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pytorch-image-models/results/results-imagenetv2-matched-...

13 KiB

1modeltop1top1_errtop5top5_errparam_countimg_sizecropt_pctinterpolation
2tf_efficientnet_l2_ns_47580.4719.5395.734.27480.314750.936bicubic
3tf_efficientnet_l2_ns80.2519.7595.854.15480.318000.96bicubic
4tf_efficientnet_b7_ns78.5221.4894.375.6366.356000.949bicubic
5tf_efficientnet_b6_ns77.2822.7293.896.1143.045280.942bicubic
6ig_resnext101_32x48d76.8723.1393.326.68828.412240.875bilinear
7ig_resnext101_32x32d76.8423.1693.196.81468.532240.875bilinear
8tf_efficientnet_b5_ns76.8223.1893.586.4230.394560.934bicubic
9tf_efficientnet_b7_ap76.0923.9192.977.0366.356000.949bicubic
10tf_efficientnet_b8_ap76.0923.9192.737.2787.416720.954bicubic
11ig_resnext101_32x16d75.7124.2992.97.1194.032240.875bilinear
12tf_efficientnet_b4_ns75.6924.3193.046.9619.343800.922bicubic
13swsl_resnext101_32x8d75.4524.5592.757.2588.792240.875bilinear
14tf_efficientnet_b6_ap75.3824.6292.447.5643.045280.942bicubic
15tf_efficientnet_b874.9325.0792.327.6887.416720.954bicubic
16tf_efficientnet_b774.7225.2892.227.7866.356000.949bicubic
17tf_efficientnet_b5_ap74.5925.4191.998.0130.394560.934bicubic
18swsl_resnext101_32x4d74.1525.8591.998.0144.182240.875bilinear
19swsl_resnext101_32x16d74.0125.9992.177.83194.032240.875bilinear
20tf_efficientnet_b673.926.191.758.2543.045280.942bicubic
21tf_efficientnet_b3_ns73.8726.1391.868.1412.233000.904bicubic
22ig_resnext101_32x8d73.6626.3492.157.8588.792240.875bilinear
23tf_efficientnet_b573.5426.4691.468.5430.394560.934bicubic
24tf_efficientnet_b4_ap72.8927.1190.989.0219.343800.922bicubic
25swsl_resnext50_32x4d72.5827.4290.849.1625.032240.875bilinear
26tresnet_xl_44872.5527.4590.319.6978.444480.875bilinear
27pnasnet5large72.3727.6390.269.7486.063310.875bicubic
28nasnetalarge72.3127.6990.519.4988.753310.875bicubic
29tf_efficientnet_b472.2827.7290.69.419.343800.922bicubic
30tf_efficientnet_b2_ns72.2727.7391.098.919.112600.89bicubic
31swsl_resnet5071.6928.3190.519.4925.562240.875bilinear
32tresnet_xl71.6528.3589.6310.3778.442240.875bilinear
33tresnet_l_44871.628.490.069.9455.994480.875bilinear
34ecaresnet101d71.528.590.319.6944.572240.875bicubic
35ssl_resnext101_32x8d71.4928.5190.479.5388.792240.875bilinear
36ssl_resnext101_32x16d71.428.690.559.45194.032240.875bilinear
37tresnet_m_448712988.6811.3231.394480.875bilinear
38tf_efficientnet_b3_ap70.9229.0889.4310.5712.233000.904bicubic
39efficientnet_b3a70.8729.1389.7210.2812.233201bicubic
40tf_efficientnet_b1_ns70.8529.1590.119.897.792400.882bicubic
41tresnet_l70.8329.1789.6110.3955.992240.875bilinear
42efficientnet_b370.7629.2489.8410.1612.233000.904bicubic
43tf_efficientnet_b370.6229.3889.4410.5612.233000.904bicubic
44gluon_senet15470.629.488.9211.08115.092240.875bicubic
45ssl_resnext101_32x4d70.529.589.7610.2444.182240.875bilinear
46senet15470.4829.5288.9911.01115.092240.875bilinear
47gluon_seresnext101_64x4d70.4429.5689.3510.6588.232240.875bicubic
48tf_efficientnet_lite470.4329.5789.1210.8813.013800.92bilinear
49gluon_resnet152_v1s70.3229.6888.8711.1360.322240.875bicubic
50ecaresnet101d_pruned70.1229.8889.5810.4224.882240.875bicubic
51inception_resnet_v270.1229.8888.6811.3255.842990.8975bicubic
52gluon_seresnext101_32x4d70.0129.9988.9111.0948.962240.875bicubic
53gluon_resnet152_v1d69.9530.0588.4711.5360.212240.875bicubic
54ecaresnet50d69.8330.1789.3710.6325.582240.875bicubic
55gluon_resnext101_64x4d69.6930.3188.2611.7483.462240.875bicubic
56ssl_resnext50_32x4d69.6930.3189.4210.5825.032240.875bilinear
57tresnet_m69.6530.35881231.392240.875bilinear
58efficientnet_b3_pruned69.5830.4288.9711.039.863000.904bicubic
59ens_adv_inception_resnet_v269.5230.4888.511.555.842990.8975bicubic
60efficientnet_b2a69.4930.5188.6811.329.112881bicubic
61inception_v469.3530.6588.7811.2242.682990.875bicubic
62seresnext101_32x4d69.3430.6688.0511.9548.962240.875bilinear
63ecaresnetlight69.3330.6789.2210.7830.162240.875bicubic
64gluon_resnet152_v1c69.1330.8787.8912.1160.212240.875bicubic
65mixnet_xl69.0830.9288.3111.6911.92240.875bicubic
66efficientnet_b2693188.6211.389.112600.875bicubic
67gluon_resnet101_v1d68.9931.0188.0811.9244.572240.875bicubic
68gluon_xception6568.9831.0288.3211.6839.922990.875bicubic
69gluon_resnext101_32x4d68.9631.0488.3411.6644.182240.875bicubic
70tf_efficientnet_b2_ap68.9331.0788.3411.669.112600.89bicubic
71gluon_resnet152_v1b68.8131.1987.7112.2960.192240.875bicubic
72dpn13168.7631.2487.4812.5279.252240.875bicubic
73resnext50d_32x4d68.7531.2588.3111.6925.052240.875bicubic
74tf_efficientnet_b268.7531.2587.9512.059.112600.89bicubic
75gluon_resnet101_v1s68.7231.2887.912.144.672240.875bicubic
76dpn10768.7131.2988.1311.8786.922240.875bicubic
77gluon_seresnext50_32x4d68.6731.3388.3211.6827.562240.875bicubic
78hrnet_w6468.6331.3788.0711.93128.062240.875bilinear
79resnext50_32x4d68.6131.3987.5712.4325.032240.875bicubic
80dpn9868.5831.4287.6612.3461.572240.875bicubic
81ssl_resnet5068.4231.5888.5811.4225.562240.875bilinear
82ecaresnet50d_pruned68.3931.6188.3711.6319.942240.875bicubic
83skresnext50_32x4d68.3931.6187.5912.4127.482240.875bicubic
84dla102x268.3431.6687.8712.1341.752240.875bilinear
85efficientnet_b2_pruned68.331.788.111.98.312600.89bicubic
86gluon_resnext50_32x4d68.2831.7287.3212.6825.032240.875bicubic
87tf_efficientnet_lite368.2331.7787.7212.288.23000.904bilinear
88tf_efficientnet_el68.1831.8288.3511.6510.593000.904bicubic
89dpn9268.0131.9987.5912.4137.672240.875bicubic
90gluon_resnet50_v1d67.9132.0987.1212.8825.582240.875bicubic
91seresnext50_32x4d67.8732.1387.6212.3827.562240.875bilinear
92resnext101_32x8d67.8532.1587.4812.5288.792240.875bilinear
93hrnet_w4467.7732.2387.5312.4767.062240.875bilinear
94hrnet_w4867.7732.2387.4212.5877.472240.875bilinear
95tf_efficientnet_b0_ns67.7232.2888.0811.925.292240.875bicubic
96xception67.6732.3387.5712.4322.862990.8975bicubic
97dla16967.6132.3987.5612.4453.992240.875bilinear
98gluon_inception_v367.5932.4187.4612.5423.832990.875bicubic
99hrnet_w4067.5932.4187.1312.8757.562240.875bilinear
100gluon_resnet101_v1c67.5632.4487.1612.8444.572240.875bicubic
101seresnet15267.5532.4587.3912.6166.822240.875bilinear
102res2net50_26w_8s67.5332.4787.2712.7348.42240.875bilinear
103tf_efficientnet_b1_ap67.5232.4887.7712.237.792400.882bicubic
104tf_efficientnet_cc_b1_8e67.4832.5287.3112.6939.722400.882bicubic
105gluon_resnet101_v1b67.4532.5587.2312.7744.552240.875bicubic
106res2net101_26w_4s67.4532.5587.0112.9945.212240.875bilinear
107resnetblur5067.4432.5687.4312.5725.562240.875bicubic
108resnet5067.4432.5687.4212.5825.562240.875bicubic
109efficientnet_b167.1632.8487.1512.857.792400.875bicubic
110seresnet10167.1532.8587.0512.9549.332240.875bilinear
111gluon_resnet50_v1s67.132.986.8613.1425.682240.875bicubic
112dla60x67.0832.9287.1712.8317.652240.875bilinear
113dla60_res2net67.0332.9787.1412.8621.152240.875bilinear
114resnet15267.0232.9887.5712.4360.192240.875bilinear
115dla102x673386.7713.2326.772240.875bilinear
116mixnet_l66.9733.0386.9413.067.332240.875bicubic
117res2net50_26w_6s66.9133.0986.913.137.052240.875bilinear
118efficientnet_es66.8933.1186.7313.275.442240.875bicubic
119tf_efficientnet_b166.8933.1187.0412.967.792400.882bicubic
120tf_efficientnet_em66.8733.1386.9813.026.92400.882bicubic
121hrnet_w3266.7933.2187.2912.7141.232240.875bilinear
122tf_mixnet_l66.7833.2286.4613.547.332240.875bicubic
123hrnet_w3066.7633.2486.7913.2137.712240.875bilinear
124selecsls60b66.7233.2886.5413.4632.772240.875bicubic
125wide_resnet101_266.6833.3287.0412.96126.892240.875bilinear
126wide_resnet50_266.6533.3586.8113.1968.882240.875bilinear
127dla60_res2next66.6433.3687.0212.9817.332240.875bilinear
128adv_inception_v366.633.486.5613.4423.832990.875bicubic
129dla10266.5533.4586.9113.0933.732240.875bilinear
130gluon_resnet50_v1c66.5433.4686.1613.8425.582240.875bicubic
131tf_inception_v366.4133.5986.6813.3223.832990.875bicubic
132efficientnet_b066.2533.7585.9514.055.292240.875bicubic
133seresnet5066.2433.7686.3313.6728.092240.875bilinear
134selecsls6066.2233.7886.3313.6730.672240.875bicubic
135tf_efficientnet_cc_b0_8e66.2133.7986.2213.7824.012240.875bicubic
136tv_resnext50_32x4d66.1833.8286.0413.9625.032240.875bilinear
137res2net50_26w_4s66.1733.8386.613.425.72240.875bilinear
138inception_v366.1233.8886.3413.6627.162990.875bicubic
139efficientnet_b1_pruned66.0833.9286.5813.426.332400.882bicubic
140gluon_resnet50_v1b66.0433.9686.2713.7325.562240.875bicubic
141res2net50_14w_8s66.0233.9886.2413.7625.062240.875bilinear
142densenet16165.8534.1586.4613.5428.682240.875bicubic
143res2next5065.8534.1585.8314.1724.672240.875bilinear
144seresnext26tn_32x4d65.8534.1585.6814.3216.812240.875bicubic
145skresnet3465.7734.2385.9614.0422.282240.875bicubic
146resnet10165.6834.3285.9814.0244.552240.875bilinear
147dpn68b65.634.485.9414.0612.612240.875bicubic
148seresnext26t_32x4d65.634.486.0913.9116.822240.875bicubic
149selecsls42b65.5934.4185.8314.1732.462240.875bicubic
150tf_efficientnet_b0_ap65.4934.5185.5514.455.292240.875bicubic
151seresnext26d_32x4d65.4234.5885.9714.0316.812240.875bicubic
152tf_efficientnet_lite265.3934.6186.0313.976.092600.89bicubic
153res2net50_48w_2s65.3234.6885.9614.0425.292240.875bilinear
154densenet20165.2834.7285.6714.3320.012240.875bicubic
155tf_efficientnet_es65.2434.7685.5414.465.442240.875bicubic
156dla6065.2234.7885.7514.2522.332240.875bilinear
157tf_efficientnet_cc_b0_4e65.1334.8785.1314.8713.312240.875bicubic
158mobilenetv2_120d65.0434.9685.9914.015.832240.875bicubic
159seresnext26_32x4d65.0434.9685.6514.3516.792240.875bicubic
160hrnet_w1864.9135.0985.7514.2521.32240.875bilinear
161densenet16964.7835.2285.2514.7514.152240.875bicubic
162mixnet_m64.6935.3185.4714.535.012240.875bicubic
163resnet26d64.6335.3785.1214.8816.012240.875bicubic
164tf_efficientnet_lite164.3735.6385.4914.515.422400.882bicubic
165tf_efficientnet_b064.2935.7185.2514.755.292240.875bicubic
166tf_mixnet_m64.2735.7385.0914.915.012240.875bicubic
167dpn6864.2235.7885.1814.8212.612240.875bicubic
168mobilenetv2_14064.0535.9585.0214.986.112240.875bicubic
169tf_mixnet_s63.5936.4184.2715.734.132240.875bicubic
170resnet2663.4536.5584.2715.73162240.875bicubic
171mixnet_s63.3836.6284.7115.294.132240.875bicubic
172mobilenetv3_large_10063.3636.6484.0815.925.482240.875bicubic
173tv_resnet5063.3336.6784.6515.3525.562240.875bilinear
174mobilenetv3_rw63.2336.7784.5215.485.482240.875bicubic
175semnasnet_10063.1236.8884.5315.473.892240.875bicubic
176densenet12162.9437.0684.2615.747.982240.875bicubic
177seresnet3462.8937.1184.2215.7821.962240.875bilinear
178hrnet_w18_small_v262.8337.1783.9716.0315.62240.875bilinear
179mobilenetv2_110d62.8237.1884.4815.524.522240.875bicubic
180resnet3462.8237.1884.1215.8821.82240.875bilinear
181swsl_resnet1862.7337.2784.315.711.692240.875bilinear
182tf_efficientnet_lite062.5837.4284.2515.754.652240.875bicubic
183gluon_resnet34_v1b62.5637.44841621.82240.875bicubic
184dla3462.5137.4983.9216.0815.782240.875bilinear
185tf_mobilenetv3_large_10062.4737.5383.9616.045.482240.875bilinear
186fbnetc_10062.4337.5783.3916.615.572240.875bilinear
187mnasnet_10061.9138.0983.7116.294.382240.875bicubic
188ssl_resnet1861.4938.5183.3316.6711.692240.875bilinear
189spnasnet_10061.2138.7982.7717.234.422240.875bilinear
190tv_resnet3461.238.882.7217.2821.82240.875bilinear
191skresnet1860.8539.1582.8817.1211.962240.875bicubic
192tf_mobilenetv3_large_07560.3839.6281.9618.043.992240.875bilinear
193mobilenetv2_10060.1639.8482.2417.763.52240.875bicubic
194seresnet1859.8140.1981.6818.3211.782240.875bicubic
195tf_mobilenetv3_large_minimal_10059.0740.9381.1418.863.922240.875bilinear
196hrnet_w18_small58.9741.0381.3418.6613.192240.875bilinear
197gluon_resnet18_v1b58.3241.6880.9619.0411.692240.875bicubic
198resnet1857.1842.8280.1919.8111.692240.875bilinear
199dla60x_c56.0243.9878.9621.041.342240.875bilinear
200tf_mobilenetv3_small_10054.5145.4977.0822.922.542240.875bilinear
201dla46x_c53.0846.9276.8423.161.082240.875bilinear
202dla46_c52.247.875.6824.321.312240.875bilinear
203tf_mobilenetv3_small_07552.1547.8575.4624.542.042240.875bilinear
204tf_mobilenetv3_small_minimal_10049.5350.4773.0526.952.042240.875bilinear