Update results csvs with latest run

results/results-imagenet-a-clean.csv

@@ -10,10 +10,12 @@ swsl_resnext101_32x8d,97.200,2.800,99.570,0.430,88.79,224,0.875,bilinear
 tf_efficientnet_b7_ap,97.200,2.800,99.540,0.460,66.35,600,0.949,bicubic
 tf_efficientnet_b8,97.200,2.800,99.500,0.500,87.41,672,0.954,bicubic
 tf_efficientnet_b8_ap,97.110,2.890,99.660,0.340,87.41,672,0.954,bicubic
+vit_large_patch16_384,97.110,2.890,99.640,0.360,304.72,384,1.000,bicubic
 tf_efficientnet_b6_ap,97.080,2.920,99.620,0.380,43.04,528,0.942,bicubic
 tf_efficientnet_b7,97.010,2.990,99.520,0.480,66.35,600,0.949,bicubic
 tf_efficientnet_b4_ns,96.950,3.050,99.580,0.420,19.34,380,0.922,bicubic
 ig_resnext101_32x16d,96.820,3.180,99.590,0.410,194.03,224,0.875,bilinear
+vit_base_patch16_384,96.700,3.300,99.510,0.490,86.86,384,1.000,bicubic
 tf_efficientnet_b5_ap,96.680,3.320,99.460,0.540,30.39,456,0.934,bicubic
 tf_efficientnet_b6,96.670,3.330,99.370,0.630,43.04,528,0.942,bicubic
 resnest200e,96.610,3.390,99.350,0.650,70.20,320,0.909,bicubic
@@ -29,22 +31,28 @@ tf_efficientnet_b4,95.900,4.100,99.170,0.830,19.34,380,0.922,bicubic
 swsl_resnext50_32x4d,95.870,4.130,99.250,0.750,25.03,224,0.875,bilinear
 resnest101e,95.860,4.140,99.210,0.790,48.28,256,0.875,bilinear
 tresnet_l_448,95.860,4.140,99.120,0.880,55.99,448,0.875,bilinear
+vit_large_patch32_384,95.830,4.170,99.150,0.850,306.63,384,1.000,bicubic
+vit_base_patch32_384,95.810,4.190,99.150,0.850,88.30,384,1.000,bicubic
 ssl_resnext101_32x16d,95.800,4.200,99.180,0.820,194.03,224,0.875,bilinear
 tf_efficientnet_b2_ns,95.770,4.230,99.120,0.880,9.11,260,0.890,bicubic
+efficientnet_b3a,95.710,4.290,99.040,0.960,12.23,320,1.000,bicubic
 pnasnet5large,95.710,4.290,98.920,1.080,86.06,331,0.911,bicubic
 nasnetalarge,95.680,4.320,98.930,1.070,88.75,331,0.911,bicubic
+efficientnet_b3,95.580,4.420,99.100,0.900,12.23,300,0.904,bicubic
 ecaresnet101d,95.530,4.470,99.130,0.870,44.57,224,0.875,bicubic
 ssl_resnext101_32x8d,95.470,4.530,99.110,0.890,88.79,224,0.875,bilinear
 ssl_resnext101_32x4d,95.440,4.560,99.130,0.870,44.18,224,0.875,bilinear
 tresnet_xl,95.440,4.560,99.050,0.950,78.44,224,0.875,bilinear
 swsl_resnet50,95.410,4.590,99.290,0.710,25.56,224,0.875,bilinear
+regnety_032,95.360,4.640,99.080,0.920,19.44,224,0.875,bicubic
 tf_efficientnet_b3_ap,95.320,4.680,98.900,1.100,12.23,300,0.904,bicubic
 tresnet_l,95.290,4.710,99.010,0.990,55.99,224,0.875,bilinear
-efficientnet_b3a,95.260,4.740,98.930,1.070,12.23,320,1.000,bicubic
 tf_efficientnet_b1_ns,95.170,4.830,99.110,0.890,7.79,240,0.882,bicubic
+wide_resnet50_2,95.080,4.920,98.970,1.030,68.88,224,0.875,bicubic
 ecaresnet101d_pruned,95.080,4.920,98.980,1.020,24.88,224,0.875,bicubic
-efficientnet_b3,95.080,4.920,98.980,1.020,12.23,300,0.904,bicubic
+legacy_senet154,95.070,4.930,98.830,1.170,115.09,224,0.875,bilinear
 gluon_resnet152_v1s,95.040,4.960,98.930,1.070,60.32,224,0.875,bicubic
+seresnext50_32x4d,95.040,4.960,98.880,1.120,27.56,224,0.875,bicubic
 tf_efficientnet_b3,95.010,4.990,98.910,1.090,12.23,300,0.904,bicubic
 tresnet_m_448,94.990,5.010,98.980,1.020,31.39,448,0.875,bilinear
 resnest50d_4s2x40d,94.960,5.040,99.070,0.930,30.42,224,0.875,bicubic
@@ -72,23 +80,25 @@ inception_resnet_v2,94.540,5.460,98.790,1.210,55.84,299,0.897,bicubic
 regnety_320,94.540,5.460,98.850,1.150,145.05,224,0.875,bicubic
 gluon_resnext101_32x4d,94.530,5.470,98.630,1.370,44.18,224,0.875,bicubic
 tf_efficientnet_b2_ap,94.490,5.510,98.620,1.380,9.11,260,0.890,bicubic
-regnety_120,94.480,5.520,98.810,1.190,51.82,224,0.875,bicubic
 rexnet_150,94.480,5.520,98.790,1.210,9.73,224,0.875,bicubic
+regnety_120,94.480,5.520,98.810,1.190,51.82,224,0.875,bicubic
 cspresnext50,94.480,5.520,98.680,1.320,20.57,224,0.875,bilinear
 regnetx_320,94.460,5.540,98.740,1.260,107.81,224,0.875,bicubic
 ssl_resnet50,94.450,5.550,98.920,1.080,25.56,224,0.875,bilinear
 inception_v4,94.380,5.620,98.580,1.420,42.68,299,0.875,bicubic
+legacy_seresnext101_32x4d,94.370,5.630,98.650,1.350,48.96,224,0.875,bilinear
 tf_efficientnet_b2,94.360,5.640,98.610,1.390,9.11,260,0.890,bicubic
-gluon_seresnext50_32x4d,94.340,5.660,98.610,1.390,27.56,224,0.875,bicubic
 regnety_160,94.340,5.660,98.850,1.150,83.59,224,0.875,bicubic
+gluon_seresnext50_32x4d,94.340,5.660,98.610,1.390,27.56,224,0.875,bicubic
 dpn107,94.310,5.690,98.480,1.520,86.92,224,0.875,bicubic
 xception71,94.280,5.720,98.640,1.360,42.34,299,0.903,bicubic
 gluon_xception65,94.260,5.740,98.570,1.430,39.92,299,0.903,bicubic
+resnet50d,94.260,5.740,98.720,1.280,25.58,224,0.875,bicubic
 skresnext50_32x4d,94.260,5.740,98.460,1.540,27.48,224,0.875,bicubic
 regnetx_120,94.240,5.760,98.650,1.350,46.11,224,0.875,bicubic
 dpn92,94.230,5.770,98.730,1.270,37.67,224,0.875,bicubic
-ecaresnet50d_pruned,94.220,5.780,98.730,1.270,19.94,224,0.875,bicubic
 gluon_resnet101_v1d,94.220,5.780,98.550,1.450,44.57,224,0.875,bicubic
+ecaresnet50d_pruned,94.220,5.780,98.730,1.270,19.94,224,0.875,bicubic
 tf_efficientnet_lite3,94.200,5.800,98.640,1.360,8.20,300,0.904,bilinear
 mixnet_xl,94.190,5.810,98.340,1.660,11.90,224,0.875,bicubic
 resnext50d_32x4d,94.180,5.820,98.570,1.430,25.05,224,0.875,bicubic
@@ -112,13 +122,17 @@ tf_efficientnet_cc_b1_8e,93.900,6.100,98.260,1.740,39.72,240,0.882,bicubic
 regnetx_064,93.890,6.110,98.630,1.370,26.21,224,0.875,bicubic
 regnetx_080,93.870,6.130,98.520,1.480,39.57,224,0.875,bicubic
 regnety_040,93.860,6.140,98.650,1.350,20.65,224,0.875,bicubic
+efficientnet_em,93.840,6.160,98.810,1.190,6.90,240,0.882,bicubic
 resnext101_32x8d,93.830,6.170,98.580,1.420,88.79,224,0.875,bilinear
 gluon_resnext50_32x4d,93.810,6.190,98.410,1.590,25.03,224,0.875,bicubic
 resnet50,93.810,6.190,98.390,1.610,25.56,224,0.875,bicubic
+vit_base_patch16_224,93.800,6.200,98.470,1.530,86.54,224,0.900,bicubic
 gluon_resnet50_v1d,93.770,6.230,98.390,1.610,25.58,224,0.875,bicubic
 xception65,93.760,6.240,98.370,1.630,39.92,299,0.903,bicubic
-gluon_resnet101_v1b,93.750,6.250,98.380,1.620,44.55,224,0.875,bicubic
 res2net101_26w_4s,93.750,6.250,98.310,1.690,45.21,224,0.875,bilinear
+gluon_resnet101_v1b,93.750,6.250,98.380,1.620,44.55,224,0.875,bicubic
+cspresnet50,93.740,6.260,98.640,1.360,21.62,256,0.887,bilinear
+legacy_seresnext50_32x4d,93.730,6.270,98.580,1.420,27.56,224,0.875,bilinear
 wide_resnet101_2,93.720,6.280,98.540,1.460,126.89,224,0.875,bilinear
 dpn68b,93.690,6.310,98.510,1.490,12.61,224,0.875,bicubic
 tf_efficientnet_b1_ap,93.690,6.310,98.360,1.640,7.79,240,0.882,bicubic
@@ -133,23 +147,23 @@ dla102x,93.520,6.480,98.510,1.490,26.31,224,0.875,bilinear
 tf_efficientnet_b1,93.500,6.500,98.360,1.640,7.79,240,0.882,bicubic
 hrnet_w40,93.490,6.510,98.580,1.420,57.56,224,0.875,bilinear
 tf_efficientnet_em,93.480,6.520,98.440,1.560,6.90,240,0.882,bicubic
-gluon_inception_v3,93.460,6.540,98.570,1.430,23.83,299,0.875,bicubic
 xception,93.460,6.540,98.530,1.470,22.86,299,0.897,bicubic
+gluon_inception_v3,93.460,6.540,98.570,1.430,23.83,299,0.875,bicubic
 mixnet_l,93.450,6.550,98.220,1.780,7.33,224,0.875,bicubic
 xception41,93.430,6.570,98.430,1.570,26.97,299,0.903,bicubic
 res2net50_26w_6s,93.410,6.590,98.280,1.720,37.05,224,0.875,bilinear
-regnety_032,93.390,6.610,98.640,1.360,19.44,224,0.875,bicubic
+legacy_seresnet152,93.400,6.600,98.350,1.650,66.82,224,0.875,bilinear
 dla169,93.340,6.660,98.600,1.400,53.39,224,0.875,bilinear
 resnest26d,93.330,6.670,98.630,1.370,17.07,224,0.875,bilinear
 tf_inception_v3,93.320,6.680,98.030,1.970,23.83,299,0.875,bicubic
 tf_mixnet_l,93.310,6.690,98.030,1.970,7.33,224,0.875,bicubic
-resnet152,93.300,6.700,98.390,1.610,60.19,224,0.875,bilinear
 selecsls60b,93.300,6.700,98.280,1.720,32.77,224,0.875,bicubic
+tv_resnet152,93.300,6.700,98.390,1.610,60.19,224,0.875,bilinear
+legacy_seresnet101,93.280,6.720,98.510,1.490,49.33,224,0.875,bilinear
 efficientnet_b1,93.260,6.740,98.170,1.830,7.79,240,0.875,bicubic
 hrnet_w30,93.200,6.800,98.410,1.590,37.71,224,0.875,bilinear
-dla60_res2net,93.180,6.820,98.420,1.580,20.85,224,0.875,bilinear
 dla60_res2next,93.180,6.820,98.410,1.590,17.03,224,0.875,bilinear
-wide_resnet50_2,93.170,6.830,98.350,1.650,68.88,224,0.875,bilinear
+dla60_res2net,93.180,6.820,98.420,1.580,20.85,224,0.875,bilinear
 efficientnet_es,93.140,6.860,98.420,1.580,5.44,224,0.875,bicubic
 dla60x,93.120,6.880,98.510,1.490,17.35,224,0.875,bilinear
 regnetx_032,93.120,6.880,98.390,1.610,15.30,224,0.875,bicubic
@@ -159,26 +173,30 @@ gluon_resnet50_v1c,93.030,6.970,98.390,1.610,25.58,224,0.875,bicubic
 regnety_016,93.030,6.970,98.360,1.640,11.20,224,0.875,bicubic
 rexnet_100,93.030,6.970,98.190,1.810,4.80,224,0.875,bicubic
 selecsls60,93.030,6.970,98.300,1.700,30.67,224,0.875,bicubic
+legacy_seresnet50,92.960,7.040,98.190,1.810,28.09,224,0.875,bilinear
 adv_inception_v3,92.880,7.120,98.140,1.860,23.83,299,0.875,bicubic
 res2next50,92.840,7.160,98.180,1.820,24.67,224,0.875,bilinear
 tf_efficientnet_cc_b0_8e,92.830,7.170,98.180,1.820,24.01,224,0.875,bicubic
 seresnext26tn_32x4d,92.820,7.180,98.370,1.630,16.81,224,0.875,bicubic
-resnet101,92.810,7.190,98.250,1.750,44.55,224,0.875,bilinear
+tv_resnet101,92.810,7.190,98.250,1.750,44.55,224,0.875,bilinear
 efficientnet_b1_pruned,92.770,7.230,98.040,1.960,6.33,240,0.882,bicubic
+vit_small_patch16_224,92.760,7.240,97.930,2.070,48.75,224,0.900,bicubic
 densenet201,92.750,7.250,98.230,1.770,20.01,224,0.875,bicubic
 res2net50_14w_8s,92.740,7.260,98.180,1.820,25.06,224,0.875,bilinear
 tv_resnext50_32x4d,92.740,7.260,98.270,1.730,25.03,224,0.875,bilinear
 inception_v3,92.720,7.280,97.970,2.030,23.83,299,0.875,bicubic
 seresnext26d_32x4d,92.700,7.300,98.150,1.850,16.81,224,0.875,bicubic
 efficientnet_b0,92.690,7.310,98.070,1.930,5.29,224,0.875,bicubic
+resnet34d,92.680,7.320,98.310,1.690,21.82,224,0.875,bicubic
 tf_efficientnet_lite2,92.650,7.350,98.230,1.770,6.09,260,0.890,bicubic
+legacy_seresnext26_32x4d,92.640,7.360,98.130,1.870,16.79,224,0.875,bicubic
 tf_efficientnet_lite1,92.620,7.380,98.080,1.920,5.42,240,0.882,bicubic
 tf_efficientnet_cc_b0_4e,92.590,7.410,98.080,1.920,13.31,224,0.875,bicubic
 res2net50_48w_2s,92.550,7.450,98.080,1.920,25.29,224,0.875,bilinear
 tf_efficientnet_es,92.550,7.450,98.280,1.720,5.44,224,0.875,bicubic
 gluon_resnet50_v1b,92.540,7.460,98.170,1.830,25.56,224,0.875,bicubic
-densenet161,92.500,7.500,98.290,1.710,28.68,224,0.875,bicubic
 res2net50_26w_4s,92.500,7.500,98.060,1.940,25.70,224,0.875,bilinear
+densenet161,92.500,7.500,98.290,1.710,28.68,224,0.875,bicubic
 mixnet_m,92.430,7.570,97.870,2.130,5.01,224,0.875,bicubic
 mobilenetv2_120d,92.400,7.600,98.050,1.950,5.83,224,0.875,bicubic
 skresnet34,92.390,7.610,98.150,1.850,22.28,224,0.875,bicubic
@@ -214,6 +232,7 @@ regnetx_008,91.050,8.950,97.710,2.290,7.26,224,0.875,bicubic
 tf_efficientnet_lite0,91.040,8.960,97.590,2.410,4.65,224,0.875,bicubic
 gluon_resnet34_v1b,90.960,9.040,97.630,2.370,21.80,224,0.875,bicubic
 mobilenetv2_110d,90.950,9.050,97.550,2.450,4.52,224,0.875,bicubic
+legacy_seresnet34,90.890,9.110,97.580,2.420,21.96,224,0.875,bilinear
 tv_densenet121,90.890,9.110,97.710,2.290,7.98,224,0.875,bicubic
 dla34,90.760,9.240,97.660,2.340,15.74,224,0.875,bilinear
 fbnetc_100,90.700,9.300,97.210,2.790,5.57,224,0.875,bilinear
@@ -227,9 +246,11 @@ tv_resnet34,89.940,10.060,97.340,2.660,21.80,224,0.875,bilinear
 tf_mobilenetv3_large_075,89.680,10.320,97.210,2.790,3.99,224,0.875,bilinear
 skresnet18,89.660,10.340,97.230,2.770,11.96,224,0.875,bicubic
 mobilenetv2_100,89.600,10.400,97.140,2.860,3.50,224,0.875,bicubic
+resnet18d,89.280,10.720,97.150,2.850,11.71,224,0.875,bicubic
 hrnet_w18_small,89.050,10.950,97.110,2.890,13.19,224,0.875,bilinear
 tf_mobilenetv3_large_minimal_100,88.970,11.030,96.860,3.140,3.92,224,0.875,bilinear
 regnetx_004,88.900,11.100,97.120,2.880,5.16,224,0.875,bicubic
+legacy_seresnet18,88.880,11.120,96.980,3.020,11.78,224,0.875,bicubic
 gluon_resnet18_v1b,88.400,11.600,96.680,3.320,11.69,224,0.875,bicubic
 resnet18,87.390,12.610,96.290,3.710,11.69,224,0.875,bilinear
 regnety_002,87.380,12.620,96.590,3.410,3.16,224,0.875,bicubic