 | 91.400 | 8.600 | 98.250 | 1.750 | 7.98 | 224 | 0.875 | bicubic |
mobilenetv2_110d.ra_in1k | 91.350 | 8.650 | 98.190 | 1.810 | 4.52 | 224 | 0.875 | bicubic |
tf_efficientnet_lite0.in1k | 91.300 | 8.700 | 98.090 | 1.910 | 4.65 | 224 | 0.875 | bicubic |
fbnetc_100.rmsp_in1k | 91.270 | 8.730 | 97.830 | 2.170 | 5.57 | 224 | 0.875 | bilinear |
efficientnet_lite0.ra_in1k | 91.260 | 8.740 | 98.250 | 1.750 | 4.65 | 224 | 0.875 | bicubic |
dla34 | 91.240 | 8.760 | 98.180 | 1.820 | 15.74 | 224 | 0.875 | bilinear |
resnet34 | 91.200 | 8.800 | 98.240 | 1.760 | 21.80 | 224 | 0.875 | bilinear |
mnasnet_100.rmsp_in1k | 91.200 | 8.800 | 98.050 | 1.950 | 4.38 | 224 | 0.875 | bicubic |
mobilevit_xs | 91.190 | 8.810 | 98.220 | 1.780 | 2.32 | 256 | 0.900 | bicubic |
regnetx_008 | 91.180 | 8.820 | 98.380 | 1.620 | 7.26 | 224 | 0.875 | bicubic |
hrnet_w18_small_v2 | 91.170 | 8.830 | 98.340 | 1.660 | 15.60 | 224 | 0.875 | bilinear |
mixer_b16_224 | 91.140 | 8.860 | 97.400 | 2.600 | 59.88 | 224 | 0.875 | bicubic |
resnest14d | 91.130 | 8.870 | 98.330 | 1.670 | 10.61 | 224 | 0.875 | bilinear |
xcit_nano_12_p8_224 | 91.120 | 8.880 | 98.240 | 1.760 | 3.05 | 224 | 1.000 | bicubic |
tinynet_b.in1k | 91.120 | 8.880 | 98.070 | 1.930 | 3.73 | 188 | 0.875 | bicubic |
deit_tiny_distilled_patch16_224 | 91.100 | 8.900 | 98.270 | 1.730 | 5.91 | 224 | 0.900 | bicubic |
gluon_resnet34_v1b | 91.100 | 8.900 | 98.180 | 1.820 | 21.80 | 224 | 0.875 | bicubic |
swsl_resnet18 | 91.090 | 8.910 | 98.210 | 1.790 | 11.69 | 224 | 0.875 | bilinear |
crossvit_9_240 | 91.050 | 8.950 | 98.310 | 1.690 | 8.55 | 240 | 0.875 | bicubic |
vgg19_bn | 90.990 | 9.010 | 98.110 | 1.890 | 143.68 | 224 | 0.875 | bilinear |
pit_ti_distilled_224 | 90.900 | 9.100 | 98.220 | 1.780 | 5.10 | 224 | 0.900 | bicubic |
regnety_004 | 90.780 | 9.220 | 98.080 | 1.920 | 4.34 | 224 | 0.875 | bicubic |
regnetx_006 | 90.760 | 9.240 | 98.100 | 1.900 | 6.20 | 224 | 0.875 | bicubic |
ssl_resnet18 | 90.700 | 9.300 | 98.020 | 1.980 | 11.69 | 224 | 0.875 | bilinear |
spnasnet_100.rmsp_in1k | 90.610 | 9.390 | 97.950 | 2.050 | 4.42 | 224 | 0.875 | bilinear |
vit_base_patch32_224.augreg_in1k | 90.590 | 9.410 | 97.720 | 2.280 | 88.22 | 224 | 0.900 | bicubic |
vgg16_bn | 90.540 | 9.460 | 97.990 | 2.010 | 138.37 | 224 | 0.875 | bilinear |
crossvit_tiny_240 | 90.540 | 9.460 | 97.940 | 2.060 | 7.01 | 240 | 0.875 | bicubic |
convit_tiny | 90.530 | 9.470 | 98.210 | 1.790 | 5.71 | 224 | 0.875 | bicubic |
ghostnet_100 | 90.440 | 9.560 | 97.830 | 2.170 | 5.18 | 224 | 0.875 | bilinear |
pit_ti_224 | 90.420 | 9.580 | 98.010 | 1.990 | 4.85 | 224 | 0.900 | bicubic |
tf_mobilenetv3_large_075.in1k | 90.320 | 9.680 | 97.870 | 2.130 | 3.99 | 224 | 0.875 | bilinear |
tv_resnet34 | 90.290 | 9.710 | 97.980 | 2.020 | 21.80 | 224 | 0.875 | bilinear |
semnasnet_075.rmsp_in1k | 90.200 | 9.800 | 97.970 | 2.030 | 2.91 | 224 | 0.875 | bicubic |
skresnet18 | 90.160 | 9.840 | 97.780 | 2.220 | 11.96 | 224 | 0.875 | bicubic |
xcit_nano_12_p16_224_dist | 90.150 | 9.850 | 97.760 | 2.240 | 3.05 | 224 | 1.000 | bicubic |
resnet18d | 89.990 | 10.010 | 97.830 | 2.170 | 11.71 | 224 | 0.875 | bicubic |
hrnet_w18_small | 89.880 | 10.120 | 97.900 | 2.100 | 13.19 | 224 | 0.875 | bilinear |
vit_base_patch32_224.sam | 89.860 | 10.140 | 97.600 | 2.400 | 88.22 | 224 | 0.900 | bicubic |
mobilenetv2_100.ra_in1k | 89.830 | 10.170 | 97.830 | 2.170 | 3.50 | 224 | 0.875 | bicubic |
edgenext_xx_small | 89.780 | 10.220 | 97.520 | 2.480 | 1.33 | 288 | 1.000 | bicubic |
vgg19 | 89.680 | 10.320 | 97.550 | 2.450 | 143.67 | 224 | 0.875 | bilinear |
deit_tiny_patch16_224 | 89.620 | 10.380 | 97.960 | 2.040 | 5.72 | 224 | 0.900 | bicubic |
regnetx_004 | 89.460 | 10.540 | 97.770 | 2.230 | 5.16 | 224 | 0.875 | bicubic |
vgg16 | 89.360 | 10.640 | 97.520 | 2.480 | 138.36 | 224 | 0.875 | bilinear |
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k | 89.340 | 10.660 | 97.700 | 2.300 | 6.34 | 224 | 0.900 | bicubic |
legacy_seresnet18 | 89.270 | 10.730 | 97.680 | 2.320 | 11.78 | 224 | 0.875 | bicubic |
vgg13_bn | 89.200 | 10.800 | 97.530 | 2.470 | 133.05 | 224 | 0.875 | bilinear |
tf_mobilenetv3_large_minimal_100.in1k | 89.180 | 10.820 | 97.320 | 2.680 | 3.92 | 224 | 0.875 | bilinear |
resnet14t | 89.110 | 10.890 | 97.370 | 2.630 | 10.08 | 224 | 0.950 | bilinear |
mobilevitv2_050 | 89.030 | 10.970 | 97.590 | 2.410 | 1.37 | 256 | 0.888 | bicubic |
pvt_v2_b0 | 88.980 | 11.020 | 97.690 | 2.310 | 3.67 | 224 | 0.900 | bicubic |
xcit_nano_12_p16_224 | 88.960 | 11.040 | 97.390 | 2.610 | 3.05 | 224 | 1.000 | bicubic |
lcnet_100.ra2_in1k | 88.960 | 11.040 | 97.360 | 2.640 | 2.95 | 224 | 0.875 | bicubic |
gluon_resnet18_v1b | 88.660 | 11.340 | 97.100 | 2.900 | 11.69 | 224 | 0.875 | bicubic |
tinynet_c.in1k | 88.420 | 11.580 | 97.270 | 2.730 | 2.46 | 184 | 0.875 | bicubic |
vgg11_bn | 88.390 | 11.610 | 97.270 | 2.730 | 132.87 | 224 | 0.875 | bilinear |
regnety_002 | 88.200 | 11.800 | 97.430 | 2.570 | 3.16 | 224 | 0.875 | bicubic |
resnet18 | 88.150 | 11.850 | 97.120 | 2.880 | 11.69 | 224 | 0.875 | bilinear |
mobilevit_xxs | 87.950 | 12.050 | 97.180 | 2.820 | 1.27 | 256 | 0.900 | bicubic |
vgg13 | 87.570 | 12.430 | 97.120 | 2.880 | 133.05 | 224 | 0.875 | bilinear |
regnetx_002 | 87.380 | 12.620 | 96.990 | 3.010 | 2.68 | 224 | 0.875 | bicubic |
vgg11 | 87.340 | 12.660 | 97.110 | 2.890 | 132.86 | 224 | 0.875 | bilinear |
dla60x_c | 87.110 | 12.890 | 97.140 | 2.860 | 1.32 | 224 | 0.875 | bilinear |
mixer_l16_224 | 86.970 | 13.030 | 94.060 | 5.940 | 208.20 | 224 | 0.875 | bicubic |
lcnet_075.ra2_in1k | 86.940 | 13.060 | 96.530 | 3.470 | 2.36 | 224 | 0.875 | bicubic |
resnet10t | 86.690 | 13.310 | 96.670 | 3.330 | 5.44 | 224 | 0.950 | bilinear |
mobilenetv3_small_100.lamb_in1k | 86.170 | 13.830 | 96.470 | 3.530 | 2.54 | 224 | 0.875 | bicubic |
tf_mobilenetv3_small_100.in1k | 85.960 | 14.040 | 96.400 | 3.600 | 2.54 | 224 | 0.875 | bilinear |
mnasnet_small.lamb_in1k | 85.510 | 14.490 | 95.980 | 4.020 | 2.03 | 224 | 0.875 | bicubic |
dla46x_c | 85.480 | 14.520 | 96.440 | 3.560 | 1.07 | 224 | 0.875 | bilinear |
tinynet_d.in1k | 85.430 | 14.570 | 96.010 | 3.990 | 2.34 | 152 | 0.875 | bicubic |
mobilenetv2_050.lamb_in1k | 84.990 | 15.010 | 95.620 | 4.380 | 1.97 | 224 | 0.875 | bicubic |
dla46_c | 84.660 | 15.340 | 96.200 | 3.800 | 1.30 | 224 | 0.875 | bilinear |
tf_mobilenetv3_small_075.in1k | 84.530 | 15.470 | 95.890 | 4.110 | 2.04 | 224 | 0.875 | bilinear |
mobilenetv3_small_075.lamb_in1k | 84.120 | 15.880 | 95.500 | 4.500 | 2.04 | 224 | 0.875 | bicubic |
lcnet_050.ra2_in1k | 83.000 | 17.000 | 95.010 | 4.990 | 1.88 | 224 | 0.875 | bicubic |
tf_mobilenetv3_small_minimal_100.in1k | 82.670 | 17.330 | 95.000 | 5.000 | 2.04 | 224 | 0.875 | bilinear |
tinynet_e.in1k | 79.810 | 20.190 | 93.980 | 6.020 | 2.04 | 106 | 0.875 | bicubic |
mobilenetv3_small_050.lamb_in1k | 78.100 | 21.900 | 93.010 | 6.990 | 1.59 | 224 | 0.875 | bicubic |
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