ImagenetTraining-imagenet-1k-random-20.0-frac-1over2
/
pytorch-image-models
/results
/benchmark-infer-amp-nchw-pt240-cu124-rtx3090.csv
| model,infer_img_size,infer_samples_per_sec,infer_step_time,infer_batch_size,param_count,infer_gmacs,infer_macts | |
| test_vit,160,109337.21,9.356,1024,0.37,0.04,0.48 | |
| test_byobnet,160,82185.02,12.45,1024,0.46,0.03,0.43 | |
| test_efficientnet,160,76411.59,13.392,1024,0.36,0.06,0.55 | |
| tinynet_e,106,53275.73,19.211,1024,2.04,0.03,0.69 | |
| mobilenetv3_small_050,224,47496.52,21.55,1024,1.59,0.03,0.92 | |
| lcnet_035,224,42719.32,23.961,1024,1.64,0.03,1.04 | |
| lcnet_050,224,38393.43,26.662,1024,1.88,0.05,1.26 | |
| mobilenetv3_small_075,224,34935.91,29.301,1024,2.04,0.05,1.3 | |
| efficientvit_m0,224,32556.1,31.443,1024,2.35,0.08,0.91 | |
| mobilenetv3_small_100,224,31410.96,32.59,1024,2.54,0.06,1.42 | |
| tf_mobilenetv3_small_minimal_100,224,29476.16,34.73,1024,2.04,0.06,1.41 | |
| tinynet_d,152,29431.12,34.783,1024,2.34,0.05,1.42 | |
| tf_mobilenetv3_small_075,224,28685.83,35.688,1024,2.04,0.05,1.3 | |
| tf_mobilenetv3_small_100,224,26229.43,39.03,1024,2.54,0.06,1.42 | |
| efficientvit_m1,224,25342.72,40.397,1024,2.98,0.17,1.33 | |
| lcnet_075,224,24815.53,41.255,1024,2.36,0.1,1.99 | |
| efficientvit_m2,224,22234.8,46.044,1024,4.19,0.2,1.47 | |
| mobilenetv4_conv_small,224,21980.64,46.577,1024,3.77,0.19,1.97 | |
| mnasnet_small,224,21439.71,47.752,1024,2.03,0.07,2.16 | |
| levit_128s,224,21017.47,48.711,1024,7.78,0.31,1.88 | |
| lcnet_100,224,20320.08,50.384,1024,2.95,0.16,2.52 | |
| mobilenetv4_conv_small,256,19758.75,51.816,1024,3.77,0.25,2.57 | |
| regnetx_002,224,19130.47,53.516,1024,2.68,0.2,2.16 | |
| efficientvit_m3,224,19121.62,53.542,1024,6.9,0.27,1.62 | |
| mobilenetv2_035,224,19047.74,53.75,1024,1.68,0.07,2.86 | |
| resnet10t,176,19017.0,53.837,1024,5.44,0.7,1.51 | |
| ghostnet_050,224,18326.71,55.865,1024,2.59,0.05,1.77 | |
| levit_conv_128s,224,17825.2,57.436,1024,7.78,0.31,1.88 | |
| regnety_002,224,17806.29,57.495,1024,3.16,0.2,2.17 | |
| efficientvit_m4,224,17783.18,57.573,1024,8.8,0.3,1.7 | |
| resnet18,160,17690.73,57.874,1024,11.69,0.93,1.27 | |
| repghostnet_050,224,17490.98,58.535,1024,2.31,0.05,2.02 | |
| efficientvit_b0,224,16914.4,60.53,1024,3.41,0.1,2.87 | |
| mnasnet_050,224,16594.59,61.697,1024,2.22,0.11,3.07 | |
| vit_tiny_r_s16_p8_224,224,16372.59,62.534,1024,6.34,0.44,2.06 | |
| tinynet_c,184,15537.22,65.896,1024,2.46,0.11,2.87 | |
| mobilenetv2_050,224,15294.16,66.944,1024,1.97,0.1,3.64 | |
| pit_ti_224,224,14941.65,68.524,1024,4.85,0.7,6.19 | |
| pit_ti_distilled_224,224,14919.02,68.627,1024,5.1,0.71,6.23 | |
| semnasnet_050,224,14881.16,68.802,1024,2.08,0.11,3.44 | |
| levit_128,224,14392.72,71.137,1024,9.21,0.41,2.71 | |
| repghostnet_058,224,13974.19,73.268,1024,2.55,0.07,2.59 | |
| vit_small_patch32_224,224,13132.7,77.963,1024,22.88,1.15,2.5 | |
| lcnet_150,224,13019.52,78.641,1024,4.5,0.34,3.79 | |
| cs3darknet_focus_s,256,12823.07,79.845,1024,3.27,0.69,2.7 | |
| regnetx_004,224,12790.25,80.052,1024,5.16,0.4,3.14 | |
| levit_conv_128,224,12771.21,80.17,1024,9.21,0.41,2.71 | |
| mobilenetv3_large_075,224,12600.27,81.258,1024,3.99,0.16,4.0 | |
| cs3darknet_s,256,12496.47,81.932,1024,3.28,0.72,2.97 | |
| regnetx_004_tv,224,12440.42,82.303,1024,5.5,0.42,3.17 | |
| efficientvit_m5,224,12202.57,83.907,1024,12.47,0.53,2.41 | |
| levit_192,224,12163.42,84.177,1024,10.95,0.66,3.2 | |
| resnet10t,224,12120.7,84.474,1024,5.44,1.1,2.43 | |
| gernet_s,224,11872.38,86.241,1024,8.17,0.75,2.65 | |
| ese_vovnet19b_slim_dw,224,11765.52,87.024,1024,1.9,0.4,5.28 | |
| hardcorenas_a,224,11423.94,89.627,1024,5.26,0.23,4.38 | |
| repghostnet_080,224,11343.56,90.261,1024,3.28,0.1,3.22 | |
| mobilenetv3_rw,224,11309.87,90.531,1024,5.48,0.23,4.41 | |
| mobilenetv3_large_100,224,11135.72,91.947,1024,5.48,0.23,4.41 | |
| tf_mobilenetv3_large_075,224,10970.94,93.328,1024,3.99,0.16,4.0 | |
| mixer_s32_224,224,10941.26,93.581,1024,19.1,1.0,2.28 | |
| mnasnet_075,224,10916.2,93.796,1024,3.17,0.23,4.77 | |
| levit_conv_192,224,10869.06,94.202,1024,10.95,0.66,3.2 | |
| mobilenetv1_100,224,10802.87,94.78,1024,4.23,0.58,5.04 | |
| tf_mobilenetv3_large_minimal_100,224,10586.88,96.713,1024,3.92,0.22,4.4 | |
| resnet14t,176,10568.07,96.886,1024,10.08,1.07,3.61 | |
| mobilenetv1_100h,224,10512.64,97.397,1024,5.28,0.63,5.09 | |
| hardcorenas_b,224,10474.56,97.751,1024,5.18,0.26,5.09 | |
| resnet34,160,10402.15,98.431,1024,21.8,1.87,1.91 | |
| hardcorenas_c,224,10270.04,99.697,1024,5.52,0.28,5.01 | |
| nf_regnet_b0,192,10246.95,99.922,1024,8.76,0.37,3.15 | |
| deit_tiny_patch16_224,224,10236.41,100.025,1024,5.72,1.26,5.97 | |
| vit_tiny_patch16_224,224,10231.54,100.072,1024,5.72,1.26,5.97 | |
| regnety_004,224,10230.97,100.079,1024,4.34,0.41,3.89 | |
| deit_tiny_distilled_patch16_224,224,10185.75,100.523,1024,5.91,1.27,6.01 | |
| regnetx_006,224,10150.71,100.87,1024,6.2,0.61,3.98 | |
| tinynet_b,188,9883.52,103.596,1024,3.73,0.21,4.44 | |
| ghostnet_100,224,9881.78,103.616,1024,5.18,0.15,3.55 | |
| tf_mobilenetv3_large_100,224,9800.29,104.477,1024,5.48,0.23,4.41 | |
| mnasnet_100,224,9763.25,104.873,1024,4.38,0.33,5.46 | |
| repghostnet_100,224,9586.17,106.811,1024,4.07,0.15,3.98 | |
| hardcorenas_d,224,9568.31,107.009,1024,7.5,0.3,4.93 | |
| tf_efficientnetv2_b0,192,9480.34,108.003,1024,7.14,0.54,3.51 | |
| mobilenetv2_075,224,9478.95,108.018,1024,2.64,0.22,5.86 | |
| semnasnet_075,224,9435.3,108.519,1024,2.91,0.23,5.54 | |
| regnety_006,224,9299.07,110.103,1024,6.06,0.61,4.33 | |
| resnet18,224,9260.29,110.57,1024,11.69,1.82,2.48 | |
| pit_xs_224,224,9215.59,111.106,1024,10.62,1.4,7.71 | |
| pit_xs_distilled_224,224,9179.35,111.544,1024,11.0,1.41,7.76 | |
| mobilenet_edgetpu_v2_xs,224,9103.13,112.477,1024,4.46,0.7,4.8 | |
| convnext_atto,224,9094.81,112.582,1024,3.7,0.55,3.81 | |
| vit_xsmall_patch16_clip_224,224,9084.06,112.715,1024,8.28,1.79,6.65 | |
| levit_256,224,9041.44,113.246,1024,18.89,1.13,4.23 | |
| vit_medium_patch32_clip_224,224,9037.75,113.292,1024,39.69,2.0,3.34 | |
| mobilenetv1_100,256,8925.01,114.724,1024,4.23,0.76,6.59 | |
| spnasnet_100,224,8850.63,115.688,1024,4.42,0.35,6.03 | |
| seresnet18,224,8755.08,116.951,1024,11.78,1.82,2.49 | |
| mobilenetv1_100h,256,8716.6,117.468,1024,5.28,0.82,6.65 | |
| repghostnet_111,224,8703.6,117.642,1024,4.54,0.18,4.38 | |
| convnext_atto_ols,224,8634.04,118.591,1024,3.7,0.58,4.11 | |
| mobilenetv2_100,224,8629.73,118.65,1024,3.5,0.31,6.68 | |
| semnasnet_100,224,8576.31,119.389,1024,3.89,0.32,6.23 | |
| legacy_seresnet18,224,8496.1,120.516,1024,11.78,1.82,2.49 | |
| hgnetv2_b0,224,8489.19,120.614,1024,6.0,0.33,2.12 | |
| hardcorenas_f,224,8388.5,122.062,1024,8.2,0.35,5.57 | |
| hardcorenas_e,224,8316.4,123.12,1024,8.07,0.35,5.65 | |
| edgenext_xx_small,256,8267.32,123.851,1024,1.33,0.26,3.33 | |
| repvgg_a0,224,8195.29,124.938,1024,9.11,1.52,3.59 | |
| regnetx_008,224,8145.67,125.701,1024,7.26,0.81,5.15 | |
| levit_conv_256,224,8113.72,126.196,1024,18.89,1.13,4.23 | |
| dla46_c,224,8109.77,126.257,1024,1.3,0.58,4.5 | |
| mobilenetv1_125,224,8097.26,126.453,1024,6.27,0.89,6.3 | |
| efficientnet_lite0,224,7979.97,128.311,1024,4.65,0.4,6.74 | |
| convnext_femto,224,7952.03,128.762,1024,5.22,0.79,4.57 | |
| resnet18d,224,7915.36,129.359,1024,11.71,2.06,3.29 | |
| ghostnet_130,224,7893.46,129.718,1024,7.36,0.24,4.6 | |
| mobilevit_xxs,256,7881.37,129.917,1024,1.27,0.42,8.34 | |
| ese_vovnet19b_slim,224,7874.63,130.029,1024,3.17,1.69,3.52 | |
| levit_256d,224,7779.0,131.627,1024,26.21,1.4,4.93 | |
| mobilenetv4_conv_medium,224,7776.66,131.666,1024,9.72,0.84,5.8 | |
| mobilenet_edgetpu_100,224,7770.98,131.763,1024,4.09,1.0,5.75 | |
| xcit_nano_12_p16_224,224,7759.26,131.961,1024,3.05,0.56,4.17 | |
| repghostnet_130,224,7749.8,132.123,1024,5.48,0.25,5.24 | |
| tinynet_a,192,7745.18,132.201,1024,6.19,0.35,5.41 | |
| regnety_008,224,7721.37,132.605,1024,6.26,0.81,5.25 | |
| tf_efficientnetv2_b0,224,7710.08,132.803,1024,7.14,0.73,4.77 | |
| fbnetc_100,224,7646.21,133.909,1024,5.57,0.4,6.51 | |
| convnext_femto_ols,224,7577.53,135.127,1024,5.23,0.82,4.87 | |
| mobilenetv4_hybrid_medium_075,224,7514.13,136.267,1024,7.31,0.66,5.65 | |
| mobilevitv2_050,256,7395.66,138.45,1024,1.37,0.48,8.04 | |
| tf_efficientnetv2_b1,192,7389.78,138.56,1024,8.14,0.76,4.59 | |
| regnety_008_tv,224,7307.18,140.123,1024,6.43,0.84,5.42 | |
| tf_efficientnet_lite0,224,7042.0,145.403,1024,4.65,0.4,6.74 | |
| efficientnet_b0,224,6924.93,147.857,1024,5.29,0.4,6.75 | |
| mobilenetv4_conv_medium,256,6920.92,147.948,1024,9.72,1.1,7.58 | |
| dla46x_c,224,6863.64,149.181,1024,1.07,0.54,5.66 | |
| mnasnet_140,224,6835.02,149.805,1024,7.12,0.6,7.71 | |
| resnet14t,224,6822.56,150.08,1024,10.08,1.69,5.8 | |
| repghostnet_150,224,6798.46,150.612,1024,6.58,0.32,6.0 | |
| rexnet_100,224,6759.37,151.483,1024,4.8,0.41,7.44 | |
| rexnetr_100,224,6733.45,152.067,1024,4.88,0.43,7.72 | |
| efficientnet_b1_pruned,240,6731.65,152.107,1024,6.33,0.4,6.21 | |
| mobilenetv1_125,256,6707.02,152.666,1024,6.27,1.16,8.23 | |
| visformer_tiny,224,6688.07,153.098,1024,10.32,1.27,5.72 | |
| levit_conv_256d,224,6662.02,153.697,1024,26.21,1.4,4.93 | |
| pvt_v2_b0,224,6589.46,155.389,1024,3.67,0.57,7.99 | |
| efficientvit_b1,224,6579.31,155.629,1024,9.1,0.53,7.25 | |
| fbnetv3_b,224,6563.03,156.015,1024,8.6,0.42,6.97 | |
| repvit_m1,224,6541.47,156.523,1024,5.49,0.83,7.45 | |
| edgenext_xx_small,288,6532.74,156.738,1024,1.33,0.33,4.21 | |
| mobilenet_edgetpu_v2_s,224,6516.09,157.14,1024,5.99,1.21,6.6 | |
| mobilenetv2_110d,224,6504.09,157.429,1024,4.52,0.45,8.71 | |
| vit_betwixt_patch32_clip_224,224,6503.93,157.433,1024,61.41,3.09,4.17 | |
| regnetz_005,224,6484.34,157.909,1024,7.12,0.52,5.86 | |
| ese_vovnet19b_dw,224,6451.87,158.704,1024,6.54,1.34,8.25 | |
| dla60x_c,224,6417.77,159.546,1024,1.32,0.59,6.01 | |
| hgnetv2_b1,224,6310.48,162.26,1024,6.34,0.49,2.73 | |
| repvit_m0_9,224,6253.66,163.733,1024,5.49,0.83,7.45 | |
| crossvit_tiny_240,240,6253.35,163.742,1024,7.01,1.57,9.08 | |
| cs3darknet_focus_m,256,6210.25,164.879,1024,9.3,1.98,4.89 | |
| tf_efficientnet_b0,224,6210.04,164.879,1024,5.29,0.4,6.75 | |
| convnext_pico,224,6200.96,165.126,1024,9.05,1.37,6.1 | |
| nf_regnet_b0,256,6157.62,166.288,1024,8.76,0.64,5.58 | |
| semnasnet_140,224,6069.35,168.703,1024,6.11,0.6,8.87 | |
| crossvit_9_dagger_240,240,6067.95,168.745,1024,8.78,1.99,9.97 | |
| resnet50,160,6033.87,169.699,1024,25.56,2.1,5.67 | |
| repvgg_a1,224,5998.64,170.696,1024,14.09,2.64,4.74 | |
| resnetblur18,224,5978.13,171.282,1024,11.69,2.34,3.39 | |
| cs3darknet_m,256,5943.51,172.279,1024,9.31,2.08,5.28 | |
| mobilenetv2_140,224,5943.08,172.292,1024,6.11,0.6,9.57 | |
| convnext_pico_ols,224,5910.37,173.245,1024,9.06,1.43,6.5 | |
| mobilenetv4_hybrid_medium,224,5890.59,173.827,1024,11.07,0.98,6.84 | |
| efficientnet_b0,256,5798.8,176.577,1024,5.29,0.52,8.81 | |
| tf_efficientnetv2_b2,208,5794.22,176.717,1024,10.1,1.06,6.0 | |
| hrnet_w18_small,224,5781.49,177.103,1024,13.19,1.61,5.72 | |
| crossvit_9_240,240,5771.83,177.403,1024,8.55,1.85,9.52 | |
| skresnet18,224,5765.67,177.593,1024,11.96,1.82,3.24 | |
| resnet50d,160,5707.52,179.403,1024,25.58,2.22,6.08 | |
| resnet18,288,5648.23,181.286,1024,11.69,3.01,4.11 | |
| vit_tiny_r_s16_p8_384,384,5625.7,182.012,1024,6.36,1.34,6.49 | |
| efficientnet_b0_gn,224,5621.97,182.132,1024,5.29,0.42,6.75 | |
| efficientnet_lite1,240,5579.58,183.516,1024,5.42,0.62,10.14 | |
| ghostnetv2_100,224,5564.84,184.002,1024,6.16,0.18,4.55 | |
| fbnetv3_d,224,5563.09,184.06,1024,10.31,0.52,8.5 | |
| convnext_atto,288,5527.85,185.234,1024,3.7,0.91,6.3 | |
| fbnetv3_b,256,5497.24,186.265,1024,8.6,0.55,9.1 | |
| selecsls42,224,5467.25,187.287,1024,30.35,2.94,4.62 | |
| efficientnet_blur_b0,224,5455.02,187.706,1024,5.29,0.43,8.72 | |
| resnet34,224,5454.89,187.712,1024,21.8,3.67,3.74 | |
| efficientvit_b1,256,5439.39,188.246,1024,9.1,0.69,9.46 | |
| tiny_vit_5m_224,224,5432.07,188.5,1024,12.08,1.28,11.25 | |
| selecsls42b,224,5418.51,188.972,1024,32.46,2.98,4.62 | |
| levit_384,224,5395.45,189.779,1024,39.13,2.36,6.26 | |
| tf_efficientnetv2_b1,240,5369.96,190.68,1024,8.14,1.21,7.34 | |
| seresnet18,288,5366.44,190.805,1024,11.78,3.01,4.11 | |
| repvit_m1_0,224,5361.91,190.966,1024,7.3,1.13,8.69 | |
| convnextv2_atto,224,5357.95,191.108,1024,3.71,0.55,3.81 | |
| mixnet_s,224,5315.69,192.627,1024,4.13,0.25,6.25 | |
| repghostnet_200,224,5315.68,192.627,1024,9.8,0.54,7.96 | |
| seresnet50,160,5298.11,193.266,1024,28.09,2.1,5.69 | |
| edgenext_x_small,256,5274.46,194.132,1024,2.34,0.54,5.93 | |
| rexnetr_130,224,5269.16,194.329,1024,7.61,0.68,9.81 | |
| convnext_atto_ols,288,5250.22,195.03,1024,3.7,0.96,6.8 | |
| repvit_m2,224,5242.24,195.319,1024,8.8,1.36,9.43 | |
| gernet_m,224,5225.82,195.94,1024,21.14,3.02,5.24 | |
| hgnetv2_b0,288,5205.77,196.695,1024,6.0,0.54,3.51 | |
| seresnet34,224,5135.96,199.368,1024,21.96,3.67,3.74 | |
| mobilenetv4_hybrid_medium,256,5134.61,199.421,1024,11.07,1.29,9.01 | |
| resnet26,224,5121.5,199.932,1024,16.0,2.36,7.35 | |
| vit_base_patch32_224,224,5098.65,200.828,1024,88.22,4.41,5.01 | |
| mobilenetv3_large_150d,224,5094.2,201.003,1024,14.62,, | |
| vit_base_patch32_clip_224,224,5090.11,201.165,1024,88.22,4.41,5.01 | |
| ecaresnet50t,160,5084.11,201.402,1024,25.57,2.21,6.04 | |
| mobilenetv4_conv_blur_medium,224,5057.66,202.456,1024,9.72,1.22,8.58 | |
| mobilenet_edgetpu_v2_m,224,5045.14,202.956,1024,8.46,1.85,8.15 | |
| tf_efficientnet_lite1,240,5038.81,203.213,1024,5.42,0.62,10.14 | |
| resnet50,176,5019.75,203.984,1024,25.56,2.62,6.92 | |
| repvit_m1_1,224,5014.8,204.185,1024,8.8,1.36,9.43 | |
| legacy_seresnet34,224,4973.36,205.887,1024,21.96,3.67,3.74 | |
| resnet34d,224,4971.07,205.982,1024,21.82,3.91,4.54 | |
| tf_mixnet_s,224,4958.21,206.516,1024,4.13,0.25,6.25 | |
| resnetrs50,160,4955.95,206.604,1024,35.69,2.29,6.2 | |
| xcit_tiny_12_p16_224,224,4922.03,208.034,1024,6.72,1.24,6.29 | |
| eva02_tiny_patch14_224,224,4913.38,208.399,1024,5.5,1.7,9.14 | |
| mobilevitv2_075,256,4906.85,208.678,1024,2.87,1.05,12.06 | |
| pit_s_224,224,4895.76,209.15,1024,23.46,2.88,11.56 | |
| pit_s_distilled_224,224,4881.41,209.765,1024,24.04,2.9,11.64 | |
| efficientnet_es_pruned,224,4880.76,209.792,1024,5.44,1.81,8.73 | |
| efficientnet_es,224,4880.24,209.815,1024,5.44,1.81,8.73 | |
| mobilenetv2_120d,224,4862.72,210.571,1024,5.83,0.69,11.97 | |
| resnet18d,288,4851.45,211.06,1024,11.71,3.41,5.43 | |
| resnext50_32x4d,160,4849.69,211.137,1024,25.03,2.17,7.35 | |
| efficientnet_b1,224,4846.84,211.261,1024,7.79,0.59,9.36 | |
| levit_conv_384,224,4839.13,211.598,1024,39.13,2.36,6.26 | |
| rexnet_130,224,4831.59,211.926,1024,7.56,0.68,9.71 | |
| cs3darknet_focus_m,288,4831.24,211.944,1024,9.3,2.51,6.19 | |
| convnext_femto,288,4824.54,212.238,1024,5.22,1.3,7.56 | |
| dla34,224,4805.9,213.06,1024,15.74,3.07,5.02 | |
| efficientnet_b0_g16_evos,224,4800.56,213.298,1024,8.11,1.01,7.42 | |
| resnet26d,224,4679.82,218.802,1024,16.01,2.6,8.15 | |
| tf_efficientnet_es,224,4673.69,219.089,1024,5.44,1.81,8.73 | |
| resmlp_12_224,224,4653.37,220.046,1024,15.35,3.01,5.5 | |
| cs3darknet_m,288,4646.1,220.39,1024,9.31,2.63,6.69 | |
| fbnetv3_d,256,4637.02,220.821,1024,10.31,0.68,11.1 | |
| mobilenetv4_conv_aa_medium,256,4630.5,221.132,1024,9.72,1.58,10.3 | |
| selecsls60,224,4624.54,221.418,1024,30.67,3.59,5.52 | |
| rexnetr_150,224,4617.37,221.761,1024,9.78,0.89,11.13 | |
| convnext_femto_ols,288,4613.88,221.929,1024,5.23,1.35,8.06 | |
| nf_regnet_b1,256,4603.23,222.442,1024,10.22,0.82,7.27 | |
| vit_base_patch32_clip_quickgelu_224,224,4601.51,222.526,1024,87.85,4.41,5.01 | |
| selecsls60b,224,4600.54,222.572,1024,32.77,3.63,5.52 | |
| convnextv2_femto,224,4593.84,222.896,1024,5.23,0.79,4.57 | |
| regnetx_016,224,4589.73,223.096,1024,9.19,1.62,7.93 | |
| deit_small_patch16_224,224,4586.09,223.273,1024,22.05,4.61,11.95 | |
| vit_small_patch16_224,224,4584.86,223.334,1024,22.05,4.61,11.95 | |
| gmixer_12_224,224,4571.76,223.974,1024,12.7,2.67,7.26 | |
| gmlp_ti16_224,224,4565.24,224.293,1024,5.87,1.34,7.55 | |
| repvgg_b0,224,4553.06,224.894,1024,15.82,3.41,6.15 | |
| deit_small_distilled_patch16_224,224,4543.3,225.376,1024,22.44,4.63,12.02 | |
| mixer_s16_224,224,4530.96,225.99,1024,18.53,3.79,5.97 | |
| vit_small_patch32_384,384,4513.63,226.858,1024,22.92,3.45,8.25 | |
| efficientnet_cc_b0_4e,224,4507.68,227.158,1024,13.31,0.41,9.42 | |
| efficientnet_cc_b0_8e,224,4491.22,227.99,1024,24.01,0.42,9.42 | |
| mixer_b32_224,224,4485.82,228.265,1024,60.29,3.24,6.29 | |
| tiny_vit_11m_224,224,4481.54,228.483,1024,20.35,2.04,13.49 | |
| mobilenetv4_conv_medium,320,4477.38,228.695,1024,9.72,1.71,11.84 | |
| nf_resnet26,224,4466.75,229.24,1024,16.0,2.41,7.35 | |
| mobilenet_edgetpu_v2_l,224,4462.15,229.476,1024,10.92,2.55,9.05 | |
| efficientnet_b2_pruned,260,4421.73,231.573,1024,8.31,0.73,9.13 | |
| efficientformer_l1,224,4415.57,231.896,1024,12.29,1.3,5.53 | |
| resnetaa34d,224,4392.45,233.118,1024,21.82,4.43,5.07 | |
| darknet17,256,4386.8,233.416,1024,14.3,3.26,7.18 | |
| ghostnetv2_130,224,4382.43,233.65,1024,8.96,0.28,5.9 | |
| rexnet_150,224,4375.57,234.017,1024,9.73,0.9,11.21 | |
| convnext_nano,224,4355.17,235.113,1024,15.59,2.46,8.37 | |
| ecaresnet50d_pruned,224,4352.57,235.254,1024,19.94,2.53,6.43 | |
| efficientnet_b1,240,4341.0,235.879,1024,7.79,0.71,10.88 | |
| nf_regnet_b2,240,4323.87,236.815,1024,14.31,0.97,7.23 | |
| poolformer_s12,224,4258.87,240.428,1024,11.92,1.82,5.53 | |
| regnety_016,224,4256.18,240.571,1024,11.2,1.63,8.04 | |
| mobilenetv4_conv_blur_medium,256,4255.16,180.477,768,9.72,1.59,11.2 | |
| vit_wee_patch16_reg1_gap_256,256,4234.72,241.8,1024,13.42,3.83,13.9 | |
| mobilenet_edgetpu_v2_m,256,4230.57,242.038,1024,8.46,2.42,10.65 | |
| vit_pwee_patch16_reg1_gap_256,256,4211.58,243.129,1024,15.25,4.37,15.87 | |
| deit3_small_patch16_224,224,4202.98,243.625,1024,22.06,4.61,11.95 | |
| hgnetv2_b2,224,4202.72,243.64,1024,11.22,1.15,4.12 | |
| edgenext_x_small,288,4195.02,244.088,1024,2.34,0.68,7.5 | |
| tf_efficientnet_cc_b0_4e,224,4189.01,244.439,1024,13.31,0.41,9.42 | |
| efficientnet_lite2,260,4184.61,244.696,1024,6.09,0.89,12.9 | |
| tf_efficientnet_cc_b0_8e,224,4158.98,246.204,1024,24.01,0.42,9.42 | |
| regnetz_005,288,4139.21,247.38,1024,7.12,0.86,9.68 | |
| hgnetv2_b4,224,4136.11,247.566,1024,19.8,2.75,6.7 | |
| efficientvit_b1,288,4112.03,249.015,1024,9.1,0.87,11.96 | |
| resnest14d,224,4103.54,249.531,1024,10.61,2.76,7.33 | |
| resnext26ts,256,4101.49,249.654,1024,10.3,2.43,10.52 | |
| efficientnet_b0_g8_gn,224,4095.29,250.033,1024,6.56,0.66,6.75 | |
| efficientnet_b1,256,4062.7,252.039,1024,7.79,0.77,12.22 | |
| tf_efficientnet_b1,240,4009.73,255.369,1024,7.79,0.71,10.88 | |
| edgenext_small,256,3998.75,256.069,1024,5.59,1.26,9.07 | |
| eca_resnext26ts,256,3985.65,256.911,1024,10.3,2.43,10.52 | |
| darknet21,256,3985.31,256.933,1024,20.86,3.93,7.47 | |
| seresnext26ts,256,3983.57,257.043,1024,10.39,2.43,10.52 | |
| regnetz_b16,224,3982.17,257.134,1024,9.72,1.45,9.95 | |
| resnext50_32x4d,176,3977.56,257.434,1024,25.03,2.71,8.97 | |
| convnext_nano_ols,224,3963.35,258.357,1024,15.65,2.65,9.38 | |
| vit_base_patch32_clip_256,256,3950.74,259.181,1024,87.86,5.76,6.65 | |
| flexivit_small,240,3949.57,259.258,1024,22.06,5.35,14.18 | |
| gcresnext26ts,256,3942.19,259.744,1024,10.48,2.43,10.53 | |
| mobileone_s1,224,3939.35,259.93,1024,4.83,0.86,9.67 | |
| hgnetv2_b1,288,3863.09,265.063,1024,6.34,0.82,4.51 | |
| sedarknet21,256,3855.83,265.558,1024,20.95,3.93,7.47 | |
| tf_efficientnetv2_b2,260,3852.83,265.768,1024,10.1,1.72,9.84 | |
| nf_ecaresnet26,224,3841.08,266.581,1024,16.0,2.41,7.36 | |
| efficientnet_b2,256,3835.68,266.957,1024,9.11,0.89,12.81 | |
| nf_seresnet26,224,3835.46,266.972,1024,17.4,2.41,7.36 | |
| mobilevit_xs,256,3825.9,200.727,768,2.32,1.05,16.33 | |
| dpn48b,224,3821.05,267.978,1024,9.13,1.69,8.92 | |
| mobilenetv4_conv_large,256,3819.0,268.122,1024,32.59,2.86,12.14 | |
| vit_relpos_small_patch16_224,224,3815.41,268.375,1024,21.98,4.59,13.05 | |
| tf_efficientnet_lite2,260,3814.92,268.409,1024,6.09,0.89,12.9 | |
| pvt_v2_b1,224,3812.97,268.546,1024,14.01,2.12,15.39 | |
| resnet26t,256,3801.26,269.374,1024,16.01,3.35,10.52 | |
| vit_srelpos_small_patch16_224,224,3792.64,269.986,1024,21.97,4.59,12.16 | |
| legacy_seresnext26_32x4d,224,3774.18,271.304,1024,16.79,2.49,9.39 | |
| ese_vovnet19b_dw,288,3768.37,271.725,1024,6.54,2.22,13.63 | |
| convnext_pico,288,3762.1,272.178,1024,9.05,2.27,10.08 | |
| gernet_l,256,3741.79,273.656,1024,31.08,4.57,8.0 | |
| mobilenetv4_hybrid_large_075,256,3731.28,274.426,1024,22.75,2.06,11.64 | |
| resnet101,160,3660.13,279.761,1024,44.55,4.0,8.28 | |
| edgenext_small_rw,256,3647.4,280.737,1024,7.83,1.58,9.51 | |
| resnetblur18,288,3644.87,280.933,1024,11.69,3.87,5.6 | |
| tf_efficientnetv2_b3,240,3640.22,281.291,1024,14.36,1.93,9.95 | |
| cs3darknet_focus_l,256,3628.94,282.166,1024,21.15,4.66,8.03 | |
| efficientnetv2_rw_t,224,3628.38,282.209,1024,13.65,1.93,9.94 | |
| repvit_m3,224,3609.67,283.663,1024,10.68,1.89,13.94 | |
| mixnet_m,224,3606.44,283.926,1024,5.01,0.36,8.19 | |
| coatnet_pico_rw_224,224,3590.64,285.176,1024,10.85,2.05,14.62 | |
| ghostnetv2_160,224,3589.83,285.24,1024,12.39,0.42,7.23 | |
| gc_efficientnetv2_rw_t,224,3589.63,285.255,1024,13.68,1.94,9.97 | |
| convnext_pico_ols,288,3587.72,285.408,1024,9.06,2.37,10.74 | |
| ecaresnext50t_32x4d,224,3560.67,287.576,1024,15.41,2.7,10.09 | |
| ecaresnext26t_32x4d,224,3560.44,287.594,1024,15.41,2.7,10.09 | |
| seresnext26t_32x4d,224,3558.26,287.767,1024,16.81,2.7,10.09 | |
| eca_botnext26ts_256,256,3542.14,289.08,1024,10.59,2.46,11.6 | |
| efficientnet_b3_pruned,300,3528.65,290.185,1024,9.86,1.04,11.86 | |
| seresnext26d_32x4d,224,3528.55,290.194,1024,16.81,2.73,10.19 | |
| nf_regnet_b1,288,3527.3,290.296,1024,10.22,1.02,9.2 | |
| coat_lite_tiny,224,3515.07,291.307,1024,5.72,1.6,11.65 | |
| convnextv2_pico,224,3514.61,291.344,1024,9.07,1.37,6.1 | |
| cs3darknet_l,256,3497.24,292.792,1024,21.16,4.86,8.55 | |
| repvgg_a2,224,3492.05,293.227,1024,28.21,5.7,6.26 | |
| tf_mixnet_m,224,3485.45,293.782,1024,5.01,0.36,8.19 | |
| vit_relpos_small_patch16_rpn_224,224,3481.46,294.119,1024,21.97,4.59,13.05 | |
| hgnet_tiny,224,3480.86,294.17,1024,14.74,4.54,6.36 | |
| eca_halonext26ts,256,3471.15,294.993,1024,10.76,2.44,11.46 | |
| mobilevitv2_100,256,3470.14,221.307,768,4.9,1.84,16.08 | |
| ecaresnet101d_pruned,224,3466.94,295.35,1024,24.88,3.48,7.69 | |
| ecaresnet26t,256,3417.04,299.664,1024,16.01,3.35,10.53 | |
| hgnetv2_b3,224,3369.26,303.913,1024,16.29,1.78,5.07 | |
| resnetv2_50,224,3355.79,305.133,1024,25.55,4.11,11.11 | |
| botnet26t_256,256,3355.2,305.187,1024,12.49,3.32,11.98 | |
| nf_regnet_b2,272,3353.24,305.366,1024,14.31,1.22,9.27 | |
| bat_resnext26ts,256,3346.65,305.963,1024,10.73,2.53,12.51 | |
| coatnext_nano_rw_224,224,3342.84,306.315,1024,14.7,2.47,12.8 | |
| ecaresnetlight,224,3334.95,307.041,1024,30.16,4.11,8.42 | |
| resnet34,288,3329.62,307.532,1024,21.8,6.07,6.18 | |
| rexnetr_200,224,3328.94,230.694,768,16.52,1.59,15.11 | |
| skresnet34,224,3313.88,308.994,1024,22.28,3.67,5.13 | |
| fastvit_t8,256,3313.63,309.016,1024,4.03,0.7,8.63 | |
| halonet26t,256,3312.1,309.159,1024,12.48,3.19,11.69 | |
| vit_small_r26_s32_224,224,3304.01,309.916,1024,36.43,3.56,9.85 | |
| cs3sedarknet_l,256,3303.09,310.003,1024,21.91,4.86,8.56 | |
| coatnet_nano_cc_224,224,3289.43,311.29,1024,13.76,2.24,15.02 | |
| coat_lite_mini,224,3284.89,311.72,1024,11.01,2.0,12.25 | |
| lambda_resnet26t,256,3270.07,313.133,1024,10.96,3.02,11.87 | |
| mobilenetv4_hybrid_medium,320,3262.62,313.848,1024,11.07,2.05,14.36 | |
| convnextv2_atto,288,3253.42,314.736,1024,3.71,0.91,6.3 | |
| vit_small_resnet26d_224,224,3246.31,315.424,1024,63.61,5.07,11.12 | |
| resnet32ts,256,3243.82,315.666,1024,17.96,4.63,11.58 | |
| vit_tiny_patch16_384,384,3237.39,316.294,1024,5.79,4.7,25.39 | |
| convit_tiny,224,3231.06,316.913,1024,5.71,1.26,7.94 | |
| resnet50,224,3219.06,318.095,1024,25.56,4.11,11.11 | |
| coatnet_nano_rw_224,224,3215.75,318.422,1024,15.14,2.41,15.41 | |
| rexnet_200,224,3200.93,239.92,768,16.37,1.56,14.91 | |
| resnet33ts,256,3195.24,320.467,1024,19.68,4.76,11.66 | |
| resnetv2_50t,224,3185.32,321.463,1024,25.57,4.32,11.82 | |
| mobileone_s2,224,3179.36,322.067,1024,7.88,1.34,11.55 | |
| sam2_hiera_tiny,224,3178.9,322.114,1024,26.85,4.91,17.12 | |
| resnetv2_50d,224,3167.44,323.278,1024,25.57,4.35,11.92 | |
| cspresnet50,256,3155.9,324.462,1024,21.62,4.54,11.5 | |
| seresnet34,288,3147.55,325.319,1024,21.96,6.07,6.18 | |
| efficientvit_b2,224,3143.3,325.761,1024,24.33,1.6,14.62 | |
| resnext26ts,288,3127.83,327.374,1024,10.3,3.07,13.31 | |
| fbnetv3_g,240,3119.5,328.234,1024,16.62,1.28,14.87 | |
| hrnet_w18_small_v2,224,3113.69,328.86,1024,15.6,2.62,9.65 | |
| efficientnet_b1,288,3113.4,328.891,1024,7.79,0.97,15.46 | |
| resnet26,288,3110.68,329.178,1024,16.0,3.9,12.15 | |
| tresnet_m,224,3098.68,330.452,1024,31.39,5.75,7.31 | |
| resnet101,176,3098.41,330.482,1024,44.55,4.92,10.08 | |
| seresnet33ts,256,3096.38,330.698,1024,19.78,4.76,11.66 | |
| eca_resnet33ts,256,3095.76,330.765,1024,19.68,4.76,11.66 | |
| convnext_tiny,224,3090.39,331.339,1024,28.59,4.47,13.44 | |
| dpn68b,224,3087.27,331.673,1024,12.61,2.35,10.47 | |
| dpn68,224,3074.12,333.092,1024,12.61,2.35,10.47 | |
| gcresnet33ts,256,3071.03,333.428,1024,19.88,4.76,11.68 | |
| resnet50t,224,3051.2,335.595,1024,25.57,4.32,11.82 | |
| resnet50c,224,3048.9,335.849,1024,25.58,4.35,11.92 | |
| seresnext26ts,288,3040.9,336.731,1024,10.39,3.07,13.32 | |
| eca_resnext26ts,288,3040.18,336.812,1024,10.3,3.07,13.32 | |
| tf_efficientnet_b2,260,3038.71,336.975,1024,9.11,1.02,13.83 | |
| resnet34d,288,3032.3,337.687,1024,21.82,6.47,7.51 | |
| regnetx_032,224,3027.88,338.176,1024,15.3,3.2,11.37 | |
| resnet50d,224,3025.46,338.448,1024,25.58,4.35,11.92 | |
| dla60,224,3019.09,339.163,1024,22.04,4.26,10.16 | |
| gcresnext26ts,288,3012.63,339.891,1024,10.48,3.07,13.33 | |
| efficientnet_em,240,3000.85,341.226,1024,6.9,3.04,14.34 | |
| vit_medium_patch16_clip_224,224,2993.15,342.104,1024,38.59,8.0,15.93 | |
| levit_512,224,2990.53,342.404,1024,95.17,5.64,10.22 | |
| resnest26d,224,2990.32,342.428,1024,17.07,3.64,9.97 | |
| vit_base_patch32_plus_256,256,2981.28,343.466,1024,119.48,7.79,7.76 | |
| crossvit_small_240,240,2972.85,344.44,1024,26.86,5.63,18.17 | |
| repvit_m1_5,224,2972.23,344.512,1024,14.64,2.31,15.7 | |
| mobileone_s0,224,2964.67,345.389,1024,5.29,1.09,15.48 | |
| cspresnet50d,256,2953.53,346.693,1024,21.64,4.86,12.55 | |
| efficientnet_b2,288,2950.49,347.05,1024,9.11,1.12,16.2 | |
| haloregnetz_b,224,2936.32,348.725,1024,11.68,1.97,11.94 | |
| mobilevit_s,256,2931.67,261.956,768,5.58,2.03,19.94 | |
| cspresnet50w,256,2926.16,349.933,1024,28.12,5.04,12.19 | |
| legacy_seresnet50,224,2915.2,351.251,1024,28.09,3.88,10.6 | |
| tf_efficientnet_em,240,2908.61,352.048,1024,6.9,3.04,14.34 | |
| vgg11,224,2887.76,354.59,1024,132.86,7.61,7.44 | |
| resnetv2_50x1_bit,224,2880.89,355.434,1024,25.55,4.23,11.11 | |
| vit_little_patch16_reg1_gap_256,256,2872.75,356.442,1024,22.52,6.27,18.06 | |
| hiera_tiny_224,224,2872.44,356.48,1024,27.91,4.91,17.13 | |
| resnetaa50,224,2865.28,357.372,1024,25.56,5.15,11.64 | |
| regnetv_040,224,2864.51,357.468,1024,20.64,4.0,12.29 | |
| efficientnet_cc_b1_8e,240,2860.03,358.028,1024,39.72,0.75,15.44 | |
| selecsls84,224,2852.61,358.96,1024,50.95,5.9,7.57 | |
| regnety_032,224,2852.43,358.981,1024,19.44,3.2,11.26 | |
| vit_little_patch16_reg4_gap_256,256,2849.96,359.293,1024,22.52,6.35,18.33 | |
| regnety_040,224,2844.62,359.967,1024,20.65,4.0,12.29 | |
| vovnet39a,224,2844.48,359.985,1024,22.6,7.09,6.73 | |
| coatnet_rmlp_nano_rw_224,224,2836.87,360.951,1024,15.15,2.62,20.34 | |
| seresnet50,224,2831.5,361.636,1024,28.09,4.11,11.13 | |
| resnet26d,288,2828.9,361.967,1024,16.01,4.29,13.48 | |
| wide_resnet50_2,176,2817.33,363.453,1024,68.88,7.29,8.97 | |
| vit_relpos_base_patch32_plus_rpn_256,256,2816.85,363.51,1024,119.42,7.68,8.01 | |
| mixnet_l,224,2808.18,364.638,1024,7.33,0.58,10.84 | |
| cs3darknet_focus_l,288,2803.64,365.228,1024,21.15,5.9,10.16 | |
| levit_512d,224,2803.3,365.271,1024,92.5,5.85,11.3 | |
| convnextv2_femto,288,2792.8,366.646,1024,5.23,1.3,7.56 | |
| deit3_medium_patch16_224,224,2781.17,368.18,1024,38.85,8.0,15.93 | |
| crossvit_15_240,240,2780.78,368.231,1024,27.53,5.81,19.77 | |
| res2net50_48w_2s,224,2776.63,368.782,1024,25.29,4.18,11.72 | |
| resnet50_gn,224,2765.5,370.266,1024,25.56,4.14,11.11 | |
| convnext_tiny_hnf,224,2765.22,370.304,1024,28.59,4.47,13.44 | |
| densenet121,224,2764.41,370.412,1024,7.98,2.87,6.9 | |
| levit_conv_512,224,2753.82,371.836,1024,95.17,5.64,10.22 | |
| resnetv2_50d_gn,224,2752.94,371.954,1024,25.57,4.38,11.92 | |
| visformer_small,224,2752.56,372.007,1024,40.22,4.88,11.43 | |
| ese_vovnet39b,224,2750.44,372.293,1024,24.57,7.09,6.74 | |
| mobilevitv2_125,256,2748.02,279.464,768,7.48,2.86,20.1 | |
| vit_relpos_medium_patch16_cls_224,224,2744.95,373.038,1024,38.76,8.03,18.24 | |
| eca_vovnet39b,224,2742.08,373.43,1024,22.6,7.09,6.74 | |
| tiny_vit_21m_224,224,2740.23,373.681,1024,33.22,4.29,20.08 | |
| twins_svt_small,224,2734.38,374.479,1024,24.06,2.94,13.75 | |
| gcvit_xxtiny,224,2725.34,375.722,1024,12.0,2.14,15.36 | |
| twins_pcpvt_small,224,2723.83,375.93,1024,24.11,3.83,18.08 | |
| resnet50_clip_gap,224,2722.78,376.075,1024,23.53,5.39,12.44 | |
| resnetaa50d,224,2721.94,376.192,1024,25.58,5.39,12.44 | |
| tf_mixnet_l,224,2713.4,377.376,1024,7.33,0.58,10.84 | |
| crossvit_15_dagger_240,240,2708.78,378.02,1024,28.21,6.13,20.43 | |
| ecaresnet50t,224,2707.73,378.166,1024,25.57,4.32,11.83 | |
| seresnet50t,224,2705.39,378.493,1024,28.1,4.32,11.83 | |
| cs3darknet_l,288,2703.4,378.772,1024,21.16,6.16,10.83 | |
| tf_efficientnet_cc_b1_8e,240,2701.66,379.016,1024,39.72,0.75,15.44 | |
| davit_tiny,224,2698.07,284.638,768,28.36,4.54,18.89 | |
| xcit_nano_12_p16_384,384,2693.55,380.156,1024,3.05,1.64,12.15 | |
| resnetaa34d,288,2691.25,380.482,1024,21.82,7.33,8.38 | |
| ecaresnet50d,224,2687.82,380.967,1024,25.58,4.35,11.93 | |
| ecaresnet50d_pruned,288,2675.98,382.653,1024,19.94,4.19,10.61 | |
| vit_base_resnet26d_224,224,2655.81,385.559,1024,101.4,6.97,13.16 | |
| convnext_nano,288,2652.03,386.11,1024,15.59,4.06,13.84 | |
| resnetrs50,224,2651.0,386.252,1024,35.69,4.48,12.14 | |
| nf_regnet_b3,288,2644.82,387.161,1024,18.59,1.67,11.84 | |
| xcit_tiny_24_p16_224,224,2635.92,388.469,1024,12.12,2.34,11.82 | |
| gcresnext50ts,256,2630.41,389.282,1024,15.67,3.75,15.46 | |
| efficientvit_b2,256,2610.75,392.214,1024,24.33,2.09,19.03 | |
| resnetblur50,224,2609.83,392.352,1024,25.56,5.16,12.02 | |
| vgg11_bn,224,2600.05,393.829,1024,132.87,7.62,7.44 | |
| resnet50s,224,2592.0,395.051,1024,25.68,5.47,13.52 | |
| mobileone_s3,224,2581.04,396.729,1024,10.17,1.94,13.85 | |
| resnext50_32x4d,224,2577.31,397.304,1024,25.03,4.26,14.4 | |
| resnet152,160,2576.63,397.407,1024,60.19,5.9,11.51 | |
| hgnetv2_b2,288,2574.93,397.67,1024,11.22,1.89,6.8 | |
| inception_next_tiny,224,2572.75,398.008,1024,28.06,4.19,11.98 | |
| eca_nfnet_l0,224,2572.54,398.04,1024,24.14,4.35,10.47 | |
| poolformerv2_s12,224,2568.37,398.686,1024,11.89,1.83,5.53 | |
| edgenext_small,320,2567.9,398.756,1024,5.59,1.97,14.16 | |
| nfnet_l0,224,2566.01,399.053,1024,35.07,4.36,10.47 | |
| cs3sedarknet_l,288,2552.9,401.1,1024,21.91,6.16,10.83 | |
| cspresnext50,256,2550.51,401.475,1024,20.57,4.05,15.86 | |
| hgnetv2_b4,288,2544.67,402.4,1024,19.8,4.54,11.08 | |
| vit_relpos_medium_patch16_224,224,2533.85,404.118,1024,38.75,7.97,17.02 | |
| resnet50_clip,224,2532.71,404.3,1024,38.32,6.14,12.98 | |
| levit_conv_512d,224,2532.59,404.319,1024,92.5,5.85,11.3 | |
| efficientnet_lite3,300,2522.45,202.967,512,8.2,1.65,21.85 | |
| convnextv2_nano,224,2515.35,407.09,1024,15.62,2.46,8.37 | |
| res2net50_26w_4s,224,2515.04,407.14,1024,25.7,4.28,12.61 | |
| vit_srelpos_medium_patch16_224,224,2513.47,407.394,1024,38.74,7.96,16.21 | |
| gcresnet50t,256,2508.19,408.251,1024,25.9,5.42,14.67 | |
| dla60x,224,2506.41,408.541,1024,17.35,3.54,13.8 | |
| coatnet_0_rw_224,224,2498.58,409.821,1024,27.44,4.43,18.73 | |
| resnetblur50d,224,2484.69,412.114,1024,25.58,5.4,12.82 | |
| resnest50d_1s4x24d,224,2468.01,414.899,1024,25.68,4.43,13.57 | |
| regnetx_040,224,2467.33,415.012,1024,22.12,3.99,12.2 | |
| densenetblur121d,224,2464.18,415.544,1024,8.0,3.11,7.9 | |
| maxvit_pico_rw_256,256,2458.1,312.426,768,7.46,1.83,22.3 | |
| resnext50d_32x4d,224,2457.94,416.598,1024,25.05,4.5,15.2 | |
| res2net50_14w_8s,224,2455.12,417.077,1024,25.06,4.21,13.28 | |
| maxvit_rmlp_pico_rw_256,256,2451.7,313.241,768,7.52,1.85,24.86 | |
| vit_base_r26_s32_224,224,2446.42,418.56,1024,101.38,6.81,12.36 | |
| regnetz_c16,256,2443.63,419.039,1024,13.46,2.51,16.57 | |
| seresnetaa50d,224,2442.34,419.253,1024,28.11,5.4,12.46 | |
| dla60_res2net,224,2435.63,420.413,1024,20.85,4.15,12.34 | |
| mobilenetv4_conv_large,320,2431.25,421.172,1024,32.59,4.47,18.97 | |
| regnety_040_sgn,224,2430.55,421.294,1024,20.65,4.03,12.29 | |
| resnet32ts,288,2428.67,421.62,1024,17.96,5.86,14.65 | |
| regnetz_b16,288,2414.87,424.028,1024,9.72,2.39,16.43 | |
| convnext_nano_ols,288,2407.94,425.249,1024,15.65,4.38,15.5 | |
| res2net50d,224,2403.99,425.948,1024,25.72,4.52,13.41 | |
| res2next50,224,2396.84,427.213,1024,24.67,4.2,13.71 | |
| resnet33ts,288,2391.23,428.221,1024,19.68,6.02,14.75 | |
| resnet26t,320,2387.91,428.817,1024,16.01,5.24,16.44 | |
| focalnet_tiny_srf,224,2383.46,429.616,1024,28.43,4.42,16.32 | |
| lambda_resnet26rpt_256,256,2377.83,322.974,768,10.99,3.16,11.87 | |
| resmlp_24_224,224,2376.96,430.792,1024,30.02,5.96,10.91 | |
| efficientnetv2_rw_t,288,2366.54,432.688,1024,13.65,3.19,16.42 | |
| sehalonet33ts,256,2360.24,433.843,1024,13.69,3.55,14.7 | |
| vovnet57a,224,2356.05,434.611,1024,36.64,8.95,7.52 | |
| inception_v3,299,2349.22,435.874,1024,23.83,5.73,8.97 | |
| edgenext_base,256,2342.04,437.215,1024,18.51,3.85,15.58 | |
| gmixer_24_224,224,2339.36,437.716,1024,24.72,5.28,14.45 | |
| tf_efficientnetv2_b3,300,2333.45,438.824,1024,14.36,3.04,15.74 | |
| dla60_res2next,224,2330.49,439.381,1024,17.03,3.49,13.17 | |
| hiera_small_224,224,2327.86,439.879,1024,35.01,6.42,20.75 | |
| seresnext50_32x4d,224,2326.69,440.099,1024,27.56,4.26,14.42 | |
| nf_ecaresnet50,224,2326.39,440.157,1024,25.56,4.21,11.13 | |
| nf_seresnet50,224,2322.81,440.835,1024,28.09,4.21,11.13 | |
| seresnet33ts,288,2321.27,441.126,1024,19.78,6.02,14.76 | |
| eca_resnet33ts,288,2320.92,441.194,1024,19.68,6.02,14.76 | |
| skresnet50,224,2319.56,441.453,1024,25.8,4.11,12.5 | |
| legacy_seresnext50_32x4d,224,2319.29,441.503,1024,27.56,4.26,14.42 | |
| gc_efficientnetv2_rw_t,288,2314.22,442.471,1024,13.68,3.2,16.45 | |
| vit_relpos_medium_patch16_rpn_224,224,2310.7,443.143,1024,38.73,7.97,17.02 | |
| hgnetv2_b5,224,2308.27,443.612,1024,39.57,6.56,11.19 | |
| nfnet_f0,192,2304.96,444.248,1024,71.49,7.21,10.16 | |
| gcresnet33ts,288,2301.68,444.881,1024,19.88,6.02,14.78 | |
| resnet51q,256,2298.43,445.511,1024,35.7,6.38,16.55 | |
| tf_efficientnet_lite3,300,2290.61,223.511,512,8.2,1.65,21.85 | |
| fbnetv3_g,288,2283.27,448.453,1024,16.62,1.77,21.09 | |
| ese_vovnet57b,224,2280.74,448.967,1024,38.61,8.95,7.52 | |
| vit_medium_patch16_gap_240,240,2270.51,450.989,1024,44.4,9.22,18.81 | |
| hgnet_small,224,2266.61,451.766,1024,24.36,8.53,8.79 | |
| fastvit_t12,256,2264.32,452.222,1024,7.55,1.42,12.42 | |
| pvt_v2_b2,224,2256.22,453.841,1024,25.36,4.05,27.53 | |
| edgenext_small_rw,320,2251.75,454.745,1024,7.83,2.46,14.85 | |
| rdnet_tiny,224,2248.51,455.402,1024,23.86,5.06,15.98 | |
| densenet169,224,2245.68,455.974,1024,14.15,3.4,7.3 | |
| cs3darknet_focus_x,256,2244.78,456.159,1024,35.02,8.03,10.69 | |
| coatnet_rmlp_0_rw_224,224,2240.35,457.061,1024,27.45,4.72,24.89 | |
| darknetaa53,256,2230.29,459.123,1024,36.02,7.97,12.39 | |
| focalnet_tiny_lrf,224,2229.47,459.291,1024,28.65,4.49,17.76 | |
| repvgg_b1g4,224,2228.31,459.531,1024,39.97,8.15,10.64 | |
| efficientvit_l1,224,2227.63,459.67,1024,52.65,5.27,15.85 | |
| skresnet50d,224,2225.51,460.109,1024,25.82,4.36,13.31 | |
| xcit_small_12_p16_224,224,2223.72,460.479,1024,26.25,4.82,12.58 | |
| nf_resnet50,256,2213.33,462.642,1024,25.56,5.46,14.52 | |
| nextvit_small,224,2207.92,463.775,1024,31.76,5.81,18.44 | |
| mobilenetv4_hybrid_medium,384,2197.46,465.981,1024,11.07,3.01,21.18 | |
| poolformer_s24,224,2197.0,466.076,1024,21.39,3.41,10.68 | |
| coatnet_bn_0_rw_224,224,2195.15,466.473,1024,27.44,4.67,22.04 | |
| resnet152,176,2193.45,466.834,1024,60.19,7.22,13.99 | |
| resnet50_mlp,256,2191.94,467.155,1024,26.65,7.05,16.25 | |
| ecaresnet50t,256,2191.4,467.27,1024,25.57,5.64,15.45 | |
| nf_regnet_b3,320,2189.28,467.722,1024,18.59,2.05,14.61 | |
| efficientnet_b3,288,2184.31,234.387,512,12.23,1.63,21.49 | |
| seresnext26t_32x4d,288,2172.28,471.381,1024,16.81,4.46,16.68 | |
| fastvit_s12,256,2167.43,472.438,1024,9.47,1.82,13.67 | |
| resnetrs101,192,2164.92,472.987,1024,63.62,6.04,12.7 | |
| cs3darknet_x,256,2164.39,473.101,1024,35.05,8.38,11.35 | |
| fastvit_sa12,256,2158.11,474.477,1024,11.58,1.96,14.03 | |
| eva02_small_patch14_224,224,2155.47,475.059,1024,21.62,6.14,18.28 | |
| cs3sedarknet_xdw,256,2153.33,475.532,1024,21.6,5.97,17.18 | |
| seresnext26d_32x4d,288,2151.74,475.88,1024,16.81,4.51,16.85 | |
| ecaresnet26t,320,2151.68,475.897,1024,16.01,5.24,16.44 | |
| rexnetr_300,224,2147.85,476.744,1024,34.81,3.39,22.16 | |
| eva02_tiny_patch14_336,336,2147.15,476.899,1024,5.76,4.68,27.16 | |
| convnextv2_pico,288,2134.41,479.746,1024,9.07,2.27,10.08 | |
| ecaresnet101d_pruned,288,2128.71,481.03,1024,24.88,5.75,12.71 | |
| gcvit_xtiny,224,2125.89,481.67,1024,19.98,2.93,20.26 | |
| gmlp_s16_224,224,2125.3,481.803,1024,19.42,4.42,15.1 | |
| lambda_resnet50ts,256,2124.77,481.923,1024,21.54,5.07,17.48 | |
| mobilevitv2_150,256,2105.23,243.194,512,10.59,4.09,24.11 | |
| coatnet_0_224,224,2091.24,244.821,512,25.04,4.58,24.01 | |
| xcit_nano_12_p8_224,224,2072.91,493.98,1024,3.05,2.16,15.71 | |
| darknet53,256,2072.88,493.984,1024,41.61,9.31,12.39 | |
| cs3sedarknet_x,256,2064.75,495.935,1024,35.4,8.38,11.35 | |
| hgnet_tiny,288,2057.8,497.609,1024,14.74,7.51,10.51 | |
| hieradet_small,256,2057.47,373.263,768,34.72,8.51,27.76 | |
| vit_medium_patch16_reg1_gap_256,256,2056.16,498.005,1024,38.88,10.63,22.26 | |
| hgnetv2_b3,288,2054.95,498.299,1024,16.29,2.94,8.38 | |
| rexnetr_200,288,2048.59,249.918,512,16.52,2.62,24.96 | |
| vit_medium_patch16_reg4_gap_256,256,2044.7,500.797,1024,38.88,10.76,22.6 | |
| resnet61q,256,2040.64,501.793,1024,36.85,7.8,17.01 | |
| vit_base_resnet50d_224,224,2033.13,503.646,1024,110.97,8.73,16.92 | |
| resnest50d,224,2025.99,505.42,1024,27.48,5.4,14.36 | |
| regnetx_080,224,2024.58,505.775,1024,39.57,8.02,14.06 | |
| rexnet_300,224,2023.97,505.926,1024,34.71,3.44,22.4 | |
| mixnet_xl,224,2021.99,506.421,1024,11.9,0.93,14.57 | |
| resnetv2_50,288,2021.6,506.519,1024,25.55,6.79,18.37 | |
| vit_medium_patch16_gap_256,256,2021.46,506.555,1024,38.86,10.59,22.15 | |
| pvt_v2_b2_li,224,2015.57,508.034,1024,22.55,3.91,27.6 | |
| resnetv2_101,224,2011.15,509.149,1024,44.54,7.83,16.23 | |
| ecaresnetlight,288,2010.28,509.37,1024,30.16,6.79,13.91 | |
| sebotnet33ts_256,256,2002.67,255.649,512,13.7,3.89,17.46 | |
| swin_tiny_patch4_window7_224,224,1994.25,513.466,1024,28.29,4.51,17.06 | |
| cspdarknet53,256,1989.31,514.74,1024,27.64,6.57,16.81 | |
| maxvit_nano_rw_256,256,1987.74,386.357,768,15.45,4.46,30.28 | |
| maxvit_rmlp_nano_rw_256,256,1983.0,387.281,768,15.5,4.47,31.92 | |
| maxxvit_rmlp_nano_rw_256,256,1975.69,388.707,768,16.78,4.37,26.05 | |
| dm_nfnet_f0,192,1969.57,519.898,1024,71.49,7.21,10.16 | |
| gcresnext50ts,288,1969.42,519.94,1024,15.67,4.75,19.57 | |
| nest_tiny,224,1965.87,520.878,1024,17.06,5.83,25.48 | |
| dla102,224,1956.25,523.44,1024,33.27,7.19,14.18 | |
| resnet101,224,1956.19,523.457,1024,44.55,7.83,16.23 | |
| efficientvit_b2,288,1950.05,525.102,1024,24.33,2.64,24.03 | |
| nest_tiny_jx,224,1941.61,527.385,1024,17.06,5.83,25.48 | |
| efficientformer_l3,224,1940.81,527.604,1024,31.41,3.93,12.01 | |
| resnet50,288,1939.79,527.881,1024,25.56,6.8,18.37 | |
| resnetv2_101d,224,1936.61,528.747,1024,44.56,8.07,17.04 | |
| crossvit_18_240,240,1935.28,529.112,1024,43.27,9.05,26.26 | |
| lamhalobotnet50ts_256,256,1924.13,532.179,1024,22.57,5.02,18.44 | |
| convnext_tiny,288,1920.23,533.259,1024,28.59,7.39,22.21 | |
| res2net50_26w_6s,224,1912.13,535.518,1024,37.05,6.33,15.28 | |
| resnet101c,224,1894.68,540.45,1024,44.57,8.08,17.04 | |
| mobileone_s4,224,1894.21,540.586,1024,14.95,3.04,17.74 | |
| crossvit_18_dagger_240,240,1889.12,542.039,1024,44.27,9.5,27.03 | |
| resnet101d,224,1886.88,542.683,1024,44.57,8.08,17.04 | |
| coat_lite_small,224,1882.69,543.892,1024,19.84,3.96,22.09 | |
| gcresnet50t,288,1876.91,545.567,1024,25.9,6.86,18.57 | |
| twins_pcpvt_base,224,1875.57,545.957,1024,43.83,6.68,25.25 | |
| vgg13,224,1872.83,546.756,1024,133.05,11.31,12.25 | |
| convnext_small,224,1866.18,548.704,1024,50.22,8.71,21.56 | |
| dpn68b,288,1861.61,550.049,1024,12.61,3.89,17.3 | |
| regnetx_064,224,1854.58,552.136,1024,26.21,6.49,16.37 | |
| mobilevitv2_175,256,1853.4,276.238,512,14.25,5.54,28.13 | |
| halonet50ts,256,1851.66,553.006,1024,22.73,5.3,19.2 | |
| efficientnet_b3,320,1851.55,276.514,512,12.23,2.01,26.52 | |
| resnet50t,288,1843.63,555.416,1024,25.57,7.14,19.53 | |
| efficientnetv2_s,288,1830.25,559.474,1024,21.46,4.75,20.13 | |
| resnet50d,288,1828.73,559.94,1024,25.58,7.19,19.7 | |
| wide_resnet50_2,224,1825.62,560.893,1024,68.88,11.43,14.4 | |
| swin_s3_tiny_224,224,1817.27,563.471,1024,28.33,4.64,19.13 | |
| tf_efficientnet_b3,300,1797.7,284.798,512,12.23,1.87,23.83 | |
| hrnet_w18_ssld,224,1790.44,571.914,1024,21.3,4.32,16.31 | |
| tresnet_v2_l,224,1789.04,572.364,1024,46.17,8.85,16.34 | |
| hrnet_w18,224,1781.62,574.732,1024,21.3,4.32,16.31 | |
| repvgg_b1,224,1778.73,575.68,1024,57.42,13.16,10.64 | |
| maxxvitv2_nano_rw_256,256,1768.07,434.362,768,23.7,6.26,23.05 | |
| cs3edgenet_x,256,1767.31,579.4,1024,47.82,11.53,12.92 | |
| resnetaa101d,224,1761.72,581.24,1024,44.57,9.12,17.56 | |
| resnet101_clip_gap,224,1761.35,581.36,1024,42.52,9.11,17.56 | |
| efficientvit_l2,224,1761.03,581.466,1024,63.71,6.97,19.58 | |
| vit_large_patch32_224,224,1759.2,582.072,1024,305.51,15.39,13.3 | |
| legacy_seresnet101,224,1752.85,584.182,1024,49.33,7.61,15.74 | |
| vit_base_patch32_clip_384,384,1750.87,584.842,1024,88.3,13.06,16.5 | |
| densenet201,224,1750.03,585.121,1024,20.01,4.34,7.85 | |
| vit_base_patch32_384,384,1749.95,585.149,1024,88.3,13.06,16.5 | |
| efficientnetv2_rw_s,288,1749.21,585.397,1024,23.94,4.91,21.41 | |
| pit_b_distilled_224,224,1743.25,587.399,1024,74.79,12.5,33.07 | |
| darknetaa53,288,1734.96,590.204,1024,36.02,10.08,15.68 | |
| efficientnet_b3_gn,288,1734.87,295.112,512,11.73,1.74,23.35 | |
| resnetv2_101x1_bit,224,1730.79,591.627,1024,44.54,8.04,16.23 | |
| resnetaa50,288,1729.69,592.003,1024,25.56,8.52,19.24 | |
| seresnet101,224,1724.67,593.727,1024,49.33,7.84,16.27 | |
| regnety_032,288,1721.01,594.988,1024,19.44,5.29,18.61 | |
| seresnet50,288,1715.52,596.892,1024,28.09,6.8,18.39 | |
| regnetv_040,288,1714.23,597.341,1024,20.64,6.6,20.3 | |
| pit_b_224,224,1713.92,597.451,1024,73.76,12.42,32.94 | |
| xcit_tiny_12_p16_384,384,1713.1,597.736,1024,6.72,3.64,18.26 | |
| resnet101s,224,1707.16,599.813,1024,44.67,9.19,18.64 | |
| regnety_040,288,1706.68,599.986,1024,20.65,6.61,20.3 | |
| maxvit_tiny_rw_224,224,1699.84,451.796,768,29.06,5.11,33.11 | |
| regnetv_064,224,1694.43,604.321,1024,30.58,6.39,16.41 | |
| cait_xxs24_224,224,1694.07,604.451,1024,11.96,2.53,20.29 | |
| regnety_064,224,1688.52,606.436,1024,30.58,6.39,16.41 | |
| densenet121,288,1688.36,606.494,1024,7.98,4.74,11.41 | |
| resnet50_gn,288,1685.84,607.404,1024,25.56,6.85,18.37 | |
| resnet51q,288,1684.11,608.026,1024,35.7,8.07,20.94 | |
| resnet101_clip,224,1683.83,608.126,1024,56.26,9.81,18.08 | |
| nf_resnet101,224,1683.1,608.389,1024,44.55,8.01,16.23 | |
| convnext_tiny_hnf,288,1681.41,608.997,1024,28.59,7.39,22.21 | |
| ese_vovnet39b,288,1678.63,457.506,768,24.57,11.71,11.13 | |
| repvit_m2_3,224,1677.4,610.445,1024,23.69,4.57,26.21 | |
| resnetv2_50d_gn,288,1676.39,610.823,1024,25.57,7.24,19.7 | |
| ecaresnet101d,224,1674.43,611.54,1024,44.57,8.08,17.07 | |
| cs3darknet_x,288,1672.69,612.175,1024,35.05,10.6,14.36 | |
| vitamin_small_224,224,1669.96,613.177,1024,22.03,5.92,26.38 | |
| convnextv2_tiny,224,1666.61,614.408,1024,28.64,4.47,13.44 | |
| cs3se_edgenet_x,256,1659.92,616.886,1024,50.72,11.53,12.94 | |
| resnetblur101d,224,1659.81,616.926,1024,44.57,9.12,17.94 | |
| dla102x,224,1657.53,617.775,1024,26.31,5.89,19.42 | |
| regnetz_d32,256,1655.18,618.654,1024,27.58,5.98,23.74 | |
| nf_resnet50,288,1650.24,620.505,1024,25.56,6.88,18.37 | |
| efficientvit_b3,224,1649.16,620.91,1024,48.65,3.99,26.9 | |
| mobilenetv4_conv_large,384,1643.43,623.074,1024,32.59,6.43,27.31 | |
| resnetaa50d,288,1643.41,623.082,1024,25.58,8.92,20.57 | |
| regnetz_d8,256,1642.29,623.507,1024,23.37,3.97,23.74 | |
| hiera_small_abswin_256,256,1642.12,623.574,1024,34.36,8.29,26.38 | |
| ecaresnet50t,288,1641.73,623.721,1024,25.57,7.14,19.55 | |
| seresnet50t,288,1641.04,623.984,1024,28.1,7.14,19.55 | |
| regnetz_b16_evos,224,1637.18,625.455,1024,9.74,1.43,9.95 | |
| nextvit_base,224,1636.37,625.762,1024,44.82,8.29,23.71 | |
| davit_small,224,1634.36,469.897,768,49.75,8.8,30.49 | |
| mixer_b16_224,224,1632.43,627.274,1024,59.88,12.62,14.53 | |
| ecaresnet50d,288,1630.52,628.009,1024,25.58,7.19,19.72 | |
| swinv2_cr_tiny_224,224,1629.93,628.235,1024,28.33,4.66,28.45 | |
| mobilenetv4_hybrid_medium,448,1629.05,471.43,768,11.07,4.2,29.64 | |
| regnety_080,224,1624.53,630.326,1024,39.18,8.0,17.97 | |
| nf_regnet_b4,320,1623.35,630.784,1024,30.21,3.29,19.88 | |
| regnetz_040,256,1621.31,631.576,1024,27.12,4.06,24.19 | |
| volo_d1_224,224,1620.03,632.078,1024,26.63,6.94,24.43 | |
| ese_vovnet39b_evos,224,1614.15,634.378,1024,24.58,7.07,6.74 | |
| darknet53,288,1612.47,635.036,1024,41.61,11.78,15.68 | |
| regnetz_040_h,256,1612.19,635.152,1024,28.94,4.12,24.29 | |
| resnetv2_50d_frn,224,1608.23,636.713,1024,25.59,4.33,11.92 | |
| tf_efficientnetv2_s,300,1604.9,638.035,1024,21.46,5.35,22.73 | |
| swinv2_cr_tiny_ns_224,224,1602.17,639.123,1024,28.33,4.66,28.45 | |
| botnet50ts_256,256,1595.84,320.823,512,22.74,5.54,22.23 | |
| resmlp_36_224,224,1595.2,641.917,1024,44.69,8.91,16.33 | |
| cs3sedarknet_x,288,1594.16,642.334,1024,35.4,10.6,14.37 | |
| pvt_v2_b3,224,1594.09,642.356,1024,45.24,6.92,37.7 | |
| wide_resnet101_2,176,1589.86,644.071,1024,126.89,14.31,13.18 | |
| hiera_base_224,224,1588.68,644.549,1024,51.52,9.4,30.42 | |
| mvitv2_tiny,224,1580.5,647.884,1024,24.17,4.7,21.16 | |
| sequencer2d_s,224,1577.41,649.155,1024,27.65,4.96,11.31 | |
| resnetblur50,288,1577.39,649.165,1024,25.56,8.52,19.87 | |
| resnet101d,256,1576.21,649.647,1024,44.57,10.55,22.25 | |
| mobilevitv2_200,256,1575.87,324.89,512,18.45,7.22,32.15 | |
| resnest50d_4s2x40d,224,1573.08,650.942,1024,30.42,4.4,17.94 | |
| vit_base_patch16_224_miil,224,1571.45,651.616,1024,94.4,17.59,23.91 | |
| vit_base_patch16_224,224,1570.66,651.945,1024,86.57,17.58,23.9 | |
| resnext50_32x4d,288,1565.78,653.979,1024,25.03,7.04,23.81 | |
| deit_base_patch16_224,224,1564.98,654.312,1024,86.57,17.58,23.9 | |
| vit_base_patch16_clip_224,224,1564.55,654.489,1024,86.57,17.58,23.9 | |
| deit_base_distilled_patch16_224,224,1562.81,655.219,1024,87.34,17.68,24.05 | |
| resnext101_32x4d,224,1562.81,655.22,1024,44.18,8.01,21.23 | |
| halo2botnet50ts_256,256,1560.7,656.107,1024,22.64,5.02,21.78 | |
| skresnext50_32x4d,224,1546.56,662.103,1024,27.48,4.5,17.18 | |
| caformer_s18,224,1545.75,662.45,1024,26.34,4.13,19.39 | |
| vit_base_mci_224,224,1545.28,662.65,1024,86.35,17.73,24.65 | |
| eca_nfnet_l0,288,1542.25,663.956,1024,24.14,7.12,17.29 | |
| tresnet_l,224,1541.09,664.452,1024,55.99,10.9,11.9 | |
| nfnet_l0,288,1540.89,664.54,1024,35.07,7.13,17.29 | |
| regnetz_c16,320,1536.02,666.649,1024,13.46,3.92,25.88 | |
| vit_medium_patch16_rope_reg1_gap_256,256,1527.11,670.537,1024,38.74,10.63,22.26 | |
| rdnet_small,224,1526.64,670.743,1024,50.44,8.74,22.55 | |
| convnextv2_nano,288,1526.13,503.224,768,15.62,4.06,13.84 | |
| beit_base_patch16_224,224,1524.53,671.669,1024,86.53,17.58,23.9 | |
| coatnet_rmlp_1_rw_224,224,1520.15,673.605,1024,41.69,7.85,35.47 | |
| mixer_l32_224,224,1519.29,673.986,1024,206.94,11.27,19.86 | |
| res2net50_26w_8s,224,1519.14,674.046,1024,48.4,8.37,17.95 | |
| vit_small_resnet50d_s16_224,224,1515.04,675.876,1024,57.53,13.48,24.82 | |
| regnety_080_tv,224,1514.62,676.066,1024,39.38,8.51,19.73 | |
| res2net101_26w_4s,224,1512.48,677.014,1024,45.21,8.1,18.45 | |
| beitv2_base_patch16_224,224,1510.67,677.835,1024,86.53,17.58,23.9 | |
| resnet61q,288,1508.28,678.909,1024,36.85,9.87,21.52 | |
| resnetblur50d,288,1502.22,681.649,1024,25.58,8.92,21.19 | |
| densenetblur121d,288,1501.15,682.13,1024,8.0,5.14,13.06 | |
| resnext101_32x8d,176,1496.15,684.414,1024,88.79,10.33,19.37 | |
| edgenext_base,320,1496.01,684.475,1024,18.51,6.01,24.32 | |
| resnext50d_32x4d,288,1492.98,685.867,1024,25.05,7.44,25.13 | |
| repvgg_b2g4,224,1487.15,688.554,1024,61.76,12.63,12.9 | |
| deit3_base_patch16_224,224,1485.67,689.239,1024,86.59,17.58,23.9 | |
| fastvit_mci0,256,1480.55,691.623,1024,11.41,2.42,18.29 | |
| poolformer_s36,224,1480.43,691.678,1024,30.86,5.0,15.82 | |
| regnety_040_sgn,288,1480.21,691.781,1024,20.65,6.67,20.3 | |
| seresnetaa50d,288,1478.73,692.475,1024,28.11,8.92,20.59 | |
| res2net101d,224,1471.66,695.8,1024,45.23,8.35,19.25 | |
| resnetv2_50d_evos,224,1466.16,698.411,1024,25.59,4.33,11.92 | |
| vit_relpos_base_patch16_clsgap_224,224,1464.16,699.363,1024,86.43,17.6,25.12 | |
| vit_relpos_base_patch16_cls_224,224,1462.1,700.351,1024,86.43,17.6,25.12 | |
| vit_small_patch16_36x1_224,224,1460.83,700.959,1024,64.67,13.71,35.69 | |
| vit_small_patch16_384,384,1459.09,701.796,1024,22.2,15.52,50.78 | |
| efficientnet_b3_gn,320,1457.71,263.416,384,11.73,2.14,28.83 | |
| inception_next_small,224,1454.59,703.968,1024,49.37,8.36,19.27 | |
| efficientvit_l2,256,1451.75,705.344,1024,63.71,9.09,25.49 | |
| convformer_s18,224,1450.71,705.851,1024,26.77,3.96,15.82 | |
| vit_base_patch16_siglip_gap_224,224,1449.9,706.247,1024,85.8,17.49,23.75 | |
| dpn92,224,1447.04,707.638,1024,37.67,6.54,18.21 | |
| gcvit_tiny,224,1443.56,709.345,1024,28.22,4.79,29.82 | |
| convit_small,224,1442.31,709.962,1024,27.78,5.76,17.87 | |
| focalnet_small_srf,224,1440.19,711.006,1024,49.89,8.62,26.26 | |
| vit_betwixt_patch16_reg1_gap_256,256,1438.93,711.629,1024,60.4,16.32,27.83 | |
| vit_base_patch16_siglip_224,224,1434.62,713.769,1024,92.88,17.73,24.06 | |
| vit_betwixt_patch16_reg4_gap_256,256,1427.38,717.384,1024,60.4,16.52,28.24 | |
| vit_base_patch16_gap_224,224,1426.06,718.052,1024,86.57,17.49,25.59 | |
| maxvit_tiny_tf_224,224,1425.39,538.79,768,30.92,5.6,35.78 | |
| nf_ecaresnet101,224,1424.0,719.089,1024,44.55,8.01,16.27 | |
| coatnet_1_rw_224,224,1423.83,719.174,1024,41.72,8.04,34.6 | |
| nf_seresnet101,224,1422.7,719.746,1024,49.33,8.02,16.27 | |
| coatnet_rmlp_1_rw2_224,224,1422.67,719.763,1024,41.72,8.11,40.13 | |
| seresnext50_32x4d,288,1414.64,723.843,1024,27.56,7.04,23.82 | |
| seresnext101_32x4d,224,1413.69,724.336,1024,48.96,8.02,21.26 | |
| legacy_xception,299,1413.65,543.263,768,22.86,8.4,35.83 | |
| legacy_seresnext101_32x4d,224,1412.48,724.957,1024,48.96,8.02,21.26 | |
| hgnetv2_b5,288,1407.43,727.559,1024,39.57,10.84,18.5 | |
| vit_small_patch16_18x2_224,224,1406.97,727.793,1024,64.67,13.71,35.69 | |
| resnetv2_152,224,1397.01,732.984,1024,60.19,11.55,22.56 | |
| efficientnet_b4,320,1389.63,368.432,512,19.34,3.13,34.76 | |
| vit_base_patch16_clip_quickgelu_224,224,1387.46,738.029,1024,86.19,17.58,23.9 | |
| nfnet_f0,256,1379.83,742.109,1024,71.49,12.62,18.05 | |
| resnet152,224,1373.51,745.522,1024,60.19,11.56,22.56 | |
| flexivit_base,240,1371.79,746.461,1024,86.59,20.29,28.36 | |
| ecaresnet50t,320,1370.27,747.287,1024,25.57,8.82,24.13 | |
| efficientvit_b3,256,1369.93,560.6,768,48.65,5.2,35.01 | |
| vit_relpos_base_patch16_224,224,1369.33,747.799,1024,86.43,17.51,24.97 | |
| cs3edgenet_x,288,1368.22,748.405,1024,47.82,14.59,16.36 | |
| vgg16_bn,224,1364.4,750.503,1024,138.37,15.5,13.56 | |
| resnetv2_152d,224,1363.32,751.094,1024,60.2,11.8,23.36 | |
| mobilenetv4_conv_aa_large,384,1359.23,753.356,1024,32.59,7.07,32.29 | |
| efficientformerv2_s0,224,1356.88,754.66,1024,3.6,0.41,5.3 | |
| regnetx_120,224,1352.8,756.936,1024,46.11,12.13,21.37 | |
| focalnet_small_lrf,224,1350.27,758.334,1024,50.34,8.74,28.61 | |
| twins_pcpvt_large,224,1348.04,759.609,1024,60.99,9.84,35.82 | |
| deit3_small_patch16_384,384,1344.15,761.807,1024,22.21,15.52,50.78 | |
| resnet152c,224,1340.85,763.681,1024,60.21,11.8,23.36 | |
| rexnetr_300,288,1339.94,382.097,512,34.81,5.59,36.61 | |
| maxxvit_rmlp_tiny_rw_256,256,1339.27,573.433,768,29.64,6.66,39.76 | |
| maxvit_tiny_rw_256,256,1338.26,573.871,768,29.07,6.74,44.35 | |
| resnet152d,224,1336.77,766.012,1024,60.21,11.8,23.36 | |
| maxvit_rmlp_tiny_rw_256,256,1336.57,574.593,768,29.15,6.77,46.92 | |
| ese_vovnet99b,224,1332.86,768.26,1024,63.2,16.51,11.27 | |
| poolformerv2_s24,224,1332.11,768.696,1024,21.34,3.42,10.68 | |
| xcit_tiny_12_p8_224,224,1314.83,778.795,1024,6.71,4.81,23.6 | |
| xception41p,299,1314.22,389.574,512,26.91,9.25,39.86 | |
| vit_base_patch32_clip_448,448,1306.81,783.576,1024,88.34,17.93,23.9 | |
| convnext_base,224,1301.11,787.008,1024,88.59,15.38,28.75 | |
| efficientnet_el,300,1300.79,787.203,1024,10.59,8.0,30.7 | |
| nextvit_large,224,1299.51,787.975,1024,57.87,10.78,28.99 | |
| efficientnet_el_pruned,300,1297.09,789.448,1024,10.59,8.0,30.7 | |
| vit_base_patch16_xp_224,224,1295.73,790.276,1024,86.51,17.56,23.9 | |
| dla169,224,1285.68,796.451,1024,53.39,11.6,20.2 | |
| regnety_120,224,1281.03,799.347,1024,51.82,12.14,21.38 | |
| hrnet_w32,224,1280.36,799.766,1024,41.23,8.97,22.02 | |
| coatnet_1_224,224,1275.86,401.286,512,42.23,8.7,39.0 | |
| tf_efficientnet_el,300,1270.05,806.254,1024,10.59,8.0,30.7 | |
| hrnet_w30,224,1268.85,807.019,1024,37.71,8.15,21.21 | |
| vgg19,224,1266.93,808.24,1024,143.67,19.63,14.86 | |
| mixnet_xxl,224,1264.71,607.242,768,23.96,2.04,23.43 | |
| maxvit_tiny_pm_256,256,1264.25,607.461,768,30.09,6.61,47.9 | |
| hiera_base_plus_224,224,1260.02,812.675,1024,69.9,12.67,37.98 | |
| mobilenetv4_conv_large,448,1258.67,610.158,768,32.59,8.75,37.17 | |
| twins_svt_base,224,1256.07,815.231,1024,56.07,8.59,26.33 | |
| vit_base_patch16_rpn_224,224,1255.52,815.59,1024,86.54,17.49,23.75 | |
| nest_small,224,1253.67,816.789,1024,38.35,10.35,40.04 | |
| hgnet_small,288,1251.61,613.599,768,24.36,14.09,14.53 | |
| efficientformerv2_s1,224,1251.14,818.442,1024,6.19,0.67,7.66 | |
| densenet161,224,1249.24,819.689,1024,28.68,7.79,11.06 | |
| resnet152s,224,1245.59,822.091,1024,60.32,12.92,24.96 | |
| vit_mediumd_patch16_reg4_gap_256,256,1243.97,823.162,1024,64.11,17.87,37.57 | |
| nest_small_jx,224,1243.46,823.5,1024,38.35,10.35,40.04 | |
| sequencer2d_m,224,1232.89,830.559,1024,38.31,6.55,14.26 | |
| vit_relpos_base_patch16_rpn_224,224,1232.22,831.004,1024,86.41,17.51,24.97 | |
| repvgg_b2,224,1228.43,833.576,1024,89.02,20.45,12.9 | |
| swin_small_patch4_window7_224,224,1226.82,834.669,1024,49.61,8.77,27.47 | |
| legacy_seresnet152,224,1220.81,838.774,1024,66.82,11.33,22.08 | |
| efficientnet_b3_g8_gn,288,1217.35,630.868,768,14.25,2.59,23.35 | |
| eca_nfnet_l1,256,1214.94,842.831,1024,41.41,9.62,22.04 | |
| mobilenetv4_hybrid_large,384,1210.73,845.759,1024,37.76,7.77,34.52 | |
| swinv2_tiny_window8_256,256,1208.62,847.237,1024,28.35,5.96,24.57 | |
| seresnet152,224,1205.5,849.426,1024,66.82,11.57,22.61 | |
| inception_v4,299,1197.2,855.32,1024,42.68,12.28,15.09 | |
| repvgg_b3g4,224,1194.99,856.9,1024,83.83,17.89,15.1 | |
| fastvit_sa24,256,1192.29,858.839,1024,21.55,3.8,24.32 | |
| resnetv2_101,288,1191.07,859.716,1024,44.54,12.94,26.83 | |
| efficientnet_lite4,380,1188.14,323.185,384,13.01,4.04,45.66 | |
| xcit_small_24_p16_224,224,1187.59,862.241,1024,47.67,9.1,23.64 | |
| mvitv2_small_cls,224,1178.05,869.223,1024,34.87,7.04,28.17 | |
| dm_nfnet_f0,256,1174.19,872.081,1024,71.49,12.62,18.05 | |
| tnt_s_patch16_224,224,1171.01,874.446,1024,23.76,5.24,24.37 | |
| regnetx_160,224,1167.74,876.901,1024,54.28,15.99,25.52 | |
| mvitv2_small,224,1166.57,877.775,1024,34.87,7.0,28.08 | |
| resnet101,288,1162.74,880.669,1024,44.55,12.95,26.83 | |
| xception41,299,1160.72,441.096,512,26.97,9.28,39.86 | |
| davit_base,224,1158.29,663.034,768,87.95,15.51,40.66 | |
| vgg19_bn,224,1153.27,887.9,1024,143.68,19.66,14.86 | |
| convnext_small,288,1152.13,888.774,1024,50.22,14.39,35.65 | |
| vit_base_patch16_reg4_gap_256,256,1148.57,891.534,1024,86.62,23.5,33.89 | |
| coat_tiny,224,1146.04,893.499,1024,5.5,4.35,27.2 | |
| pvt_v2_b4,224,1144.8,894.466,1024,62.56,10.14,53.74 | |
| cait_xxs36_224,224,1141.88,896.758,1024,17.3,3.77,30.34 | |
| nf_regnet_b4,384,1139.48,898.646,1024,30.21,4.7,28.61 | |
| tresnet_xl,224,1139.37,898.735,1024,78.44,15.2,15.34 | |
| crossvit_base_240,240,1129.38,906.68,1024,105.03,21.22,36.33 | |
| vit_small_r26_s32_384,384,1128.5,907.387,1024,36.47,10.43,29.85 | |
| vit_base_patch16_siglip_gap_256,256,1126.79,908.765,1024,85.84,23.13,33.23 | |
| dla102x2,224,1125.59,909.733,1024,41.28,9.34,29.91 | |
| resnet152d,256,1122.78,912.013,1024,60.21,15.41,30.51 | |
| vit_base_patch16_siglip_256,256,1115.06,918.328,1024,92.93,23.44,33.63 | |
| hiera_base_abswin_256,256,1108.56,923.708,1024,51.27,12.46,40.7 | |
| wide_resnet50_2,288,1108.54,923.726,1024,68.88,18.89,23.81 | |
| eva02_base_patch16_clip_224,224,1105.74,926.062,1024,86.26,17.62,26.32 | |
| tf_efficientnet_lite4,380,1103.18,348.074,384,13.01,4.04,45.66 | |
| vit_large_r50_s32_224,224,1102.83,928.511,1024,328.99,19.58,24.41 | |
| efficientnetv2_s,384,1096.79,933.624,1024,21.46,8.44,35.77 | |
| vit_betwixt_patch16_rope_reg4_gap_256,256,1096.33,934.014,1024,60.23,16.52,28.24 | |
| vgg13_bn,224,1093.1,936.772,1024,133.05,11.33,12.25 | |
| efficientvit_l2,288,1092.38,937.387,1024,63.71,11.51,32.19 | |
| hrnet_w18_ssld,288,1090.28,939.198,1024,21.3,7.14,26.96 | |
| convnext_tiny,384,1087.48,706.209,768,28.59,13.14,39.48 | |
| pvt_v2_b5,224,1085.62,943.223,1024,81.96,11.76,50.92 | |
| samvit_base_patch16_224,224,1070.47,956.58,1024,86.46,17.54,24.54 | |
| regnety_160,224,1070.01,956.986,1024,83.59,15.96,23.04 | |
| tf_efficientnetv2_s,384,1069.37,957.558,1024,21.46,8.44,35.77 | |
| cs3se_edgenet_x,320,1057.79,968.048,1024,50.72,18.01,20.21 | |
| resnetaa101d,288,1046.05,978.908,1024,44.57,15.07,29.03 | |
| regnetz_d32,320,1039.68,984.905,1024,27.58,9.33,37.08 | |
| efficientnetv2_rw_s,384,1037.06,987.392,1024,23.94,8.72,38.03 | |
| mobilenetv4_conv_aa_large,448,1034.18,742.609,768,32.59,9.63,43.94 | |
| regnetz_d8,320,1031.64,992.584,1024,23.37,6.19,37.08 | |
| seresnet101,288,1031.63,992.588,1024,49.33,12.95,26.87 | |
| vit_small_patch8_224,224,1031.53,992.686,1024,21.67,22.44,80.84 | |
| efficientvit_b3,288,1028.85,746.455,768,48.65,6.58,44.2 | |
| regnetv_064,288,1024.98,999.029,1024,30.58,10.55,27.11 | |
| regnety_064,288,1024.29,999.702,1024,30.58,10.56,27.11 | |
| poolformer_m36,224,1023.88,1000.107,1024,56.17,8.8,22.02 | |
| vgg16,224,1021.7,1002.242,1024,138.36,15.47,13.56 | |
| wide_resnet101_2,224,1020.62,1003.3,1024,126.89,22.8,21.23 | |
| rdnet_base,224,1017.24,754.976,768,87.45,15.4,31.14 | |
| dpn98,224,1014.12,1009.734,1024,61.57,11.73,25.2 | |
| resnet200,224,1013.79,1010.054,1024,64.67,15.07,32.19 | |
| convnextv2_small,224,1013.29,1010.559,1024,50.32,8.71,21.56 | |
| convnextv2_tiny,288,1011.72,759.092,768,28.64,7.39,22.21 | |
| regnetz_040,320,1006.41,508.726,512,27.12,6.35,37.78 | |
| convmixer_1024_20_ks9_p14,224,1004.68,1019.218,1024,24.38,5.55,5.51 | |
| vit_base_patch16_plus_240,240,1004.42,1019.485,1024,117.56,27.41,33.08 | |
| hgnetv2_b6,224,1002.06,1021.881,1024,75.26,16.88,21.23 | |
| regnety_080,288,1001.83,1022.121,1024,39.18,13.22,29.69 | |
| ecaresnet101d,288,1000.75,1023.221,1024,44.57,13.35,28.19 | |
| swinv2_cr_small_224,224,1000.55,1023.43,1024,49.7,9.07,50.27 | |
| regnetz_040_h,320,1000.36,511.803,512,28.94,6.43,37.94 | |
| resnest101e,256,997.21,1026.848,1024,48.28,13.38,28.66 | |
| convnext_base,256,996.66,1027.418,1024,88.59,20.09,37.55 | |
| vit_base_r50_s16_224,224,993.23,1030.967,1024,97.89,21.66,35.28 | |
| resnetrs101,288,992.71,1031.506,1024,63.62,13.56,28.53 | |
| resnetblur101d,288,992.25,1031.989,1024,44.57,15.07,29.65 | |
| efficientnet_b3_g8_gn,320,990.46,775.388,768,14.25,3.2,28.83 | |
| focalnet_base_srf,224,989.98,1034.35,1024,88.15,15.28,35.01 | |
| swinv2_cr_small_ns_224,224,989.16,1035.213,1024,49.7,9.08,50.27 | |
| regnetz_b16_evos,288,988.59,776.854,768,9.74,2.36,16.43 | |
| regnetz_c16_evos,256,986.94,778.15,768,13.49,2.48,16.57 | |
| maxvit_rmlp_small_rw_224,224,986.14,778.781,768,64.9,10.75,49.3 | |
| inception_next_base,224,985.08,1039.5,1024,86.67,14.85,25.69 | |
| seresnet152d,256,984.13,1040.502,1024,66.84,15.42,30.56 | |
| resnetrs152,256,977.43,1047.637,1024,86.62,15.59,30.83 | |
| resnet101d,320,975.08,1050.156,1024,44.57,16.48,34.77 | |
| inception_resnet_v2,299,965.48,1060.586,1024,55.84,13.18,25.06 | |
| mobilevitv2_150,384,965.44,265.153,256,10.59,9.2,54.25 | |
| resnext101_64x4d,224,959.27,1067.461,1024,83.46,15.52,31.21 | |
| resnext101_32x8d,224,954.55,1072.743,1024,88.79,16.48,31.21 | |
| nfnet_f1,224,951.44,1076.249,1024,132.63,17.87,22.94 | |
| xception65p,299,950.53,538.627,512,39.82,13.91,52.48 | |
| eva02_small_patch14_336,336,946.95,1081.358,1024,22.13,15.48,54.33 | |
| resnext101_32x4d,288,940.09,1089.251,1024,44.18,13.24,35.09 | |
| efficientnet_b4,384,937.43,409.62,384,19.34,4.51,50.04 | |
| coat_lite_medium,224,936.83,1093.037,1024,44.57,9.81,40.06 | |
| focalnet_base_lrf,224,931.65,1099.111,1024,88.75,15.43,38.13 | |
| vit_mediumd_patch16_rope_reg1_gap_256,256,927.19,1104.398,1024,63.95,17.65,37.02 | |
| repvgg_b3,224,927.07,1104.549,1024,123.09,29.16,15.1 | |
| vit_relpos_base_patch16_plus_240,240,923.53,1108.778,1024,117.38,27.3,34.33 | |
| efficientformer_l7,224,921.36,1111.391,1024,82.23,10.17,24.45 | |
| xcit_tiny_24_p16_384,384,918.06,1115.38,1024,12.12,6.87,34.29 | |
| coatnet_2_rw_224,224,914.51,559.852,512,73.87,15.09,49.22 | |
| hrnet_w40,224,911.04,1123.981,1024,57.56,12.75,25.29 | |
| efficientnetv2_m,320,906.73,1129.323,1024,54.14,11.01,39.97 | |
| cait_s24_224,224,906.1,1130.105,1024,46.92,9.35,40.58 | |
| maxvit_small_tf_224,224,903.75,566.52,512,68.93,11.66,53.17 | |
| coat_mini,224,901.59,1135.767,1024,10.34,6.82,33.68 | |
| swin_s3_small_224,224,900.95,852.422,768,49.74,9.43,37.84 | |
| seresnext101_64x4d,224,899.36,1138.577,1024,88.23,15.53,31.25 | |
| poolformerv2_s36,224,899.23,1138.739,1024,30.79,5.01,15.82 | |
| volo_d2_224,224,898.78,1139.307,1024,58.68,14.34,41.34 | |
| seresnext101_32x8d,224,896.76,1141.857,1024,93.57,16.48,31.25 | |
| mobilenetv4_conv_aa_large,480,895.59,857.521,768,32.59,11.05,50.45 | |
| gmlp_b16_224,224,892.77,1146.973,1024,73.08,15.78,30.21 | |
| mobilenetv4_hybrid_large,448,892.61,860.386,768,37.76,10.74,48.61 | |
| nest_base,224,891.48,1148.639,1024,67.72,17.96,53.39 | |
| regnetz_e8,256,885.16,1156.837,1024,57.7,9.91,40.94 | |
| nest_base_jx,224,884.72,1157.412,1024,67.72,17.96,53.39 | |
| resnetv2_50d_evos,288,884.63,1157.531,1024,25.59,7.15,19.7 | |
| seresnext101d_32x8d,224,880.67,1162.73,1024,93.59,16.72,32.05 | |
| swin_base_patch4_window7_224,224,877.35,1167.139,1024,87.77,15.47,36.63 | |
| coatnet_rmlp_2_rw_224,224,872.68,586.689,512,73.88,15.18,54.78 | |
| tf_efficientnet_b4,380,871.25,440.737,384,19.34,4.49,49.49 | |
| levit_384_s8,224,867.41,590.255,512,39.12,9.98,35.86 | |
| vit_base_patch16_rope_reg1_gap_256,256,867.28,1180.694,1024,86.43,23.22,33.39 | |
| tiny_vit_21m_384,384,864.15,592.481,512,21.23,13.77,77.83 | |
| gcvit_small,224,861.28,1188.917,1024,51.09,8.57,41.61 | |
| convnextv2_nano,384,858.36,596.473,512,15.62,7.22,24.61 | |
| crossvit_15_dagger_408,408,856.8,1195.136,1024,28.5,21.45,95.05 | |
| seresnext101_32x4d,288,853.89,1199.198,1024,48.96,13.25,35.12 | |
| coatnet_2_224,224,853.24,600.055,512,74.68,16.5,52.67 | |
| xception65,299,843.97,606.646,512,39.92,13.96,52.48 | |
| maxxvit_rmlp_small_rw_256,256,836.98,917.574,768,66.01,14.67,58.38 | |
| twins_svt_large,224,833.5,1228.541,1024,99.27,15.15,35.1 | |
| resnet50x4_clip_gap,288,832.97,1229.323,1024,65.62,19.57,34.11 | |
| levit_conv_384_s8,224,832.4,615.075,512,39.12,9.98,35.86 | |
| seresnextaa101d_32x8d,224,831.45,1231.569,1024,93.59,17.25,34.16 | |
| mvitv2_base_cls,224,829.71,1234.159,1024,65.44,10.23,40.65 | |
| hgnet_base,224,828.09,927.42,768,71.58,25.14,15.47 | |
| hrnet_w44,224,826.04,1239.642,1024,67.06,14.94,26.92 | |
| xcit_medium_24_p16_224,224,825.94,1239.785,1024,84.4,16.13,31.71 | |
| resnet200d,256,824.85,1241.424,1024,64.69,20.0,43.09 | |
| eva02_base_patch14_224,224,824.57,1241.85,1024,85.76,23.22,36.55 | |
| vit_medium_patch16_gap_384,384,824.05,1242.632,1024,39.03,26.08,67.54 | |
| fastvit_sa36,256,823.61,1243.29,1024,31.53,5.64,34.61 | |
| dm_nfnet_f1,224,823.18,1243.945,1024,132.63,17.87,22.94 | |
| caformer_s36,224,822.12,1245.551,1024,39.3,8.0,37.53 | |
| tresnet_m,448,818.79,1250.62,1024,31.39,22.99,29.21 | |
| mvitv2_base,224,817.05,1253.276,1024,51.47,10.16,40.5 | |
| resnet152,288,811.97,1261.117,1024,60.19,19.11,37.28 | |
| swinv2_base_window12_192,192,804.65,1272.585,1024,109.28,11.9,39.72 | |
| mobilevitv2_175,384,803.11,318.749,256,14.25,12.47,63.29 | |
| sequencer2d_l,224,800.9,1278.551,1024,54.3,9.74,22.12 | |
| efficientnetv2_rw_m,320,796.23,1286.05,1024,53.24,12.72,47.14 | |
| hrnet_w48_ssld,224,792.32,1292.387,1024,77.47,17.34,28.56 | |
| fastvit_mci1,256,791.46,1293.799,1024,21.54,4.72,32.84 | |
| hrnet_w48,224,790.96,1294.607,1024,77.47,17.34,28.56 | |
| resnet50x4_clip,288,789.83,1296.468,1024,87.14,21.35,35.27 | |
| convnext_base,288,788.08,1299.342,1024,88.59,25.43,47.53 | |
| swinv2_tiny_window16_256,256,783.75,653.259,512,28.35,6.68,39.02 | |
| regnety_120,288,782.19,981.843,768,51.82,20.06,35.34 | |
| poolformer_m48,224,772.39,1325.737,1024,73.47,11.59,29.17 | |
| convformer_s36,224,771.32,1327.576,1024,40.01,7.67,30.5 | |
| maxvit_rmlp_small_rw_256,256,770.25,997.069,768,64.9,14.15,66.09 | |
| xcit_small_12_p16_384,384,769.74,1330.306,1024,26.25,14.14,36.51 | |
| resnetv2_50x1_bit,448,763.06,670.968,512,25.55,16.62,44.46 | |
| tnt_b_patch16_224,224,751.21,1363.12,1024,65.41,14.09,39.01 | |
| nextvit_small,384,743.78,1376.73,1024,31.76,17.26,57.14 | |
| dpn131,224,742.22,1379.624,1024,79.25,16.09,32.97 | |
| swinv2_small_window8_256,256,741.58,1380.817,1024,49.73,11.58,40.14 | |
| eca_nfnet_l1,320,737.99,1387.537,1024,41.41,14.92,34.42 | |
| convit_base,224,737.69,1388.094,1024,86.54,17.52,31.77 | |
| swinv2_cr_small_ns_256,256,735.25,1392.717,1024,49.7,12.07,76.21 | |
| nf_regnet_b5,384,732.21,1398.493,1024,49.74,7.95,42.9 | |
| convnextv2_base,224,728.97,1053.529,768,88.72,15.38,28.75 | |
| swin_s3_base_224,224,726.96,1408.586,1024,71.13,13.69,48.26 | |
| vit_so150m_patch16_reg4_gap_256,256,726.07,1410.317,1024,134.13,36.75,53.21 | |
| swinv2_cr_base_224,224,719.8,1422.605,1024,87.88,15.86,59.66 | |
| seresnet152,288,718.93,1424.325,1024,66.82,19.11,37.34 | |
| vit_so150m_patch16_reg4_map_256,256,718.36,1425.463,1024,141.48,37.18,53.68 | |
| vitamin_base_224,224,715.12,715.949,512,87.72,22.68,52.77 | |
| ecaresnet200d,256,715.01,1432.144,1024,64.69,20.0,43.15 | |
| seresnet200d,256,714.8,1432.561,1024,71.86,20.01,43.15 | |
| swinv2_cr_base_ns_224,224,714.1,1433.953,1024,87.88,15.86,59.66 | |
| resnetrs200,256,710.99,1440.207,1024,93.21,20.18,43.42 | |
| xcit_nano_12_p8_384,384,706.26,1449.87,1024,3.05,6.34,46.08 | |
| convnext_large,224,700.67,1461.443,1024,197.77,34.4,43.13 | |
| densenet264d,224,698.28,1466.454,1024,72.74,13.57,14.0 | |
| mobilenetv4_conv_aa_large,544,697.25,550.726,384,32.59,14.19,64.79 | |
| resnet152d,320,692.74,1478.183,1024,60.21,24.08,47.67 | |
| coat_small,224,688.09,1488.162,1024,21.69,12.61,44.25 | |
| xcit_tiny_24_p8_224,224,688.06,1488.225,1024,12.11,9.21,45.39 | |
| senet154,224,671.82,1524.195,1024,115.09,20.77,38.69 | |
| maxxvitv2_rmlp_base_rw_224,224,671.73,1143.308,768,116.09,24.2,62.77 | |
| legacy_senet154,224,671.25,1525.511,1024,115.09,20.77,38.69 | |
| efficientvit_l3,224,665.72,1538.173,1024,246.04,27.62,39.16 | |
| mobilevitv2_200,384,664.44,385.277,256,18.45,16.24,72.34 | |
| dpn107,224,662.3,1546.122,1024,86.92,18.38,33.46 | |
| efficientformerv2_s2,224,659.15,1553.507,1024,12.71,1.27,11.77 | |
| xception71,299,656.41,779.991,512,42.34,18.09,69.92 | |
| regnety_160,288,653.9,1174.472,768,83.59,26.37,38.07 | |
| convnext_small,384,651.61,1178.605,768,50.22,25.58,63.37 | |
| regnety_320,224,650.19,1574.91,1024,145.05,32.34,30.26 | |
| volo_d3_224,224,645.72,1585.818,1024,86.33,20.78,60.09 | |
| fastvit_ma36,256,645.47,1586.419,1024,44.07,7.88,41.09 | |
| regnetz_d8_evos,256,644.05,1589.928,1024,23.46,4.5,24.92 | |
| convnext_base,320,637.05,1205.552,768,88.59,31.39,58.68 | |
| poolformerv2_m36,224,635.87,1610.368,1024,56.08,8.81,22.02 | |
| davit_large,224,635.02,1209.401,768,196.81,34.6,60.99 | |
| gcvit_base,224,632.31,1619.451,1024,90.32,14.87,55.48 | |
| vit_betwixt_patch16_reg4_gap_384,384,627.16,1632.736,1024,60.6,39.71,85.28 | |
| tf_efficientnetv2_m,384,625.53,1636.99,1024,54.14,15.85,57.52 | |
| regnetz_c16_evos,320,625.03,819.15,512,13.49,3.86,25.88 | |
| hgnetv2_b6,288,616.55,1245.628,768,75.26,27.9,35.09 | |
| hrnet_w64,224,612.17,1672.733,1024,128.06,28.97,35.09 | |
| seresnet152d,320,607.38,1685.905,1024,66.84,24.09,47.72 | |
| vit_large_patch32_384,384,604.74,1693.288,1024,306.63,45.31,43.86 | |
| resnetrs152,320,603.9,1695.633,1024,86.62,24.34,48.14 | |
| resnet200,288,603.31,1697.296,1024,64.67,24.91,53.21 | |
| efficientvit_l2,384,599.94,1280.123,768,63.71,20.45,57.01 | |
| crossvit_18_dagger_408,408,597.37,1714.173,1024,44.61,32.47,124.87 | |
| caformer_m36,224,590.66,1733.627,1024,56.2,13.29,50.48 | |
| regnetx_320,224,589.67,1736.551,1024,107.81,31.81,36.3 | |
| xcit_small_12_p8_224,224,588.09,1741.223,1024,26.21,18.69,47.21 | |
| resnext101_64x4d,288,587.4,1743.275,1024,83.46,25.66,51.59 | |
| fastvit_mci2,256,583.9,1753.716,1024,35.82,7.91,43.34 | |
| resnetv2_50x3_bit,224,582.22,1319.082,768,217.32,37.06,33.34 | |
| levit_conv_512_s8,224,573.27,669.829,384,74.05,21.82,52.28 | |
| rdnet_large,224,571.45,895.96,512,186.27,34.74,46.67 | |
| levit_512_s8,224,570.5,448.717,256,74.05,21.82,52.28 | |
| convnextv2_tiny,384,570.14,673.511,384,28.64,13.14,39.48 | |
| efficientnet_b5,416,567.51,451.086,256,30.39,8.27,80.68 | |
| maxvit_rmlp_base_rw_224,224,564.83,1359.676,768,116.14,23.15,92.64 | |
| nextvit_base,384,564.24,1814.832,1024,44.82,24.64,73.95 | |
| seresnet269d,256,557.61,1836.401,1024,113.67,26.59,53.6 | |
| convformer_m36,224,556.43,1840.292,1024,57.05,12.89,42.05 | |
| seresnext101_32x8d,288,545.61,1876.8,1024,93.57,27.24,51.63 | |
| vit_mediumd_patch16_reg4_gap_384,384,545.01,1878.868,1024,64.27,43.67,113.51 | |
| resnetrs270,256,542.54,1887.403,1024,129.86,27.06,55.84 | |
| efficientnetv2_m,416,542.39,1887.938,1024,54.14,18.6,67.5 | |
| efficientvit_l3,256,537.65,1428.432,768,246.04,36.06,50.98 | |
| nfnet_f2,256,537.3,1905.805,1024,193.78,33.76,41.85 | |
| seresnext101d_32x8d,288,536.93,1907.142,1024,93.59,27.64,52.95 | |
| convnext_large_mlp,256,535.86,1433.184,768,200.13,44.94,56.33 | |
| volo_d1_384,384,534.71,1915.039,1024,26.78,22.75,108.55 | |
| swinv2_base_window8_256,256,531.77,1925.628,1024,87.92,20.37,52.59 | |
| halonet_h1,256,529.72,483.267,256,8.1,3.0,51.17 | |
| resnext101_32x16d,224,523.52,1955.962,1024,194.03,36.27,51.18 | |
| eca_nfnet_l2,320,520.54,1967.185,1024,56.72,20.95,47.43 | |
| ecaresnet200d,288,520.38,1967.761,1024,64.69,25.31,54.59 | |
| seresnet200d,288,520.31,1968.044,1024,71.86,25.32,54.6 | |
| mixer_l16_224,224,519.58,1970.82,1024,208.2,44.6,41.69 | |
| caformer_s18,384,518.39,987.656,512,26.34,13.42,77.34 | |
| regnetz_e8,320,511.76,2000.937,1024,57.7,15.46,63.94 | |
| resnet200d,320,510.27,2006.761,1024,64.69,31.25,67.33 | |
| vit_base_patch16_384,384,509.98,2007.91,1024,86.86,55.54,101.56 | |
| deit_base_patch16_384,384,508.8,2012.559,1024,86.86,55.54,101.56 | |
| vit_base_patch16_clip_384,384,508.48,2013.827,1024,86.86,55.54,101.56 | |
| deit_base_distilled_patch16_384,384,508.27,2014.657,1024,87.63,55.65,101.82 | |
| maxvit_base_tf_224,224,507.09,1009.673,512,119.47,24.04,95.01 | |
| efficientnet_b5,448,506.95,504.97,256,30.39,9.59,93.56 | |
| hgnet_base,288,502.62,1018.647,512,71.58,41.55,25.57 | |
| swin_large_patch4_window7_224,224,500.32,1535.009,768,196.53,34.53,54.94 | |
| seresnextaa101d_32x8d,288,496.57,2062.142,1024,93.59,28.51,56.44 | |
| convformer_s18,384,496.26,1031.706,512,26.77,11.63,46.49 | |
| vit_base_patch16_18x2_224,224,493.7,2074.102,1024,256.73,52.51,71.38 | |
| coatnet_3_rw_224,224,492.8,519.468,256,181.81,33.44,73.83 | |
| coatnet_rmlp_3_rw_224,224,492.67,519.608,256,165.15,33.56,79.47 | |
| swinv2_small_window16_256,256,489.28,1046.418,512,49.73,12.82,66.29 | |
| vit_small_patch14_dinov2,518,488.22,1573.045,768,22.06,46.76,198.79 | |
| vit_large_patch16_224,224,486.7,2103.941,1024,304.33,61.6,63.52 | |
| deit3_base_patch16_384,384,483.16,2119.352,1024,86.88,55.54,101.56 | |
| eva_large_patch14_196,196,482.51,2122.231,1024,304.14,61.57,63.52 | |
| hrnet_w48_ssld,288,481.65,2125.993,1024,77.47,28.66,47.21 | |
| swinv2_large_window12_192,192,480.44,1065.672,512,228.77,26.17,56.53 | |
| poolformerv2_m48,224,479.37,2136.125,1024,73.35,11.59,29.17 | |
| vit_small_patch14_reg4_dinov2,518,477.58,2144.131,1024,22.06,46.95,199.77 | |
| nf_regnet_b5,456,475.93,1613.682,768,49.74,11.7,61.95 | |
| xcit_large_24_p16_224,224,474.28,2159.06,1024,189.1,35.86,47.27 | |
| nfnet_f1,320,473.95,2160.551,1024,132.63,35.97,46.77 | |
| hiera_large_224,224,472.69,2166.325,1024,213.74,40.34,83.37 | |
| coatnet_3_224,224,472.05,542.3,256,166.97,36.56,79.01 | |
| beit_large_patch16_224,224,471.9,2169.953,1024,304.43,61.6,63.52 | |
| beitv2_large_patch16_224,224,471.02,2173.984,1024,304.43,61.6,63.52 | |
| efficientnetv2_rw_m,416,467.89,1641.398,768,53.24,21.49,79.62 | |
| beit_base_patch16_384,384,466.33,2195.871,1024,86.74,55.54,101.56 | |
| deit3_large_patch16_224,224,466.0,2197.402,1024,304.37,61.6,63.52 | |
| resnetv2_101x1_bit,448,465.55,1099.773,512,44.54,31.65,64.93 | |
| vit_base_patch16_siglip_gap_384,384,464.63,2203.912,1024,86.09,55.43,101.3 | |
| dm_nfnet_f2,256,462.44,2214.346,1024,193.78,33.76,41.85 | |
| maxvit_tiny_tf_384,384,461.19,555.072,256,30.98,17.53,123.42 | |
| vit_base_patch16_siglip_384,384,459.33,2229.343,1024,93.18,56.12,102.2 | |
| nextvit_large,384,453.31,2258.917,1024,57.87,32.03,90.76 | |
| xcit_tiny_12_p8_384,384,445.81,2296.929,1024,6.71,14.13,69.14 | |
| convnext_base,384,444.68,1151.37,512,88.59,45.21,84.49 | |
| resnetv2_152x2_bit,224,443.47,2309.045,1024,236.34,46.95,45.11 | |
| convnext_xlarge,224,442.0,1737.54,768,350.2,60.98,57.5 | |
| convnextv2_base,288,441.99,1158.384,512,88.72,25.43,47.53 | |
| resnetrs200,320,441.67,2318.444,1024,93.21,31.51,67.81 | |
| efficientformerv2_l,224,430.68,2377.646,1024,26.32,2.59,18.54 | |
| tiny_vit_21m_512,512,429.7,893.628,384,21.27,27.02,177.93 | |
| convnextv2_large,224,427.59,1197.409,512,197.96,34.4,43.13 | |
| swinv2_cr_tiny_384,384,426.11,600.773,256,28.33,15.34,161.01 | |
| tf_efficientnet_b5,456,425.94,601.015,256,30.39,10.46,98.86 | |
| flexivit_large,240,425.42,2407.038,1024,304.36,70.99,75.39 | |
| caformer_b36,224,424.34,1809.846,768,98.75,23.22,67.3 | |
| convnext_large,288,423.15,1209.95,512,197.77,56.87,71.29 | |
| maxxvitv2_rmlp_large_rw_224,224,421.82,1820.649,768,215.42,44.14,87.15 | |
| swinv2_cr_large_224,224,421.57,1821.761,768,196.68,35.1,78.42 | |
| seresnextaa101d_32x8d,320,419.27,1831.76,768,93.59,35.19,69.67 | |
| tf_efficientnetv2_m,480,411.3,1867.24,768,54.14,24.76,89.84 | |
| xcit_small_24_p16_384,384,410.23,2496.154,1024,47.67,26.72,68.58 | |
| davit_huge,224,408.33,1253.884,512,348.92,61.23,81.32 | |
| regnetz_d8_evos,320,408.1,1881.86,768,23.46,7.03,38.92 | |
| tresnet_l,448,406.59,2518.499,1024,55.99,43.59,47.56 | |
| seresnet269d,288,404.46,2531.781,1024,113.67,33.65,67.81 | |
| dm_nfnet_f1,320,403.9,2535.248,1024,132.63,35.97,46.77 | |
| convformer_b36,224,402.48,1908.173,768,99.88,22.69,56.06 | |
| regnety_160,384,385.7,995.583,384,83.59,46.87,67.67 | |
| vit_large_r50_s32_384,384,380.77,2689.262,1024,329.09,57.43,76.52 | |
| volo_d4_224,224,377.23,2714.52,1024,192.96,44.34,80.22 | |
| eca_nfnet_l2,384,365.9,2098.95,768,56.72,30.05,68.28 | |
| regnety_640,224,364.69,2105.867,768,281.38,64.16,42.5 | |
| vit_base_patch8_224,224,364.14,2812.13,1024,86.58,78.22,161.69 | |
| vit_large_patch14_224,224,359.91,2845.139,1024,304.2,81.08,88.79 | |
| vit_large_patch14_clip_224,224,359.73,2846.6,1024,304.2,81.08,88.79 | |
| swinv2_base_window16_256,256,357.24,1074.897,384,87.92,22.02,84.71 | |
| swinv2_base_window12to16_192to256,256,357.13,1075.233,384,87.92,22.02,84.71 | |
| vit_large_patch16_siglip_gap_256,256,354.73,2886.676,1024,303.36,80.8,88.34 | |
| vit_large_patch16_siglip_256,256,352.45,2905.34,1024,315.96,81.34,88.88 | |
| maxvit_large_tf_224,224,347.37,1105.422,384,211.79,43.68,127.35 | |
| resnest200e,320,346.52,2955.04,1024,70.2,35.69,82.78 | |
| ecaresnet269d,320,346.03,2959.242,1024,102.09,41.53,83.69 | |
| efficientnetv2_l,384,345.28,2965.659,1024,118.52,36.1,101.16 | |
| convnext_large_mlp,320,342.48,1494.96,512,200.13,70.21,88.02 | |
| tf_efficientnetv2_l,384,341.98,2994.345,1024,118.52,36.1,101.16 | |
| efficientvit_l3,320,341.33,1500.013,512,246.04,56.32,79.34 | |
| convmixer_768_32,224,341.12,3001.86,1024,21.11,19.55,25.95 | |
| inception_next_base,384,340.77,1502.454,512,86.67,43.64,75.48 | |
| eca_nfnet_l3,352,334.48,3061.425,1024,72.04,32.57,73.12 | |
| resnetv2_101x3_bit,224,334.42,2296.52,768,387.93,71.23,48.7 | |
| vit_base_r50_s16_384,384,334.22,2297.893,768,98.95,67.43,135.03 | |
| vit_large_patch14_clip_quickgelu_224,224,325.86,3142.415,1024,303.97,81.08,88.79 | |
| repvgg_d2se,320,322.97,3170.518,1024,133.33,74.57,46.82 | |
| coat_lite_medium_384,384,313.99,1630.619,512,44.57,28.73,116.7 | |
| resnetrs350,288,312.34,3278.479,1024,163.96,43.67,87.09 | |
| vit_large_patch14_xp_224,224,310.38,3299.14,1024,304.06,81.01,88.79 | |
| nasnetalarge,331,307.5,1248.755,384,88.75,23.89,90.56 | |
| xcit_small_24_p8_224,224,306.97,3335.811,1024,47.63,35.81,90.78 | |
| tresnet_xl,448,297.76,2579.254,768,78.44,60.77,61.31 | |
| pnasnet5large,331,297.12,1292.401,384,86.06,25.04,92.89 | |
| volo_d2_384,384,296.76,3450.594,1024,58.87,46.17,184.51 | |
| maxvit_small_tf_384,384,291.09,659.588,192,69.02,35.87,183.65 | |
| vitamin_large2_224,224,290.22,1764.162,512,333.58,75.05,112.83 | |
| vitamin_large_224,224,290.09,1764.937,512,333.32,75.05,112.83 | |
| ecaresnet269d,352,288.69,3547.034,1024,102.09,50.25,101.25 | |
| coatnet_4_224,224,287.2,891.364,256,275.43,62.48,129.26 | |
| xcit_medium_24_p16_384,384,284.24,3602.53,1024,84.4,47.39,91.64 | |
| coatnet_rmlp_2_rw_384,384,282.99,678.457,192,73.88,47.69,209.43 | |
| cait_xxs24_384,384,280.88,3645.694,1024,12.03,9.63,122.66 | |
| resnetrs270,352,280.56,3649.828,1024,129.86,51.13,105.48 | |
| caformer_s36,384,275.88,1855.885,512,39.3,26.08,150.33 | |
| resnet50x16_clip_gap,384,269.91,1896.893,512,136.2,70.32,100.64 | |
| nfnet_f2,352,268.71,3810.855,1024,193.78,63.22,79.06 | |
| convnext_xlarge,288,267.69,1912.637,512,350.2,100.8,95.05 | |
| efficientnet_b6,528,265.01,482.998,128,43.04,19.4,167.39 | |
| convformer_s36,384,263.97,1939.565,512,40.01,22.54,89.62 | |
| eva02_large_patch14_224,224,260.65,3928.659,1024,303.27,81.15,97.2 | |
| swinv2_cr_small_384,384,260.05,984.414,256,49.7,29.7,298.03 | |
| maxvit_tiny_tf_512,512,259.65,739.436,192,31.05,33.49,257.59 | |
| convnextv2_large,288,259.46,986.639,256,197.96,56.87,71.29 | |
| resnet50x16_clip,384,258.3,1982.153,512,167.33,74.9,103.54 | |
| eva02_large_patch14_clip_224,224,256.99,3984.533,1024,304.11,81.18,97.2 | |
| mvitv2_large_cls,224,256.7,2991.779,768,234.58,42.17,111.69 | |
| tf_efficientnet_b6,528,254.23,503.468,128,43.04,19.4,167.39 | |
| vit_so400m_patch14_siglip_gap_224,224,251.8,4066.704,1024,412.44,109.57,106.13 | |
| resnext101_32x32d,224,251.59,2035.02,512,468.53,87.29,91.12 | |
| nfnet_f3,320,250.99,4079.757,1024,254.92,68.77,83.93 | |
| vit_so400m_patch14_siglip_224,224,250.86,4082.015,1024,427.68,110.26,106.73 | |
| vit_base_patch16_siglip_gap_512,512,250.3,2045.523,512,86.43,107.0,246.15 | |
| convnextv2_base,384,249.33,1026.75,256,88.72,45.21,84.49 | |
| mvitv2_large,224,249.02,2056.082,512,217.99,43.87,112.02 | |
| vit_base_patch16_siglip_512,512,247.63,2067.618,512,93.52,108.22,247.74 | |
| volo_d5_224,224,246.42,4155.464,1024,295.46,72.4,118.11 | |
| efficientnetv2_xl,384,242.5,4222.705,1024,208.12,52.81,139.2 | |
| convnext_large,384,238.93,1607.182,384,197.77,101.1,126.74 | |
| convnext_large_mlp,384,238.86,1607.59,384,200.13,101.11,126.74 | |
| dm_nfnet_f2,352,235.33,3263.538,768,193.78,63.22,79.06 | |
| xcit_tiny_24_p8_384,384,233.44,4386.633,1024,12.11,27.05,132.95 | |
| swin_base_patch4_window12_384,384,232.72,1100.045,256,87.9,47.19,134.78 | |
| efficientnetv2_l,480,231.29,2213.666,512,118.52,56.4,157.99 | |
| tf_efficientnetv2_xl,384,229.94,4453.261,1024,208.12,52.81,139.2 | |
| tf_efficientnetv2_l,480,229.17,2234.12,512,118.52,56.4,157.99 | |
| resnetrs420,320,226.89,4513.089,1024,191.89,64.2,126.56 | |
| vitamin_large_256,256,224.62,1709.558,384,333.38,99.0,154.99 | |
| vitamin_large2_256,256,224.19,1712.805,384,333.64,99.0,154.99 | |
| maxxvitv2_rmlp_base_rw_384,384,219.77,1747.277,384,116.09,72.98,213.74 | |
| swinv2_large_window12to16_192to256,256,218.3,1172.672,256,196.74,47.81,121.53 | |
| regnety_320,384,216.75,1771.603,384,145.05,95.0,88.87 | |
| dm_nfnet_f3,320,216.6,4727.524,1024,254.92,68.77,83.93 | |
| resmlp_big_24_224,224,215.29,4756.307,1024,129.14,100.23,87.31 | |
| efficientvit_l3,384,214.99,1786.092,384,246.04,81.08,114.02 | |
| seresnextaa201d_32x8d,320,214.12,4782.305,1024,149.39,70.22,138.71 | |
| xcit_medium_24_p8_224,224,211.66,4837.959,1024,84.32,63.53,121.23 | |
| hiera_huge_224,224,211.18,2424.411,512,672.78,124.85,150.95 | |
| eca_nfnet_l3,448,206.31,2481.677,512,72.04,52.55,118.4 | |
| caformer_m36,384,198.38,1290.465,256,56.2,42.11,196.35 | |
| xcit_small_12_p8_384,384,196.63,2603.882,512,26.21,54.92,138.29 | |
| cait_xs24_384,384,196.17,3914.895,768,26.67,19.28,183.98 | |
| rdnet_large,384,195.11,984.048,192,186.27,102.09,137.13 | |
| eva02_base_patch14_448,448,193.77,2642.327,512,87.12,107.11,259.14 | |
| maxvit_xlarge_tf_224,224,190.88,1341.125,256,506.99,97.52,191.04 | |
| focalnet_huge_fl3,224,190.8,2683.391,512,745.28,118.26,104.8 | |
| convformer_m36,384,189.9,1348.049,256,57.05,37.87,123.56 | |
| resnetrs350,384,188.33,5437.373,1024,163.96,77.59,154.74 | |
| cait_xxs36_384,384,188.29,5438.504,1024,17.37,14.35,183.7 | |
| swinv2_cr_base_384,384,185.69,1378.646,256,87.88,50.57,333.68 | |
| vit_huge_patch14_224,224,183.94,5567.143,1024,630.76,167.4,139.41 | |
| vit_huge_patch14_clip_224,224,183.87,5569.209,1024,632.05,167.4,139.41 | |
| vit_base_patch14_dinov2,518,181.94,2814.035,512,86.58,151.71,397.58 | |
| regnety_1280,224,181.49,2821.098,512,644.81,127.66,71.58 | |
| maxvit_rmlp_base_rw_384,384,181.15,2119.803,384,116.14,70.97,318.95 | |
| vit_base_patch14_reg4_dinov2,518,180.64,2834.287,512,86.58,152.25,399.53 | |
| vitamin_xlarge_256,256,180.27,1420.118,256,436.06,130.13,177.37 | |
| swinv2_cr_huge_224,224,179.14,2143.597,384,657.83,115.97,121.08 | |
| vit_huge_patch14_gap_224,224,178.21,5745.966,1024,630.76,166.73,138.74 | |
| deit3_huge_patch14_224,224,176.76,5793.252,1024,632.13,167.4,139.41 | |
| convnextv2_huge,224,175.22,1461.021,256,660.29,115.0,79.07 | |
| sam2_hiera_tiny,896,173.99,367.818,64,26.85,99.86,384.63 | |
| vit_huge_patch14_clip_quickgelu_224,224,169.48,6042.139,1024,632.08,167.4,139.41 | |
| maxvit_base_tf_384,384,163.19,1176.531,192,119.65,73.8,332.9 | |
| vit_huge_patch14_xp_224,224,162.96,6283.755,1024,631.8,167.3,139.41 | |
| maxvit_small_tf_512,512,162.91,589.27,96,69.13,67.26,383.77 | |
| xcit_large_24_p16_384,384,162.76,6291.334,1024,189.1,105.35,137.17 | |
| resnest269e,416,162.7,3146.963,512,110.93,77.69,171.98 | |
| vit_large_patch16_384,384,159.33,4820.268,768,304.72,191.21,270.24 | |
| resnetv2_152x2_bit,384,158.13,2428.302,384,236.34,136.16,132.56 | |
| eva_large_patch14_336,336,157.87,4864.597,768,304.53,191.1,270.24 | |
| vit_large_patch14_clip_336,336,157.73,4868.972,768,304.53,191.11,270.24 | |
| efficientnet_b7,600,155.34,618.001,96,66.35,38.33,289.94 | |
| convmixer_1536_20,224,153.83,6656.648,1024,51.63,48.68,33.03 | |
| coatnet_5_224,224,152.87,1255.992,192,687.47,145.49,194.24 | |
| seresnextaa201d_32x8d,384,152.07,5050.135,768,149.39,101.11,199.72 | |
| convnext_xxlarge,256,152.04,2525.627,384,846.47,198.09,124.45 | |
| deit3_large_patch16_384,384,151.9,6741.438,1024,304.76,191.21,270.24 | |
| cait_s24_384,384,150.93,3392.288,512,47.06,32.17,245.31 | |
| convnext_xlarge,384,150.77,1697.89,256,350.2,179.2,168.99 | |
| davit_giant,224,150.39,2553.341,384,1406.47,192.92,153.06 | |
| tf_efficientnet_b7,600,150.32,638.606,96,66.35,38.33,289.94 | |
| volo_d3_448,448,150.3,3406.615,512,86.63,96.33,446.83 | |
| nfnet_f3,416,148.76,3441.715,512,254.92,115.58,141.78 | |
| vit_large_patch16_siglip_gap_384,384,148.02,5188.469,768,303.69,190.85,269.55 | |
| vit_giant_patch16_gap_224,224,147.29,6952.477,1024,1011.37,202.46,139.26 | |
| vit_large_patch16_siglip_384,384,147.15,5219.006,768,316.28,192.07,270.75 | |
| sam2_hiera_small,896,147.12,435.006,64,33.95,123.99,442.63 | |
| resnetv2_50x3_bit,448,147.08,1305.439,192,217.32,145.7,133.37 | |
| beit_large_patch16_384,384,146.92,6969.565,1024,305.0,191.21,270.24 | |
| convnextv2_large,384,146.46,1310.909,192,197.96,101.1,126.74 | |
| resnetv2_152x4_bit,224,144.26,3549.137,512,936.53,186.9,90.22 | |
| efficientnetv2_xl,512,144.24,3549.736,512,208.12,93.85,247.32 | |
| vit_large_patch14_clip_quickgelu_336,336,143.45,5353.757,768,304.29,191.11,270.24 | |
| nfnet_f4,384,143.08,3578.376,512,316.07,122.14,147.57 | |
| tf_efficientnetv2_xl,512,143.04,3579.486,512,208.12,93.85,247.32 | |
| caformer_b36,384,142.66,1794.459,256,98.75,72.33,261.79 | |
| convformer_b36,384,137.39,1863.311,256,99.88,66.67,164.75 | |
| swin_large_patch4_window12_384,384,136.15,940.102,128,196.74,104.08,202.16 | |
| resnetrs420,416,133.29,7682.756,1024,191.89,108.45,213.79 | |
| dm_nfnet_f3,416,128.51,3984.046,512,254.92,115.58,141.78 | |
| regnety_640,384,127.6,2006.234,256,281.38,188.47,124.83 | |
| vitamin_large2_336,336,125.13,1534.357,192,333.83,175.72,307.47 | |
| vitamin_large_336,336,125.0,1536.041,192,333.57,175.72,307.47 | |
| dm_nfnet_f4,384,124.43,4114.62,512,316.07,122.14,147.57 | |
| focalnet_huge_fl4,224,122.1,4193.181,512,686.46,118.9,113.34 | |
| xcit_large_24_p8_224,224,120.47,4249.905,512,188.93,141.23,181.56 | |
| eva_giant_patch14_224,224,119.09,8598.315,1024,1012.56,267.18,192.64 | |
| eva_giant_patch14_clip_224,224,118.98,8606.661,1024,1012.59,267.18,192.64 | |
| vit_giant_patch14_clip_224,224,116.63,8780.15,1024,1012.65,267.18,192.64 | |
| vit_giant_patch14_224,224,116.59,8782.578,1024,1012.61,267.18,192.64 | |
| resnetv2_152x2_bit,448,115.47,2217.012,256,236.34,184.99,180.43 | |
| maxvit_large_tf_384,384,114.31,1119.749,128,212.03,132.55,445.84 | |
| eva02_large_patch14_clip_336,336,113.18,6785.716,768,304.43,191.34,289.13 | |
| swinv2_cr_large_384,384,111.86,1144.308,128,196.68,108.96,404.96 | |
| mvitv2_huge_cls,224,111.11,3456.171,384,694.8,120.67,243.63 | |
| convnextv2_huge,288,106.25,1204.727,128,660.29,190.1,130.7 | |
| xcit_small_24_p8_384,384,103.14,4964.351,512,47.63,105.24,265.91 | |
| nfnet_f5,416,101.36,5051.238,512,377.21,170.71,204.56 | |
| vitamin_xlarge_336,336,101.3,1895.3,192,436.06,230.18,347.33 | |
| efficientnet_b8,672,101.16,948.953,96,87.41,63.48,442.89 | |
| cait_s36_384,384,100.96,5071.452,512,68.37,47.99,367.4 | |
| tf_efficientnet_b8,672,98.41,975.542,96,87.41,63.48,442.89 | |
| davit_base_fl,768,97.7,1310.076,128,90.37,190.32,530.15 | |
| swinv2_base_window12to24_192to384,384,96.33,664.374,64,87.92,55.25,280.36 | |
| focalnet_large_fl3,384,94.31,4071.8,384,239.13,105.06,168.04 | |
| resnet50x64_clip_gap,448,93.27,2744.574,256,365.03,253.96,233.22 | |
| maxvit_base_tf_512,512,91.79,1045.908,96,119.88,138.02,703.99 | |
| focalnet_large_fl4,384,91.43,4199.805,384,239.32,105.2,181.78 | |
| resnet50x64_clip,448,90.11,2840.862,256,420.38,265.02,239.13 | |
| vitamin_large2_384,384,88.05,2180.459,192,333.97,234.44,440.16 | |
| vitamin_large_384,384,87.97,2182.658,192,333.71,234.44,440.16 | |
| dm_nfnet_f5,416,87.96,5820.621,512,377.21,170.71,204.56 | |
| volo_d4_448,448,86.81,5898.056,512,193.41,197.13,527.35 | |
| resnetv2_101x3_bit,448,85.75,2239.106,192,387.93,280.33,194.78 | |
| nfnet_f4,512,81.27,4725.064,384,316.07,216.26,262.26 | |
| vit_so400m_patch14_siglip_gap_384,384,81.27,6299.962,512,412.99,333.46,451.19 | |
| vit_so400m_patch14_siglip_384,384,80.82,6335.238,512,428.23,335.4,452.89 | |
| vit_huge_patch14_clip_336,336,79.74,6420.825,512,632.46,390.97,407.54 | |
| sam2_hiera_base_plus,896,77.26,828.314,64,68.68,227.48,828.88 | |
| nfnet_f6,448,75.59,6773.363,512,438.36,229.7,273.62 | |
| beit_large_patch16_512,512,75.53,6779.013,512,305.67,362.24,656.39 | |
| vitamin_xlarge_384,384,75.14,1703.48,128,436.06,306.38,493.46 | |
| xcit_medium_24_p8_384,384,71.62,5361.499,384,84.32,186.67,354.73 | |
| dm_nfnet_f4,512,70.24,5466.713,384,316.07,216.26,262.26 | |
| vit_gigantic_patch14_224,224,66.99,7643.451,512,1844.44,483.95,275.37 | |
| vit_gigantic_patch14_clip_224,224,66.83,7661.682,512,1844.91,483.96,275.37 | |
| dm_nfnet_f6,448,66.08,5811.539,384,438.36,229.7,273.62 | |
| focalnet_xlarge_fl3,384,65.69,3897.182,256,408.79,185.61,223.99 | |
| regnety_1280,384,64.85,2960.449,192,644.81,374.99,210.2 | |
| maxvit_large_tf_512,512,64.1,998.492,64,212.33,244.75,942.15 | |
| maxvit_xlarge_tf_384,384,63.88,1502.728,96,475.32,292.78,668.76 | |
| focalnet_xlarge_fl4,384,63.84,4009.787,256,409.03,185.79,242.31 | |
| vit_huge_patch14_clip_378,378,62.23,8227.954,512,632.68,503.79,572.79 | |
| eva02_large_patch14_448,448,61.3,8351.964,512,305.08,362.33,689.95 | |
| convnextv2_huge,384,61.13,1570.42,96,660.29,337.96,232.35 | |
| swinv2_large_window12to24_192to384,384,61.02,786.614,48,196.74,116.15,407.83 | |
| tf_efficientnet_l2,475,60.44,1588.24,96,480.31,172.11,609.89 | |
| nfnet_f5,544,58.88,6521.51,384,377.21,290.97,349.71 | |
| vit_large_patch14_dinov2,518,58.84,6526.064,384,304.37,507.15,1058.82 | |
| vit_large_patch14_reg4_dinov2,518,58.65,6547.461,384,304.37,508.9,1064.02 | |
| nfnet_f7,480,57.75,6649.626,384,499.5,300.08,355.86 | |
| volo_d5_448,448,57.67,4439.066,256,295.91,315.06,737.92 | |
| vit_so400m_patch14_siglip_gap_448,448,57.55,6672.399,384,413.33,487.18,764.26 | |
| vit_huge_patch14_clip_quickgelu_378,378,57.44,8913.629,512,632.68,503.79,572.79 | |
| vit_huge_patch16_gap_448,448,53.54,7172.285,384,631.67,544.7,636.83 | |
| eva_giant_patch14_336,336,51.78,9887.539,512,1013.01,620.64,550.67 | |
| swinv2_cr_giant_224,224,51.7,3713.689,192,2598.76,483.85,309.15 | |
| dm_nfnet_f5,544,51.67,4954.931,256,377.21,290.97,349.71 | |
| swinv2_cr_huge_384,384,48.44,1321.195,64,657.94,352.04,583.18 | |
| nfnet_f6,576,45.98,5567.566,256,438.36,378.69,452.2 | |
| volo_d5_512,512,44.13,5800.796,256,296.09,425.09,1105.37 | |
| xcit_large_24_p8_384,384,40.73,6285.389,256,188.93,415.0,531.82 | |
| dm_nfnet_f6,576,39.87,6420.075,256,438.36,378.69,452.2 | |
| nfnet_f7,608,36.14,7083.228,256,499.5,480.39,570.85 | |
| maxvit_xlarge_tf_512,512,35.64,1346.799,48,475.77,534.14,1413.22 | |
| regnety_2560,384,34.99,2743.264,96,1282.6,747.83,296.49 | |
| convnextv2_huge,512,34.27,1400.46,48,660.29,600.81,413.07 | |
| davit_huge_fl,768,34.25,1868.539,64,360.64,744.84,1060.3 | |
| cait_m36_384,384,33.17,7717.041,256,271.22,173.11,734.81 | |
| resnetv2_152x4_bit,480,32.37,3954.731,128,936.53,844.84,414.26 | |
| sam2_hiera_large,1024,23.78,2018.069,48,212.15,907.48,2190.34 | |
| efficientnet_l2,800,22.94,1394.635,32,480.31,479.12,1707.39 | |
| samvit_base_patch16,1024,22.72,528.058,12,89.67,486.43,1343.27 | |
| tf_efficientnet_l2,800,22.52,1420.719,32,480.31,479.12,1707.39 | |
| vit_giant_patch14_dinov2,518,17.71,7227.529,128,1136.48,1784.2,2757.89 | |
| vit_giant_patch14_reg4_dinov2,518,17.61,7266.646,128,1136.48,1790.08,2771.21 | |
| eva_giant_patch14_560,560,16.99,7533.399,128,1014.45,1906.76,2577.17 | |
| swinv2_cr_giant_384,384,14.93,2142.906,32,2598.76,1450.71,1394.86 | |
| cait_m48_448,448,14.06,9102.618,128,356.46,329.41,1708.23 | |
| samvit_large_patch16,1024,10.4,769.501,8,308.28,1493.86,2553.78 | |
| vit_so400m_patch14_siglip_gap_896,896,10.27,9344.729,96,416.87,2731.49,8492.88 | |
| samvit_huge_patch16,1024,6.35,944.29,6,637.03,2982.23,3428.16 | |