model | infer_samples_per_sec | infer_step_time | infer_batch_size | infer_img_size | infer_gmacs | infer_macts | param_count |
tinynet_e | 49285.12 | 20.767 | 1024 | 106 | 0.03 | 0.69 | 2.04 |
mobilenetv3_small_050 | 43905.96 | 23.312 | 1024 | 224 | 0.03 | 0.92 | 1.59 |
lcnet_035 | 40961.84 | 24.988 | 1024 | 224 | 0.03 | 1.04 | 1.64 |
lcnet_050 | 36451.18 | 28.081 | 1024 | 224 | 0.05 | 1.26 | 1.88 |
mobilenetv3_small_075 | 32291.57 | 31.7 | 1024 | 224 | 0.05 | 1.3 | 2.04 |
mobilenetv3_small_100 | 28935.54 | 35.379 | 1024 | 224 | 0.06 | 1.42 | 2.54 |
tf_mobilenetv3_small_minimal_100 | 27926.5 | 36.657 | 1024 | 224 | 0.06 | 1.41 | 2.04 |
tinynet_d | 27303.88 | 37.493 | 1024 | 152 | 0.05 | 1.42 | 2.34 |
tf_mobilenetv3_small_075 | 26850.04 | 38.127 | 1024 | 224 | 0.05 | 1.3 | 2.04 |
tf_mobilenetv3_small_100 | 24320.21 | 42.094 | 1024 | 224 | 0.06 | 1.42 | 2.54 |
lcnet_075 | 22627.19 | 45.245 | 1024 | 224 | 0.1 | 1.99 | 2.36 |
mnasnet_small | 20150.91 | 50.806 | 1024 | 224 | 0.07 | 2.16 | 2.03 |
levit_128s | 19458.78 | 52.613 | 1024 | 224 | 0.31 | 1.88 | 7.78 |
lcnet_100 | 18910.66 | 54.139 | 1024 | 224 | 0.16 | 2.52 | 2.95 |
mobilenetv2_035 | 18047.72 | 56.728 | 1024 | 224 | 0.07 | 2.86 | 1.68 |
regnetx_002 | 17921.55 | 57.126 | 1024 | 224 | 0.2 | 2.16 | 2.68 |
regnety_002 | 16656.92 | 61.462 | 1024 | 224 | 0.2 | 2.17 | 3.16 |
ghostnet_050 | 16494.57 | 62.071 | 1024 | 224 | 0.05 | 1.77 | 2.59 |
mnasnet_050 | 15574.97 | 65.736 | 1024 | 224 | 0.11 | 3.07 | 2.22 |
mobilenetv2_050 | 14533.98 | 70.445 | 1024 | 224 | 0.1 | 3.64 | 1.97 |
tinynet_c | 14397.76 | 71.111 | 1024 | 184 | 0.11 | 2.87 | 2.46 |
semnasnet_050 | 14065.61 | 72.79 | 1024 | 224 | 0.11 | 3.44 | 2.08 |
levit_128 | 13348.5 | 76.702 | 1024 | 224 | 0.41 | 2.71 | 9.21 |
vit_small_patch32_224 | 12899.41 | 79.373 | 1024 | 224 | 1.15 | 2.5 | 22.88 |
mixer_s32_224 | 12823.61 | 79.842 | 1024 | 224 | 1.0 | 2.28 | 19.1 |
lcnet_150 | 12599.24 | 81.264 | 1024 | 224 | 0.34 | 3.79 | 4.5 |
regnetx_004 | 12314.46 | 83.141 | 1024 | 224 | 0.4 | 3.14 | 5.16 |
cs3darknet_focus_s | 11852.98 | 86.381 | 1024 | 256 | 0.69 | 2.7 | 3.27 |
mobilenetv3_large_075 | 11687.27 | 87.605 | 1024 | 224 | 0.16 | 4.0 | 3.99 |
resnet10t | 11549.51 | 88.651 | 1024 | 224 | 1.1 | 2.43 | 5.44 |
cs3darknet_s | 11540.93 | 88.716 | 1024 | 256 | 0.72 | 2.97 | 3.28 |
vit_tiny_r_s16_p8_224 | 10917.33 | 93.785 | 1024 | 224 | 0.44 | 2.06 | 6.34 |
ese_vovnet19b_slim_dw | 10530.7 | 97.229 | 1024 | 224 | 0.4 | 5.28 | 1.9 |
mobilenetv3_rw | 10453.43 | 97.947 | 1024 | 224 | 0.23 | 4.41 | 5.48 |
hardcorenas_a | 10387.47 | 98.569 | 1024 | 224 | 0.23 | 4.38 | 5.26 |
mobilenetv3_large_100_miil | 10298.68 | 99.419 | 1024 | 224 | 0.23 | 4.41 | 5.48 |
mobilenetv3_large_100 | 10295.13 | 99.453 | 1024 | 224 | 0.23 | 4.41 | 5.48 |
tf_mobilenetv3_large_075 | 10277.2 | 99.627 | 1024 | 224 | 0.16 | 4.0 | 3.99 |
gernet_s | 10228.24 | 100.105 | 1024 | 224 | 0.75 | 2.65 | 8.17 |
mnasnet_075 | 10209.23 | 100.29 | 1024 | 224 | 0.23 | 4.77 | 3.17 |
levit_192 | 10099.95 | 101.375 | 1024 | 224 | 0.66 | 3.2 | 10.95 |
tf_mobilenetv3_large_minimal_100 | 10021.88 | 102.166 | 1024 | 224 | 0.22 | 4.4 | 3.92 |
hardcorenas_b | 9469.88 | 108.121 | 1024 | 224 | 0.26 | 5.09 | 5.18 |
regnetx_006 | 9309.45 | 109.982 | 1024 | 224 | 0.61 | 3.98 | 6.2 |
tinynet_b | 9298.6 | 110.113 | 1024 | 188 | 0.21 | 4.44 | 3.73 |
regnety_004 | 9296.36 | 110.137 | 1024 | 224 | 0.41 | 3.89 | 4.34 |
ghostnet_100 | 9264.87 | 110.513 | 1024 | 224 | 0.15 | 3.55 | 5.18 |
hardcorenas_c | 9196.31 | 111.338 | 1024 | 224 | 0.28 | 5.01 | 5.52 |
resnet18 | 9171.4 | 111.64 | 1024 | 224 | 1.82 | 2.48 | 11.69 |
tf_mobilenetv3_large_100 | 9170.64 | 111.649 | 1024 | 224 | 0.23 | 4.41 | 5.48 |
mobilenetv2_075 | 9151.72 | 111.88 | 1024 | 224 | 0.22 | 5.86 | 2.64 |
swsl_resnet18 | 9145.07 | 111.962 | 1024 | 224 | 1.82 | 2.48 | 11.69 |
mnasnet_100 | 9128.95 | 112.159 | 1024 | 224 | 0.33 | 5.46 | 4.38 |
mnasnet_b1 | 9096.68 | 112.558 | 1024 | 224 | 0.33 | 5.46 | 4.38 |
gluon_resnet18_v1b | 9092.93 | 112.604 | 1024 | 224 | 1.82 | 2.48 | 11.69 |
ssl_resnet18 | 9043.33 | 113.221 | 1024 | 224 | 1.82 | 2.48 | 11.69 |
semnasnet_075 | 8958.16 | 114.297 | 1024 | 224 | 0.23 | 5.54 | 2.91 |
hardcorenas_d | 8756.1 | 116.935 | 1024 | 224 | 0.3 | 4.93 | 7.5 |
seresnet18 | 8678.54 | 117.981 | 1024 | 224 | 1.82 | 2.49 | 11.78 |
regnety_006 | 8404.01 | 121.832 | 1024 | 224 | 0.61 | 4.33 | 6.06 |
mobilenetv2_100 | 8360.81 | 122.466 | 1024 | 224 | 0.31 | 6.68 | 3.5 |
legacy_seresnet18 | 8318.12 | 123.094 | 1024 | 224 | 1.82 | 2.49 | 11.78 |
spnasnet_100 | 8246.33 | 124.165 | 1024 | 224 | 0.35 | 6.03 | 4.42 |
semnasnet_100 | 8027.18 | 127.555 | 1024 | 224 | 0.32 | 6.23 | 3.89 |
mnasnet_a1 | 8013.14 | 127.779 | 1024 | 224 | 0.32 | 6.23 | 3.89 |
levit_256 | 7862.24 | 130.228 | 1024 | 224 | 1.13 | 4.23 | 18.89 |
resnet18d | 7721.04 | 132.614 | 1024 | 224 | 2.06 | 3.29 | 11.71 |
hardcorenas_f | 7642.68 | 133.973 | 1024 | 224 | 0.35 | 5.57 | 8.2 |
hardcorenas_e | 7588.05 | 134.938 | 1024 | 224 | 0.35 | 5.65 | 8.07 |
ese_vovnet19b_slim | 7530.8 | 135.964 | 1024 | 224 | 1.69 | 3.52 | 3.17 |
efficientnet_lite0 | 7530.79 | 135.964 | 1024 | 224 | 0.4 | 6.74 | 4.65 |
ghostnet_130 | 7411.84 | 138.146 | 1024 | 224 | 0.24 | 4.6 | 7.36 |
regnetx_008 | 7376.89 | 138.798 | 1024 | 224 | 0.81 | 5.15 | 7.26 |
tinynet_a | 7260.16 | 141.032 | 1024 | 192 | 0.35 | 5.41 | 6.19 |
tf_efficientnetv2_b0 | 7117.22 | 143.865 | 1024 | 224 | 0.73 | 4.77 | 7.14 |
fbnetc_100 | 7115.49 | 143.899 | 1024 | 224 | 0.4 | 6.51 | 5.57 |
regnety_008 | 7108.36 | 144.037 | 1024 | 224 | 0.81 | 5.25 | 6.26 |
xcit_nano_12_p16_224_dist | 7019.86 | 145.861 | 1024 | 224 | 0.56 | 4.17 | 3.05 |
xcit_nano_12_p16_224 | 7000.29 | 146.268 | 1024 | 224 | 0.56 | 4.17 | 3.05 |
edgenext_xx_small | 6963.01 | 147.05 | 1024 | 256 | 0.33 | 4.21 | 1.33 |
levit_256d | 6856.41 | 149.338 | 1024 | 224 | 1.4 | 4.93 | 26.21 |
deit_tiny_patch16_224 | 6794.46 | 150.698 | 1024 | 224 | 1.26 | 5.97 | 5.72 |
vit_tiny_patch16_224 | 6769.81 | 151.248 | 1024 | 224 | 1.26 | 5.97 | 5.72 |
tf_efficientnet_lite0 | 6667.82 | 153.562 | 1024 | 224 | 0.4 | 6.74 | 4.65 |
deit_tiny_distilled_patch16_224 | 6647.4 | 154.032 | 1024 | 224 | 1.27 | 6.01 | 5.91 |
efficientnet_b0 | 6576.16 | 155.702 | 1024 | 224 | 0.4 | 6.75 | 5.29 |
dla46_c | 6538.59 | 156.596 | 1024 | 224 | 0.58 | 4.5 | 1.3 |
rexnetr_100 | 6369.79 | 160.748 | 1024 | 224 | 0.43 | 7.72 | 4.88 |
mnasnet_140 | 6297.39 | 162.595 | 1024 | 224 | 0.6 | 7.71 | 7.12 |
rexnet_100 | 6295.89 | 162.634 | 1024 | 224 | 0.41 | 7.44 | 4.8 |
efficientnet_b1_pruned | 6269.62 | 163.315 | 1024 | 240 | 0.4 | 6.21 | 6.33 |
mobilenetv2_110d | 6263.44 | 163.477 | 1024 | 224 | 0.45 | 8.71 | 4.52 |
regnetz_005 | 6057.27 | 169.042 | 1024 | 224 | 0.52 | 5.86 | 7.12 |
resnetblur18 | 6056.25 | 169.07 | 1024 | 224 | 2.34 | 3.39 | 11.69 |
pit_ti_distilled_224 | 6026.49 | 169.903 | 1024 | 224 | 0.71 | 6.23 | 5.1 |
pit_ti_224 | 5988.08 | 170.993 | 1024 | 224 | 0.7 | 6.19 | 4.85 |
nf_regnet_b0 | 5936.35 | 172.485 | 1024 | 256 | 0.64 | 5.58 | 8.76 |
mobilevitv2_050 | 5906.65 | 173.353 | 1024 | 256 | 0.48 | 8.04 | 1.37 |
tf_efficientnet_b0_ap | 5894.61 | 173.707 | 1024 | 224 | 0.4 | 6.75 | 5.29 |
tf_efficientnet_b0 | 5892.32 | 173.774 | 1024 | 224 | 0.4 | 6.75 | 5.29 |
tf_efficientnet_b0_ns | 5891.52 | 173.799 | 1024 | 224 | 0.4 | 6.75 | 5.29 |
visformer_tiny | 5845.93 | 175.153 | 1024 | 224 | 1.27 | 5.72 | 10.32 |
resnet14t | 5834.5 | 175.495 | 1024 | 224 | 1.69 | 5.8 | 10.08 |
dla46x_c | 5690.98 | 179.922 | 1024 | 224 | 0.54 | 5.66 | 1.07 |
skresnet18 | 5640.2 | 181.543 | 1024 | 224 | 1.82 | 3.24 | 11.96 |
semnasnet_140 | 5544.22 | 184.685 | 1024 | 224 | 0.6 | 8.87 | 6.11 |
hrnet_w18_small | 5451.81 | 187.816 | 1024 | 224 | 1.61 | 5.72 | 13.19 |
mobilenetv2_140 | 5399.1 | 189.649 | 1024 | 224 | 0.6 | 9.57 | 6.11 |
resnet34 | 5356.43 | 191.161 | 1024 | 224 | 3.67 | 3.74 | 21.8 |
dla60x_c | 5292.02 | 193.487 | 1024 | 224 | 0.59 | 6.01 | 1.32 |
mobilevit_xxs | 5275.05 | 194.109 | 1024 | 256 | 0.42 | 8.34 | 1.27 |
ese_vovnet19b_dw | 5260.83 | 194.634 | 1024 | 224 | 1.34 | 8.25 | 6.54 |
gluon_resnet34_v1b | 5203.76 | 196.769 | 1024 | 224 | 3.67 | 3.74 | 21.8 |
tv_resnet34 | 5193.55 | 197.156 | 1024 | 224 | 3.67 | 3.74 | 21.8 |
efficientnet_lite1 | 5144.81 | 199.024 | 1024 | 240 | 0.62 | 10.14 | 5.42 |
mixnet_s | 5054.78 | 202.566 | 1024 | 224 | 0.25 | 6.25 | 4.13 |
seresnet34 | 5051.53 | 202.699 | 1024 | 224 | 3.67 | 3.74 | 21.96 |
gernet_m | 5028.39 | 203.632 | 1024 | 224 | 3.02 | 5.24 | 21.14 |
fbnetv3_b | 4982.49 | 205.508 | 1024 | 256 | 0.55 | 9.1 | 8.6 |
selecsls42 | 4945.53 | 207.043 | 1024 | 224 | 2.94 | 4.62 | 30.35 |
selecsls42b | 4942.3 | 207.179 | 1024 | 224 | 2.98 | 4.62 | 32.46 |
vit_base_patch32_224_sam | 4921.3 | 208.063 | 1024 | 224 | 4.41 | 5.01 | 88.22 |
vit_base_patch32_224 | 4918.17 | 208.197 | 1024 | 224 | 4.41 | 5.01 | 88.22 |
resnet34d | 4834.03 | 211.82 | 1024 | 224 | 3.91 | 4.54 | 21.82 |
rexnetr_130 | 4789.2 | 213.803 | 1024 | 224 | 0.68 | 9.81 | 7.61 |
pit_xs_224 | 4766.56 | 214.816 | 1024 | 224 | 1.4 | 7.71 | 10.62 |
tf_efficientnetv2_b1 | 4738.51 | 216.09 | 1024 | 240 | 1.21 | 7.34 | 8.14 |
legacy_seresnet34 | 4737.15 | 216.152 | 1024 | 224 | 3.67 | 3.74 | 21.96 |
pit_xs_distilled_224 | 4722.37 | 216.826 | 1024 | 224 | 1.41 | 7.76 | 11.0 |
mixer_b32_224 | 4707.3 | 217.523 | 1024 | 224 | 3.24 | 6.29 | 60.29 |
tf_mixnet_s | 4706.57 | 217.551 | 1024 | 224 | 0.25 | 6.25 | 4.13 |
tf_efficientnet_lite1 | 4662.36 | 219.62 | 1024 | 240 | 0.62 | 10.14 | 5.42 |
xcit_tiny_12_p16_224_dist | 4593.26 | 222.924 | 1024 | 224 | 1.24 | 6.29 | 6.72 |
xcit_tiny_12_p16_224 | 4592.09 | 222.979 | 1024 | 224 | 1.24 | 6.29 | 6.72 |
rexnet_130 | 4578.43 | 223.646 | 1024 | 224 | 0.68 | 9.71 | 7.56 |
levit_384 | 4538.82 | 225.597 | 1024 | 224 | 2.36 | 6.26 | 39.13 |
mobilenetv2_120d | 4530.56 | 226.009 | 1024 | 224 | 0.69 | 11.97 | 5.83 |
edgenext_x_small | 4436.58 | 230.795 | 1024 | 256 | 0.68 | 7.5 | 2.34 |
cs3darknet_focus_m | 4399.27 | 232.755 | 1024 | 288 | 2.51 | 6.19 | 9.3 |
efficientnet_b0_g16_evos | 4394.3 | 233.017 | 1024 | 224 | 1.01 | 7.42 | 8.11 |
efficientnet_es | 4389.85 | 233.253 | 1024 | 224 | 1.81 | 8.73 | 5.44 |
efficientnet_es_pruned | 4389.6 | 233.266 | 1024 | 224 | 1.81 | 8.73 | 5.44 |
resnet26 | 4383.27 | 233.604 | 1024 | 224 | 2.36 | 7.35 | 16.0 |
cs3darknet_m | 4330.89 | 236.429 | 1024 | 288 | 2.63 | 6.69 | 9.31 |
fbnetv3_d | 4328.59 | 236.555 | 1024 | 256 | 0.68 | 11.1 | 10.31 |
repvgg_b0 | 4286.85 | 238.858 | 1024 | 224 | 3.41 | 6.15 | 15.82 |
selecsls60 | 4286.11 | 238.899 | 1024 | 224 | 3.59 | 5.52 | 30.67 |
darknet17 | 4270.14 | 179.843 | 768 | 256 | 3.26 | 7.18 | 14.3 |
selecsls60b | 4265.59 | 240.05 | 1024 | 224 | 3.63 | 5.52 | 32.77 |
efficientnet_b2_pruned | 4264.69 | 240.099 | 1024 | 260 | 0.73 | 9.13 | 8.31 |
tf_efficientnet_es | 4239.07 | 241.551 | 1024 | 224 | 1.81 | 8.73 | 5.44 |
regnetx_016 | 4196.72 | 243.986 | 1024 | 224 | 1.62 | 7.93 | 9.19 |
rexnetr_150 | 4170.12 | 245.545 | 1024 | 224 | 0.89 | 11.13 | 9.78 |
crossvit_tiny_240 | 4122.19 | 248.4 | 1024 | 240 | 1.57 | 9.08 | 7.01 |
dla34 | 4120.09 | 248.525 | 1024 | 224 | 3.07 | 5.02 | 15.74 |
mixer_s16_224 | 4085.83 | 250.611 | 1024 | 224 | 3.79 | 5.97 | 18.53 |
vit_small_patch32_384 | 4015.79 | 254.982 | 1024 | 384 | 3.45 | 8.25 | 22.92 |
rexnet_150 | 3990.72 | 256.583 | 1024 | 224 | 0.9 | 11.21 | 9.73 |
resnet26d | 3989.2 | 256.681 | 1024 | 224 | 2.6 | 8.15 | 16.01 |
ecaresnet50d_pruned | 3983.23 | 257.066 | 1024 | 224 | 2.53 | 6.43 | 19.94 |
efficientnet_lite2 | 3977.91 | 257.41 | 1024 | 260 | 0.89 | 12.9 | 6.09 |
gmlp_ti16_224 | 3944.3 | 259.603 | 1024 | 224 | 1.34 | 7.55 | 5.87 |
mobilevitv2_075 | 3905.27 | 262.199 | 1024 | 256 | 1.05 | 12.06 | 2.87 |
crossvit_9_240 | 3875.46 | 264.215 | 1024 | 240 | 1.85 | 9.52 | 8.55 |
darknet21 | 3872.25 | 198.322 | 768 | 256 | 3.93 | 7.47 | 20.86 |
nf_resnet26 | 3857.21 | 265.465 | 1024 | 224 | 2.41 | 7.35 | 16.0 |
convnext_nano_ols | 3756.44 | 272.585 | 1024 | 224 | 2.5 | 8.37 | 15.6 |
convnext_nano_hnf | 3749.56 | 273.084 | 1024 | 224 | 2.46 | 8.37 | 15.59 |
sedarknet21 | 3744.18 | 205.107 | 768 | 256 | 3.93 | 7.47 | 20.95 |
efficientnet_b1 | 3742.67 | 273.59 | 1024 | 256 | 0.77 | 12.22 | 7.79 |
crossvit_9_dagger_240 | 3734.14 | 274.215 | 1024 | 240 | 1.99 | 9.97 | 8.78 |
tf_efficientnet_b1 | 3731.51 | 274.409 | 1024 | 240 | 0.71 | 10.88 | 7.79 |
tf_efficientnet_b1_ns | 3731.48 | 274.411 | 1024 | 240 | 0.71 | 10.88 | 7.79 |
tf_efficientnet_b1_ap | 3726.19 | 274.8 | 1024 | 240 | 0.71 | 10.88 | 7.79 |
resnest14d | 3644.88 | 280.93 | 1024 | 224 | 2.76 | 7.33 | 10.61 |
regnety_016 | 3624.55 | 282.503 | 1024 | 224 | 1.63 | 8.04 | 11.2 |
tf_efficientnet_lite2 | 3624.06 | 282.543 | 1024 | 260 | 0.89 | 12.9 | 6.09 |
vit_tiny_r_s16_p8_384 | 3594.94 | 213.622 | 768 | 384 | 1.34 | 6.49 | 6.36 |
tf_efficientnetv2_b2 | 3593.98 | 284.91 | 1024 | 260 | 1.72 | 9.84 | 10.1 |
poolformer_s12 | 3483.41 | 293.951 | 1024 | 224 | 1.82 | 5.53 | 11.92 |
resmlp_12_224 | 3460.87 | 295.868 | 1024 | 224 | 3.01 | 5.5 | 15.35 |
resmlp_12_distilled_224 | 3458.54 | 296.067 | 1024 | 224 | 3.01 | 5.5 | 15.35 |
mixnet_m | 3455.23 | 296.35 | 1024 | 224 | 0.36 | 8.19 | 5.01 |
gmixer_12_224 | 3401.29 | 301.051 | 1024 | 224 | 2.67 | 7.26 | 12.7 |
resnext26ts | 3375.26 | 303.371 | 1024 | 256 | 2.43 | 10.52 | 10.3 |
nf_ecaresnet26 | 3365.9 | 304.215 | 1024 | 224 | 2.41 | 7.36 | 16.0 |
nf_seresnet26 | 3360.23 | 304.729 | 1024 | 224 | 2.41 | 7.36 | 17.4 |
gernet_l | 3328.59 | 307.626 | 1024 | 256 | 4.57 | 8.0 | 31.08 |
repvgg_a2 | 3325.03 | 307.955 | 1024 | 224 | 5.7 | 6.26 | 28.21 |
tf_mixnet_m | 3322.0 | 308.236 | 1024 | 224 | 0.36 | 8.19 | 5.01 |
efficientnet_b3_pruned | 3297.4 | 310.535 | 1024 | 300 | 1.04 | 11.86 | 9.86 |
nf_regnet_b1 | 3293.07 | 310.944 | 1024 | 288 | 1.02 | 9.2 | 10.22 |
seresnext26ts | 3291.26 | 311.115 | 1024 | 256 | 2.43 | 10.52 | 10.39 |
eca_resnext26ts | 3290.56 | 311.182 | 1024 | 256 | 2.43 | 10.52 | 10.3 |
legacy_seresnext26_32x4d | 3269.09 | 313.225 | 1024 | 224 | 2.49 | 9.39 | 16.79 |
skresnet34 | 3229.96 | 317.02 | 1024 | 224 | 3.67 | 5.13 | 22.28 |
gcresnext26ts | 3229.79 | 317.037 | 1024 | 256 | 2.43 | 10.53 | 10.48 |
nf_regnet_b2 | 3193.49 | 320.64 | 1024 | 272 | 1.22 | 9.27 | 14.31 |
convit_tiny | 3179.42 | 322.058 | 1024 | 224 | 1.26 | 7.94 | 5.71 |
resnet26t | 3149.41 | 325.128 | 1024 | 256 | 3.35 | 10.52 | 16.01 |
rexnetr_200 | 3135.78 | 244.904 | 768 | 224 | 1.59 | 15.11 | 16.52 |
ecaresnet101d_pruned | 3129.51 | 327.195 | 1024 | 224 | 3.48 | 7.69 | 24.88 |
seresnext26tn_32x4d | 3050.2 | 335.704 | 1024 | 224 | 2.7 | 10.09 | 16.81 |
seresnext26t_32x4d | 3050.01 | 335.724 | 1024 | 224 | 2.7 | 10.09 | 16.81 |
ecaresnext50t_32x4d | 3049.83 | 335.744 | 1024 | 224 | 2.7 | 10.09 | 15.41 |
ecaresnext26t_32x4d | 3048.36 | 335.905 | 1024 | 224 | 2.7 | 10.09 | 15.41 |
seresnext26d_32x4d | 3037.9 | 337.063 | 1024 | 224 | 2.73 | 10.19 | 16.81 |
deit_small_patch16_224 | 3002.36 | 341.052 | 1024 | 224 | 4.61 | 11.95 | 22.05 |
rexnet_200 | 3001.86 | 255.828 | 768 | 224 | 1.56 | 14.91 | 16.37 |
vit_small_patch16_224 | 3000.37 | 341.279 | 1024 | 224 | 4.61 | 11.95 | 22.05 |
mobilevit_xs | 2981.72 | 257.559 | 768 | 256 | 1.05 | 16.33 | 2.32 |
deit_small_distilled_patch16_224 | 2950.87 | 347.001 | 1024 | 224 | 4.63 | 12.02 | 22.44 |
pit_s_224 | 2945.22 | 347.668 | 1024 | 224 | 2.88 | 11.56 | 23.46 |
ecaresnetlight | 2941.7 | 348.085 | 1024 | 224 | 4.11 | 8.42 | 30.16 |
coat_lite_tiny | 2932.4 | 349.189 | 1024 | 224 | 1.6 | 11.65 | 5.72 |
eca_botnext26ts_256 | 2930.99 | 349.358 | 1024 | 256 | 2.46 | 11.6 | 10.59 |
pit_s_distilled_224 | 2918.75 | 350.821 | 1024 | 224 | 2.9 | 11.64 | 24.04 |
tf_efficientnet_b2_ns | 2903.13 | 352.71 | 1024 | 260 | 1.02 | 13.83 | 9.11 |
tf_efficientnet_b2 | 2902.67 | 352.766 | 1024 | 260 | 1.02 | 13.83 | 9.11 |
tf_efficientnet_b2_ap | 2901.98 | 352.851 | 1024 | 260 | 1.02 | 13.83 | 9.11 |
eca_halonext26ts | 2883.09 | 355.163 | 1024 | 256 | 2.44 | 11.46 | 10.76 |
tresnet_m | 2870.7 | 356.694 | 1024 | 224 | 5.74 | 7.31 | 31.39 |
botnet26t_256 | 2862.72 | 357.688 | 1024 | 256 | 3.32 | 11.98 | 12.49 |
regnetx_032 | 2852.1 | 359.019 | 1024 | 224 | 3.2 | 11.37 | 15.3 |
hrnet_w18_small_v2 | 2845.04 | 359.912 | 1024 | 224 | 2.62 | 9.65 | 15.6 |
deit3_small_patch16_224_in21ft1k | 2837.48 | 360.868 | 1024 | 224 | 4.61 | 11.95 | 22.06 |
halonet26t | 2832.73 | 361.477 | 1024 | 256 | 3.19 | 11.69 | 12.48 |
resnetv2_50 | 2829.74 | 361.858 | 1024 | 224 | 4.11 | 11.11 | 25.55 |
deit3_small_patch16_224 | 2828.59 | 362.004 | 1024 | 224 | 4.61 | 11.95 | 22.06 |
vgg11 | 2795.7 | 183.125 | 512 | 224 | 7.61 | 7.44 | 132.86 |
haloregnetz_b | 2794.73 | 366.391 | 1024 | 224 | 1.97 | 11.94 | 11.68 |
bat_resnext26ts | 2793.93 | 366.495 | 1024 | 256 | 2.53 | 12.51 | 10.73 |
vit_relpos_base_patch32_plus_rpn_256 | 2775.87 | 368.882 | 1024 | 256 | 7.68 | 8.01 | 119.42 |
vit_base_patch32_plus_256 | 2773.66 | 369.174 | 1024 | 256 | 7.79 | 7.76 | 119.48 |
dpn68b | 2762.53 | 370.662 | 1024 | 224 | 2.35 | 10.47 | 12.61 |
vit_small_resnet26d_224 | 2758.05 | 371.264 | 1024 | 224 | 5.07 | 11.12 | 63.61 |
efficientnet_b2 | 2753.12 | 371.929 | 1024 | 288 | 1.12 | 16.2 | 9.11 |
coat_lite_mini | 2752.31 | 372.037 | 1024 | 224 | 2.0 | 12.25 | 11.01 |
efficientnet_b2a | 2752.1 | 372.068 | 1024 | 288 | 1.12 | 16.2 | 9.11 |
efficientnet_b0_gn | 2748.63 | 372.536 | 1024 | 224 | 0.42 | 6.75 | 5.29 |
resnet50 | 2733.34 | 374.621 | 1024 | 224 | 4.11 | 11.11 | 25.56 |
ssl_resnet50 | 2732.73 | 374.705 | 1024 | 224 | 4.11 | 11.11 | 25.56 |
tv_resnet50 | 2732.0 | 374.804 | 1024 | 224 | 4.11 | 11.11 | 25.56 |
gluon_resnet50_v1b | 2731.92 | 374.815 | 1024 | 224 | 4.11 | 11.11 | 25.56 |
swsl_resnet50 | 2730.89 | 374.957 | 1024 | 224 | 4.11 | 11.11 | 25.56 |
cspresnet50 | 2720.51 | 376.385 | 1024 | 256 | 4.54 | 11.5 | 21.62 |
resnet32ts | 2719.03 | 376.593 | 1024 | 256 | 4.63 | 11.58 | 17.96 |
dpn68 | 2711.28 | 377.669 | 1024 | 224 | 2.35 | 10.47 | 12.61 |
mobilevitv2_100 | 2710.59 | 283.322 | 768 | 256 | 1.84 | 16.08 | 4.9 |
vovnet39a | 2706.48 | 378.339 | 1024 | 224 | 7.09 | 6.73 | 22.6 |
resnetv2_50t | 2687.6 | 380.997 | 1024 | 224 | 4.32 | 11.82 | 25.57 |
resnet33ts | 2683.32 | 381.605 | 1024 | 256 | 4.76 | 11.66 | 19.68 |
resnetv2_50d | 2678.25 | 382.327 | 1024 | 224 | 4.35 | 11.92 | 25.57 |
efficientnet_em | 2663.14 | 384.496 | 1024 | 240 | 3.04 | 14.34 | 6.9 |
mixnet_l | 2651.17 | 289.672 | 768 | 224 | 0.58 | 10.84 | 7.33 |
visformer_small | 2638.82 | 388.04 | 1024 | 224 | 4.88 | 11.43 | 40.22 |
ese_vovnet39b | 2631.4 | 389.135 | 1024 | 224 | 7.09 | 6.74 | 24.57 |
resnest26d | 2624.21 | 390.2 | 1024 | 224 | 3.64 | 9.97 | 17.07 |
vit_relpos_small_patch16_224 | 2615.53 | 391.496 | 1024 | 224 | 4.59 | 13.05 | 21.98 |
seresnet33ts | 2613.57 | 391.79 | 1024 | 256 | 4.76 | 11.66 | 19.78 |
eca_resnet33ts | 2609.68 | 392.373 | 1024 | 256 | 4.76 | 11.66 | 19.68 |
vit_srelpos_small_patch16_224 | 2607.7 | 392.67 | 1024 | 224 | 4.59 | 12.16 | 21.97 |
eca_vovnet39b | 2607.14 | 392.755 | 1024 | 224 | 7.09 | 6.74 | 22.6 |
gluon_resnet50_v1c | 2599.91 | 393.848 | 1024 | 224 | 4.35 | 11.92 | 25.58 |
tf_efficientnet_em | 2599.16 | 393.961 | 1024 | 240 | 3.04 | 14.34 | 6.9 |
cspresnet50w | 2589.44 | 395.44 | 1024 | 256 | 5.04 | 12.19 | 28.12 |
resnet50d | 2584.02 | 396.27 | 1024 | 224 | 4.35 | 11.92 | 25.58 |
legacy_seresnet50 | 2582.34 | 396.527 | 1024 | 224 | 3.88 | 10.6 | 28.09 |
resnet50t | 2580.37 | 396.829 | 1024 | 224 | 4.32 | 11.82 | 25.57 |
twins_svt_small | 2576.63 | 397.407 | 1024 | 224 | 2.94 | 13.75 | 24.06 |
gluon_resnet50_v1d | 2570.89 | 398.293 | 1024 | 224 | 4.35 | 11.92 | 25.58 |
gcresnet33ts | 2569.2 | 398.556 | 1024 | 256 | 4.76 | 11.68 | 19.88 |
cspresnet50d | 2560.0 | 399.988 | 1024 | 256 | 4.86 | 12.55 | 21.64 |
lambda_resnet26t | 2551.69 | 401.29 | 1024 | 256 | 3.02 | 11.87 | 10.96 |
tf_mixnet_l | 2550.79 | 301.072 | 768 | 224 | 0.58 | 10.84 | 7.33 |
selecsls84 | 2543.3 | 402.613 | 1024 | 224 | 5.9 | 7.57 | 50.95 |
vgg11_bn | 2541.42 | 201.45 | 512 | 224 | 7.62 | 7.44 | 132.87 |
dla60 | 2525.2 | 405.498 | 1024 | 224 | 4.26 | 10.16 | 22.04 |
cs3darknet_focus_l | 2520.03 | 406.331 | 1024 | 288 | 5.9 | 10.16 | 21.15 |
res2net50_48w_2s | 2502.4 | 409.196 | 1024 | 224 | 4.18 | 11.72 | 25.29 |
cs3darknet_l | 2485.99 | 411.896 | 1024 | 288 | 6.16 | 10.83 | 21.16 |
densenet121 | 2467.71 | 414.945 | 1024 | 224 | 2.87 | 6.9 | 7.98 |
xcit_nano_12_p16_384_dist | 2466.74 | 415.111 | 1024 | 384 | 1.64 | 12.15 | 3.05 |
xcit_tiny_24_p16_224_dist | 2463.21 | 415.705 | 1024 | 224 | 2.34 | 11.82 | 12.12 |
tv_densenet121 | 2461.4 | 416.011 | 1024 | 224 | 2.87 | 6.9 | 7.98 |
xcit_tiny_24_p16_224 | 2457.2 | 416.72 | 1024 | 224 | 2.34 | 11.82 | 12.12 |
seresnet50 | 2438.84 | 419.859 | 1024 | 224 | 4.11 | 11.13 | 28.09 |
convnext_tiny_hnfd | 2399.93 | 426.664 | 1024 | 224 | 4.47 | 13.44 | 28.59 |
convnext_tiny_hnf | 2395.62 | 427.433 | 1024 | 224 | 4.47 | 13.44 | 28.59 |
efficientnet_lite3 | 2383.15 | 214.83 | 512 | 300 | 1.65 | 21.85 | 8.2 |
efficientnet_b0_g8_gn | 2375.8 | 431.002 | 1024 | 224 | 0.66 | 6.75 | 6.56 |
convnext_tiny_in22ft1k | 2362.17 | 433.485 | 1024 | 224 | 4.47 | 13.44 | 28.59 |
densenet121d | 2362.07 | 433.503 | 1024 | 224 | 3.11 | 7.7 | 8.0 |
convnext_tiny | 2359.72 | 433.936 | 1024 | 224 | 4.47 | 13.44 | 28.59 |
cs3sedarknet_l | 2353.08 | 435.161 | 1024 | 288 | 6.16 | 10.83 | 21.91 |
resnetaa50d | 2350.26 | 435.685 | 1024 | 224 | 5.39 | 12.44 | 25.58 |
efficientnet_cc_b0_4e | 2334.0 | 438.721 | 1024 | 224 | 0.41 | 9.42 | 13.31 |
seresnet50t | 2333.68 | 438.78 | 1024 | 224 | 4.32 | 11.83 | 28.1 |
ecaresnet50d | 2316.33 | 442.066 | 1024 | 224 | 4.35 | 11.93 | 25.58 |
resnetblur50 | 2298.66 | 445.465 | 1024 | 224 | 5.16 | 12.02 | 25.56 |
mobilevit_s | 2279.76 | 336.866 | 768 | 256 | 2.03 | 19.94 | 5.58 |
convnext_nano | 2276.19 | 449.862 | 1024 | 288 | 4.06 | 13.84 | 15.59 |
resnetrs50 | 2276.18 | 449.864 | 1024 | 224 | 4.48 | 12.14 | 35.69 |
vit_base_resnet26d_224 | 2262.15 | 452.654 | 1024 | 224 | 6.97 | 13.16 | 101.4 |
gluon_resnet50_v1s | 2257.16 | 453.655 | 1024 | 224 | 5.47 | 13.52 | 25.68 |
vovnet57a | 2253.6 | 454.372 | 1024 | 224 | 8.95 | 7.52 | 36.64 |
adv_inception_v3 | 2250.27 | 455.041 | 1024 | 299 | 5.73 | 8.97 | 23.83 |
gluon_inception_v3 | 2249.35 | 455.229 | 1024 | 299 | 5.73 | 8.97 | 23.83 |
tf_inception_v3 | 2245.22 | 456.064 | 1024 | 299 | 5.73 | 8.97 | 23.83 |
tf_efficientnet_cc_b0_4e | 2243.01 | 456.518 | 1024 | 224 | 0.41 | 9.42 | 13.31 |
inception_v3 | 2240.78 | 456.965 | 1024 | 299 | 5.73 | 8.97 | 23.83 |
tf_efficientnet_cc_b0_8e | 2240.71 | 456.986 | 1024 | 224 | 0.42 | 9.42 | 24.01 |
densenetblur121d | 2235.56 | 458.037 | 1024 | 224 | 3.11 | 7.9 | 8.0 |
resnest50d_1s4x24d | 2213.57 | 462.589 | 1024 | 224 | 4.43 | 13.57 | 25.68 |
res2net50_26w_4s | 2209.54 | 463.432 | 1024 | 224 | 4.28 | 12.61 | 25.7 |
ssl_resnext50_32x4d | 2205.13 | 464.359 | 1024 | 224 | 4.26 | 14.4 | 25.03 |
swsl_resnext50_32x4d | 2204.8 | 464.429 | 1024 | 224 | 4.26 | 14.4 | 25.03 |
gluon_resnext50_32x4d | 2203.2 | 464.765 | 1024 | 224 | 4.26 | 14.4 | 25.03 |
resnext50_32x4d | 2199.44 | 465.561 | 1024 | 224 | 4.26 | 14.4 | 25.03 |
tv_resnext50_32x4d | 2198.23 | 465.818 | 1024 | 224 | 4.26 | 14.4 | 25.03 |
regnetx_040 | 2190.95 | 467.362 | 1024 | 224 | 3.99 | 12.2 | 22.12 |
cspresnext50 | 2182.4 | 469.194 | 1024 | 256 | 4.05 | 15.86 | 20.57 |
resnetblur50d | 2182.09 | 469.263 | 1024 | 224 | 5.4 | 12.82 | 25.58 |
regnetz_b16 | 2180.8 | 469.54 | 1024 | 288 | 2.39 | 16.43 | 9.72 |
ese_vovnet57b | 2171.57 | 471.535 | 1024 | 224 | 8.95 | 7.52 | 38.61 |
tf_efficientnet_lite3 | 2166.77 | 236.285 | 512 | 300 | 1.65 | 21.85 | 8.2 |
mobilevitv2_125 | 2151.63 | 356.926 | 768 | 256 | 2.86 | 20.1 | 7.48 |
efficientnet_cc_b0_8e | 2149.58 | 476.36 | 1024 | 224 | 0.42 | 9.42 | 24.01 |
semobilevit_s | 2143.19 | 358.331 | 768 | 256 | 2.03 | 19.95 | 5.74 |
twins_pcpvt_small | 2142.01 | 478.043 | 1024 | 224 | 3.83 | 18.08 | 24.11 |
nf_regnet_b3 | 2133.81 | 479.88 | 1024 | 320 | 2.05 | 14.61 | 18.59 |
tf_efficientnetv2_b3 | 2121.62 | 482.639 | 1024 | 300 | 3.04 | 15.74 | 14.36 |
seresnetaa50d | 2118.99 | 483.236 | 1024 | 224 | 5.4 | 12.46 | 28.11 |
efficientnetv2_rw_t | 2117.33 | 483.616 | 1024 | 288 | 3.19 | 16.42 | 13.65 |
gcresnext50ts | 2113.73 | 484.438 | 1024 | 256 | 3.75 | 15.46 | 15.67 |
edgenext_small | 2107.47 | 485.876 | 1024 | 320 | 1.97 | 14.16 | 5.59 |
resnext50d_32x4d | 2094.1 | 488.98 | 1024 | 224 | 4.5 | 15.2 | 25.05 |
dla60x | 2080.97 | 492.062 | 1024 | 224 | 3.54 | 13.8 | 17.35 |
res2net50_14w_8s | 2066.79 | 495.441 | 1024 | 224 | 4.21 | 13.28 | 25.06 |
gc_efficientnetv2_rw_t | 2061.37 | 496.743 | 1024 | 288 | 3.2 | 16.45 | 13.68 |
sehalonet33ts | 2057.14 | 373.322 | 768 | 256 | 3.55 | 14.7 | 13.69 |
gcresnet50t | 2055.89 | 498.068 | 1024 | 256 | 5.42 | 14.67 | 25.9 |
skresnet50 | 2048.81 | 499.79 | 1024 | 224 | 4.11 | 12.5 | 25.8 |
fbnetv3_g | 2047.87 | 500.019 | 1024 | 288 | 1.77 | 21.09 | 16.62 |
nf_ecaresnet50 | 2039.26 | 502.129 | 1024 | 224 | 4.21 | 11.13 | 25.56 |
nf_seresnet50 | 2037.45 | 502.576 | 1024 | 224 | 4.21 | 11.13 | 28.09 |
cs3darknet_focus_x | 2026.01 | 505.415 | 1024 | 256 | 8.03 | 10.69 | 35.02 |
dla60_res2net | 2015.55 | 508.035 | 1024 | 224 | 4.15 | 12.34 | 20.85 |
lambda_resnet26rpt_256 | 2015.24 | 190.536 | 384 | 256 | 3.16 | 11.87 | 10.99 |
seresnext50_32x4d | 2010.4 | 509.339 | 1024 | 224 | 4.26 | 14.42 | 27.56 |
legacy_seresnext50_32x4d | 2003.57 | 511.076 | 1024 | 224 | 4.26 | 14.42 | 27.56 |
repvgg_b1g4 | 2003.2 | 511.169 | 1024 | 224 | 8.15 | 10.64 | 39.97 |
gluon_seresnext50_32x4d | 2002.45 | 511.358 | 1024 | 224 | 4.26 | 14.42 | 27.56 |
densenet169 | 1987.41 | 515.228 | 1024 | 224 | 3.4 | 7.3 | 14.15 |
res2next50 | 1967.78 | 520.369 | 1024 | 224 | 4.2 | 13.71 | 24.67 |
vit_relpos_small_patch16_rpn_224 | 1966.99 | 520.579 | 1024 | 224 | 4.59 | 13.05 | 21.97 |
skresnet50d | 1957.14 | 523.201 | 1024 | 224 | 4.36 | 13.31 | 25.82 |
xcit_small_12_p16_224_dist | 1952.72 | 524.382 | 1024 | 224 | 4.82 | 12.58 | 26.25 |
crossvit_small_240 | 1952.54 | 524.431 | 1024 | 240 | 5.63 | 18.17 | 26.86 |
xcit_small_12_p16_224 | 1952.1 | 524.55 | 1024 | 224 | 4.82 | 12.58 | 26.25 |
cs3sedarknet_xdw | 1919.73 | 533.397 | 1024 | 256 | 5.97 | 17.18 | 21.6 |
swin_tiny_patch4_window7_224 | 1915.52 | 534.569 | 1024 | 224 | 4.51 | 17.06 | 28.29 |
vit_relpos_medium_patch16_cls_224 | 1909.56 | 536.236 | 1024 | 224 | 8.03 | 18.24 | 38.76 |
mixnet_xl | 1903.31 | 268.993 | 512 | 224 | 0.93 | 14.57 | 11.9 |
dla60_res2next | 1893.19 | 540.873 | 1024 | 224 | 3.49 | 13.17 | 17.03 |
xcit_nano_12_p8_224_dist | 1887.0 | 542.649 | 1024 | 224 | 2.16 | 15.71 | 3.05 |
xcit_nano_12_p8_224 | 1883.21 | 543.74 | 1024 | 224 | 2.16 | 15.71 | 3.05 |
cspdarknet53 | 1881.33 | 408.211 | 768 | 256 | 6.57 | 16.81 | 27.64 |
gmlp_s16_224 | 1873.82 | 546.464 | 1024 | 224 | 4.42 | 15.1 | 19.42 |
edgenext_small_rw | 1831.96 | 558.95 | 1024 | 320 | 2.46 | 14.85 | 7.83 |
ecaresnet26t | 1828.87 | 559.898 | 1024 | 320 | 5.24 | 16.44 | 16.01 |
vit_small_r26_s32_224 | 1825.94 | 560.792 | 1024 | 224 | 3.56 | 9.85 | 36.43 |
vgg13 | 1819.73 | 281.346 | 512 | 224 | 11.31 | 12.25 | 133.05 |
poolformer_s24 | 1804.4 | 567.487 | 1024 | 224 | 3.41 | 10.68 | 21.39 |
crossvit_15_240 | 1799.06 | 569.173 | 1024 | 240 | 5.81 | 19.77 | 27.53 |
vit_relpos_medium_patch16_224 | 1794.09 | 570.75 | 1024 | 224 | 7.97 | 17.02 | 38.75 |
vit_srelpos_medium_patch16_224 | 1787.05 | 573.0 | 1024 | 224 | 7.96 | 16.21 | 38.74 |
mobilevitv2_150 | 1774.77 | 288.477 | 512 | 256 | 4.09 | 24.11 | 10.59 |
mobilevitv2_150_in22ft1k | 1773.43 | 288.695 | 512 | 256 | 4.09 | 24.11 | 10.59 |
sebotnet33ts_256 | 1762.47 | 217.864 | 384 | 256 | 3.89 | 17.46 | 13.7 |
resmlp_24_224 | 1761.92 | 581.171 | 1024 | 224 | 5.96 | 10.91 | 30.02 |
efficientnet_b3 | 1761.71 | 290.615 | 512 | 320 | 2.01 | 26.52 | 12.23 |
efficientnet_b3a | 1761.71 | 290.614 | 512 | 320 | 2.01 | 26.52 | 12.23 |
resmlp_24_distilled_224 | 1760.69 | 581.576 | 1024 | 224 | 5.96 | 10.91 | 30.02 |
regnetx_064 | 1757.88 | 436.877 | 768 | 224 | 6.49 | 16.37 | 26.21 |
resnest50d | 1750.78 | 584.87 | 1024 | 224 | 5.4 | 14.36 | 27.48 |
gmixer_24_224 | 1741.35 | 588.036 | 1024 | 224 | 5.28 | 14.45 | 24.72 |
swin_s3_tiny_224 | 1737.42 | 589.369 | 1024 | 224 | 4.64 | 19.13 | 28.33 |
crossvit_15_dagger_240 | 1736.98 | 589.517 | 1024 | 240 | 6.13 | 20.43 | 28.21 |
vit_base_resnet50d_224 | 1722.65 | 594.42 | 1024 | 224 | 8.73 | 16.92 | 110.97 |
resnetv2_101 | 1717.18 | 596.314 | 1024 | 224 | 7.83 | 16.23 | 44.54 |
tf_efficientnet_b3_ap | 1706.97 | 299.935 | 512 | 300 | 1.87 | 23.83 | 12.23 |
tf_efficientnet_b3 | 1705.74 | 300.151 | 512 | 300 | 1.87 | 23.83 | 12.23 |
tf_efficientnet_b3_ns | 1705.51 | 300.191 | 512 | 300 | 1.87 | 23.83 | 12.23 |
lambda_resnet50ts | 1694.68 | 604.231 | 1024 | 256 | 5.07 | 17.48 | 21.54 |
dla102 | 1693.75 | 604.56 | 1024 | 224 | 7.19 | 14.18 | 33.27 |
darknetaa53 | 1689.16 | 454.651 | 768 | 288 | 10.08 | 15.68 | 36.02 |
gluon_resnet101_v1b | 1679.75 | 609.599 | 1024 | 224 | 7.83 | 16.23 | 44.55 |
tv_resnet101 | 1679.18 | 609.808 | 1024 | 224 | 7.83 | 16.23 | 44.55 |
resnet101 | 1676.67 | 610.719 | 1024 | 224 | 7.83 | 16.23 | 44.55 |
repvgg_b1 | 1663.53 | 615.546 | 1024 | 224 | 13.16 | 10.64 | 57.42 |
resnetv2_101d | 1653.14 | 619.414 | 1024 | 224 | 8.07 | 17.04 | 44.56 |
gluon_resnet101_v1c | 1649.02 | 620.96 | 1024 | 224 | 8.08 | 17.04 | 44.57 |
vgg13_bn | 1642.15 | 311.774 | 512 | 224 | 11.33 | 12.25 | 133.05 |
cait_xxs24_224 | 1641.65 | 623.749 | 1024 | 224 | 2.53 | 20.29 | 11.96 |
res2net50_26w_6s | 1639.34 | 624.627 | 1024 | 224 | 6.33 | 15.28 | 37.05 |
hrnet_w18 | 1631.65 | 627.569 | 1024 | 224 | 4.32 | 16.31 | 21.3 |
vit_large_patch32_224 | 1623.29 | 630.805 | 1024 | 224 | 15.39 | 13.3 | 306.54 |
wide_resnet50_2 | 1618.04 | 632.851 | 1024 | 224 | 11.43 | 14.4 | 68.88 |
gluon_resnet101_v1d | 1616.88 | 633.307 | 1024 | 224 | 8.08 | 17.04 | 44.57 |
xcit_tiny_12_p16_384_dist | 1614.06 | 634.414 | 1024 | 384 | 3.64 | 18.26 | 6.72 |
regnetv_040 | 1604.78 | 478.557 | 768 | 288 | 6.6 | 20.3 | 20.64 |
halonet50ts | 1600.56 | 639.764 | 1024 | 256 | 5.3 | 19.2 | 22.73 |
regnety_040 | 1597.66 | 480.688 | 768 | 288 | 6.61 | 20.3 | 20.65 |
darknet53 | 1585.01 | 484.528 | 768 | 288 | 11.78 | 15.68 | 41.61 |
efficientnet_cc_b1_8e | 1576.34 | 649.593 | 1024 | 240 | 0.75 | 15.44 | 39.72 |
coat_lite_small | 1576.03 | 649.72 | 1024 | 224 | 3.96 | 22.09 | 19.84 |
regnety_032 | 1576.03 | 649.722 | 1024 | 288 | 5.29 | 18.61 | 19.44 |
resnetv2_50x1_bit_distilled | 1575.9 | 649.775 | 1024 | 224 | 4.23 | 11.11 | 25.55 |
swinv2_cr_tiny_224 | 1574.62 | 650.304 | 1024 | 224 | 4.66 | 28.45 | 28.33 |
legacy_seresnet101 | 1569.43 | 652.454 | 1024 | 224 | 7.61 | 15.74 | 49.33 |
vit_base_patch32_384 | 1551.76 | 659.885 | 1024 | 384 | 13.06 | 16.5 | 88.3 |
ese_vovnet39b_evos | 1551.37 | 660.05 | 1024 | 224 | 7.07 | 6.74 | 24.58 |
swinv2_cr_tiny_ns_224 | 1546.02 | 662.33 | 1024 | 224 | 4.66 | 28.45 | 28.33 |
vit_tiny_patch16_384 | 1542.96 | 663.648 | 1024 | 384 | 4.7 | 25.39 | 5.79 |
lamhalobotnet50ts_256 | 1533.2 | 667.873 | 1024 | 256 | 5.02 | 18.44 | 22.57 |
tf_efficientnet_cc_b1_8e | 1527.24 | 670.479 | 1024 | 240 | 0.75 | 15.44 | 39.72 |
resnetaa101d | 1521.49 | 673.009 | 1024 | 224 | 9.12 | 17.56 | 44.57 |
densenet201 | 1515.85 | 675.514 | 1024 | 224 | 4.34 | 7.85 | 20.01 |
resnetaa50 | 1510.7 | 677.817 | 1024 | 288 | 8.52 | 19.24 | 25.56 |
mixer_l32_224 | 1508.54 | 678.791 | 1024 | 224 | 11.27 | 19.86 | 206.94 |
seresnet101 | 1502.48 | 681.526 | 1024 | 224 | 7.84 | 16.27 | 49.33 |
vit_base_r26_s32_224 | 1492.4 | 686.129 | 1024 | 224 | 6.81 | 12.36 | 101.38 |
gluon_resnet101_v1s | 1485.37 | 689.375 | 1024 | 224 | 9.19 | 18.64 | 44.67 |
twins_pcpvt_base | 1484.93 | 689.584 | 1024 | 224 | 6.68 | 25.25 | 43.83 |
mobilevitv2_175 | 1472.18 | 347.77 | 512 | 256 | 5.54 | 28.13 | 14.25 |
mobilevitv2_175_in22ft1k | 1472.06 | 347.8 | 512 | 256 | 5.54 | 28.13 | 14.25 |
nf_resnet101 | 1469.16 | 696.987 | 1024 | 224 | 8.01 | 16.23 | 44.55 |
resnest50d_4s2x40d | 1467.36 | 697.84 | 1024 | 224 | 4.4 | 17.94 | 30.42 |
vgg16 | 1464.57 | 349.576 | 512 | 224 | 15.47 | 13.56 | 138.36 |
resnetv2_50d_frn | 1463.93 | 699.474 | 1024 | 224 | 4.33 | 11.92 | 25.59 |
resnetblur101d | 1458.09 | 702.276 | 1024 | 224 | 9.12 | 17.94 | 44.57 |
ecaresnet101d | 1457.01 | 702.796 | 1024 | 224 | 8.08 | 17.07 | 44.57 |
sequencer2d_s | 1455.29 | 703.627 | 1024 | 224 | 4.96 | 11.31 | 27.65 |
nf_resnet50 | 1445.9 | 708.195 | 1024 | 288 | 6.88 | 18.37 | 25.56 |
convnext_small | 1445.85 | 708.22 | 1024 | 224 | 8.71 | 21.56 | 50.22 |
convnext_small_in22ft1k | 1443.98 | 709.135 | 1024 | 224 | 8.71 | 21.56 | 50.22 |
regnetz_c16 | 1437.42 | 356.181 | 512 | 320 | 3.92 | 25.88 | 13.46 |
tresnet_l | 1432.52 | 714.812 | 1024 | 224 | 10.88 | 11.9 | 55.99 |
cs3darknet_x | 1429.24 | 716.453 | 1024 | 288 | 10.6 | 14.36 | 35.05 |
dla102x | 1397.97 | 732.475 | 1024 | 224 | 5.89 | 19.42 | 26.31 |
ssl_resnext101_32x4d | 1392.96 | 735.11 | 1024 | 224 | 8.01 | 21.23 | 44.18 |
swsl_resnext101_32x4d | 1392.73 | 735.231 | 1024 | 224 | 8.01 | 21.23 | 44.18 |
resnext101_32x4d | 1390.48 | 736.423 | 1024 | 224 | 8.01 | 21.23 | 44.18 |
botnet50ts_256 | 1389.99 | 276.247 | 384 | 256 | 5.54 | 22.23 | 22.74 |
skresnext50_32x4d | 1389.9 | 736.732 | 1024 | 224 | 4.5 | 17.18 | 27.48 |
gluon_resnext101_32x4d | 1389.41 | 736.987 | 1024 | 224 | 8.01 | 21.23 | 44.18 |
nest_tiny | 1388.05 | 553.283 | 768 | 224 | 5.83 | 25.48 | 17.06 |
resnet50_gn | 1386.72 | 738.422 | 1024 | 224 | 4.14 | 11.11 | 25.56 |
resnetv2_50d_evob | 1383.3 | 740.244 | 1024 | 224 | 4.33 | 11.92 | 25.59 |
res2net50_26w_8s | 1373.33 | 745.622 | 1024 | 224 | 8.37 | 17.95 | 48.4 |
halo2botnet50ts_256 | 1372.33 | 559.619 | 768 | 256 | 5.02 | 21.78 | 22.64 |
regnetx_080 | 1370.56 | 747.125 | 1024 | 224 | 8.02 | 14.06 | 39.57 |
cs3sedarknet_x | 1368.84 | 748.067 | 1024 | 288 | 10.6 | 14.37 | 35.4 |
jx_nest_tiny | 1362.62 | 563.605 | 768 | 224 | 5.83 | 25.48 | 17.06 |
convit_small | 1355.18 | 755.603 | 1024 | 224 | 5.76 | 17.87 | 27.78 |
res2net101_26w_4s | 1353.43 | 756.586 | 1024 | 224 | 8.1 | 18.45 | 45.21 |
xception | 1340.72 | 572.814 | 768 | 299 | 8.4 | 35.83 | 22.86 |
mixer_b16_224_miil | 1340.03 | 764.147 | 1024 | 224 | 12.62 | 14.53 | 59.88 |
repvgg_b2g4 | 1335.06 | 766.992 | 1024 | 224 | 12.63 | 12.9 | 61.76 |
vgg16_bn | 1335.02 | 383.503 | 512 | 224 | 15.5 | 13.56 | 138.37 |
mixer_b16_224 | 1328.05 | 771.041 | 1024 | 224 | 12.62 | 14.53 | 59.88 |
twins_svt_base | 1307.2 | 783.34 | 1024 | 224 | 8.59 | 26.33 | 56.07 |
dpn92 | 1299.67 | 787.878 | 1024 | 224 | 6.54 | 18.21 | 37.67 |
cs3edgenet_x | 1289.05 | 794.37 | 1024 | 288 | 14.59 | 16.36 | 47.82 |
ese_vovnet99b_iabn | 1282.63 | 798.345 | 1024 | 224 | 16.49 | 11.27 | 63.2 |
crossvit_18_240 | 1272.74 | 804.553 | 1024 | 240 | 9.05 | 26.26 | 43.27 |
regnety_040s_gn | 1271.39 | 805.405 | 1024 | 224 | 4.03 | 12.29 | 20.65 |
eca_nfnet_l0 | 1271.38 | 805.411 | 1024 | 288 | 7.12 | 17.29 | 24.14 |
nfnet_l0 | 1269.37 | 806.681 | 1024 | 288 | 7.13 | 17.29 | 35.07 |
seresnext101_32x4d | 1268.1 | 807.494 | 1024 | 224 | 8.02 | 21.26 | 48.96 |
legacy_seresnext101_32x4d | 1267.59 | 807.817 | 1024 | 224 | 8.02 | 21.26 | 48.96 |
gluon_seresnext101_32x4d | 1265.67 | 809.045 | 1024 | 224 | 8.02 | 21.26 | 48.96 |
nf_ecaresnet101 | 1264.2 | 809.986 | 1024 | 224 | 8.01 | 16.27 | 44.55 |
vit_relpos_medium_patch16_rpn_224 | 1263.66 | 810.331 | 1024 | 224 | 7.97 | 17.02 | 38.73 |
nf_seresnet101 | 1261.42 | 811.77 | 1024 | 224 | 8.02 | 16.27 | 49.33 |
mobilevitv2_200 | 1256.15 | 305.684 | 384 | 256 | 7.22 | 32.15 | 18.45 |
mobilevitv2_200_in22ft1k | 1255.83 | 305.762 | 384 | 256 | 7.22 | 32.15 | 18.45 |
xception41p | 1254.65 | 408.071 | 512 | 299 | 9.25 | 39.86 | 26.91 |
resnet51q | 1254.6 | 816.185 | 1024 | 288 | 8.07 | 20.94 | 35.7 |
efficientnet_el | 1254.42 | 408.143 | 512 | 300 | 8.0 | 30.7 | 10.59 |
efficientnet_el_pruned | 1254.28 | 408.188 | 512 | 300 | 8.0 | 30.7 | 10.59 |
ese_vovnet99b | 1240.88 | 825.205 | 1024 | 224 | 16.51 | 11.27 | 63.2 |
xcit_tiny_12_p8_224_dist | 1237.16 | 827.688 | 1024 | 224 | 4.81 | 23.6 | 6.71 |
xcit_tiny_12_p8_224 | 1235.05 | 829.105 | 1024 | 224 | 4.81 | 23.6 | 6.71 |
crossvit_18_dagger_240 | 1235.02 | 829.126 | 1024 | 240 | 9.5 | 27.03 | 44.27 |
vgg19 | 1227.1 | 417.229 | 512 | 224 | 19.63 | 14.86 | 143.67 |
tf_efficientnet_el | 1226.94 | 417.286 | 512 | 300 | 8.0 | 30.7 | 10.59 |
poolformer_s36 | 1217.09 | 841.334 | 1024 | 224 | 5.0 | 15.82 | 30.86 |
hrnet_w32 | 1204.83 | 849.897 | 1024 | 224 | 8.97 | 22.02 | 41.23 |
hrnet_w30 | 1202.88 | 851.275 | 1024 | 224 | 8.15 | 21.21 | 37.71 |
resnetv2_152 | 1196.21 | 856.023 | 1024 | 224 | 11.55 | 22.56 | 60.19 |
nfnet_f0 | 1193.84 | 857.722 | 1024 | 256 | 12.62 | 18.05 | 71.49 |
swin_small_patch4_window7_224 | 1179.92 | 867.841 | 1024 | 224 | 8.77 | 27.47 | 49.61 |
resmlp_36_224 | 1179.88 | 867.87 | 1024 | 224 | 8.91 | 16.33 | 44.69 |
vit_small_resnet50d_s16_224 | 1179.15 | 868.406 | 1024 | 224 | 13.48 | 24.82 | 57.53 |
resmlp_36_distilled_224 | 1179.01 | 868.509 | 1024 | 224 | 8.91 | 16.33 | 44.69 |
efficientnet_lite4 | 1178.02 | 325.958 | 384 | 380 | 4.04 | 45.66 | 13.01 |
tv_resnet152 | 1172.68 | 873.198 | 1024 | 224 | 11.56 | 22.56 | 60.19 |
gluon_resnet152_v1b | 1172.67 | 873.208 | 1024 | 224 | 11.56 | 22.56 | 60.19 |
resnet152 | 1170.69 | 874.682 | 1024 | 224 | 11.56 | 22.56 | 60.19 |
mixnet_xxl | 1163.99 | 329.888 | 384 | 224 | 2.04 | 23.43 | 23.96 |
resnetv2_152d | 1163.57 | 880.032 | 1024 | 224 | 11.8 | 23.36 | 60.2 |
ecaresnet50t | 1162.34 | 880.97 | 1024 | 320 | 8.82 | 24.13 | 25.57 |
resnet61q | 1160.54 | 882.331 | 1024 | 288 | 9.87 | 21.52 | 36.85 |
vit_base_patch16_224_miil | 1154.75 | 886.763 | 1024 | 224 | 17.58 | 23.9 | 86.54 |
repvgg_b2 | 1154.25 | 887.146 | 1024 | 224 | 20.45 | 12.9 | 89.02 |
inception_v4 | 1153.57 | 887.661 | 1024 | 299 | 12.28 | 15.09 | 42.68 |
swinv2_tiny_window8_256 | 1152.79 | 888.266 | 1024 | 256 | 5.96 | 24.57 | 28.35 |
densenet161 | 1147.8 | 892.122 | 1024 | 224 | 7.79 | 11.06 | 28.68 |
gluon_resnet152_v1c | 1146.71 | 892.979 | 1024 | 224 | 11.8 | 23.36 | 60.21 |
gluon_resnet152_v1d | 1141.31 | 897.204 | 1024 | 224 | 11.8 | 23.36 | 60.21 |
sequencer2d_m | 1138.06 | 899.765 | 1024 | 224 | 6.55 | 14.26 | 38.31 |
vit_base_patch16_224_sam | 1132.42 | 904.242 | 1024 | 224 | 17.58 | 23.9 | 86.57 |
deit_base_patch16_224 | 1132.42 | 904.245 | 1024 | 224 | 17.58 | 23.9 | 86.57 |
vit_base_patch16_224 | 1132.21 | 904.413 | 1024 | 224 | 17.58 | 23.9 | 86.57 |
dla169 | 1130.13 | 906.071 | 1024 | 224 | 11.6 | 20.2 | 53.39 |
regnetx_120 | 1129.55 | 453.263 | 512 | 224 | 12.13 | 21.37 | 46.11 |
volo_d1_224 | 1126.62 | 908.904 | 1024 | 224 | 6.94 | 24.43 | 26.63 |
vgg19_bn | 1122.31 | 456.189 | 512 | 224 | 19.66 | 14.86 | 143.68 |
deit_base_distilled_patch16_224 | 1116.6 | 917.056 | 1024 | 224 | 17.68 | 24.05 | 87.34 |
xception41 | 1110.46 | 461.057 | 512 | 299 | 9.28 | 39.86 | 26.97 |
cait_xxs36_224 | 1104.66 | 926.97 | 1024 | 224 | 3.77 | 30.34 | 17.3 |
tf_efficientnet_lite4 | 1091.59 | 351.767 | 384 | 380 | 4.04 | 45.66 | 13.01 |
convmixer_1024_20_ks9_p14 | 1091.56 | 938.092 | 1024 | 224 | 5.55 | 5.51 | 24.38 |
deit3_base_patch16_224 | 1090.26 | 939.213 | 1024 | 224 | 17.58 | 23.9 | 86.59 |
deit3_base_patch16_224_in21ft1k | 1088.57 | 940.667 | 1024 | 224 | 17.58 | 23.9 | 86.59 |
legacy_seresnet152 | 1086.41 | 942.544 | 1024 | 224 | 11.33 | 22.08 | 66.82 |
tnt_s_patch16_224 | 1079.54 | 948.54 | 1024 | 224 | 5.24 | 24.37 | 23.76 |
regnety_120 | 1077.58 | 475.125 | 512 | 224 | 12.14 | 21.38 | 51.82 |
repvgg_b3g4 | 1077.28 | 950.524 | 1024 | 224 | 17.89 | 15.1 | 83.83 |
vit_relpos_base_patch16_clsgap_224 | 1077.01 | 950.767 | 1024 | 224 | 17.6 | 25.12 | 86.43 |
vit_relpos_base_patch16_cls_224 | 1076.19 | 951.489 | 1024 | 224 | 17.6 | 25.12 | 86.43 |
gluon_resnet152_v1s | 1074.28 | 953.181 | 1024 | 224 | 12.92 | 24.96 | 60.32 |
twins_pcpvt_large | 1061.77 | 964.416 | 1024 | 224 | 9.84 | 35.82 | 60.99 |
seresnet152 | 1047.32 | 977.721 | 1024 | 224 | 11.57 | 22.61 | 66.82 |
beit_base_patch16_224 | 1045.12 | 979.774 | 1024 | 224 | 17.58 | 23.9 | 86.53 |
xcit_small_24_p16_224_dist | 1038.39 | 986.125 | 1024 | 224 | 9.1 | 23.64 | 47.67 |
xcit_small_24_p16_224 | 1037.69 | 986.793 | 1024 | 224 | 9.1 | 23.64 | 47.67 |
coat_tiny | 1036.7 | 987.731 | 1024 | 224 | 4.35 | 27.2 | 5.5 |
dm_nfnet_f0 | 1035.11 | 989.253 | 1024 | 256 | 12.62 | 18.05 | 71.49 |
nf_regnet_b4 | 1027.0 | 997.065 | 1024 | 384 | 4.7 | 28.61 | 30.21 |
vit_relpos_base_patch16_224 | 1017.61 | 1006.263 | 1024 | 224 | 17.51 | 24.97 | 86.43 |
convnext_base_in22ft1k | 1006.85 | 1017.02 | 1024 | 224 | 15.38 | 28.75 | 88.59 |
convnext_base | 1006.73 | 1017.126 | 1024 | 224 | 15.38 | 28.75 | 88.59 |
pit_b_224 | 993.61 | 515.277 | 512 | 224 | 12.42 | 32.94 | 73.76 |
pit_b_distilled_224 | 985.16 | 519.696 | 512 | 224 | 12.5 | 33.07 | 74.79 |
tresnet_xl | 983.38 | 1041.292 | 1024 | 224 | 15.17 | 15.34 | 78.44 |
efficientnetv2_s | 976.0 | 1049.166 | 1024 | 384 | 8.44 | 35.77 | 21.46 |
dla102x2 | 973.1 | 526.138 | 512 | 224 | 9.34 | 29.91 | 41.28 |
cs3se_edgenet_x | 972.26 | 1053.196 | 1024 | 320 | 18.01 | 20.21 | 50.72 |
vit_small_patch16_36x1_224 | 972.14 | 1053.329 | 1024 | 224 | 13.71 | 35.69 | 64.67 |
swinv2_cr_small_224 | 966.28 | 1059.712 | 1024 | 224 | 9.07 | 50.27 | 49.7 |
swinv2_cr_small_ns_224 | 955.69 | 1071.465 | 1024 | 224 | 9.08 | 50.27 | 49.7 |
tf_efficientnetv2_s_in21ft1k | 955.24 | 1071.964 | 1024 | 384 | 8.44 | 35.77 | 21.46 |
tf_efficientnetv2_s | 955.13 | 1072.086 | 1024 | 384 | 8.44 | 35.77 | 21.46 |
vit_small_patch16_18x2_224 | 948.32 | 1079.793 | 1024 | 224 | 13.71 | 35.69 | 64.67 |
wide_resnet101_2 | 939.08 | 1090.412 | 1024 | 224 | 22.8 | 21.23 | 126.89 |
regnetx_160 | 936.53 | 546.684 | 512 | 224 | 15.99 | 25.52 | 54.28 |
regnety_080 | 933.52 | 548.447 | 512 | 288 | 13.22 | 29.69 | 39.18 |
regnetz_b16_evos | 933.51 | 822.691 | 768 | 288 | 2.36 | 16.43 | 9.74 |
efficientnetv2_rw_s | 931.24 | 1099.596 | 1024 | 384 | 8.72 | 38.03 | 23.94 |
resnetv2_50d_gn | 920.9 | 1111.946 | 1024 | 288 | 7.24 | 19.7 | 25.57 |
twins_svt_large | 918.22 | 1115.185 | 1024 | 224 | 15.15 | 35.1 | 99.27 |
efficientnet_b4 | 917.89 | 418.339 | 384 | 384 | 4.51 | 50.04 | 19.34 |
regnetz_040 | 913.72 | 420.249 | 384 | 320 | 6.35 | 37.78 | 27.12 |
xception65p | 910.71 | 562.184 | 512 | 299 | 13.91 | 52.48 | 39.82 |
regnetz_040h | 909.33 | 422.274 | 384 | 320 | 6.43 | 37.94 | 28.94 |
dpn98 | 906.73 | 1129.316 | 1024 | 224 | 11.73 | 25.2 | 61.57 |
repvgg_b3 | 901.67 | 1135.661 | 1024 | 224 | 29.16 | 15.1 | 123.09 |
resnetrs101 | 898.53 | 1139.62 | 1024 | 288 | 13.56 | 28.53 | 63.62 |
gluon_resnext101_64x4d | 887.37 | 1153.955 | 1024 | 224 | 15.52 | 31.21 | 83.46 |
nest_small | 885.28 | 867.51 | 768 | 224 | 10.35 | 40.04 | 38.35 |
poolformer_m36 | 879.83 | 1163.84 | 1024 | 224 | 8.8 | 22.02 | 56.17 |
regnetz_d8 | 877.84 | 1166.489 | 1024 | 320 | 6.19 | 37.08 | 23.37 |
jx_nest_small | 874.11 | 878.596 | 768 | 224 | 10.35 | 40.04 | 38.35 |
ssl_resnext101_32x8d | 874.01 | 1171.597 | 1024 | 224 | 16.48 | 31.21 | 88.79 |
swsl_resnext101_32x8d | 873.31 | 1172.532 | 1024 | 224 | 16.48 | 31.21 | 88.79 |
resnext101_32x8d | 873.01 | 1172.932 | 1024 | 224 | 16.48 | 31.21 | 88.79 |
ig_resnext101_32x8d | 872.81 | 1173.211 | 1024 | 224 | 16.48 | 31.21 | 88.79 |
regnetz_d32 | 869.58 | 1177.564 | 1024 | 320 | 9.33 | 37.08 | 27.58 |
inception_resnet_v2 | 868.78 | 1178.653 | 1024 | 299 | 13.18 | 25.06 | 55.84 |
ens_adv_inception_resnet_v2 | 868.32 | 1179.275 | 1024 | 299 | 13.18 | 25.06 | 55.84 |
xcit_tiny_24_p16_384_dist | 866.54 | 1181.7 | 1024 | 384 | 6.87 | 34.29 | 12.12 |
cait_s24_224 | 865.33 | 1183.354 | 1024 | 224 | 9.35 | 40.58 | 46.92 |
resnest101e | 858.93 | 894.122 | 768 | 256 | 13.38 | 28.66 | 48.28 |
tf_efficientnet_b4 | 858.91 | 447.067 | 384 | 380 | 4.49 | 49.49 | 19.34 |
tf_efficientnet_b4_ap | 858.7 | 447.171 | 384 | 380 | 4.49 | 49.49 | 19.34 |
tf_efficientnet_b4_ns | 858.52 | 447.267 | 384 | 380 | 4.49 | 49.49 | 19.34 |
swin_s3_small_224 | 853.54 | 899.766 | 768 | 224 | 9.43 | 37.84 | 49.74 |
regnetv_064 | 852.1 | 600.857 | 512 | 288 | 10.55 | 27.11 | 30.58 |
regnety_064 | 851.33 | 601.396 | 512 | 288 | 10.56 | 27.11 | 30.58 |
resnet200 | 847.44 | 1208.333 | 1024 | 224 | 15.07 | 32.19 | 64.67 |
gluon_seresnext101_64x4d | 834.87 | 1226.518 | 1024 | 224 | 15.53 | 31.25 | 88.23 |
coat_mini | 833.41 | 1228.669 | 1024 | 224 | 6.82 | 33.68 | 10.34 |
swin_base_patch4_window7_224 | 832.6 | 1229.869 | 1024 | 224 | 15.47 | 36.63 | 87.77 |
resnet101d | 816.8 | 1253.661 | 1024 | 320 | 16.48 | 34.77 | 44.57 |
gluon_xception65 | 816.5 | 627.052 | 512 | 299 | 13.96 | 52.48 | 39.92 |
xception65 | 811.16 | 631.185 | 512 | 299 | 13.96 | 52.48 | 39.92 |
resnetv2_50d_evos | 810.51 | 947.543 | 768 | 288 | 7.15 | 19.7 | 25.59 |
convnext_tiny_384_in22ft1k | 807.27 | 634.218 | 512 | 384 | 13.14 | 39.48 | 28.59 |
gmlp_b16_224 | 789.84 | 1296.449 | 1024 | 224 | 15.78 | 30.21 | 73.08 |
hrnet_w40 | 787.85 | 1299.728 | 1024 | 224 | 12.75 | 25.29 | 57.56 |
crossvit_base_240 | 787.17 | 975.639 | 768 | 240 | 21.22 | 36.33 | 105.03 |
hrnet_w44 | 771.15 | 1327.87 | 1024 | 224 | 14.94 | 26.92 | 67.06 |
swinv2_tiny_window16_256 | 763.4 | 670.672 | 512 | 256 | 6.68 | 39.02 | 28.35 |
mobilevitv2_150_384_in22ft1k | 757.55 | 337.918 | 256 | 384 | 9.2 | 54.25 | 10.59 |
xcit_medium_24_p16_224_dist | 748.7 | 1367.689 | 1024 | 224 | 16.13 | 31.71 | 84.4 |
xcit_medium_24_p16_224 | 748.18 | 1368.635 | 1024 | 224 | 16.13 | 31.71 | 84.4 |
tresnet_m_448 | 743.16 | 1377.885 | 1024 | 448 | 22.94 | 29.21 | 31.39 |
vit_large_r50_s32_224 | 742.19 | 1379.692 | 1024 | 224 | 19.58 | 24.41 | 328.99 |
hrnet_w48 | 738.63 | 1386.343 | 1024 | 224 | 17.34 | 28.56 | 77.47 |
vit_base_patch16_plus_240 | 738.11 | 1387.321 | 1024 | 240 | 27.41 | 33.08 | 117.56 |
sequencer2d_l | 736.17 | 1390.978 | 1024 | 224 | 9.74 | 22.12 | 54.3 |
xcit_small_12_p16_384_dist | 715.91 | 1430.327 | 1024 | 384 | 14.14 | 36.51 | 26.25 |
swinv2_small_window8_256 | 710.32 | 1441.594 | 1024 | 256 | 11.58 | 40.14 | 49.73 |
swin_s3_base_224 | 693.67 | 1476.198 | 1024 | 224 | 13.69 | 48.26 | 71.13 |
vit_small_patch16_384 | 692.4 | 1109.164 | 768 | 384 | 15.52 | 50.78 | 22.2 |
vit_relpos_base_patch16_plus_240 | 691.79 | 1480.194 | 1024 | 240 | 27.3 | 34.33 | 117.38 |
tnt_b_patch16_224 | 691.78 | 1480.223 | 1024 | 224 | 14.09 | 39.01 | 65.41 |
swinv2_cr_base_224 | 688.11 | 1488.125 | 1024 | 224 | 15.86 | 59.66 | 87.88 |
densenet264d_iabn | 687.57 | 1489.287 | 1024 | 224 | 13.47 | 14.0 | 72.74 |
convit_base | 685.88 | 1492.962 | 1024 | 224 | 17.52 | 31.77 | 86.54 |
swinv2_cr_base_ns_224 | 682.58 | 1500.17 | 1024 | 224 | 15.86 | 59.66 | 87.88 |
vit_base_patch16_rpn_224 | 667.73 | 1533.544 | 1024 | 224 | 17.49 | 23.75 | 86.54 |
densenet264 | 664.62 | 1540.716 | 1024 | 224 | 12.95 | 12.8 | 72.69 |
deit3_small_patch16_384 | 664.03 | 1156.564 | 768 | 384 | 15.52 | 50.78 | 22.21 |
poolformer_m48 | 663.83 | 1542.547 | 1024 | 224 | 11.59 | 29.17 | 73.47 |
deit3_small_patch16_384_in21ft1k | 663.62 | 1157.274 | 768 | 384 | 15.52 | 50.78 | 22.21 |
efficientnet_b3_gn | 662.87 | 386.187 | 256 | 320 | 2.14 | 28.83 | 11.73 |
dpn131 | 660.11 | 1551.238 | 1024 | 224 | 16.09 | 32.97 | 79.25 |
eca_nfnet_l1 | 655.87 | 1561.27 | 1024 | 320 | 14.92 | 34.42 | 41.41 |
vit_relpos_base_patch16_rpn_224 | 655.49 | 1562.186 | 1024 | 224 | 17.51 | 24.97 | 86.41 |
xcit_tiny_24_p8_224 | 650.45 | 1574.283 | 1024 | 224 | 9.21 | 45.39 | 12.11 |
xcit_tiny_24_p8_224_dist | 649.22 | 1577.262 | 1024 | 224 | 9.21 | 45.39 | 12.11 |
xcit_nano_12_p8_384_dist | 643.06 | 1592.369 | 1024 | 384 | 6.34 | 46.08 | 3.05 |
nest_base | 629.02 | 813.95 | 512 | 224 | 17.96 | 53.39 | 67.72 |
volo_d2_224 | 627.91 | 1630.781 | 1024 | 224 | 14.34 | 41.34 | 58.68 |
mobilevitv2_175_384_in22ft1k | 627.52 | 407.942 | 256 | 384 | 12.47 | 63.29 | 14.25 |
jx_nest_base | 621.88 | 823.3 | 512 | 224 | 17.96 | 53.39 | 67.72 |
vit_small_r26_s32_384 | 619.54 | 619.804 | 384 | 384 | 10.43 | 29.85 | 36.47 |
senet154 | 618.82 | 1654.743 | 1024 | 224 | 20.77 | 38.69 | 115.09 |
gluon_senet154 | 618.51 | 1655.586 | 1024 | 224 | 20.77 | 38.69 | 115.09 |
legacy_senet154 | 618.16 | 1656.503 | 1024 | 224 | 20.77 | 38.69 | 115.09 |
xception71 | 616.97 | 829.852 | 512 | 299 | 18.09 | 69.92 | 42.34 |
vit_base_r50_s16_224 | 613.11 | 1670.152 | 1024 | 224 | 21.66 | 35.29 | 98.66 |
hrnet_w64 | 609.7 | 1679.491 | 1024 | 224 | 28.97 | 35.09 | 128.06 |
regnety_320 | 607.61 | 842.637 | 512 | 224 | 32.34 | 30.26 | 145.05 |
dpn107 | 606.08 | 1689.539 | 1024 | 224 | 18.38 | 33.46 | 86.92 |
regnetz_c16_evos | 598.89 | 854.904 | 512 | 320 | 3.86 | 25.88 | 13.49 |
ecaresnet200d | 592.5 | 1728.248 | 1024 | 256 | 20.0 | 43.15 | 64.69 |
seresnet200d | 591.19 | 1732.085 | 1024 | 256 | 20.01 | 43.15 | 71.86 |
resnet152d | 576.9 | 1774.999 | 1024 | 320 | 24.08 | 47.67 | 60.21 |
convnext_large | 559.02 | 1831.761 | 1024 | 224 | 34.4 | 43.13 | 197.77 |
convnext_large_in22ft1k | 558.96 | 1831.941 | 1024 | 224 | 34.4 | 43.13 | 197.77 |
regnety_160 | 558.21 | 687.896 | 384 | 288 | 26.37 | 38.07 | 83.59 |
efficientnet_b3_g8_gn | 557.9 | 458.854 | 256 | 320 | 3.2 | 28.83 | 14.25 |
xcit_small_12_p8_224 | 546.6 | 1873.371 | 1024 | 224 | 18.69 | 47.21 | 26.21 |
xcit_small_12_p8_224_dist | 546.45 | 1873.905 | 1024 | 224 | 18.69 | 47.21 | 26.21 |
resnext101_64x4d | 541.68 | 1417.803 | 768 | 288 | 25.66 | 51.59 | 83.46 |
mobilevitv2_200_384_in22ft1k | 527.08 | 364.262 | 192 | 384 | 16.24 | 72.34 | 18.45 |
halonet_h1 | 518.76 | 493.471 | 256 | 256 | 3.0 | 51.17 | 8.1 |
vit_large_patch32_384 | 517.18 | 1979.967 | 1024 | 384 | 45.31 | 43.86 | 306.63 |
seresnet152d | 516.02 | 1984.399 | 1024 | 320 | 24.09 | 47.72 | 66.84 |
resnetrs152 | 512.78 | 1996.941 | 1024 | 320 | 24.34 | 48.14 | 86.62 |
swinv2_base_window8_256 | 507.32 | 1513.812 | 768 | 256 | 20.37 | 52.59 | 87.92 |
seresnext101_32x8d | 503.19 | 1526.235 | 768 | 288 | 27.24 | 51.63 | 93.57 |
convnext_small_384_in22ft1k | 494.64 | 1035.087 | 512 | 384 | 25.58 | 63.37 | 50.22 |
seresnext101d_32x8d | 494.43 | 1553.287 | 768 | 288 | 27.64 | 52.95 | 93.59 |
swin_large_patch4_window7_224 | 478.67 | 1604.435 | 768 | 224 | 34.53 | 54.94 | 196.53 |
swinv2_small_window16_256 | 476.38 | 1074.753 | 512 | 256 | 12.82 | 66.29 | 49.73 |
regnetz_e8 | 474.49 | 1618.577 | 768 | 320 | 15.46 | 63.94 | 57.7 |
regnetx_320 | 471.27 | 814.799 | 384 | 224 | 31.81 | 36.3 | 107.81 |
ssl_resnext101_32x16d | 471.02 | 1086.983 | 512 | 224 | 36.27 | 51.18 | 194.03 |
swsl_resnext101_32x16d | 470.83 | 1087.428 | 512 | 224 | 36.27 | 51.18 | 194.03 |
ig_resnext101_32x16d | 470.74 | 1087.624 | 512 | 224 | 36.27 | 51.18 | 194.03 |
mixer_l16_224 | 470.73 | 2175.315 | 1024 | 224 | 44.6 | 41.69 | 208.2 |
seresnextaa101d_32x8d | 463.39 | 1657.351 | 768 | 288 | 28.51 | 56.44 | 93.59 |
seresnet269d | 463.29 | 2210.273 | 1024 | 256 | 26.59 | 53.6 | 113.67 |
nf_regnet_b5 | 450.96 | 1135.344 | 512 | 456 | 11.7 | 61.95 | 49.74 |
efficientnetv2_m | 449.82 | 2276.453 | 1024 | 416 | 18.6 | 67.5 | 54.14 |
volo_d3_224 | 439.99 | 2327.294 | 1024 | 224 | 20.78 | 60.09 | 86.33 |
efficientnet_b5 | 425.78 | 601.238 | 256 | 456 | 10.46 | 98.86 | 30.39 |
xcit_large_24_p16_224_dist | 423.07 | 2420.403 | 1024 | 224 | 35.86 | 47.27 | 189.1 |
xcit_large_24_p16_224 | 422.98 | 2420.908 | 1024 | 224 | 35.86 | 47.27 | 189.1 |
xcit_tiny_12_p8_384_dist | 419.35 | 2441.847 | 1024 | 384 | 14.13 | 69.14 | 6.71 |
resnet200d | 417.0 | 2455.593 | 1024 | 320 | 31.25 | 67.33 | 64.69 |
efficientnetv2_rw_m | 411.82 | 1864.879 | 768 | 416 | 21.49 | 79.62 | 53.24 |
tf_efficientnet_b5_ns | 408.16 | 627.186 | 256 | 456 | 10.46 | 98.86 | 30.39 |
swinv2_cr_tiny_384 | 408.1 | 627.286 | 256 | 384 | 15.34 | 161.01 | 28.33 |
tf_efficientnet_b5 | 407.78 | 627.773 | 256 | 456 | 10.46 | 98.86 | 30.39 |
tf_efficientnet_b5_ap | 407.68 | 627.936 | 256 | 456 | 10.46 | 98.86 | 30.39 |
swinv2_cr_large_224 | 405.25 | 1895.127 | 768 | 224 | 35.1 | 78.42 | 196.68 |
resnetv2_50x1_bitm | 401.93 | 955.37 | 384 | 448 | 16.62 | 44.46 | 25.55 |
nfnet_f1 | 399.69 | 2561.946 | 1024 | 320 | 35.97 | 46.77 | 132.63 |
xcit_small_24_p16_384_dist | 382.57 | 2676.633 | 1024 | 384 | 26.72 | 68.58 | 47.67 |
regnetz_d8_evos | 376.87 | 2037.797 | 768 | 320 | 7.03 | 38.92 | 23.46 |
tresnet_l_448 | 371.52 | 2756.242 | 1024 | 448 | 43.5 | 47.56 | 55.99 |
vit_large_patch16_224 | 369.7 | 2769.802 | 1024 | 224 | 61.6 | 63.52 | 304.33 |
resnetrs200 | 368.58 | 2778.22 | 1024 | 320 | 31.51 | 67.81 | 93.21 |
convnext_xlarge_in22ft1k | 368.02 | 1391.221 | 512 | 224 | 60.98 | 57.5 | 350.2 |
crossvit_15_dagger_408 | 366.37 | 698.731 | 256 | 408 | 21.45 | 95.05 | 28.5 |
vit_base_patch16_18x2_224 | 361.96 | 2829.064 | 1024 | 224 | 52.51 | 71.38 | 256.73 |
deit3_large_patch16_224 | 358.07 | 2859.733 | 1024 | 224 | 61.6 | 63.52 | 304.37 |
deit3_large_patch16_224_in21ft1k | 357.9 | 2861.143 | 1024 | 224 | 61.6 | 63.52 | 304.37 |
dm_nfnet_f1 | 357.87 | 2146.026 | 768 | 320 | 35.97 | 46.77 | 132.63 |
tf_efficientnetv2_m | 350.54 | 2190.896 | 768 | 480 | 24.76 | 89.84 | 54.14 |
tf_efficientnetv2_m_in21ft1k | 350.14 | 2193.372 | 768 | 480 | 24.76 | 89.84 | 54.14 |
swinv2_base_window16_256 | 345.6 | 1111.087 | 384 | 256 | 22.02 | 84.71 | 87.92 |
swinv2_base_window12to16_192to256_22kft1k | 345.47 | 1111.525 | 384 | 256 | 22.02 | 84.71 | 87.92 |
convnext_base_384_in22ft1k | 344.56 | 1485.926 | 512 | 384 | 45.21 | 84.49 | 88.59 |
beit_large_patch16_224 | 342.32 | 2991.347 | 1024 | 224 | 61.6 | 63.52 | 304.43 |
eca_nfnet_l2 | 322.02 | 2384.947 | 768 | 384 | 30.05 | 68.28 | 56.72 |
volo_d1_384 | 293.04 | 1747.159 | 512 | 384 | 22.75 | 108.55 | 26.78 |
convmixer_768_32 | 292.83 | 3496.872 | 1024 | 224 | 19.55 | 25.95 | 21.11 |
resnetv2_152x2_bit_teacher | 291.46 | 2634.992 | 768 | 224 | 46.95 | 45.11 | 236.34 |
deit_base_patch16_384 | 288.65 | 1330.327 | 384 | 384 | 55.54 | 101.56 | 86.86 |
vit_base_patch16_384 | 288.47 | 1331.141 | 384 | 384 | 55.54 | 101.56 | 86.86 |
resnest200e | 288.19 | 1776.58 | 512 | 320 | 35.69 | 82.78 | 70.2 |
xcit_small_24_p8_224 | 286.12 | 3578.848 | 1024 | 224 | 35.81 | 90.78 | 47.63 |
xcit_small_24_p8_224_dist | 286.06 | 3579.677 | 1024 | 224 | 35.81 | 90.78 | 47.63 |
deit_base_distilled_patch16_384 | 284.56 | 1349.413 | 384 | 384 | 55.65 | 101.82 | 87.63 |
volo_d4_224 | 282.61 | 3623.333 | 1024 | 224 | 44.34 | 80.22 | 192.96 |
deit3_base_patch16_384 | 277.81 | 1382.217 | 384 | 384 | 55.54 | 101.56 | 86.88 |
deit3_base_patch16_384_in21ft1k | 277.78 | 1382.367 | 384 | 384 | 55.54 | 101.56 | 86.88 |
tresnet_xl_448 | 277.15 | 2771.052 | 768 | 448 | 60.65 | 61.31 | 78.44 |
nasnetalarge | 276.88 | 1386.877 | 384 | 331 | 23.89 | 90.56 | 88.75 |
vit_large_patch14_224 | 271.51 | 3771.489 | 1024 | 224 | 81.08 | 88.79 | 304.2 |
cait_xxs24_384 | 269.82 | 3795.14 | 1024 | 384 | 9.63 | 122.66 | 12.03 |
crossvit_18_dagger_408 | 269.4 | 950.247 | 256 | 408 | 32.47 | 124.87 | 44.61 |
xcit_medium_24_p16_384_dist | 269.2 | 2852.889 | 768 | 384 | 47.39 | 91.64 | 84.4 |
pnasnet5large | 264.84 | 1449.925 | 384 | 331 | 25.04 | 92.89 | 86.06 |
resnetv2_101x1_bitm | 252.59 | 1520.226 | 384 | 448 | 31.65 | 64.93 | 44.54 |
efficientnet_b6 | 252.26 | 507.392 | 128 | 528 | 19.4 | 167.39 | 43.04 |
swinv2_cr_small_384 | 250.03 | 1023.876 | 256 | 384 | 29.7 | 298.03 | 49.7 |
beit_base_patch16_384 | 247.68 | 1550.363 | 384 | 384 | 55.54 | 101.56 | 86.74 |
vit_large_r50_s32_384 | 246.17 | 1559.866 | 384 | 384 | 57.43 | 76.52 | 329.09 |
tf_efficientnet_b6_ns | 242.42 | 527.986 | 128 | 528 | 19.4 | 167.39 | 43.04 |
tf_efficientnet_b6 | 242.34 | 528.179 | 128 | 528 | 19.4 | 167.39 | 43.04 |
tf_efficientnet_b6_ap | 242.3 | 528.255 | 128 | 528 | 19.4 | 167.39 | 43.04 |
ecaresnet269d | 241.69 | 4236.816 | 1024 | 352 | 50.25 | 101.25 | 102.09 |
resnetrs270 | 234.11 | 4373.986 | 1024 | 352 | 51.13 | 105.48 | 129.86 |
nfnet_f2 | 224.73 | 4556.614 | 1024 | 352 | 63.22 | 79.06 | 193.78 |
swin_base_patch4_window12_384 | 220.36 | 871.278 | 192 | 384 | 47.19 | 134.78 | 87.9 |
xcit_tiny_24_p8_384_dist | 219.9 | 4656.678 | 1024 | 384 | 27.05 | 132.95 | 12.11 |
resmlp_big_24_224 | 218.18 | 4693.363 | 1024 | 224 | 100.23 | 87.31 | 129.14 |
resmlp_big_24_224_in22ft1k | 217.68 | 4704.164 | 1024 | 224 | 100.23 | 87.31 | 129.14 |
resmlp_big_24_distilled_224 | 217.65 | 4704.831 | 1024 | 224 | 100.23 | 87.31 | 129.14 |
swinv2_large_window12to16_192to256_22kft1k | 211.96 | 1207.756 | 256 | 256 | 47.81 | 121.53 | 196.74 |
efficientnetv2_l | 206.63 | 2477.808 | 512 | 480 | 56.4 | 157.99 | 118.52 |
tf_efficientnetv2_l | 204.52 | 2503.355 | 512 | 480 | 56.4 | 157.99 | 118.52 |
tf_efficientnetv2_l_in21ft1k | 204.48 | 2503.917 | 512 | 480 | 56.4 | 157.99 | 118.52 |
ig_resnext101_32x32d | 202.59 | 1263.594 | 256 | 224 | 87.29 | 91.12 | 468.53 |
xcit_medium_24_p8_224 | 202.12 | 5066.293 | 1024 | 224 | 63.53 | 121.23 | 84.32 |
xcit_medium_24_p8_224_dist | 201.88 | 5072.196 | 1024 | 224 | 63.53 | 121.23 | 84.32 |
dm_nfnet_f2 | 200.18 | 3836.576 | 768 | 352 | 63.22 | 79.06 | 193.78 |
convnext_large_384_in22ft1k | 190.55 | 1343.472 | 256 | 384 | 101.1 | 126.74 | 197.77 |
vit_base_patch8_224 | 188.25 | 1359.85 | 256 | 224 | 78.22 | 161.69 | 86.58 |
volo_d5_224 | 187.56 | 5459.662 | 1024 | 224 | 72.4 | 118.11 | 295.46 |
cait_xs24_384 | 186.33 | 4121.716 | 768 | 384 | 19.28 | 183.98 | 26.67 |
xcit_small_12_p8_384_dist | 183.57 | 2091.823 | 384 | 384 | 54.92 | 138.29 | 26.21 |
eca_nfnet_l3 | 182.91 | 2799.141 | 512 | 448 | 52.55 | 118.4 | 72.04 |
cait_xxs36_384 | 180.41 | 5675.791 | 1024 | 384 | 14.35 | 183.7 | 17.37 |
swinv2_cr_base_384 | 178.38 | 1435.085 | 256 | 384 | 50.57 | 333.68 | 87.88 |
vit_base_resnet50_384 | 177.85 | 2159.087 | 384 | 384 | 67.43 | 135.03 | 98.95 |
vit_base_r50_s16_384 | 177.6 | 2162.196 | 384 | 384 | 67.43 | 135.03 | 98.95 |
swinv2_cr_huge_224 | 175.47 | 2188.347 | 384 | 224 | 115.97 | 121.08 | 657.83 |
convmixer_1536_20 | 167.1 | 6128.044 | 1024 | 224 | 48.68 | 33.03 | 51.63 |
volo_d2_384 | 164.75 | 1553.889 | 256 | 384 | 46.17 | 184.51 | 58.87 |
resnetrs350 | 156.77 | 4898.75 | 768 | 384 | 77.59 | 154.74 | 163.96 |
xcit_large_24_p16_384_dist | 154.33 | 3317.602 | 512 | 384 | 105.35 | 137.17 | 189.1 |
vit_huge_patch14_224 | 146.32 | 6998.359 | 1024 | 224 | 167.4 | 139.41 | 632.05 |
efficientnet_b7 | 145.11 | 661.558 | 96 | 600 | 38.33 | 289.94 | 66.35 |
cait_s24_384 | 144.99 | 3531.336 | 512 | 384 | 32.17 | 245.31 | 47.06 |
deit3_huge_patch14_224 | 142.26 | 7197.843 | 1024 | 224 | 167.4 | 139.41 | 632.13 |
deit3_huge_patch14_224_in21ft1k | 142.17 | 7202.758 | 1024 | 224 | 167.4 | 139.41 | 632.13 |
tf_efficientnet_b7_ns | 140.64 | 682.566 | 96 | 600 | 38.33 | 289.94 | 66.35 |
tf_efficientnet_b7_ap | 140.61 | 682.704 | 96 | 600 | 38.33 | 289.94 | 66.35 |
tf_efficientnet_b7 | 140.6 | 682.756 | 96 | 600 | 38.33 | 289.94 | 66.35 |
efficientnetv2_xl | 139.56 | 2751.573 | 384 | 512 | 93.85 | 247.32 | 208.12 |
tf_efficientnetv2_xl_in21ft1k | 138.42 | 2774.117 | 384 | 512 | 93.85 | 247.32 | 208.12 |
resnest269e | 135.65 | 2830.833 | 384 | 416 | 77.69 | 171.98 | 110.93 |
swin_large_patch4_window12_384 | 130.35 | 981.936 | 128 | 384 | 104.08 | 202.16 | 196.74 |
convnext_xlarge_384_in22ft1k | 125.25 | 1532.9 | 192 | 384 | 179.2 | 168.99 | 350.2 |
nfnet_f3 | 124.74 | 4104.555 | 512 | 416 | 115.58 | 141.78 | 254.92 |
ig_resnext101_32x48d | 118.28 | 1623.193 | 192 | 224 | 153.57 | 131.06 | 828.41 |
xcit_large_24_p8_224 | 115.22 | 4443.765 | 512 | 224 | 141.23 | 181.56 | 188.93 |
xcit_large_24_p8_224_dist | 115.18 | 4445.056 | 512 | 224 | 141.23 | 181.56 | 188.93 |
resnetrs420 | 112.12 | 6849.78 | 768 | 416 | 108.45 | 213.79 | 191.89 |
dm_nfnet_f3 | 110.18 | 4647.097 | 512 | 416 | 115.58 | 141.78 | 254.92 |
swinv2_cr_large_384 | 108.04 | 1184.75 | 128 | 384 | 108.95 | 404.96 | 196.68 |
resnetv2_50x3_bitm | 102.09 | 1253.798 | 128 | 448 | 145.7 | 133.37 | 217.32 |
resnetv2_152x2_bit_teacher_384 | 98.91 | 2588.163 | 256 | 384 | 136.16 | 132.56 | 236.34 |
vit_large_patch16_384 | 97.45 | 2626.88 | 256 | 384 | 191.21 | 270.24 | 304.72 |
cait_s36_384 | 97.05 | 5275.469 | 512 | 384 | 47.99 | 367.4 | 68.37 |
xcit_small_24_p8_384_dist | 96.34 | 3985.916 | 384 | 384 | 105.24 | 265.91 | 47.63 |
vit_giant_patch14_224 | 95.73 | 8022.929 | 768 | 224 | 267.18 | 192.64 | 1012.61 |
deit3_large_patch16_384 | 94.64 | 2704.996 | 256 | 384 | 191.21 | 270.24 | 304.76 |
deit3_large_patch16_384_in21ft1k | 94.52 | 2708.314 | 256 | 384 | 191.21 | 270.24 | 304.76 |
swinv2_base_window12to24_192to384_22kft1k | 94.37 | 678.174 | 64 | 384 | 55.25 | 280.36 | 87.92 |
efficientnet_b8 | 91.29 | 1051.594 | 96 | 672 | 63.48 | 442.89 | 87.41 |
tf_efficientnet_b8 | 88.95 | 1079.277 | 96 | 672 | 63.48 | 442.89 | 87.41 |
tf_efficientnet_b8_ap | 88.84 | 1080.533 | 96 | 672 | 63.48 | 442.89 | 87.41 |
beit_large_patch16_384 | 84.67 | 3023.634 | 256 | 384 | 191.21 | 270.24 | 305.0 |
resnetv2_152x2_bitm | 73.09 | 2626.956 | 192 | 448 | 184.99 | 180.43 | 236.34 |
volo_d3_448 | 72.41 | 2651.496 | 192 | 448 | 96.33 | 446.83 | 86.63 |
nfnet_f4 | 69.91 | 5493.031 | 384 | 512 | 216.26 | 262.26 | 316.07 |
xcit_medium_24_p8_384_dist | 67.93 | 3768.466 | 256 | 384 | 186.67 | 354.73 | 84.32 |
dm_nfnet_f4 | 62.55 | 4092.528 | 256 | 512 | 216.26 | 262.26 | 316.07 |
resnetv2_101x3_bitm | 61.05 | 2096.759 | 128 | 448 | 280.33 | 194.78 | 387.93 |
swinv2_large_window12to24_192to384_22kft1k | 59.71 | 803.821 | 48 | 384 | 116.15 | 407.83 | 196.74 |
vit_gigantic_patch14_224 | 57.59 | 8890.782 | 512 | 224 | 483.95 | 275.37 | 1844.44 |
tf_efficientnet_l2_ns_475 | 56.35 | 1135.833 | 64 | 475 | 172.11 | 609.89 | 480.31 |
volo_d4_448 | 52.92 | 2418.622 | 128 | 448 | 197.13 | 527.35 | 193.41 |
swinv2_cr_giant_224 | 50.53 | 2532.906 | 128 | 224 | 483.85 | 309.15 | 2598.76 |
nfnet_f5 | 49.64 | 5157.064 | 256 | 544 | 290.97 | 349.71 | 377.21 |
swinv2_cr_huge_384 | 47.06 | 1360.056 | 64 | 384 | 352.04 | 583.18 | 657.94 |
dm_nfnet_f5 | 44.17 | 5795.363 | 256 | 544 | 290.97 | 349.71 | 377.21 |
xcit_large_24_p8_384_dist | 38.64 | 4968.379 | 192 | 384 | 415.0 | 531.82 | 188.93 |
nfnet_f6 | 37.99 | 6738.223 | 256 | 576 | 378.69 | 452.2 | 438.36 |
volo_d5_448 | 36.49 | 3507.831 | 128 | 448 | 315.06 | 737.92 | 295.91 |
beit_large_patch16_512 | 33.88 | 2833.282 | 96 | 512 | 362.24 | 656.39 | 305.67 |
dm_nfnet_f6 | 33.83 | 7567.962 | 256 | 576 | 378.69 | 452.2 | 438.36 |
cait_m36_384 | 31.72 | 8071.786 | 256 | 384 | 173.11 | 734.81 | 271.22 |
nfnet_f7 | 30.38 | 8426.213 | 256 | 608 | 480.39 | 570.85 | 499.5 |
volo_d5_512 | 25.58 | 3752.221 | 96 | 512 | 425.09 | 1105.37 | 296.09 |
resnetv2_152x4_bitm | 22.67 | 4234.474 | 96 | 480 | 844.84 | 414.26 | 936.53 |
efficientnet_l2 | 20.51 | 1169.975 | 24 | 800 | 479.12 | 1707.39 | 480.31 |
tf_efficientnet_l2_ns | 20.15 | 1191.261 | 24 | 800 | 479.12 | 1707.39 | 480.31 |
swinv2_cr_giant_384 | 14.62 | 2188.205 | 32 | 384 | 1450.71 | 1394.86 | 2598.76 |
cait_m48_448 | 13.47 | 9503.031 | 128 | 448 | 329.41 | 1708.23 | 356.46 |
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