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243 lines
16 KiB
243 lines
16 KiB
model,top1,top1_err,top5,top5_err,param_count,img_size,cropt_pct,interpolation
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tf_efficientnet_l2_ns,97.780,2.220,99.890,0.110,480.31,800,0.960,bicubic
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tf_efficientnet_l2_ns_475,97.750,2.250,99.820,0.180,480.31,475,0.936,bicubic
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tf_efficientnet_b7_ns,97.200,2.800,99.700,0.300,66.35,600,0.949,bicubic
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tf_efficientnet_b6_ns,97.020,2.980,99.710,0.290,43.04,528,0.942,bicubic
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ig_resnext101_32x48d,96.970,3.030,99.670,0.330,828.41,224,0.875,bilinear
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tf_efficientnet_b5_ns,96.870,3.130,99.640,0.360,30.39,456,0.934,bicubic
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ig_resnext101_32x32d,96.780,3.220,99.530,0.470,468.53,224,0.875,bilinear
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tf_efficientnet_b4_ns,96.710,3.290,99.640,0.360,19.34,380,0.922,bicubic
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tf_efficientnet_b8,96.700,3.300,99.530,0.470,87.41,672,0.954,bicubic
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tf_efficientnet_b7,96.580,3.420,99.510,0.490,66.35,600,0.949,bicubic
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tf_efficientnet_b8_ap,96.550,3.450,99.540,0.460,87.41,672,0.954,bicubic
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ig_resnext101_32x16d,96.440,3.560,99.540,0.460,194.03,224,0.875,bilinear
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tf_efficientnet_b6_ap,96.370,3.630,99.550,0.450,43.04,528,0.942,bicubic
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tf_efficientnet_b7_ap,96.350,3.650,99.590,0.410,66.35,600,0.949,bicubic
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tf_efficientnet_b6,96.290,3.710,99.520,0.480,43.04,528,0.942,bicubic
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swsl_resnext101_32x16d,96.270,3.730,99.500,0.500,194.03,224,0.875,bilinear
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swsl_resnext101_32x8d,96.240,3.760,99.590,0.410,88.79,224,0.875,bilinear
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resnest269e,96.120,3.880,99.520,0.480,110.93,416,0.928,bicubic
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tf_efficientnet_b3_ns,96.100,3.900,99.480,0.520,12.23,300,0.904,bicubic
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tf_efficientnet_b5_ap,96.080,3.920,99.540,0.460,30.39,456,0.934,bicubic
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resnest200e,96.070,3.930,99.480,0.520,70.20,320,0.909,bicubic
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swsl_resnext101_32x4d,96.050,3.950,99.530,0.470,44.18,224,0.875,bilinear
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tf_efficientnet_b5,95.980,4.020,99.450,0.550,30.39,456,0.934,bicubic
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ig_resnext101_32x8d,95.930,4.070,99.380,0.620,88.79,224,0.875,bilinear
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swsl_resnext50_32x4d,95.620,4.380,99.440,0.560,25.03,224,0.875,bilinear
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tf_efficientnet_b4,95.590,4.410,99.330,0.670,19.34,380,0.922,bicubic
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resnest101e,95.570,4.430,99.270,0.730,48.28,256,0.875,bilinear
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tf_efficientnet_b2_ns,95.520,4.480,99.340,0.660,9.11,260,0.890,bicubic
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tresnet_xl_448,95.510,4.490,99.340,0.660,78.44,448,0.875,bilinear
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tf_efficientnet_b4_ap,95.490,4.510,99.390,0.610,19.34,380,0.922,bicubic
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tresnet_l_448,95.410,4.590,99.300,0.700,55.99,448,0.875,bilinear
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ssl_resnext101_32x16d,95.410,4.590,99.410,0.590,194.03,224,0.875,bilinear
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pnasnet5large,95.360,4.640,99.130,0.870,86.06,331,0.911,bicubic
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ssl_resnext101_32x8d,95.340,4.660,99.320,0.680,88.79,224,0.875,bilinear
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swsl_resnet50,95.200,4.800,99.390,0.610,25.56,224,0.875,bilinear
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ecaresnet101d,95.160,4.840,99.230,0.770,44.57,224,0.875,bicubic
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ssl_resnext101_32x4d,95.160,4.840,99.300,0.700,44.18,224,0.875,bilinear
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nasnetalarge,95.150,4.850,99.130,0.870,88.75,331,0.911,bicubic
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efficientnet_b3a,95.120,4.880,99.120,0.880,12.23,320,1.000,bicubic
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tresnet_xl,95.060,4.940,99.260,0.740,78.44,224,0.875,bilinear
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tf_efficientnet_b3_ap,94.970,5.030,99.110,0.890,12.23,300,0.904,bicubic
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efficientnet_b3,94.960,5.040,99.200,0.800,12.23,300,0.904,bicubic
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tf_efficientnet_b3,94.910,5.090,99.110,0.890,12.23,300,0.904,bicubic
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tresnet_l,94.900,5.100,99.030,0.970,55.99,224,0.875,bilinear
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tf_efficientnet_lite4,94.870,5.130,99.090,0.910,13.01,380,0.920,bilinear
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tf_efficientnet_b1_ns,94.860,5.140,99.250,0.750,7.79,240,0.882,bicubic
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gluon_resnet152_v1s,94.720,5.280,99.060,0.940,60.32,224,0.875,bicubic
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gluon_senet154,94.710,5.290,98.970,1.030,115.09,224,0.875,bicubic
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resnest50d_4s2x40d,94.710,5.290,99.130,0.870,30.42,224,0.875,bicubic
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ssl_resnext50_32x4d,94.700,5.300,99.240,0.760,25.03,224,0.875,bilinear
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rexnet_200,94.660,5.340,99.090,0.910,16.37,224,0.875,bicubic
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tresnet_m_448,94.660,5.340,99.150,0.850,31.39,448,0.875,bilinear
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gluon_seresnext101_64x4d,94.650,5.350,98.980,1.020,88.23,224,0.875,bicubic
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resnest50d,94.620,5.380,99.030,0.970,27.48,224,0.875,bilinear
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efficientnet_b3_pruned,94.580,5.420,99.070,0.930,9.86,300,0.904,bicubic
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regnety_320,94.520,5.480,99.170,0.830,145.05,224,0.875,bicubic
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ecaresnet101d_pruned,94.450,5.550,99.100,0.900,24.88,224,0.875,bicubic
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gluon_seresnext101_32x4d,94.450,5.550,99.090,0.910,48.96,224,0.875,bicubic
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tf_efficientnet_el,94.450,5.550,99.080,0.920,10.59,300,0.904,bicubic
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gluon_resnet152_v1d,94.440,5.560,99.010,0.990,60.21,224,0.875,bicubic
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resnest50d_1s4x24d,94.390,5.610,99.070,0.930,25.68,224,0.875,bicubic
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inception_v4,94.380,5.620,98.820,1.180,42.68,299,0.875,bicubic
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efficientnet_b2a,94.370,5.630,99.050,0.950,9.11,288,1.000,bicubic
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gluon_resnext101_64x4d,94.350,5.650,98.880,1.120,83.46,224,0.875,bicubic
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efficientnet_b2,94.340,5.660,99.100,0.900,9.11,260,0.875,bicubic
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inception_resnet_v2,94.340,5.660,98.800,1.200,55.84,299,0.897,bicubic
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ssl_resnet50,94.310,5.690,99.150,0.850,25.56,224,0.875,bilinear
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regnetx_120,94.270,5.730,99.190,0.810,46.11,224,0.875,bicubic
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rexnet_150,94.270,5.730,99.080,0.920,9.73,224,0.875,bicubic
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tf_efficientnet_b2_ap,94.270,5.730,98.950,1.050,9.11,260,0.890,bicubic
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mixnet_xl,94.230,5.770,98.820,1.180,11.90,224,0.875,bicubic
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regnetx_320,94.210,5.790,99.050,0.950,107.81,224,0.875,bicubic
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tf_efficientnet_b2,94.210,5.790,99.030,0.970,9.11,260,0.890,bicubic
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dpn92,94.190,5.810,98.930,1.070,37.67,224,0.875,bicubic
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ecaresnet50d,94.190,5.810,99.020,0.980,25.58,224,0.875,bicubic
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gluon_seresnext50_32x4d,94.170,5.830,98.910,1.090,27.56,224,0.875,bicubic
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gluon_resnet101_v1d,94.170,5.830,98.940,1.060,44.57,224,0.875,bicubic
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gluon_resnet101_v1s,94.170,5.830,99.010,0.990,44.67,224,0.875,bicubic
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ecaresnetlight,94.140,5.860,98.950,1.050,30.16,224,0.875,bicubic
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regnety_064,94.140,5.860,99.030,0.970,30.58,224,0.875,bicubic
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ens_adv_inception_resnet_v2,94.130,5.870,98.790,1.210,55.84,299,0.897,bicubic
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tf_efficientnet_lite3,94.130,5.870,98.960,1.040,8.20,300,0.904,bilinear
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gluon_resnext101_32x4d,94.120,5.880,98.930,1.070,44.18,224,0.875,bicubic
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regnety_160,94.120,5.880,99.020,0.980,83.59,224,0.875,bicubic
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cspdarknet53,94.090,5.910,98.980,1.020,27.64,256,0.887,bilinear
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seresnet50,94.080,5.920,98.970,1.030,28.09,224,0.875,bicubic
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tresnet_m,94.070,5.930,98.830,1.170,31.39,224,0.875,bilinear
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gluon_resnet152_v1b,94.030,5.970,98.740,1.260,60.19,224,0.875,bicubic
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hrnet_w48,94.030,5.970,99.040,0.960,77.47,224,0.875,bilinear
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regnety_120,94.010,5.990,99.030,0.970,51.82,224,0.875,bicubic
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gluon_xception65,94.010,5.990,99.020,0.980,39.92,299,0.903,bicubic
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dla102x2,94.000,6.000,99.030,0.970,41.28,224,0.875,bilinear
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dpn107,93.960,6.040,98.840,1.160,86.92,224,0.875,bicubic
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skresnext50_32x4d,93.950,6.050,98.820,1.180,27.48,224,0.875,bicubic
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dpn98,93.940,6.060,98.920,1.080,61.57,224,0.875,bicubic
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regnety_080,93.890,6.110,99.000,1.000,39.18,224,0.875,bicubic
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xception71,93.890,6.110,98.950,1.050,42.34,299,0.903,bicubic
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gluon_resnet152_v1c,93.880,6.120,98.800,1.200,60.21,224,0.875,bicubic
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regnetx_160,93.880,6.120,99.090,0.910,54.28,224,0.875,bicubic
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ese_vovnet39b,93.850,6.150,98.900,1.100,24.57,224,0.875,bicubic
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resnext50_32x4d,93.840,6.160,98.830,1.170,25.03,224,0.875,bicubic
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hrnet_w64,93.830,6.170,98.930,1.070,128.06,224,0.875,bilinear
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ecaresnet50d_pruned,93.820,6.180,99.000,1.000,19.94,224,0.875,bicubic
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resnext50d_32x4d,93.810,6.190,98.740,1.260,25.05,224,0.875,bicubic
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efficientnet_b2_pruned,93.800,6.200,98.910,1.090,8.31,260,0.890,bicubic
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dla169,93.800,6.200,98.840,1.160,53.39,224,0.875,bilinear
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regnetx_080,93.790,6.210,98.910,1.090,39.57,224,0.875,bicubic
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resnext101_32x8d,93.770,6.230,98.950,1.050,88.79,224,0.875,bilinear
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cspresnext50,93.760,6.240,98.840,1.160,20.57,224,0.875,bilinear
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dpn131,93.760,6.240,98.800,1.200,79.25,224,0.875,bicubic
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gluon_resnet101_v1b,93.760,6.240,98.700,1.300,44.55,224,0.875,bicubic
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xception65,93.760,6.240,98.860,1.140,39.92,299,0.903,bicubic
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tf_efficientnet_b0_ns,93.740,6.260,98.980,1.020,5.29,224,0.875,bicubic
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wide_resnet101_2,93.730,6.270,98.810,1.190,126.89,224,0.875,bilinear
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hrnet_w40,93.710,6.290,98.800,1.200,57.56,224,0.875,bilinear
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resnetblur50,93.710,6.290,98.810,1.190,25.56,224,0.875,bicubic
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tf_efficientnet_b1,93.710,6.290,98.800,1.200,7.79,240,0.882,bicubic
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gluon_resnet101_v1c,93.690,6.310,98.760,1.240,44.57,224,0.875,bicubic
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regnetx_040,93.680,6.320,98.940,1.060,22.12,224,0.875,bicubic
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rexnet_130,93.670,6.330,98.710,1.290,7.56,224,0.875,bicubic
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gluon_resnext50_32x4d,93.650,6.350,98.690,1.310,25.03,224,0.875,bicubic
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xception,93.640,6.360,98.770,1.230,22.86,299,0.897,bicubic
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regnetx_064,93.630,6.370,99.050,0.950,26.21,224,0.875,bicubic
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tf_efficientnet_b1_ap,93.630,6.370,98.800,1.200,7.79,240,0.882,bicubic
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dpn68b,93.620,6.380,98.700,1.300,12.61,224,0.875,bicubic
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hrnet_w44,93.620,6.380,98.960,1.040,67.06,224,0.875,bilinear
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regnety_040,93.620,6.380,98.950,1.050,20.65,224,0.875,bicubic
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gluon_resnet50_v1s,93.590,6.410,98.840,1.160,25.68,224,0.875,bicubic
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res2net50_26w_6s,93.590,6.410,98.750,1.250,37.05,224,0.875,bilinear
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dla60_res2next,93.570,6.430,98.800,1.200,17.03,224,0.875,bilinear
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tf_efficientnet_cc_b1_8e,93.570,6.430,98.690,1.310,39.72,240,0.882,bicubic
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gluon_inception_v3,93.540,6.460,98.830,1.170,23.83,299,0.875,bicubic
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dla102x,93.530,6.470,98.850,1.150,26.31,224,0.875,bilinear
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gluon_resnet50_v1d,93.530,6.470,98.710,1.290,25.58,224,0.875,bicubic
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res2net101_26w_4s,93.520,6.480,98.600,1.400,45.21,224,0.875,bilinear
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selecsls60b,93.500,6.500,98.840,1.160,32.77,224,0.875,bicubic
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xception41,93.480,6.520,98.750,1.250,26.97,299,0.903,bicubic
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tf_efficientnet_em,93.470,6.530,98.750,1.250,6.90,240,0.882,bicubic
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regnety_032,93.460,6.540,98.950,1.050,19.44,224,0.875,bicubic
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resnet50,93.460,6.540,98.600,1.400,25.56,224,0.875,bicubic
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wide_resnet50_2,93.460,6.540,98.950,1.050,68.88,224,0.875,bilinear
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res2net50_26w_8s,93.450,6.550,98.700,1.300,48.40,224,0.875,bilinear
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dla60_res2net,93.380,6.620,98.860,1.140,20.85,224,0.875,bilinear
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hrnet_w30,93.370,6.630,98.830,1.170,37.71,224,0.875,bilinear
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dla102,93.260,6.740,98.780,1.220,33.27,224,0.875,bilinear
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mixnet_l,93.260,6.740,98.700,1.300,7.33,224,0.875,bicubic
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regnetx_032,93.250,6.750,98.730,1.270,15.30,224,0.875,bicubic
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resnest26d,93.240,6.760,98.850,1.150,17.07,224,0.875,bilinear
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resnet152,93.240,6.760,98.750,1.250,60.19,224,0.875,bilinear
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tf_inception_v3,93.200,6.800,98.480,1.520,23.83,299,0.875,bicubic
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dla60x,93.190,6.810,98.710,1.290,17.35,224,0.875,bilinear
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res2net50_26w_4s,93.180,6.820,98.670,1.330,25.70,224,0.875,bilinear
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res2next50,93.150,6.850,98.660,1.340,24.67,224,0.875,bilinear
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efficientnet_b1,93.060,6.940,98.540,1.460,7.79,240,0.875,bicubic
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tf_mixnet_l,93.040,6.960,98.540,1.460,7.33,224,0.875,bicubic
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res2net50_14w_8s,93.030,6.970,98.700,1.300,25.06,224,0.875,bilinear
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adv_inception_v3,93.010,6.990,98.490,1.510,23.83,299,0.875,bicubic
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selecsls60,93.010,6.990,98.830,1.170,30.67,224,0.875,bicubic
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regnety_016,93.000,7.000,98.680,1.320,11.20,224,0.875,bicubic
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efficientnet_b1_pruned,92.980,7.020,98.530,1.470,6.33,240,0.882,bicubic
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seresnext26t_32x4d,92.960,7.040,98.480,1.520,16.82,224,0.875,bicubic
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hrnet_w32,92.950,7.050,98.840,1.160,41.23,224,0.875,bilinear
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efficientnet_es,92.910,7.090,98.690,1.310,5.44,224,0.875,bicubic
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gluon_resnet50_v1c,92.910,7.090,98.710,1.290,25.58,224,0.875,bicubic
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inception_v3,92.900,7.100,98.330,1.670,23.83,299,0.875,bicubic
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tv_resnext50_32x4d,92.900,7.100,98.720,1.280,25.03,224,0.875,bilinear
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densenet161,92.900,7.100,98.810,1.190,28.68,224,0.875,bicubic
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resnet101,92.880,7.120,98.660,1.340,44.55,224,0.875,bilinear
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tf_efficientnet_cc_b0_8e,92.870,7.130,98.460,1.540,24.01,224,0.875,bicubic
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rexnet_100,92.850,7.150,98.620,1.380,4.80,224,0.875,bicubic
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tf_efficientnet_cc_b0_4e,92.840,7.160,98.440,1.560,13.31,224,0.875,bicubic
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seresnext26tn_32x4d,92.820,7.180,98.560,1.440,16.81,224,0.875,bicubic
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res2net50_48w_2s,92.790,7.210,98.470,1.530,25.29,224,0.875,bilinear
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hrnet_w18,92.760,7.240,98.660,1.340,21.30,224,0.875,bilinear
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densenet201,92.690,7.310,98.650,1.350,20.01,224,0.875,bicubic
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dla60,92.670,7.330,98.630,1.370,22.04,224,0.875,bilinear
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mobilenetv2_120d,92.610,7.390,98.510,1.490,5.83,224,0.875,bicubic
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tf_efficientnet_b0_ap,92.610,7.390,98.370,1.630,5.29,224,0.875,bicubic
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tf_efficientnet_lite2,92.590,7.410,98.550,1.450,6.09,260,0.890,bicubic
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skresnet34,92.570,7.430,98.520,1.480,22.28,224,0.875,bicubic
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gluon_resnet50_v1b,92.560,7.440,98.550,1.450,25.56,224,0.875,bicubic
|
|
tf_efficientnet_es,92.550,7.450,98.510,1.490,5.44,224,0.875,bicubic
|
|
regnetx_016,92.540,7.460,98.550,1.450,9.19,224,0.875,bicubic
|
|
efficientnet_b0,92.480,7.520,98.680,1.320,5.29,224,0.875,bicubic
|
|
selecsls42b,92.480,7.520,98.440,1.560,32.46,224,0.875,bicubic
|
|
seresnext26d_32x4d,92.440,7.560,98.540,1.460,16.81,224,0.875,bicubic
|
|
densenetblur121d,92.400,7.600,98.410,1.590,8.00,224,0.875,bicubic
|
|
tf_efficientnet_b0,92.400,7.600,98.470,1.530,5.29,224,0.875,bicubic
|
|
tf_efficientnet_lite1,92.310,7.690,98.490,1.510,5.42,240,0.882,bicubic
|
|
densenet169,92.300,7.700,98.590,1.410,14.15,224,0.875,bicubic
|
|
mixnet_m,92.270,7.730,98.350,1.650,5.01,224,0.875,bicubic
|
|
dpn68,92.240,7.760,98.610,1.390,12.61,224,0.875,bicubic
|
|
resnet26d,92.230,7.770,98.450,1.550,16.01,224,0.875,bicubic
|
|
tf_mixnet_m,92.200,7.800,98.420,1.580,5.01,224,0.875,bicubic
|
|
tv_resnet50,92.140,7.860,98.420,1.580,25.56,224,0.875,bilinear
|
|
mobilenetv2_140,92.030,7.970,98.250,1.750,6.11,224,0.875,bicubic
|
|
ese_vovnet19b_dw,92.010,7.990,98.510,1.490,6.54,224,0.875,bicubic
|
|
densenet121,91.940,8.060,98.280,1.720,7.98,224,0.875,bicubic
|
|
regnety_008,91.900,8.100,98.420,1.580,6.26,224,0.875,bicubic
|
|
mixnet_s,91.780,8.220,98.300,1.700,4.13,224,0.875,bicubic
|
|
tf_mixnet_s,91.680,8.320,98.240,1.760,4.13,224,0.875,bicubic
|
|
semnasnet_100,91.660,8.340,98.270,1.730,3.89,224,0.875,bicubic
|
|
regnety_006,91.570,8.430,98.430,1.570,6.06,224,0.875,bicubic
|
|
mobilenetv3_rw,91.550,8.450,98.270,1.730,5.48,224,0.875,bicubic
|
|
mobilenetv3_large_100,91.480,8.520,98.320,1.680,5.48,224,0.875,bicubic
|
|
resnet26,91.440,8.560,98.280,1.720,16.00,224,0.875,bicubic
|
|
tf_mobilenetv3_large_100,91.420,8.580,98.260,1.740,5.48,224,0.875,bilinear
|
|
tv_densenet121,91.400,8.600,98.250,1.750,7.98,224,0.875,bicubic
|
|
mobilenetv2_110d,91.350,8.650,98.190,1.810,4.52,224,0.875,bicubic
|
|
tf_efficientnet_lite0,91.300,8.700,98.090,1.910,4.65,224,0.875,bicubic
|
|
fbnetc_100,91.270,8.730,97.830,2.170,5.57,224,0.875,bilinear
|
|
efficientnet_lite0,91.260,8.740,98.250,1.750,4.65,224,0.875,bicubic
|
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dla34,91.240,8.760,98.180,1.820,15.74,224,0.875,bilinear
|
|
mnasnet_100,91.200,8.800,98.050,1.950,4.38,224,0.875,bicubic
|
|
resnet34,91.200,8.800,98.240,1.760,21.80,224,0.875,bilinear
|
|
regnetx_008,91.180,8.820,98.380,1.620,7.26,224,0.875,bicubic
|
|
hrnet_w18_small_v2,91.170,8.830,98.340,1.660,15.60,224,0.875,bilinear
|
|
resnest14d,91.130,8.870,98.330,1.670,10.61,224,0.875,bilinear
|
|
gluon_resnet34_v1b,91.100,8.900,98.180,1.820,21.80,224,0.875,bicubic
|
|
swsl_resnet18,91.090,8.910,98.210,1.790,11.69,224,0.875,bilinear
|
|
regnety_004,90.780,9.220,98.080,1.920,4.34,224,0.875,bicubic
|
|
regnetx_006,90.760,9.240,98.100,1.900,6.20,224,0.875,bicubic
|
|
ssl_resnet18,90.700,9.300,98.020,1.980,11.69,224,0.875,bilinear
|
|
spnasnet_100,90.610,9.390,97.950,2.050,4.42,224,0.875,bilinear
|
|
tf_mobilenetv3_large_075,90.320,9.680,97.870,2.130,3.99,224,0.875,bilinear
|
|
tv_resnet34,90.290,9.710,97.980,2.020,21.80,224,0.875,bilinear
|
|
skresnet18,90.160,9.840,97.780,2.220,11.96,224,0.875,bicubic
|
|
hrnet_w18_small,89.880,10.120,97.900,2.100,13.19,224,0.875,bilinear
|
|
mobilenetv2_100,89.830,10.170,97.830,2.170,3.50,224,0.875,bicubic
|
|
regnetx_004,89.460,10.540,97.770,2.230,5.16,224,0.875,bicubic
|
|
tf_mobilenetv3_large_minimal_100,89.180,10.820,97.320,2.680,3.92,224,0.875,bilinear
|
|
gluon_resnet18_v1b,88.660,11.340,97.100,2.900,11.69,224,0.875,bicubic
|
|
regnety_002,88.200,11.800,97.430,2.570,3.16,224,0.875,bicubic
|
|
resnet18,88.150,11.850,97.120,2.880,11.69,224,0.875,bilinear
|
|
regnetx_002,87.380,12.620,96.990,3.010,2.68,224,0.875,bicubic
|
|
dla60x_c,87.110,12.890,97.140,2.860,1.32,224,0.875,bilinear
|
|
tf_mobilenetv3_small_100,85.960,14.040,96.400,3.600,2.54,224,0.875,bilinear
|
|
dla46x_c,85.480,14.520,96.440,3.560,1.07,224,0.875,bilinear
|
|
dla46_c,84.660,15.340,96.200,3.800,1.30,224,0.875,bilinear
|
|
tf_mobilenetv3_small_075,84.530,15.470,95.890,4.110,2.04,224,0.875,bilinear
|
|
tf_mobilenetv3_small_minimal_100,82.670,17.330,95.000,5.000,2.04,224,0.875,bilinear
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