model | infer_samples_per_sec | infer_step_time | infer_batch_size | infer_img_size | param_count |
tinynet_e | 47972.76 | 21.335 | 1024 | 106 | 2.04 |
mobilenetv3_small_050 | 42473.43 | 24.099 | 1024 | 224 | 1.59 |
lcnet_035 | 39739.31 | 25.756 | 1024 | 224 | 1.64 |
lcnet_050 | 35211.0 | 29.071 | 1024 | 224 | 1.88 |
mobilenetv3_small_075 | 31410.3 | 32.589 | 1024 | 224 | 2.04 |
mobilenetv3_small_100 | 28111.39 | 36.416 | 1024 | 224 | 2.54 |
tf_mobilenetv3_small_minimal_100 | 27538.82 | 37.173 | 1024 | 224 | 2.04 |
tinynet_d | 26670.17 | 38.384 | 1024 | 152 | 2.34 |
tf_mobilenetv3_small_075 | 26522.93 | 38.597 | 1024 | 224 | 2.04 |
tf_mobilenetv3_small_100 | 24036.65 | 42.591 | 1024 | 224 | 2.54 |
lcnet_075 | 22451.72 | 45.598 | 1024 | 224 | 2.36 |
levit_128s | 19963.52 | 51.282 | 1024 | 224 | 7.78 |
mnasnet_small | 19706.27 | 51.952 | 1024 | 224 | 2.03 |
lcnet_100 | 18132.59 | 56.461 | 1024 | 224 | 2.95 |
mobilenetv2_035 | 17586.23 | 58.217 | 1024 | 224 | 1.68 |
ghostnet_050 | 16726.5 | 61.209 | 1024 | 224 | 2.59 |
regnetx_002 | 16238.56 | 63.048 | 1024 | 224 | 2.68 |
regnety_002 | 15227.23 | 67.235 | 1024 | 224 | 3.16 |
mnasnet_050 | 15022.24 | 68.154 | 1024 | 224 | 2.22 |
tinynet_c | 14089.9 | 72.665 | 1024 | 184 | 2.46 |
mobilenetv2_050 | 14032.51 | 72.961 | 1024 | 224 | 1.97 |
levit_128 | 13679.77 | 74.845 | 1024 | 224 | 9.21 |
semnasnet_050 | 13508.98 | 75.79 | 1024 | 224 | 2.08 |
vit_small_patch32_224 | 12109.88 | 84.548 | 1024 | 224 | 22.88 |
mixer_s32_224 | 11702.15 | 87.494 | 1024 | 224 | 19.1 |
levit_192 | 11695.39 | 87.545 | 1024 | 224 | 10.95 |
lcnet_150 | 11564.86 | 88.533 | 1024 | 224 | 4.5 |
mobilenetv3_large_075 | 11407.33 | 89.755 | 1024 | 224 | 3.99 |
gernet_s | 10837.81 | 94.473 | 1024 | 224 | 8.17 |
vit_tiny_r_s16_p8_224 | 10598.14 | 96.609 | 1024 | 224 | 6.34 |
mobilenetv3_rw | 10164.28 | 100.733 | 1024 | 224 | 5.48 |
tf_mobilenetv3_large_075 | 10125.76 | 101.117 | 1024 | 224 | 3.99 |
regnetx_004 | 10069.8 | 101.678 | 1024 | 224 | 5.16 |
mobilenetv3_large_100 | 10017.28 | 102.212 | 1024 | 224 | 5.48 |
mobilenetv3_large_100_miil | 10014.68 | 102.238 | 1024 | 224 | 5.48 |
ese_vovnet19b_slim_dw | 9944.69 | 102.957 | 1024 | 224 | 1.9 |
hardcorenas_a | 9792.24 | 104.561 | 1024 | 224 | 5.26 |
mnasnet_075 | 9774.09 | 104.755 | 1024 | 224 | 3.17 |
tf_mobilenetv3_large_minimal_100 | 9771.38 | 104.784 | 1024 | 224 | 3.92 |
ghostnet_100 | 9041.17 | 113.248 | 1024 | 224 | 5.18 |
hardcorenas_b | 9021.74 | 113.492 | 1024 | 224 | 5.18 |
tinynet_b | 8976.69 | 114.061 | 1024 | 188 | 3.73 |
swsl_resnet18 | 8971.65 | 114.125 | 1024 | 224 | 11.69 |
tf_mobilenetv3_large_100 | 8954.66 | 114.343 | 1024 | 224 | 5.48 |
gluon_resnet18_v1b | 8949.74 | 114.406 | 1024 | 224 | 11.69 |
ssl_resnet18 | 8947.2 | 114.439 | 1024 | 224 | 11.69 |
resnet18 | 8927.25 | 114.693 | 1024 | 224 | 11.69 |
hardcorenas_c | 8864.36 | 115.506 | 1024 | 224 | 5.52 |
mobilenetv2_075 | 8764.66 | 116.82 | 1024 | 224 | 2.64 |
mnasnet_100 | 8646.99 | 118.411 | 1024 | 224 | 4.38 |
mnasnet_b1 | 8646.34 | 118.421 | 1024 | 224 | 4.38 |
semnasnet_075 | 8603.57 | 119.009 | 1024 | 224 | 2.91 |
levit_256 | 8528.42 | 120.058 | 1024 | 224 | 18.89 |
regnety_004 | 8497.03 | 120.501 | 1024 | 224 | 4.34 |
seresnet18 | 8461.0 | 121.015 | 1024 | 224 | 11.78 |
hardcorenas_d | 8306.25 | 123.269 | 1024 | 224 | 7.5 |
legacy_seresnet18 | 8213.74 | 124.658 | 1024 | 224 | 11.78 |
regnetx_006 | 8055.06 | 127.114 | 1024 | 224 | 6.2 |
mobilenetv2_100 | 7900.5 | 129.6 | 1024 | 224 | 3.5 |
spnasnet_100 | 7827.4 | 130.811 | 1024 | 224 | 4.42 |
semnasnet_100 | 7701.96 | 132.941 | 1024 | 224 | 3.89 |
mnasnet_a1 | 7678.8 | 133.342 | 1024 | 224 | 3.89 |
resnet18d | 7478.23 | 136.919 | 1024 | 224 | 11.71 |
levit_256d | 7357.48 | 139.166 | 1024 | 224 | 26.21 |
ghostnet_130 | 7270.82 | 140.824 | 1024 | 224 | 7.36 |
regnety_006 | 7263.32 | 140.971 | 1024 | 224 | 6.06 |
hardcorenas_f | 7222.67 | 141.764 | 1024 | 224 | 8.2 |
hardcorenas_e | 7174.56 | 142.715 | 1024 | 224 | 8.07 |
efficientnet_lite0 | 7057.13 | 145.09 | 1024 | 224 | 4.65 |
ese_vovnet19b_slim | 6975.46 | 146.789 | 1024 | 224 | 3.17 |
tinynet_a | 6918.13 | 148.004 | 1024 | 192 | 6.19 |
fbnetc_100 | 6847.55 | 149.531 | 1024 | 224 | 5.57 |
tf_efficientnetv2_b0 | 6842.85 | 149.633 | 1024 | 224 | 7.14 |
xcit_nano_12_p16_224_dist | 6769.74 | 151.25 | 1024 | 224 | 3.05 |
xcit_nano_12_p16_224 | 6760.61 | 151.454 | 1024 | 224 | 3.05 |
regnetx_008 | 6358.56 | 161.031 | 1024 | 224 | 7.26 |
deit_tiny_patch16_224 | 6350.86 | 161.227 | 1024 | 224 | 5.72 |
vit_tiny_patch16_224 | 6346.8 | 161.33 | 1024 | 224 | 5.72 |
tf_efficientnet_lite0 | 6324.64 | 161.895 | 1024 | 224 | 4.65 |
deit_tiny_distilled_patch16_224 | 6241.01 | 164.064 | 1024 | 224 | 5.91 |
efficientnet_b0 | 6183.5 | 165.59 | 1024 | 224 | 5.29 |
efficientnet_b1_pruned | 6044.57 | 169.396 | 1024 | 240 | 6.33 |
rexnet_100 | 6031.43 | 169.765 | 1024 | 224 | 4.8 |
mnasnet_140 | 6024.95 | 169.948 | 1024 | 224 | 7.12 |
rexnetr_100 | 5992.24 | 170.876 | 1024 | 224 | 4.88 |
dla46_c | 5989.01 | 170.968 | 1024 | 224 | 1.3 |
pit_ti_distilled_224 | 5978.67 | 171.264 | 1024 | 224 | 5.1 |
mobilenetv2_110d | 5966.33 | 171.618 | 1024 | 224 | 4.52 |
pit_ti_224 | 5950.27 | 172.082 | 1024 | 224 | 4.85 |
regnety_008 | 5940.31 | 172.37 | 1024 | 224 | 6.26 |
resnetblur18 | 5929.76 | 172.677 | 1024 | 224 | 11.69 |
tf_efficientnet_b0 | 5620.98 | 182.161 | 1024 | 224 | 5.29 |
tf_efficientnet_b0_ns | 5610.83 | 182.491 | 1024 | 224 | 5.29 |
tf_efficientnet_b0_ap | 5603.36 | 182.734 | 1024 | 224 | 5.29 |
skresnet18 | 5578.53 | 183.549 | 1024 | 224 | 11.96 |
regnetz_005 | 5482.6 | 186.761 | 1024 | 224 | 7.12 |
semnasnet_140 | 5325.69 | 192.263 | 1024 | 224 | 6.11 |
mobilenetv2_140 | 5271.81 | 194.229 | 1024 | 224 | 6.11 |
resnet34 | 5239.3 | 195.434 | 1024 | 224 | 21.8 |
tv_resnet34 | 5236.24 | 195.548 | 1024 | 224 | 21.8 |
gluon_resnet34_v1b | 5233.7 | 195.644 | 1024 | 224 | 21.8 |
ese_vovnet19b_dw | 5190.19 | 197.284 | 1024 | 224 | 6.54 |
levit_384 | 5177.17 | 197.779 | 1024 | 224 | 39.13 |
mobilevit_xxs | 5154.01 | 198.668 | 1024 | 256 | 1.27 |
visformer_tiny | 5148.77 | 198.871 | 1024 | 224 | 10.32 |
hrnet_w18_small | 5137.51 | 199.307 | 1024 | 224 | 13.19 |
nf_regnet_b0 | 5134.01 | 199.442 | 1024 | 256 | 8.76 |
seresnet34 | 4940.74 | 207.245 | 1024 | 224 | 21.96 |
mixnet_s | 4921.18 | 208.067 | 1024 | 224 | 4.13 |
gernet_m | 4881.9 | 209.742 | 1024 | 224 | 21.14 |
efficientnet_lite1 | 4817.11 | 212.565 | 1024 | 240 | 5.42 |
legacy_seresnet34 | 4790.34 | 213.752 | 1024 | 224 | 21.96 |
selecsls42 | 4787.26 | 213.889 | 1024 | 224 | 30.35 |
selecsls42b | 4772.45 | 214.553 | 1024 | 224 | 32.46 |
dla46x_c | 4717.05 | 217.071 | 1024 | 224 | 1.07 |
resnet34d | 4707.81 | 217.499 | 1024 | 224 | 21.82 |
vit_base_patch32_224 | 4653.29 | 220.048 | 1024 | 224 | 88.22 |
vit_base_patch32_224_sam | 4636.98 | 220.822 | 1024 | 224 | 88.22 |
pit_xs_224 | 4628.58 | 221.222 | 1024 | 224 | 10.62 |
tf_mixnet_s | 4615.88 | 221.831 | 1024 | 224 | 4.13 |
fbnetv3_b | 4595.16 | 222.83 | 1024 | 256 | 8.6 |
rexnetr_130 | 4587.31 | 223.212 | 1024 | 224 | 7.61 |
pit_xs_distilled_224 | 4586.36 | 223.258 | 1024 | 224 | 11.0 |
resmlp_12_distilled_224 | 4524.79 | 226.297 | 1024 | 224 | 15.35 |
resmlp_12_224 | 4522.51 | 226.411 | 1024 | 224 | 15.35 |
tf_efficientnetv2_b1 | 4515.62 | 226.756 | 1024 | 240 | 8.14 |
dla60x_c | 4459.55 | 229.607 | 1024 | 224 | 1.32 |
tf_efficientnet_lite1 | 4427.03 | 231.295 | 1024 | 240 | 5.42 |
mixer_b32_224 | 4423.78 | 231.465 | 1024 | 224 | 60.29 |
rexnet_130 | 4423.43 | 231.482 | 1024 | 224 | 7.56 |
xcit_tiny_12_p16_224_dist | 4363.62 | 234.654 | 1024 | 224 | 6.72 |
xcit_tiny_12_p16_224 | 4352.75 | 235.24 | 1024 | 224 | 6.72 |
resnet26 | 4300.48 | 238.1 | 1024 | 224 | 16.0 |
mobilenetv2_120d | 4276.4 | 239.441 | 1024 | 224 | 5.83 |
efficientnet_es_pruned | 4244.8 | 241.225 | 1024 | 224 | 5.44 |
efficientnet_es | 4243.52 | 241.298 | 1024 | 224 | 5.44 |
repvgg_b0 | 4216.88 | 242.821 | 1024 | 224 | 15.82 |
selecsls60 | 4146.99 | 246.913 | 1024 | 224 | 30.67 |
selecsls60b | 4134.81 | 247.64 | 1024 | 224 | 32.77 |
tf_efficientnet_es | 4097.34 | 249.906 | 1024 | 224 | 5.44 |
fbnetv3_d | 4060.14 | 252.196 | 1024 | 256 | 10.31 |
efficientnet_b2_pruned | 4051.65 | 252.724 | 1024 | 260 | 8.31 |
efficientnet_b0_g16_evos | 3982.5 | 257.113 | 1024 | 224 | 8.11 |
rexnetr_150 | 3947.19 | 259.414 | 1024 | 224 | 9.78 |
crossvit_tiny_240 | 3922.12 | 261.07 | 1024 | 240 | 7.01 |
mixer_s16_224 | 3902.13 | 262.409 | 1024 | 224 | 18.53 |
resnet26d | 3896.6 | 262.781 | 1024 | 224 | 16.01 |
dla34 | 3859.49 | 265.307 | 1024 | 224 | 15.74 |
ecaresnet50d_pruned | 3854.93 | 265.621 | 1024 | 224 | 19.94 |
rexnet_150 | 3827.99 | 267.492 | 1024 | 224 | 9.73 |
vit_small_patch32_384 | 3806.52 | 269.0 | 1024 | 384 | 22.92 |
nf_resnet26 | 3804.26 | 269.16 | 1024 | 224 | 16.0 |
gmixer_12_224 | 3797.94 | 269.608 | 1024 | 224 | 12.7 |
efficientnet_lite2 | 3793.99 | 269.889 | 1024 | 260 | 6.09 |
gmlp_ti16_224 | 3724.27 | 274.941 | 1024 | 224 | 5.87 |
crossvit_9_240 | 3711.74 | 275.869 | 1024 | 240 | 8.55 |
regnetx_016 | 3640.75 | 281.247 | 1024 | 224 | 9.19 |
efficientnet_cc_b0_4e | 3606.59 | 283.912 | 1024 | 224 | 13.31 |
efficientnet_cc_b0_8e | 3600.63 | 284.383 | 1024 | 224 | 24.01 |
crossvit_9_dagger_240 | 3560.19 | 287.614 | 1024 | 240 | 8.78 |
tf_efficientnet_b1_ap | 3560.01 | 287.626 | 1024 | 240 | 7.79 |
tf_efficientnet_b1 | 3559.25 | 287.687 | 1024 | 240 | 7.79 |
tf_efficientnet_b1_ns | 3553.74 | 288.134 | 1024 | 240 | 7.79 |
tf_efficientnet_lite2 | 3505.87 | 292.07 | 1024 | 260 | 6.09 |
efficientnet_b1 | 3481.01 | 294.155 | 1024 | 256 | 7.79 |
poolformer_s12 | 3480.88 | 294.166 | 1024 | 224 | 11.92 |
vit_tiny_r_s16_p8_384 | 3451.73 | 148.319 | 512 | 384 | 6.36 |
tf_efficientnetv2_b2 | 3443.76 | 297.337 | 1024 | 260 | 10.1 |
tf_efficientnet_cc_b0_8e | 3407.59 | 300.493 | 1024 | 224 | 24.01 |
tf_efficientnet_cc_b0_4e | 3402.61 | 300.934 | 1024 | 224 | 13.31 |
mixnet_m | 3369.57 | 303.884 | 1024 | 224 | 5.01 |
regnety_016 | 3343.57 | 306.248 | 1024 | 224 | 11.2 |
nf_seresnet26 | 3326.57 | 307.813 | 1024 | 224 | 17.4 |
nf_ecaresnet26 | 3308.22 | 309.519 | 1024 | 224 | 16.0 |
repvgg_a2 | 3284.74 | 311.731 | 1024 | 224 | 28.21 |
gernet_l | 3260.13 | 314.086 | 1024 | 256 | 31.08 |
tf_mixnet_m | 3258.23 | 314.269 | 1024 | 224 | 5.01 |
resnest14d | 3225.43 | 317.465 | 1024 | 224 | 10.61 |
efficientnet_b3_pruned | 3214.49 | 318.545 | 1024 | 300 | 9.86 |
convnext_nano_hnf | 3199.89 | 319.999 | 1024 | 224 | 15.59 |
skresnet34 | 3189.47 | 321.044 | 1024 | 224 | 22.28 |
convit_tiny | 3117.16 | 328.49 | 1024 | 224 | 5.71 |
resnext26ts | 3098.65 | 330.453 | 1024 | 256 | 10.3 |
legacy_seresnext26_32x4d | 3086.27 | 331.78 | 1024 | 224 | 16.79 |
nf_regnet_b1 | 3049.58 | 335.771 | 1024 | 288 | 10.22 |
resnet26t | 3040.5 | 336.774 | 1024 | 256 | 16.01 |
seresnext26ts | 3026.32 | 338.35 | 1024 | 256 | 10.39 |
eca_resnext26ts | 3023.05 | 338.719 | 1024 | 256 | 10.3 |
gcresnext26ts | 2976.22 | 344.049 | 1024 | 256 | 10.48 |
ecaresnet101d_pruned | 2954.94 | 346.526 | 1024 | 224 | 24.88 |
nf_regnet_b2 | 2933.65 | 349.041 | 1024 | 272 | 14.31 |
mobilevit_xs | 2913.13 | 175.744 | 512 | 256 | 2.32 |
seresnext26tn_32x4d | 2898.81 | 353.236 | 1024 | 224 | 16.81 |
seresnext26t_32x4d | 2897.48 | 353.398 | 1024 | 224 | 16.81 |
ecaresnext26t_32x4d | 2893.22 | 353.918 | 1024 | 224 | 15.41 |
ecaresnext50t_32x4d | 2891.83 | 354.088 | 1024 | 224 | 15.41 |
seresnext26d_32x4d | 2884.91 | 354.937 | 1024 | 224 | 16.81 |
ecaresnetlight | 2878.45 | 355.733 | 1024 | 224 | 30.16 |
pit_s_224 | 2872.59 | 356.46 | 1024 | 224 | 23.46 |
deit_small_patch16_224 | 2853.43 | 358.855 | 1024 | 224 | 22.05 |
pit_s_distilled_224 | 2851.86 | 359.052 | 1024 | 224 | 24.04 |
vit_small_patch16_224 | 2845.41 | 359.865 | 1024 | 224 | 22.05 |
tf_efficientnet_b2_ap | 2814.51 | 363.814 | 1024 | 260 | 9.11 |
tf_efficientnet_b2_ns | 2814.31 | 363.839 | 1024 | 260 | 9.11 |
coat_lite_tiny | 2814.08 | 363.872 | 1024 | 224 | 5.72 |
tf_efficientnet_b2 | 2813.96 | 363.886 | 1024 | 260 | 9.11 |
rexnetr_200 | 2808.62 | 182.283 | 512 | 224 | 16.52 |
deit_small_distilled_patch16_224 | 2801.73 | 365.478 | 1024 | 224 | 22.44 |
tresnet_m | 2787.92 | 367.287 | 1024 | 224 | 31.39 |
resnetv2_50 | 2780.22 | 368.303 | 1024 | 224 | 25.55 |
eca_botnext26ts_256 | 2766.45 | 370.137 | 1024 | 256 | 10.59 |
rexnet_200 | 2763.52 | 185.259 | 512 | 224 | 16.37 |
vit_base2_patch32_256 | 2752.1 | 372.066 | 1024 | 256 | 119.46 |
botnet26t_256 | 2750.58 | 372.273 | 1024 | 256 | 12.49 |
halonet26t | 2727.12 | 375.475 | 1024 | 256 | 12.48 |
eca_halonext26ts | 2721.42 | 376.262 | 1024 | 256 | 10.76 |
swsl_resnet50 | 2693.51 | 380.159 | 1024 | 224 | 25.56 |
tv_resnet50 | 2687.71 | 380.98 | 1024 | 224 | 25.56 |
efficientnet_b0_gn | 2686.21 | 381.194 | 1024 | 224 | 5.29 |
ssl_resnet50 | 2684.8 | 381.394 | 1024 | 224 | 25.56 |
gluon_resnet50_v1b | 2682.34 | 381.744 | 1024 | 224 | 25.56 |
resnet50 | 2681.21 | 381.904 | 1024 | 224 | 25.56 |
vit_small_resnet26d_224 | 2675.44 | 382.728 | 1024 | 224 | 63.61 |
efficientnet_b2a | 2654.03 | 385.816 | 1024 | 288 | 9.11 |
efficientnet_b2 | 2649.9 | 386.418 | 1024 | 288 | 9.11 |
coat_lite_mini | 2646.6 | 386.899 | 1024 | 224 | 11.01 |
hrnet_w18_small_v2 | 2638.47 | 388.089 | 1024 | 224 | 15.6 |
resnetv2_50t | 2621.75 | 390.565 | 1024 | 224 | 25.57 |
vovnet39a | 2620.98 | 390.68 | 1024 | 224 | 22.6 |
resnetv2_50d | 2613.09 | 391.86 | 1024 | 224 | 25.57 |
bat_resnext26ts | 2594.52 | 394.665 | 1024 | 256 | 10.73 |
resnet32ts | 2591.72 | 395.092 | 1024 | 256 | 17.96 |
efficientnet_em | 2587.13 | 395.792 | 1024 | 240 | 6.9 |
cspresnet50 | 2561.78 | 399.709 | 1024 | 256 | 21.62 |
mixnet_l | 2560.63 | 199.939 | 512 | 224 | 7.33 |
resnet33ts | 2550.89 | 401.417 | 1024 | 256 | 19.68 |
dpn68b | 2548.03 | 401.866 | 1024 | 224 | 12.61 |
gluon_resnet50_v1c | 2543.04 | 402.654 | 1024 | 224 | 25.58 |
ese_vovnet39b | 2535.01 | 403.931 | 1024 | 224 | 24.57 |
eca_vovnet39b | 2533.56 | 404.162 | 1024 | 224 | 22.6 |
cspresnext50 | 2530.86 | 404.592 | 1024 | 224 | 20.57 |
legacy_seresnet50 | 2527.3 | 405.162 | 1024 | 224 | 28.09 |
vgg11_bn | 2524.72 | 202.784 | 512 | 224 | 132.87 |
tf_efficientnet_em | 2523.81 | 405.723 | 1024 | 240 | 6.9 |
resnet50t | 2521.66 | 406.069 | 1024 | 224 | 25.57 |
resnet50d | 2517.37 | 406.76 | 1024 | 224 | 25.58 |
gluon_resnet50_v1d | 2514.4 | 407.243 | 1024 | 224 | 25.58 |
dpn68 | 2513.01 | 407.467 | 1024 | 224 | 12.61 |
selecsls84 | 2490.46 | 411.155 | 1024 | 224 | 50.95 |
seresnet33ts | 2489.53 | 411.308 | 1024 | 256 | 19.78 |
eca_resnet33ts | 2483.09 | 412.378 | 1024 | 256 | 19.68 |
lambda_resnet26t | 2479.99 | 412.893 | 1024 | 256 | 10.96 |
tf_mixnet_l | 2478.99 | 206.524 | 512 | 224 | 7.33 |
twins_svt_small | 2475.31 | 413.674 | 1024 | 224 | 24.06 |
gcresnet33ts | 2439.7 | 419.711 | 1024 | 256 | 19.88 |
cspresnet50w | 2418.46 | 423.398 | 1024 | 256 | 28.12 |
seresnet50 | 2407.37 | 425.348 | 1024 | 224 | 28.09 |
cspresnet50d | 2400.89 | 426.492 | 1024 | 256 | 21.64 |
dla60 | 2376.63 | 430.848 | 1024 | 224 | 22.04 |
densenet121 | 2346.76 | 436.333 | 1024 | 224 | 7.98 |
resnest26d | 2346.08 | 436.46 | 1024 | 224 | 17.07 |
tv_densenet121 | 2345.79 | 436.514 | 1024 | 224 | 7.98 |
xcit_tiny_24_p16_224_dist | 2334.54 | 438.616 | 1024 | 224 | 12.12 |
xcit_nano_12_p16_384_dist | 2332.68 | 438.968 | 1024 | 384 | 3.05 |
xcit_tiny_24_p16_224 | 2328.43 | 439.766 | 1024 | 224 | 12.12 |
haloregnetz_b | 2320.38 | 441.294 | 1024 | 224 | 11.68 |
resmlp_24_224 | 2308.85 | 443.498 | 1024 | 224 | 30.02 |
resmlp_24_distilled_224 | 2308.13 | 443.636 | 1024 | 224 | 30.02 |
resnetaa50d | 2295.34 | 446.109 | 1024 | 224 | 25.58 |
seresnet50t | 2282.97 | 448.526 | 1024 | 224 | 28.1 |
efficientnet_cc_b1_8e | 2282.2 | 448.676 | 1024 | 240 | 39.72 |
convnext_tiny | 2276.32 | 449.828 | 1024 | 224 | 28.59 |
res2net50_48w_2s | 2265.43 | 451.999 | 1024 | 224 | 25.29 |
resnetblur50 | 2265.02 | 452.08 | 1024 | 224 | 25.56 |
efficientnet_lite3 | 2261.44 | 226.393 | 512 | 300 | 8.2 |
ecaresnet50d | 2260.92 | 452.9 | 1024 | 224 | 25.58 |
efficientnet_b0_g8_gn | 2259.05 | 453.276 | 1024 | 224 | 6.56 |
densenet121d | 2243.46 | 456.425 | 1024 | 224 | 8.0 |
resnetrs50 | 2241.6 | 456.804 | 1024 | 224 | 35.69 |
mobilevit_s | 2240.37 | 228.522 | 512 | 256 | 5.58 |
regnetx_032 | 2201.52 | 465.118 | 1024 | 224 | 15.3 |
visformer_small | 2194.82 | 466.539 | 1024 | 224 | 40.22 |
gluon_resnet50_v1s | 2193.42 | 466.838 | 1024 | 224 | 25.68 |
tf_efficientnet_cc_b1_8e | 2188.26 | 467.941 | 1024 | 240 | 39.72 |
vit_base_resnet26d_224 | 2188.18 | 467.954 | 1024 | 224 | 101.4 |
resnetblur50d | 2150.42 | 476.173 | 1024 | 224 | 25.58 |
gluon_inception_v3 | 2150.17 | 476.225 | 1024 | 299 | 23.83 |
adv_inception_v3 | 2148.48 | 476.602 | 1024 | 299 | 23.83 |
vovnet57a | 2148.25 | 476.651 | 1024 | 224 | 36.64 |
tf_inception_v3 | 2147.17 | 476.894 | 1024 | 299 | 23.83 |
inception_v3 | 2146.78 | 476.978 | 1024 | 299 | 23.83 |
densenetblur121d | 2133.31 | 479.992 | 1024 | 224 | 8.0 |
cspresnext50_iabn | 2129.31 | 480.895 | 1024 | 256 | 20.57 |
semobilevit_s | 2105.83 | 243.122 | 512 | 256 | 5.74 |
seresnetaa50d | 2088.02 | 490.403 | 1024 | 224 | 28.11 |
cspdarknet53_iabn | 2087.26 | 490.582 | 1024 | 256 | 27.64 |
swsl_resnext50_32x4d | 2080.34 | 492.214 | 1024 | 224 | 25.03 |
convnext_tiny_hnf | 2075.56 | 493.349 | 1024 | 224 | 28.59 |
ese_vovnet57b | 2074.63 | 493.57 | 1024 | 224 | 38.61 |
tf_efficientnet_lite3 | 2074.49 | 246.795 | 512 | 300 | 8.2 |
resnext50_32x4d | 2073.97 | 493.725 | 1024 | 224 | 25.03 |
ssl_resnext50_32x4d | 2073.23 | 493.902 | 1024 | 224 | 25.03 |
gluon_resnext50_32x4d | 2072.3 | 494.125 | 1024 | 224 | 25.03 |
tv_resnext50_32x4d | 2055.26 | 498.221 | 1024 | 224 | 25.03 |
res2net50_26w_4s | 2037.79 | 502.491 | 1024 | 224 | 25.7 |
twins_pcpvt_small | 2036.4 | 502.835 | 1024 | 224 | 24.11 |
xcit_small_12_p16_224_dist | 2021.26 | 506.599 | 1024 | 224 | 26.25 |
tf_efficientnetv2_b3 | 2020.91 | 506.688 | 1024 | 300 | 14.36 |
xcit_small_12_p16_224 | 2020.4 | 506.814 | 1024 | 224 | 26.25 |
nf_seresnet50 | 2015.9 | 507.948 | 1024 | 224 | 28.09 |
skresnet50 | 2014.26 | 508.362 | 1024 | 224 | 25.8 |
nf_ecaresnet50 | 2005.54 | 510.572 | 1024 | 224 | 25.56 |
regnetx_040 | 2003.23 | 511.16 | 1024 | 224 | 22.12 |
efficientnetv2_rw_t | 1999.8 | 512.038 | 1024 | 288 | 13.65 |
sehalonet33ts | 1991.52 | 257.078 | 512 | 256 | 13.69 |
fbnetv3_g | 1991.44 | 514.187 | 1024 | 288 | 16.62 |
dla60x | 1986.19 | 515.547 | 1024 | 224 | 17.35 |
gcresnet50t | 1982.14 | 516.599 | 1024 | 256 | 25.9 |
resnext50d_32x4d | 1976.72 | 518.018 | 1024 | 224 | 25.05 |
lambda_resnet26rpt_256 | 1950.98 | 262.42 | 512 | 256 | 10.99 |
gmixer_24_224 | 1937.61 | 528.474 | 1024 | 224 | 24.72 |
gc_efficientnetv2_rw_t | 1928.42 | 530.993 | 1024 | 288 | 13.68 |
res2net50_14w_8s | 1920.35 | 533.22 | 1024 | 224 | 25.06 |
skresnet50d | 1919.46 | 533.468 | 1024 | 224 | 25.82 |
densenet169 | 1916.46 | 534.305 | 1024 | 224 | 14.15 |
dla60_res2net | 1907.38 | 536.848 | 1024 | 224 | 20.85 |
gcresnext50ts | 1902.33 | 538.276 | 1024 | 256 | 15.67 |
seresnext50_32x4d | 1902.13 | 538.331 | 1024 | 224 | 27.56 |
gluon_seresnext50_32x4d | 1901.68 | 538.457 | 1024 | 224 | 27.56 |
res2next50 | 1896.89 | 539.818 | 1024 | 224 | 24.67 |
legacy_seresnext50_32x4d | 1896.31 | 539.984 | 1024 | 224 | 27.56 |
repvgg_b1g4 | 1884.44 | 543.384 | 1024 | 224 | 39.97 |
resnest50d_1s4x24d | 1879.81 | 544.722 | 1024 | 224 | 25.68 |
crossvit_small_240 | 1855.05 | 551.992 | 1024 | 240 | 26.86 |
nf_regnet_b3 | 1852.1 | 552.873 | 1024 | 320 | 18.59 |
darknet53 | 1847.62 | 277.102 | 512 | 256 | 41.61 |
mixnet_xl | 1839.34 | 278.346 | 512 | 224 | 11.9 |
dla60_res2next | 1829.2 | 559.793 | 1024 | 224 | 17.03 |
swin_tiny_patch4_window7_224 | 1820.74 | 562.394 | 1024 | 224 | 28.29 |
cspdarknet53 | 1804.24 | 283.762 | 512 | 256 | 27.64 |
poolformer_s24 | 1803.36 | 567.817 | 1024 | 224 | 21.39 |
vit_small_r26_s32_224 | 1799.77 | 568.949 | 1024 | 224 | 36.43 |
xcit_nano_12_p8_224_dist | 1796.05 | 570.128 | 1024 | 224 | 3.05 |
xcit_nano_12_p8_224 | 1795.49 | 570.304 | 1024 | 224 | 3.05 |
regnetz_b16 | 1791.93 | 571.438 | 1024 | 288 | 9.72 |
ecaresnet26t | 1786.82 | 573.073 | 1024 | 320 | 16.01 |
convnext_tiny_hnfd | 1744.82 | 586.868 | 1024 | 224 | 28.63 |
gmlp_s16_224 | 1741.6 | 587.951 | 1024 | 224 | 19.42 |
sebotnet33ts_256 | 1718.54 | 223.433 | 384 | 256 | 13.7 |
crossvit_15_240 | 1711.44 | 598.314 | 1024 | 240 | 27.53 |
resnetv2_101 | 1693.03 | 604.82 | 1024 | 224 | 44.54 |
vit_base_resnet50d_224 | 1670.98 | 612.798 | 1024 | 224 | 110.97 |
swin_s3_tiny_224 | 1660.14 | 616.801 | 1024 | 224 | 28.33 |
repvgg_b1 | 1657.85 | 617.654 | 1024 | 224 | 57.42 |
tv_resnet101 | 1656.03 | 618.332 | 1024 | 224 | 44.55 |
gluon_resnet101_v1b | 1653.8 | 619.167 | 1024 | 224 | 44.55 |
resnet101 | 1652.45 | 619.673 | 1024 | 224 | 44.55 |
tf_efficientnet_b3_ap | 1649.82 | 310.323 | 512 | 300 | 12.23 |
tf_efficientnet_b3 | 1649.61 | 310.363 | 512 | 300 | 12.23 |
tf_efficientnet_b3_ns | 1649.37 | 310.407 | 512 | 300 | 12.23 |
crossvit_15_dagger_240 | 1648.34 | 621.218 | 1024 | 240 | 28.21 |
lambda_resnet50ts | 1639.74 | 624.475 | 1024 | 256 | 21.54 |
resnetv2_101d | 1628.19 | 628.906 | 1024 | 224 | 44.56 |
efficientnet_b3 | 1614.3 | 317.152 | 512 | 320 | 12.23 |
efficientnet_b3a | 1613.57 | 317.296 | 512 | 320 | 12.23 |
gluon_resnet101_v1c | 1597.11 | 641.145 | 1024 | 224 | 44.57 |
resnest50d | 1586.43 | 645.46 | 1024 | 224 | 27.48 |
gluon_resnet101_v1d | 1584.97 | 646.054 | 1024 | 224 | 44.57 |
wide_resnet50_2 | 1583.06 | 646.835 | 1024 | 224 | 68.88 |
cait_xxs24_224 | 1580.68 | 647.808 | 1024 | 224 | 11.96 |
dla102 | 1573.96 | 650.576 | 1024 | 224 | 33.27 |
resnetv2_50x1_bit_distilled | 1561.81 | 655.635 | 1024 | 224 | 25.55 |
res2net50_26w_6s | 1556.3 | 657.955 | 1024 | 224 | 37.05 |
vit_large_patch32_224 | 1551.79 | 659.869 | 1024 | 224 | 306.54 |
resmlp_36_224 | 1549.07 | 661.03 | 1024 | 224 | 44.69 |
regnetx_080 | 1548.92 | 661.091 | 1024 | 224 | 39.57 |
resmlp_36_distilled_224 | 1548.49 | 661.277 | 1024 | 224 | 44.69 |
halonet50ts | 1542.39 | 663.891 | 1024 | 256 | 22.73 |
legacy_seresnet101 | 1528.82 | 669.783 | 1024 | 224 | 49.33 |
ese_vovnet39b_evos | 1523.51 | 672.121 | 1024 | 224 | 24.58 |
coat_lite_small | 1509.49 | 678.361 | 1024 | 224 | 19.84 |
vgg13_bn | 1504.09 | 340.392 | 512 | 224 | 133.05 |
xcit_tiny_12_p16_384_dist | 1501.95 | 681.763 | 1024 | 384 | 6.72 |
resnetaa101d | 1496.92 | 684.059 | 1024 | 224 | 44.57 |
swin_v2_cr_tiny_224 | 1495.36 | 684.765 | 1024 | 224 | 28.33 |
densenet201 | 1488.38 | 687.985 | 1024 | 224 | 20.01 |
seresnet101 | 1484.39 | 689.83 | 1024 | 224 | 49.33 |
vit_tiny_patch16_384 | 1479.06 | 692.319 | 1024 | 384 | 5.79 |
lamhalobotnet50ts_256 | 1474.4 | 694.504 | 1024 | 256 | 22.57 |
swin_v2_cr_tiny_ns_224 | 1471.62 | 695.817 | 1024 | 224 | 28.33 |
vit_base_patch32_384 | 1470.27 | 696.459 | 1024 | 384 | 88.3 |
vit_base_r26_s32_224 | 1467.48 | 697.779 | 1024 | 224 | 101.38 |
gluon_resnet101_v1s | 1452.66 | 704.901 | 1024 | 224 | 44.67 |
regnetx_064 | 1450.48 | 352.975 | 512 | 224 | 26.21 |
mixer_b16_224 | 1448.87 | 706.746 | 1024 | 224 | 59.88 |
nf_resnet101 | 1448.19 | 707.076 | 1024 | 224 | 44.55 |
mixer_b16_224_miil | 1446.14 | 708.08 | 1024 | 224 | 59.88 |
resnetv2_50d_frn | 1444.18 | 709.041 | 1024 | 224 | 25.59 |
resnetblur101d | 1433.31 | 714.414 | 1024 | 224 | 44.57 |
nf_resnet50 | 1425.83 | 718.163 | 1024 | 288 | 25.56 |
mixer_l32_224 | 1425.39 | 718.388 | 1024 | 224 | 206.94 |
ecaresnet101d | 1423.43 | 719.375 | 1024 | 224 | 44.57 |
hrnet_w18 | 1416.64 | 722.817 | 1024 | 224 | 21.3 |
convnext_small | 1412.23 | 725.081 | 1024 | 224 | 50.22 |
tresnet_l | 1401.27 | 730.75 | 1024 | 224 | 55.99 |
twins_pcpvt_base | 1398.04 | 732.441 | 1024 | 224 | 43.83 |
regnety_032 | 1384.84 | 739.421 | 1024 | 288 | 19.44 |
nest_tiny | 1381.77 | 370.526 | 512 | 224 | 17.06 |
resnet50_gn | 1377.54 | 743.338 | 1024 | 224 | 25.56 |
resnet51q | 1366.14 | 749.545 | 1024 | 288 | 35.7 |
resnetv2_50d_evob | 1365.49 | 749.897 | 1024 | 224 | 25.59 |
jx_nest_tiny | 1357.18 | 377.241 | 512 | 224 | 17.06 |
botnet50ts_256 | 1354.82 | 377.899 | 512 | 256 | 22.74 |
xception | 1347.6 | 379.923 | 512 | 299 | 22.86 |
dla102x | 1333.01 | 768.169 | 1024 | 224 | 26.31 |
convit_small | 1329.45 | 770.231 | 1024 | 224 | 27.78 |
halo2botnet50ts_256 | 1327.73 | 385.607 | 512 | 256 | 22.64 |
skresnext50_32x4d | 1314.86 | 778.776 | 1024 | 224 | 27.48 |
swsl_resnext101_32x4d | 1313.2 | 779.762 | 1024 | 224 | 44.18 |
ssl_resnext101_32x4d | 1309.86 | 781.751 | 1024 | 224 | 44.18 |
gluon_resnext101_32x4d | 1309.44 | 781.999 | 1024 | 224 | 44.18 |
resnext101_32x4d | 1308.3 | 782.684 | 1024 | 224 | 44.18 |
repvgg_b2g4 | 1287.88 | 795.093 | 1024 | 224 | 61.76 |
res2net50_26w_8s | 1277.42 | 801.601 | 1024 | 224 | 48.4 |
res2net101_26w_4s | 1275.83 | 802.597 | 1024 | 224 | 45.21 |
resnest50d_4s2x40d | 1267.83 | 807.666 | 1024 | 224 | 30.42 |
nf_seresnet101 | 1246.67 | 821.372 | 1024 | 224 | 49.33 |
twins_svt_base | 1242.25 | 824.296 | 1024 | 224 | 56.07 |
nf_ecaresnet101 | 1240.12 | 825.715 | 1024 | 224 | 44.55 |
vgg16_bn | 1239.17 | 413.169 | 512 | 224 | 138.37 |
resnet61q | 1236.58 | 828.077 | 1024 | 288 | 36.85 |
eca_nfnet_l0 | 1234.82 | 829.257 | 1024 | 288 | 24.14 |
nfnet_l0 | 1234.39 | 829.546 | 1024 | 288 | 35.07 |
hrnet_w32 | 1225.86 | 835.318 | 1024 | 224 | 41.23 |
xception41p | 1219.47 | 419.841 | 512 | 299 | 26.91 |
poolformer_s36 | 1217.85 | 840.81 | 1024 | 224 | 30.86 |
ese_vovnet99b_iabn | 1214.4 | 843.2 | 1024 | 224 | 63.2 |
crossvit_18_240 | 1210.54 | 845.892 | 1024 | 240 | 43.27 |
regnetv_040 | 1210.02 | 423.122 | 512 | 288 | 20.64 |
regnety_040 | 1209.84 | 423.186 | 512 | 288 | 20.65 |
hrnet_w30 | 1208.97 | 846.988 | 1024 | 224 | 37.71 |
dpn92 | 1205.79 | 849.224 | 1024 | 224 | 37.67 |
gluon_seresnext101_32x4d | 1198.19 | 854.61 | 1024 | 224 | 48.96 |
seresnext101_32x4d | 1197.93 | 854.792 | 1024 | 224 | 48.96 |
legacy_seresnext101_32x4d | 1196.55 | 855.783 | 1024 | 224 | 48.96 |
efficientnet_el | 1181.26 | 433.424 | 512 | 300 | 10.59 |
efficientnet_el_pruned | 1179.3 | 434.142 | 512 | 300 | 10.59 |
ese_vovnet99b | 1178.02 | 869.24 | 1024 | 224 | 63.2 |
resnetv2_152 | 1172.64 | 873.226 | 1024 | 224 | 60.19 |
crossvit_18_dagger_240 | 1169.98 | 875.211 | 1024 | 240 | 44.27 |
tf_efficientnet_el | 1156.16 | 442.832 | 512 | 300 | 10.59 |
tv_resnet152 | 1155.28 | 886.354 | 1024 | 224 | 60.19 |
resnet152 | 1153.46 | 887.752 | 1024 | 224 | 60.19 |
gluon_resnet152_v1b | 1153.39 | 887.802 | 1024 | 224 | 60.19 |
xcit_tiny_12_p8_224_dist | 1148.77 | 891.372 | 1024 | 224 | 6.71 |
xcit_tiny_12_p8_224 | 1148.55 | 891.542 | 1024 | 224 | 6.71 |
vit_small_resnet50d_s16_224 | 1140.9 | 897.523 | 1024 | 224 | 57.53 |
resnetv2_152d | 1140.85 | 897.561 | 1024 | 224 | 60.2 |
mixnet_xxl | 1136.05 | 338.002 | 384 | 224 | 23.96 |
ecaresnet50t | 1133.49 | 903.391 | 1024 | 320 | 25.57 |
regnetz_c16 | 1132.12 | 452.237 | 512 | 320 | 13.46 |
repvgg_b2 | 1129.63 | 906.478 | 1024 | 224 | 89.02 |
gluon_resnet152_v1c | 1126.87 | 908.694 | 1024 | 224 | 60.21 |
vit_base_patch16_224_miil | 1124.8 | 910.37 | 1024 | 224 | 86.54 |
gluon_resnet152_v1d | 1122.21 | 912.468 | 1024 | 224 | 60.21 |
volo_d1_224 | 1121.56 | 912.997 | 1024 | 224 | 26.63 |
swin_small_patch4_window7_224 | 1117.13 | 916.62 | 1024 | 224 | 49.61 |
regnety_040s_gn | 1113.45 | 919.647 | 1024 | 224 | 20.65 |
inception_v4 | 1099.65 | 931.189 | 1024 | 299 | 42.68 |
vit_base_patch16_224_sam | 1089.03 | 940.269 | 1024 | 224 | 86.57 |
xception41 | 1089.03 | 470.133 | 512 | 299 | 26.97 |
vit_base_patch16_224 | 1089.0 | 940.3 | 1024 | 224 | 86.57 |
deit_base_patch16_224 | 1088.05 | 941.117 | 1024 | 224 | 86.57 |
xcit_small_24_p16_224_dist | 1079.16 | 948.867 | 1024 | 224 | 47.67 |
xcit_small_24_p16_224 | 1078.82 | 949.17 | 1024 | 224 | 47.67 |
densenet161 | 1076.84 | 950.914 | 1024 | 224 | 28.68 |
convmixer_1024_20_ks9_p14 | 1075.95 | 951.707 | 1024 | 224 | 24.38 |
nfnet_f0 | 1075.06 | 952.487 | 1024 | 256 | 71.49 |
deit_base_distilled_patch16_224 | 1073.74 | 953.659 | 1024 | 224 | 87.34 |
dla169 | 1071.22 | 955.906 | 1024 | 224 | 53.39 |
vgg19_bn | 1060.19 | 482.919 | 512 | 224 | 143.68 |
cait_xxs36_224 | 1058.79 | 967.13 | 1024 | 224 | 17.3 |
tnt_s_patch16_224 | 1056.28 | 969.422 | 1024 | 224 | 23.76 |
legacy_seresnet152 | 1054.79 | 970.791 | 1024 | 224 | 66.82 |
gluon_resnet152_v1s | 1052.41 | 972.991 | 1024 | 224 | 60.32 |
regnetx_120 | 1048.48 | 488.312 | 512 | 224 | 46.11 |
seresnet152 | 1033.07 | 991.203 | 1024 | 224 | 66.82 |
tresnet_xl | 1032.49 | 991.76 | 1024 | 224 | 78.44 |
efficientnet_lite4 | 1029.33 | 373.047 | 384 | 380 | 13.01 |
beit_base_patch16_224 | 1003.86 | 1020.053 | 1024 | 224 | 86.53 |
regnety_120 | 1003.65 | 510.126 | 512 | 224 | 51.82 |
repvgg_b3g4 | 997.42 | 1026.637 | 1024 | 224 | 83.83 |
twins_pcpvt_large | 995.78 | 1028.325 | 1024 | 224 | 60.99 |
convnext_base | 984.44 | 1040.164 | 1024 | 224 | 88.59 |
convnext_base_in22ft1k | 984.35 | 1040.256 | 1024 | 224 | 88.59 |
coat_tiny | 976.27 | 1048.875 | 1024 | 224 | 5.5 |
tf_efficientnet_lite4 | 967.59 | 396.848 | 384 | 380 | 13.01 |
pit_b_224 | 954.91 | 536.164 | 512 | 224 | 73.76 |
dm_nfnet_f0 | 948.25 | 1079.874 | 1024 | 256 | 71.49 |
pit_b_distilled_224 | 947.46 | 540.381 | 512 | 224 | 74.79 |
vit_small_patch16_36x1_224 | 919.98 | 1113.057 | 1024 | 224 | 64.67 |
wide_resnet101_2 | 917.07 | 1116.581 | 1024 | 224 | 126.89 |
swin_v2_cr_small_224 | 915.96 | 1117.937 | 1024 | 224 | 49.7 |
dla102x2 | 910.31 | 562.434 | 512 | 224 | 41.28 |
resnetv2_50d_gn | 909.47 | 1125.915 | 1024 | 288 | 25.57 |
efficientnetv2_s | 905.47 | 1130.894 | 1024 | 384 | 21.46 |
vit_small_patch16_18x2_224 | 899.06 | 1138.948 | 1024 | 224 | 64.67 |
tf_efficientnetv2_s_in21ft1k | 889.42 | 1151.294 | 1024 | 384 | 21.46 |
tf_efficientnetv2_s | 889.32 | 1151.431 | 1024 | 384 | 21.46 |
xception65p | 886.31 | 577.66 | 512 | 299 | 39.82 |
nest_small | 881.75 | 580.652 | 512 | 224 | 38.35 |
twins_svt_large | 880.33 | 1163.185 | 1024 | 224 | 99.27 |
repvgg_b3 | 878.37 | 1165.779 | 1024 | 224 | 123.09 |
resnetrs101 | 877.57 | 1166.842 | 1024 | 288 | 63.62 |
jx_nest_small | 871.53 | 587.458 | 512 | 224 | 38.35 |
efficientnetv2_rw_s | 866.51 | 1181.735 | 1024 | 384 | 23.94 |
dpn98 | 862.25 | 1187.578 | 1024 | 224 | 61.57 |
ens_adv_inception_resnet_v2 | 856.37 | 1195.737 | 1024 | 299 | 55.84 |
inception_resnet_v2 | 855.57 | 1196.844 | 1024 | 299 | 55.84 |
nf_regnet_b4 | 854.46 | 1198.403 | 1024 | 384 | 30.21 |
regnetz_b16_evos | 853.4 | 599.942 | 512 | 288 | 9.74 |
regnetx_160 | 848.43 | 603.455 | 512 | 224 | 54.28 |
regnetz_d8 | 845.88 | 1210.552 | 1024 | 320 | 23.37 |
cait_s24_224 | 834.81 | 1226.608 | 1024 | 224 | 46.92 |
gluon_resnext101_64x4d | 834.02 | 1227.777 | 1024 | 224 | 83.46 |
resnet200 | 828.19 | 1236.414 | 1024 | 224 | 64.67 |
regnetz_040 | 826.88 | 464.381 | 384 | 320 | 27.12 |
regnetz_040h | 823.24 | 466.438 | 384 | 320 | 28.94 |
efficientnet_b4 | 820.41 | 468.046 | 384 | 384 | 19.34 |
swin_s3_small_224 | 817.53 | 626.263 | 512 | 224 | 49.74 |
hrnet_w40 | 816.49 | 1254.128 | 1024 | 224 | 57.56 |
poolformer_m36 | 815.39 | 1255.826 | 1024 | 224 | 56.17 |
swsl_resnext101_32x8d | 805.27 | 1271.611 | 1024 | 224 | 88.79 |
regnety_064 | 803.23 | 637.411 | 512 | 288 | 30.58 |
ssl_resnext101_32x8d | 802.86 | 1275.43 | 1024 | 224 | 88.79 |
xcit_tiny_24_p16_384_dist | 802.73 | 1275.631 | 1024 | 384 | 12.12 |
ig_resnext101_32x8d | 802.17 | 1276.521 | 1024 | 224 | 88.79 |
resnext101_32x8d | 802.06 | 1276.704 | 1024 | 224 | 88.79 |
regnetv_064 | 800.43 | 639.64 | 512 | 288 | 30.58 |
resnetv2_50d_evos | 798.97 | 640.813 | 512 | 288 | 25.59 |
gluon_xception65 | 797.15 | 642.277 | 512 | 299 | 39.92 |
resnet101d | 796.13 | 1286.203 | 1024 | 320 | 44.57 |
xception65 | 795.21 | 643.84 | 512 | 299 | 39.92 |
resnest101e | 791.92 | 646.513 | 512 | 256 | 48.28 |
swin_base_patch4_window7_224 | 791.65 | 1293.482 | 1024 | 224 | 87.77 |
gluon_seresnext101_64x4d | 787.65 | 1300.055 | 1024 | 224 | 88.23 |
coat_mini | 785.23 | 1304.064 | 1024 | 224 | 10.34 |
tf_efficientnet_b4_ap | 782.92 | 490.459 | 384 | 380 | 19.34 |
tf_efficientnet_b4 | 782.13 | 490.953 | 384 | 380 | 19.34 |
tf_efficientnet_b4_ns | 782.09 | 490.976 | 384 | 380 | 19.34 |
regnety_080 | 767.29 | 667.271 | 512 | 288 | 39.18 |
hrnet_w44 | 759.24 | 1348.7 | 1024 | 224 | 67.06 |
crossvit_base_240 | 756.03 | 677.208 | 512 | 240 | 105.03 |
xcit_medium_24_p16_224_dist | 748.3 | 1368.42 | 1024 | 224 | 84.4 |
xcit_medium_24_p16_224 | 747.93 | 1369.089 | 1024 | 224 | 84.4 |
gmlp_b16_224 | 744.43 | 1375.538 | 1024 | 224 | 73.08 |
hrnet_w48 | 733.55 | 1395.939 | 1024 | 224 | 77.47 |
tresnet_m_448 | 727.54 | 1407.473 | 1024 | 448 | 31.39 |
vit_large_r50_s32_224 | 726.03 | 1410.402 | 1024 | 224 | 328.99 |
regnetz_d32 | 721.75 | 1418.755 | 1024 | 320 | 27.58 |
vit_small_patch16_384 | 684.33 | 748.167 | 512 | 384 | 22.2 |
tnt_b_patch16_224 | 677.0 | 1512.541 | 1024 | 224 | 65.41 |
xcit_small_12_p16_384_dist | 675.76 | 1515.313 | 1024 | 384 | 26.25 |
convit_base | 673.78 | 1519.763 | 1024 | 224 | 86.54 |
swin_s3_base_224 | 663.17 | 1544.087 | 1024 | 224 | 71.13 |
swin_v2_cr_base_224 | 651.94 | 1570.69 | 1024 | 224 | 87.88 |
densenet264d_iabn | 647.21 | 1582.161 | 1024 | 224 | 72.74 |
efficientnet_b3_gn | 646.96 | 395.683 | 256 | 320 | 11.73 |
dpn131 | 635.27 | 1611.889 | 1024 | 224 | 79.25 |
densenet264 | 628.46 | 1629.36 | 1024 | 224 | 72.69 |
nest_base | 627.45 | 815.992 | 512 | 224 | 67.72 |
volo_d2_224 | 626.17 | 1635.329 | 1024 | 224 | 58.68 |
jx_nest_base | 620.43 | 825.215 | 512 | 224 | 67.72 |
poolformer_m48 | 615.67 | 1663.217 | 1024 | 224 | 73.47 |
vit_small_r26_s32_384 | 611.26 | 628.196 | 384 | 384 | 36.47 |
xcit_nano_12_p8_384_dist | 610.06 | 1678.498 | 1024 | 384 | 3.05 |
xcit_tiny_24_p8_224 | 603.0 | 1698.15 | 1024 | 224 | 12.11 |
xcit_tiny_24_p8_224_dist | 602.22 | 1700.353 | 1024 | 224 | 12.11 |
xception71 | 600.16 | 853.086 | 512 | 299 | 42.34 |
hrnet_w64 | 599.02 | 1709.451 | 1024 | 224 | 128.06 |
vit_base_r50_s16_224 | 598.25 | 1711.642 | 1024 | 224 | 98.66 |
legacy_senet154 | 582.07 | 1759.212 | 1024 | 224 | 115.09 |
senet154 | 582.01 | 1759.392 | 1024 | 224 | 115.09 |
gluon_senet154 | 581.94 | 1759.609 | 1024 | 224 | 115.09 |
dpn107 | 578.97 | 1768.627 | 1024 | 224 | 86.92 |
eca_nfnet_l1 | 575.61 | 1778.965 | 1024 | 320 | 41.41 |
seresnet200d | 562.84 | 1819.333 | 1024 | 256 | 71.86 |
resnet152d | 561.29 | 1824.359 | 1024 | 320 | 60.21 |
ecaresnet200d | 559.73 | 1829.437 | 1024 | 256 | 64.69 |
convnext_large_in22ft1k | 546.71 | 936.5 | 512 | 224 | 197.77 |
convnext_large | 546.09 | 937.561 | 512 | 224 | 197.77 |
regnetz_c16_evos | 539.7 | 948.669 | 512 | 320 | 13.49 |
regnety_320 | 534.72 | 957.496 | 512 | 224 | 145.05 |
regnety_160 | 523.72 | 733.2 | 384 | 288 | 83.59 |
efficientnet_b3_g8_gn | 520.23 | 492.079 | 256 | 320 | 14.25 |
xcit_small_12_p8_224 | 514.94 | 1988.547 | 1024 | 224 | 26.21 |
xcit_small_12_p8_224_dist | 514.63 | 1989.761 | 1024 | 224 | 26.21 |
halonet_h1 | 507.89 | 504.03 | 256 | 256 | 8.1 |
resnext101_64x4d | 505.79 | 1012.259 | 512 | 288 | 83.46 |
seresnet152d | 503.07 | 2035.474 | 1024 | 320 | 66.84 |
resnetrs152 | 499.61 | 2049.599 | 1024 | 320 | 86.62 |
vit_large_patch32_384 | 494.68 | 2070.028 | 1024 | 384 | 306.63 |
regnetx_320 | 468.44 | 819.734 | 384 | 224 | 107.81 |
mixer_l16_224 | 464.51 | 2204.436 | 1024 | 224 | 208.2 |
seresnext101_32x8d | 461.67 | 1109.006 | 512 | 288 | 93.57 |
swin_large_patch4_window7_224 | 454.97 | 1125.326 | 512 | 224 | 196.53 |
regnetz_e8 | 451.54 | 1133.877 | 512 | 320 | 57.7 |
efficientnetv2_m | 442.19 | 2315.716 | 1024 | 416 | 54.14 |
seresnet269d | 440.45 | 2324.895 | 1024 | 256 | 113.67 |
volo_d3_224 | 438.95 | 2332.847 | 1024 | 224 | 86.33 |
xcit_large_24_p16_224 | 432.87 | 2365.575 | 1024 | 224 | 189.1 |
xcit_large_24_p16_224_dist | 432.7 | 2366.505 | 1024 | 224 | 189.1 |
efficientnet_b5 | 411.07 | 622.743 | 256 | 456 | 30.39 |
efficientnetv2_rw_m | 406.88 | 1258.338 | 512 | 416 | 53.24 |
resnet200d | 404.01 | 2534.588 | 1024 | 320 | 64.69 |
tf_efficientnet_b5 | 395.61 | 647.082 | 256 | 456 | 30.39 |
tf_efficientnet_b5_ap | 395.52 | 647.242 | 256 | 456 | 30.39 |
tf_efficientnet_b5_ns | 395.47 | 647.322 | 256 | 456 | 30.39 |
resnetv2_50x1_bitm | 392.67 | 1303.884 | 512 | 448 | 25.55 |
xcit_tiny_12_p8_384_dist | 390.32 | 2623.487 | 1024 | 384 | 6.71 |
swin_v2_cr_large_224 | 385.91 | 1326.718 | 512 | 224 | 196.68 |
swsl_resnext101_32x16d | 375.78 | 1362.484 | 512 | 224 | 194.03 |
ig_resnext101_32x16d | 373.86 | 1369.478 | 512 | 224 | 194.03 |
ssl_resnext101_32x16d | 373.64 | 1370.28 | 512 | 224 | 194.03 |
regnetz_d8_evos | 373.09 | 1372.306 | 512 | 320 | 23.46 |
swin_v2_cr_tiny_384 | 364.64 | 702.039 | 256 | 384 | 28.33 |
tresnet_l_448 | 361.5 | 2832.633 | 1024 | 448 | 55.99 |
convnext_xlarge_in22ft1k | 360.86 | 1418.822 | 512 | 224 | 350.2 |
xcit_small_24_p16_384_dist | 360.65 | 2839.301 | 1024 | 384 | 47.67 |
resnetrs200 | 358.31 | 2857.856 | 1024 | 320 | 93.21 |
nfnet_f1 | 357.09 | 2867.576 | 1024 | 320 | 132.63 |
vit_large_patch16_224 | 356.78 | 2870.107 | 1024 | 224 | 304.33 |
crossvit_15_dagger_408 | 354.9 | 721.306 | 256 | 408 | 28.5 |
vit_base_patch16_18x2_224 | 348.19 | 2940.87 | 1024 | 224 | 256.73 |
tf_efficientnetv2_m_in21ft1k | 347.38 | 1473.892 | 512 | 480 | 54.14 |
tf_efficientnetv2_m | 346.86 | 1476.074 | 512 | 480 | 54.14 |
dm_nfnet_f1 | 342.33 | 1495.606 | 512 | 320 | 132.63 |
convnext_base_384_in22ft1k | 336.37 | 1141.59 | 384 | 384 | 88.59 |
beit_large_patch16_224 | 330.46 | 3098.668 | 1024 | 224 | 304.43 |
volo_d1_384 | 293.12 | 1746.724 | 512 | 384 | 26.78 |
convmixer_768_32 | 290.99 | 3518.992 | 1024 | 224 | 21.11 |
eca_nfnet_l2 | 282.42 | 1812.878 | 512 | 384 | 56.72 |
volo_d4_224 | 281.7 | 3635.003 | 1024 | 224 | 192.96 |
resnetv2_152x2_bit_teacher | 280.73 | 1823.773 | 512 | 224 | 236.34 |
vit_base_patch16_384 | 280.43 | 1369.296 | 384 | 384 | 86.86 |
deit_base_patch16_384 | 280.4 | 1369.456 | 384 | 384 | 86.86 |
deit_base_distilled_patch16_384 | 276.56 | 1388.495 | 384 | 384 | 87.63 |
xcit_small_24_p8_224 | 269.73 | 3796.43 | 1024 | 224 | 47.63 |
tresnet_xl_448 | 269.71 | 1898.302 | 512 | 448 | 78.44 |
xcit_small_24_p8_224_dist | 269.67 | 3797.157 | 1024 | 224 | 47.63 |
resnest200e | 265.14 | 1931.055 | 512 | 320 | 70.2 |
cait_xxs24_384 | 264.07 | 3877.737 | 1024 | 384 | 12.03 |
vit_large_patch14_224 | 262.13 | 3906.369 | 1024 | 224 | 304.2 |
crossvit_18_dagger_408 | 260.17 | 983.968 | 256 | 408 | 44.61 |
xcit_medium_24_p16_384_dist | 254.44 | 2012.271 | 512 | 384 | 84.4 |
nasnetalarge | 254.21 | 1510.535 | 384 | 331 | 88.75 |
pnasnet5large | 251.02 | 1529.719 | 384 | 331 | 86.06 |
resnetv2_101x1_bitm | 246.55 | 2076.684 | 512 | 448 | 44.54 |
beit_base_patch16_384 | 241.2 | 1592.025 | 384 | 384 | 86.74 |
vit_large_r50_s32_384 | 240.58 | 1596.142 | 384 | 384 | 329.09 |
efficientnet_b6 | 239.36 | 534.745 | 128 | 528 | 43.04 |
ecaresnet269d | 233.52 | 4385.094 | 1024 | 352 | 102.09 |
tf_efficientnet_b6_ns | 231.37 | 553.209 | 128 | 528 | 43.04 |
tf_efficientnet_b6 | 231.23 | 553.545 | 128 | 528 | 43.04 |
tf_efficientnet_b6_ap | 231.04 | 553.998 | 128 | 528 | 43.04 |
resnetrs270 | 227.52 | 4500.663 | 1024 | 352 | 129.86 |
swin_v2_cr_small_384 | 224.2 | 1141.845 | 256 | 384 | 49.7 |
swin_base_patch4_window12_384 | 211.77 | 906.647 | 192 | 384 | 87.9 |
resmlp_big_24_224 | 209.16 | 4895.869 | 1024 | 224 | 129.14 |
resmlp_big_24_distilled_224 | 208.94 | 4900.863 | 1024 | 224 | 129.14 |
resmlp_big_24_224_in22ft1k | 208.92 | 4901.346 | 1024 | 224 | 129.14 |
xcit_tiny_24_p8_384_dist | 204.37 | 5010.586 | 1024 | 384 | 12.11 |
nfnet_f2 | 200.76 | 5100.492 | 1024 | 352 | 193.78 |
tf_efficientnetv2_l | 199.73 | 1922.595 | 384 | 480 | 118.52 |
efficientnetv2_l | 198.4 | 2580.63 | 512 | 480 | 118.52 |
tf_efficientnetv2_l_in21ft1k | 196.98 | 2599.257 | 512 | 480 | 118.52 |
dm_nfnet_f2 | 194.75 | 2628.942 | 512 | 352 | 193.78 |
xcit_medium_24_p8_224 | 189.81 | 2697.371 | 512 | 224 | 84.32 |
xcit_medium_24_p8_224_dist | 189.81 | 2697.462 | 512 | 224 | 84.32 |
volo_d5_224 | 187.06 | 5474.175 | 1024 | 224 | 295.46 |
convnext_large_384_in22ft1k | 186.8 | 1370.399 | 256 | 384 | 197.77 |
cait_xs24_384 | 184.72 | 2771.758 | 512 | 384 | 26.67 |
vit_base_patch8_224 | 183.25 | 1396.951 | 256 | 224 | 86.58 |
cait_xxs36_384 | 176.62 | 5797.903 | 1024 | 384 | 17.37 |
vit_base_r50_s16_384 | 174.09 | 2205.77 | 384 | 384 | 98.95 |
vit_base_resnet50_384 | 174.05 | 2206.21 | 384 | 384 | 98.95 |
xcit_small_12_p8_384_dist | 173.11 | 2957.56 | 512 | 384 | 26.21 |
swin_v2_cr_huge_224 | 170.28 | 2255.094 | 384 | 224 | 657.83 |
convmixer_1536_20 | 167.4 | 6117.1 | 1024 | 224 | 51.63 |
volo_d2_384 | 164.47 | 2334.792 | 384 | 384 | 58.87 |
swin_v2_cr_base_384 | 160.01 | 1199.906 | 192 | 384 | 87.88 |
eca_nfnet_l3 | 159.42 | 3211.652 | 512 | 448 | 72.04 |
resnetrs350 | 151.88 | 3371.146 | 512 | 384 | 163.96 |
xcit_large_24_p16_384_dist | 147.05 | 3481.712 | 512 | 384 | 189.1 |
ig_resnext101_32x32d | 146.83 | 1743.474 | 256 | 224 | 468.53 |
cait_s24_384 | 142.26 | 3598.927 | 512 | 384 | 47.06 |
vit_huge_patch14_224 | 141.6 | 7231.567 | 1024 | 224 | 632.05 |
efficientnet_b7 | 139.66 | 687.357 | 96 | 600 | 66.35 |
tf_efficientnet_b7 | 135.86 | 706.608 | 96 | 600 | 66.35 |
tf_efficientnet_b7_ap | 135.79 | 706.955 | 96 | 600 | 66.35 |
tf_efficientnet_b7_ns | 135.74 | 707.2 | 96 | 600 | 66.35 |
efficientnetv2_xl | 127.77 | 3005.388 | 384 | 512 | 208.12 |
tf_efficientnetv2_xl_in21ft1k | 127.07 | 3021.991 | 384 | 512 | 208.12 |
swin_large_patch4_window12_384 | 125.28 | 1021.736 | 128 | 384 | 196.74 |
resnest269e | 123.52 | 3108.719 | 384 | 416 | 110.93 |
convnext_xlarge_384_in22ft1k | 123.3 | 1557.136 | 192 | 384 | 350.2 |
xcit_large_24_p8_224 | 110.05 | 4652.475 | 512 | 224 | 188.93 |
xcit_large_24_p8_224_dist | 109.94 | 4656.907 | 512 | 224 | 188.93 |
nfnet_f3 | 109.46 | 4677.461 | 512 | 416 | 254.92 |
resnetrs420 | 108.78 | 4706.738 | 512 | 416 | 191.89 |
dm_nfnet_f3 | 98.93 | 5175.208 | 512 | 416 | 254.92 |
swin_v2_cr_large_384 | 98.1 | 1304.756 | 128 | 384 | 196.68 |
resnetv2_152x2_bit_teacher_384 | 97.22 | 2633.19 | 256 | 384 | 236.34 |
cait_s36_384 | 95.27 | 5374.225 | 512 | 384 | 68.37 |
vit_large_patch16_384 | 94.74 | 2702.22 | 256 | 384 | 304.72 |
resnetv2_50x3_bitm | 94.62 | 1352.761 | 128 | 448 | 217.32 |
vit_giant_patch14_224 | 92.89 | 5511.692 | 512 | 224 | 1012.61 |
xcit_small_24_p8_384_dist | 90.84 | 4227.257 | 384 | 384 | 47.63 |
ig_resnext101_32x48d | 87.18 | 2202.253 | 192 | 224 | 828.41 |
efficientnet_b8 | 83.91 | 1144.078 | 96 | 672 | 87.41 |
beit_large_patch16_384 | 82.64 | 3097.749 | 256 | 384 | 305.0 |
tf_efficientnet_b8_ap | 82.27 | 1166.925 | 96 | 672 | 87.41 |
tf_efficientnet_b8 | 82.25 | 1167.133 | 96 | 672 | 87.41 |
volo_d3_448 | 72.26 | 2657.14 | 192 | 448 | 86.63 |
resnetv2_152x2_bitm | 71.6 | 2681.389 | 192 | 448 | 236.34 |
xcit_medium_24_p8_384_dist | 64.15 | 3990.849 | 256 | 384 | 84.32 |
nfnet_f4 | 60.24 | 6374.659 | 384 | 512 | 316.07 |
dm_nfnet_f4 | 59.09 | 4332.344 | 256 | 512 | 316.07 |
resnetv2_101x3_bitm | 58.2 | 2199.411 | 128 | 448 | 387.93 |
vit_gigantic_patch14_224 | 56.14 | 9120.818 | 512 | 224 | 1844.44 |
volo_d4_448 | 52.76 | 2425.859 | 128 | 448 | 193.41 |
swin_v2_cr_giant_224 | 49.04 | 2610.23 | 128 | 224 | 2598.76 |
tf_efficientnet_l2_ns_475 | 46.41 | 1378.993 | 64 | 475 | 480.31 |
nfnet_f5 | 44.14 | 5799.172 | 256 | 544 | 377.21 |
swin_v2_cr_huge_384 | 43.59 | 1468.203 | 64 | 384 | 657.94 |
dm_nfnet_f5 | 39.84 | 6426.216 | 256 | 544 | 377.21 |
xcit_large_24_p8_384_dist | 36.78 | 5220.859 | 192 | 384 | 188.93 |
volo_d5_448 | 36.57 | 3500.029 | 128 | 448 | 295.91 |
nfnet_f6 | 34.59 | 7401.234 | 256 | 576 | 438.36 |
beit_large_patch16_512 | 33.3 | 2882.954 | 96 | 512 | 305.67 |
cait_m36_384 | 31.36 | 8162.98 | 256 | 384 | 271.22 |
dm_nfnet_f6 | 31.17 | 8214.193 | 256 | 576 | 438.36 |
nfnet_f7 | 26.91 | 9514.003 | 256 | 608 | 499.5 |
volo_d5_512 | 25.64 | 4991.614 | 128 | 512 | 296.09 |
resnetv2_152x4_bitm | 18.58 | 3444.83 | 64 | 480 | 936.53 |
efficientnet_l2 | 16.55 | 1450.295 | 24 | 800 | 480.31 |
tf_efficientnet_l2_ns | 16.36 | 1467.093 | 24 | 800 | 480.31 |
swin_v2_cr_giant_384 | 13.63 | 1760.856 | 24 | 384 | 2598.76 |
cait_m48_448 | 13.35 | 9584.614 | 128 | 448 | 356.46 |
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》