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