pytorch-image-models/results/results-imagenet-r.csv

1	model	top1	top1_err	top5	top5_err	param_count	img_size	cropt_pct	interpolation	top1_diff	top5_diff	rank_diff
2	ig_resnext101_32x48d	79.640	20.360	89.390	10.610	828.41	224	0.875	bilinear	-17.330	-10.280	+20
3	ig_resnext101_32x32d	79.467	20.533	89.190	10.810	468.53	224	0.875	bilinear	-17.313	-10.340	+33
4	ig_resnext101_32x16d	78.817	21.183	88.467	11.533	194.03	224	0.875	bilinear	-17.623	-11.073	+60
5	tf_efficientnet_l2_ns_475	76.473	23.527	88.650	11.350	480.31	475	0.936	bicubic	-21.277	-11.170	0
6	swsl_resnext101_32x16d	76.307	23.693	87.740	12.260	194.03	224	0.875	bilinear	-19.973	-11.760	+70
7	ig_resnext101_32x8d	75.800	24.200	86.213	13.787	88.79	224	0.875	bilinear	-20.140	-13.167	+100
8	swsl_resnext101_32x8d	75.587	24.413	86.940	13.060	88.79	224	0.875	bilinear	-20.653	-12.650	+74
9	tf_efficientnet_l2_ns	74.660	25.340	87.543	12.457	480.31	800	0.960	bicubic	-23.120	-12.347	-5
10	beit_large_patch16_384	73.280	26.720	85.023	14.977	305.00	384	1.000	bicubic	-24.530	-14.767	-8
11	beit_large_patch16_512	73.163	26.837	85.080	14.920	305.67	512	1.000	bicubic	-24.617	-14.740	-8
12	swsl_resnext101_32x4d	72.660	27.340	85.160	14.840	44.18	224	0.875	bilinear	-23.380	-14.370	+84
13	beit_large_patch16_224	71.040	28.960	83.420	16.580	304.43	224	0.900	bicubic	-26.440	-16.270	-6
14	swsl_resnext50_32x4d	68.970	31.030	82.803	17.197	25.03	224	0.875	bilinear	-26.630	-16.637	+117
15	swsl_resnet50	68.297	31.703	83.300	16.700	25.56	224	0.875	bilinear	-26.903	-16.090	+149
16	tf_efficientnet_b7_ns	67.510	32.490	81.383	18.617	66.35	600	0.949	bicubic	-29.690	-18.317	-2
17	vit_large_patch16_384	67.063	32.937	78.707	21.293	304.72	384	1.000	bicubic	-30.357	-21.073	-8
18	convnext_xlarge_384_in22ft1k	66.957	33.043	79.697	20.303	350.20	384	1.000	bicubic	-30.593	-20.103	-12
19	swin_large_patch4_window12_384	66.283	33.717	79.790	20.210	196.74	384	1.000	bicubic	-30.897	-19.890	-4
20	convnext_large_384_in22ft1k	65.997	34.003	79.223	20.777	197.77	384	1.000	bicubic	-31.443	-20.557	-12
21	tf_efficientnet_b6_ns	65.587	34.413	79.557	20.443	43.04	528	0.942	bicubic	-31.433	-20.153	-1
22	convnext_xlarge_in22ft1k	65.427	34.573	78.237	21.763	350.20	224	0.875	bicubic	-31.813	-21.493	-9
23	vit_large_patch16_224	64.347	35.653	76.190	23.810	304.33	224	0.900	bicubic	-32.363	-23.460	+18
24	convnext_large_in22ft1k	64.200	35.800	77.587	22.413	197.77	224	0.875	bicubic	-33.060	-22.063	-12
25	vit_large_r50_s32_384	64.107	35.893	75.857	24.143	329.09	384	1.000	bicubic	-32.843	-23.853	0
26	convnext_base_384_in22ft1k	64.097	35.903	77.757	22.243	88.59	384	1.000	bicubic	-33.183	-22.013	-15
27	swin_large_patch4_window7_224	63.867	36.133	78.173	21.827	196.53	224	0.900	bicubic	-33.083	-21.487	-3
28	beit_base_patch16_384	63.610	36.390	78.117	21.883	86.74	384	1.000	bicubic	-33.720	-21.603	-18
29	swin_base_patch4_window12_384	63.470	36.530	78.057	21.943	87.90	384	1.000	bicubic	-33.650	-21.723	-12
30	tf_efficientnet_b5_ns	63.047	36.953	77.783	22.217	30.39	456	0.934	bicubic	-33.823	-21.857	0
31	vit_base_patch8_224	62.193	37.807	75.613	24.387	86.58	224	0.900	bicubic	-34.887	-24.007	-12
32	convnext_base_in22ft1k	61.990	38.010	76.010	23.990	88.59	224	0.875	bicubic	-34.870	-23.640	-1
33	tf_efficientnet_b4_ns	61.230	38.770	76.170	23.830	19.34	380	0.922	bicubic	-35.480	-23.470	+7
34	tf_efficientnetv2_l_in21ft1k	60.950	39.050	75.840	24.160	118.52	480	1.000	bicubic	-36.160	-23.870	-16
35	tf_efficientnetv2_xl_in21ft1k	60.680	39.320	74.393	25.607	208.12	512	1.000	bicubic	-36.470	-25.227	-19
36	beit_base_patch16_224	60.317	39.683	75.603	24.397	86.53	224	0.900	bicubic	-36.343	-24.057	+9
37	vit_base_patch16_384	60.190	39.810	73.840	26.160	86.86	384	1.000	bicubic	-36.830	-25.870	-16
38	swin_base_patch4_window7_224	59.533	40.467	74.230	25.770	87.77	224	0.900	bicubic	-37.147	-25.430	+6
39	tf_efficientnetv2_m_in21ft1k	58.640	41.360	73.983	26.017	54.14	480	1.000	bicubic	-38.330	-25.627	-16
40	vit_large_r50_s32_224	58.640	41.360	71.720	28.280	328.99	224	0.900	bicubic	-37.540	-27.810	+45
41	tf_efficientnet_b8_ap	57.830	42.170	72.960	27.040	87.41	672	0.954	bicubic	-38.720	-26.580	+11
42	cait_m48_448	57.483	42.517	71.860	28.140	356.46	448	1.000	bicubic	-39.397	-27.760	-14
43	cait_m36_384	57.467	42.533	72.313	27.687	271.22	384	1.000	bicubic	-39.363	-27.347	-11
44	tf_efficientnet_b3_ns	57.420	42.580	72.377	27.623	12.23	300	0.904	bicubic	-38.680	-27.103	+45
45	vit_base_patch16_224	56.833	43.167	70.640	29.360	86.57	224	0.900	bicubic	-39.467	-28.920	+29
46	xcit_large_24_p8_384_dist	56.350	43.650	71.320	28.680	188.93	384	1.000	bicubic	-40.410	-28.240	-8
47	xcit_large_24_p8_224_dist	56.027	43.973	70.663	29.337	188.93	224	1.000	bicubic	-40.613	-28.797	0
48	xcit_large_24_p16_384_dist	54.907	45.093	69.863	30.137	189.10	384	1.000	bicubic	-42.033	-29.647	-22
49	vit_base_r50_s16_384	54.403	45.597	69.567	30.433	98.95	384	1.000	bicubic	-42.047	-30.093	+14
50	resnetv2_152x4_bitm	54.320	45.680	70.170	29.830	936.53	480	1.000	bilinear	-42.560	-29.490	-21
51	xcit_large_24_p16_224_dist	54.257	45.743	68.980	31.020	189.10	224	1.000	bicubic	-42.063	-30.520	+21
52	vit_small_r26_s32_384	54.197	45.803	68.753	31.247	36.47	384	1.000	bicubic	-41.863	-30.797	+43
53	tf_efficientnet_b5_ap	53.867	46.133	69.160	30.840	30.39	456	0.934	bicubic	-42.213	-30.380	+37
54	xcit_medium_24_p8_224_dist	53.660	46.340	68.407	31.593	84.32	224	1.000	bicubic	-42.860	-31.103	+2
55	tf_efficientnet_b2_ns	53.600	46.400	70.270	29.730	9.11	260	0.890	bicubic	-41.920	-29.070	+84
56	convnext_large	53.560	46.440	68.187	31.813	197.77	224	0.875	bicubic	-42.460	-31.283	+42
57	tf_efficientnet_b6_ap	53.560	46.440	68.550	31.450	43.04	528	0.942	bicubic	-42.810	-31.000	+10
58	cait_s36_384	53.553	46.447	68.007	31.993	68.37	384	1.000	bicubic	-43.077	-31.593	-10
59	tf_efficientnet_b8	53.413	46.587	69.087	30.913	87.41	672	0.954	bicubic	-43.287	-30.443	-17
60	xcit_medium_24_p8_384_dist	53.407	46.593	68.137	31.863	84.32	384	1.000	bicubic	-43.373	-31.483	-25
61	vit_base_patch32_384	53.297	46.703	68.040	31.960	88.30	384	1.000	bicubic	-42.603	-31.400	+49
62	tf_efficientnet_b7_ap	53.263	46.737	68.877	31.123	66.35	600	0.949	bicubic	-43.087	-30.713	+7
63	xcit_medium_24_p16_384_dist	53.217	46.783	68.050	31.950	84.40	384	1.000	bicubic	-43.483	-31.550	-20
64	tf_efficientnetv2_s_in21ft1k	53.137	46.863	68.997	31.003	21.46	384	1.000	bicubic	-43.333	-30.573	-5
65	tf_efficientnet_b4_ap	53.090	46.910	68.213	31.787	19.34	380	0.922	bicubic	-42.400	-31.177	+76
66	regnetz_e8	53.017	46.983	67.137	32.863	57.70	320	1.000	bicubic	-43.583	-32.473	-17
67	dm_nfnet_f5	52.867	47.133	67.430	32.570	377.21	544	0.954	bicubic	-43.943	-32.240	-34
68	dm_nfnet_f6	52.447	47.553	67.113	32.887	438.36	576	0.956	bicubic	-44.473	-32.607	-41
69	tf_efficientnet_b7	52.390	47.610	68.233	31.767	66.35	600	0.949	bicubic	-44.190	-31.277	-19
70	tf_efficientnetv2_l	52.387	47.613	67.243	32.757	118.52	480	1.000	bicubic	-44.263	-32.317	-24
71	xcit_small_24_p8_384_dist	52.360	47.640	66.833	33.167	47.63	384	1.000	bicubic	-44.450	-32.797	-37
72	swsl_resnet18	52.337	47.663	70.477	29.523	11.69	224	0.875	bilinear	-38.743	-27.733	+429
73	efficientnetv2_rw_m	52.327	47.673	67.210	32.790	53.24	416	1.000	bicubic	-43.943	-32.350	+4
74	deit_base_distilled_patch16_384	52.260	47.740	67.733	32.267	87.63	384	1.000	bicubic	-44.250	-31.857	-17
75	xcit_medium_24_p16_224_dist	52.197	47.803	66.893	33.107	84.40	224	1.000	bicubic	-44.063	-32.507	+4
76	xcit_small_24_p8_224_dist	52.193	47.807	66.767	33.233	47.63	224	1.000	bicubic	-44.357	-32.803	-23
77	dm_nfnet_f3	52.130	47.870	66.747	33.253	254.92	416	0.940	bicubic	-44.600	-32.883	-38
78	resnetv2_152x2_bit_teacher_384	51.940	48.060	68.663	31.337	236.34	384	1.000	bicubic	-44.250	-30.837	+6
79	resmlp_big_24_224_in22ft1k	51.893	48.107	68.470	31.530	129.14	224	0.875	bicubic	-44.457	-31.050	-11
80	xcit_small_24_p16_384_dist	51.883	48.117	66.360	33.640	47.67	384	1.000	bicubic	-44.457	-33.220	-10
81	cait_s24_384	51.780	48.220	66.317	33.683	47.06	384	1.000	bicubic	-44.790	-33.233	-30
82	resnetv2_152x2_bitm	51.753	48.247	69.253	30.747	236.34	448	1.000	bilinear	-44.767	-30.337	-27
83	ecaresnet269d	51.667	48.333	66.047	33.953	102.09	352	1.000	bicubic	-44.793	-33.563	-22
84	vit_base_patch16_224_miil	51.553	48.447	65.200	34.800	86.54	224	0.875	bilinear	-44.477	-34.150	+13
85	convnext_base	51.280	48.720	66.167	33.833	88.59	224	0.875	bicubic	-44.670	-33.213	+21
86	pit_b_distilled_224	51.163	48.837	66.773	33.227	74.79	224	0.900	bicubic	-44.907	-32.607	+6
87	xcit_small_12_p8_384_dist	51.093	48.907	65.833	34.167	26.21	384	1.000	bicubic	-45.387	-33.657	-29
88	dm_nfnet_f4	50.903	49.097	65.560	34.440	316.07	512	0.951	bicubic	-45.877	-34.050	-51
89	tf_efficientnet_b1_ns	50.880	49.120	67.923	32.077	7.79	240	0.882	bicubic	-43.980	-31.327	+114
90	xcit_small_24_p16_224_dist	50.733	49.267	65.010	34.990	47.67	224	1.000	bicubic	-45.067	-34.330	+27
91	tf_efficientnetv2_m	50.560	49.440	66.007	33.993	54.14	480	1.000	bicubic	-45.980	-33.563	-37
92	xcit_small_12_p16_384_dist	50.530	49.470	65.310	34.690	26.25	384	1.000	bicubic	-45.800	-34.180	-21
93	efficientnet_b4	50.503	49.497	65.717	34.283	19.34	384	1.000	bicubic	-45.017	-33.683	+45
94	xcit_small_12_p8_224_dist	50.433	49.567	65.433	34.567	26.21	224	1.000	bicubic	-45.527	-33.987	+11
95	resnetv2_101x3_bitm	50.400	49.600	67.790	32.210	387.93	448	1.000	bilinear	-45.850	-31.790	-15
96	ssl_resnext101_32x16d	50.250	49.750	66.020	33.980	194.03	224	0.875	bilinear	-45.160	-33.390	+52
97	cait_s24_224	50.237	49.763	65.010	34.990	46.92	224	1.000	bicubic	-45.413	-34.380	+31
98	eca_nfnet_l2	50.233	49.767	65.453	34.547	56.72	384	1.000	bicubic	-46.217	-34.177	-36
99	vit_small_patch16_384	50.170	49.830	65.810	34.190	22.20	384	1.000	bicubic	-45.810	-33.780	+4
100	resnest269e	50.153	49.847	64.673	35.327	110.93	416	0.928	bicubic	-45.977	-34.847	-13
101	tf_efficientnet_b3_ap	50.060	49.940	65.207	34.793	12.23	300	0.904	bicubic	-44.910	-33.903	+88
102	deit_base_distilled_patch16_224	50.057	49.943	66.230	33.770	87.34	224	0.900	bicubic	-45.693	-33.050	+16
103	resnest200e	49.873	50.127	64.743	35.257	70.20	320	0.909	bicubic	-46.197	-34.737	-10
104	convnext_small	49.583	50.417	64.883	35.117	50.22	224	0.875	bicubic	-46.047	-34.377	+26
105	cait_xs24_384	49.527	50.473	64.897	35.103	26.67	384	1.000	bicubic	-46.483	-34.533	-6
106	tf_efficientnet_b5	49.520	50.480	65.650	34.350	30.39	456	0.934	bicubic	-46.460	-33.800	-4
107	resnetv2_152x2_bit_teacher	49.477	50.523	65.617	34.383	236.34	224	0.875	bicubic	-46.273	-33.813	+13
108	resnet200d	49.470	50.530	64.330	35.670	64.69	320	1.000	bicubic	-46.640	-35.130	-20
109	xcit_small_12_p16_224_dist	49.420	50.580	63.853	36.147	26.25	224	1.000	bicubic	-46.320	-35.447	+12
110	resnest101e	49.367	50.633	65.597	34.403	48.28	256	0.875	bilinear	-46.193	-33.673	+24
111	resnet152d	49.247	50.753	64.410	35.590	60.21	320	1.000	bicubic	-46.623	-35.020	+2
112	seresnet152d	49.247	50.753	64.180	35.820	66.84	320	1.000	bicubic	-47.063	-35.330	-39
113	vit_base_patch32_224	49.243	50.757	64.340	35.660	88.22	224	0.900	bicubic	-45.147	-34.720	+140
114	xcit_large_24_p8_224	49.240	50.760	62.840	37.160	188.93	224	1.000	bicubic	-46.840	-36.310	-23
115	ssl_resnext101_32x8d	49.097	50.903	65.483	34.517	88.79	224	0.875	bilinear	-46.233	-33.827	+41
116	resmlp_big_24_distilled_224	49.093	50.907	65.470	34.530	129.14	224	0.875	bicubic	-46.777	-33.970	-4
117	repvgg_b3	48.927	51.073	64.880	35.120	123.09	224	0.875	bilinear	-45.633	-34.030	+121
118	resnetrs420	48.860	51.140	63.420	36.580	191.89	416	1.000	bicubic	-47.540	-36.120	-53
119	efficientnetv2_rw_s	48.597	51.403	63.837	36.163	23.94	384	1.000	bicubic	-47.103	-35.543	+7
120	regnetz_d32	48.590	51.410	65.193	34.807	27.58	320	0.950	bicubic	-47.270	-34.237	-5
121	efficientnet_b3	48.563	51.437	64.247	35.753	12.23	320	1.000	bicubic	-46.567	-34.963	+48
122	ecaresnet101d	48.540	51.460	64.097	35.903	44.57	224	0.875	bicubic	-46.620	-35.133	+44
123	dm_nfnet_f2	48.373	51.627	63.233	36.767	193.78	352	0.920	bicubic	-48.087	-36.307	-63
124	vit_small_r26_s32_224	48.360	51.640	63.807	36.193	36.43	224	0.900	bicubic	-46.770	-35.413	+47
125	repvgg_b3g4	48.313	51.687	64.793	35.207	83.83	224	0.875	bilinear	-46.187	-34.227	+120
126	vit_large_patch32_384	48.250	51.750	61.827	38.173	306.63	384	1.000	bicubic	-46.990	-37.493	+34
127	convit_base	48.220	51.780	63.007	36.993	86.54	224	0.875	bicubic	-46.880	-36.133	+48
128	resnetrs350	48.060	51.940	62.650	37.350	163.96	384	1.000	bicubic	-48.180	-36.820	-47
129	regnetz_d8	48.013	51.987	64.420	35.580	23.37	320	1.000	bicubic	-47.997	-35.100	-29
130	twins_svt_large	47.947	52.053	62.910	37.090	99.27	224	0.900	bicubic	-47.773	-36.380	-8
131	repvgg_b2g4	47.797	52.203	64.383	35.617	61.76	224	0.875	bilinear	-46.013	-34.547	+187
132	mixer_b16_224_miil	47.783	52.217	63.397	36.603	59.88	224	0.875	bilinear	-47.097	-35.683	+67
133	eca_nfnet_l1	47.647	52.353	62.763	37.237	41.41	320	1.000	bicubic	-48.283	-36.727	-25
134	resnetv2_50x3_bitm	47.593	52.407	65.603	34.397	217.32	448	1.000	bilinear	-48.677	-34.027	-56
135	pit_s_distilled_224	47.550	52.450	63.500	36.500	24.04	224	0.900	bicubic	-47.200	-35.680	+76
136	resnest50d_4s2x40d	47.483	52.517	63.810	36.190	30.42	224	0.875	bicubic	-47.227	-35.320	+80
137	efficientnet_b3_pruned	47.450	52.550	62.807	37.193	9.86	300	0.904	bicubic	-47.130	-36.263	+97
138	crossvit_18_dagger_408	47.387	52.613	60.937	39.063	44.61	408	1.000	bicubic	-48.743	-38.533	-52
139	xcit_small_24_p8_224	47.293	52.707	60.990	39.010	47.63	224	1.000	bicubic	-48.617	-38.190	-30
140	tresnet_m	47.227	52.773	61.997	38.003	31.39	224	0.875	bilinear	-48.153	-37.153	+13
141	tf_efficientnet_b6	47.210	52.790	63.113	36.887	43.04	528	0.942	bicubic	-49.080	-36.407	-66
142	convnext_tiny	47.200	52.800	63.193	36.807	28.59	224	0.875	bicubic	-47.790	-36.007	+43
143	ssl_resnext101_32x4d	47.167	52.833	63.373	36.627	44.18	224	0.875	bilinear	-47.993	-35.937	+24
144	resnetrs270	47.110	52.890	62.007	37.993	129.86	352	1.000	bicubic	-48.950	-37.473	-50
145	tf_efficientnet_b4	47.077	52.923	62.867	37.133	19.34	380	0.922	bicubic	-48.513	-36.463	-13
146	xcit_small_12_p8_224	46.983	53.017	60.530	39.470	26.21	224	1.000	bicubic	-48.437	-38.670	+1
147	xcit_large_24_p16_224	46.957	53.043	60.667	39.333	189.10	224	1.000	bicubic	-47.993	-38.433	+44
148	resnet101d	46.893	53.107	62.317	37.683	44.57	320	1.000	bicubic	-48.857	-37.123	-29
149	resnetrs200	46.837	53.163	62.490	37.510	93.21	320	1.000	bicubic	-49.153	-36.950	-48
150	resnet152	46.783	53.217	60.417	39.583	60.19	224	0.950	bicubic	-48.777	-38.853	-15
151	gluon_seresnext101_64x4d	46.670	53.330	61.297	38.703	88.23	224	0.875	bicubic	-47.990	-37.683	+71
152	twins_pcpvt_large	46.623	53.377	62.240	37.760	60.99	224	0.900	bicubic	-49.097	-37.250	-29
153	dm_nfnet_f1	46.543	53.457	61.403	38.597	132.63	320	0.910	bicubic	-49.837	-38.067	-87
154	xcit_medium_24_p8_224	46.473	53.527	59.647	40.353	84.32	224	1.000	bicubic	-49.397	-39.433	-40
155	crossvit_15_dagger_408	46.463	53.537	60.477	39.523	28.50	408	1.000	bicubic	-49.357	-38.833	-39
156	fbnetv3_g	46.333	53.667	62.407	37.593	16.62	288	0.950	bilinear	-48.797	-36.793	+14
157	tresnet_xl	46.277	53.723	61.947	38.053	78.44	224	0.875	bilinear	-48.783	-37.313	+25
158	xcit_tiny_24_p8_384_dist	46.263	53.737	60.707	39.293	12.11	384	1.000	bicubic	-49.977	-38.733	-75
159	xcit_tiny_24_p8_224_dist	46.253	53.747	60.603	39.397	12.11	224	1.000	bicubic	-49.207	-38.757	-14
160	gernet_m	46.177	53.823	62.700	37.300	21.14	224	0.875	bilinear	-48.373	-36.230	+79
161	deit_small_distilled_patch16_224	46.167	53.833	62.407	37.593	22.44	224	0.900	bicubic	-48.433	-36.693	+68
162	regnety_160	46.163	53.837	61.843	38.157	83.59	288	1.000	bicubic	-49.717	-37.717	-51
163	crossvit_base_240	46.133	53.867	60.227	39.773	105.03	240	0.875	bicubic	-48.937	-38.753	+16
164	resnest50d_1s4x24d	46.087	53.913	62.373	37.627	25.68	224	0.875	bicubic	-48.303	-36.697	+88
165	tf_efficientnet_b0_ns	46.047	53.953	63.243	36.757	5.29	224	0.875	bicubic	-47.693	-35.737	+164
166	jx_nest_base	46.040	53.960	60.093	39.907	67.72	224	0.875	bicubic	-49.500	-39.207	-30
167	resnet51q	46.030	53.970	60.907	39.093	35.70	288	1.000	bilinear	-49.170	-38.373	-4
168	vit_small_patch16_224	46.003	53.997	61.827	38.173	22.05	224	0.900	bicubic	-48.877	-37.443	+32
169	resnest50d	45.940	54.060	62.637	37.363	27.48	224	0.875	bilinear	-48.680	-36.343	+57
170	crossvit_18_240	45.907	54.093	60.370	39.630	43.27	240	0.875	bicubic	-49.163	-38.750	+8
171	regnety_032	45.893	54.107	61.537	38.463	19.44	288	1.000	bicubic	-49.587	-37.783	-29
172	twins_pcpvt_base	45.887	54.113	61.343	38.657	43.83	224	0.900	bicubic	-49.573	-38.047	-28
173	twins_svt_base	45.873	54.127	60.967	39.033	56.07	224	0.900	bicubic	-49.697	-38.263	-40
174	levit_384	45.870	54.130	61.700	38.300	39.13	224	0.900	bicubic	-49.340	-37.460	-12
175	crossvit_18_dagger_240	45.850	54.150	59.927	40.073	44.27	240	0.875	bicubic	-49.340	-39.193	-10
176	crossvit_15_dagger_240	45.697	54.303	60.087	39.913	28.21	240	0.875	bicubic	-49.283	-39.073	+10
177	regnetz_c16	45.690	54.310	62.517	37.483	13.46	320	0.940	bicubic	-49.700	-36.793	-26
178	convmixer_1536_20	45.660	54.340	61.767	38.233	51.63	224	0.960	bicubic	-49.310	-37.403	+9
179	gc_efficientnetv2_rw_t	45.650	54.350	60.197	39.803	13.68	288	1.000	bicubic	-49.630	-39.023	-21
180	efficientnetv2_rw_t	45.600	54.400	60.187	39.813	13.65	288	1.000	bicubic	-49.470	-39.033	+1
181	gluon_seresnext101_32x4d	45.597	54.403	61.150	38.850	48.96	224	0.875	bicubic	-48.853	-37.940	+66
182	xcit_tiny_24_p16_384_dist	45.577	54.423	60.510	39.490	12.12	384	1.000	bicubic	-49.903	-38.850	-39
183	xcit_small_24_p16_224	45.537	54.463	58.903	41.097	47.67	224	1.000	bicubic	-49.543	-40.127	-7
184	xcit_medium_24_p16_224	45.530	54.470	59.000	41.000	84.40	224	1.000	bicubic	-49.600	-39.920	-12
185	dm_nfnet_f0	45.470	54.530	60.987	39.013	71.49	256	0.900	bicubic	-50.220	-38.343	-58
186	gluon_resnet152_v1d	45.437	54.563	60.073	39.927	60.21	224	0.875	bicubic	-49.003	-38.937	+62
187	nfnet_l0	45.423	54.577	62.080	37.920	35.07	288	1.000	bicubic	-49.967	-37.340	-37
188	ssl_resnext50_32x4d	45.407	54.593	62.033	37.967	25.03	224	0.875	bilinear	-49.293	-37.207	+31
189	resnetv2_50x1_bit_distilled	45.397	54.603	62.307	37.693	25.55	224	0.875	bicubic	-49.993	-37.123	-37
190	xcit_small_12_p16_224	45.383	54.617	59.430	40.570	26.25	224	1.000	bicubic	-49.437	-39.630	+14
191	jx_nest_small	45.357	54.643	59.010	40.990	38.35	224	0.875	bicubic	-50.183	-40.210	-54
192	resnet61q	45.287	54.713	59.407	40.593	36.85	288	1.000	bicubic	-49.823	-39.673	-18
193	tresnet_xl_448	45.230	54.770	61.440	38.560	78.44	448	0.875	bilinear	-50.280	-37.900	-53
194	nasnetalarge	45.207	54.793	57.880	42.120	88.75	331	0.911	bicubic	-49.943	-41.250	-26
195	convit_small	45.203	54.797	60.497	39.503	27.78	224	0.875	bicubic	-49.717	-38.603	+1
196	swin_small_patch4_window7_224	45.157	54.843	60.340	39.660	49.61	224	0.900	bicubic	-50.563	-39.030	-72
197	tf_efficientnet_b3	45.100	54.900	60.643	39.357	12.23	300	0.904	bicubic	-49.810	-38.467	0
198	resnet101	45.093	54.907	59.580	40.420	44.55	224	0.950	bicubic	-49.877	-39.500	-10
199	rexnet_200	45.050	54.950	62.303	37.697	16.37	224	0.875	bicubic	-49.610	-36.787	+24
200	resnetrs152	44.957	55.043	59.713	40.287	86.62	320	1.000	bicubic	-51.003	-39.667	-96
201	resnetv2_101	44.927	55.073	58.850	41.150	44.54	224	0.950	bicubic	-50.003	-40.270	-6
202	ecaresnetlight	44.890	55.110	60.783	39.217	30.16	224	0.875	bicubic	-49.250	-38.167	+78
203	deit_base_patch16_224	44.870	55.130	59.180	40.820	86.57	224	0.900	bicubic	-50.140	-39.860	-19
204	deit_base_patch16_384	44.773	55.227	59.630	40.370	86.86	384	1.000	bicubic	-50.877	-39.610	-75
205	cait_xxs36_384	44.770	55.230	59.380	40.620	17.37	384	1.000	bicubic	-50.460	-39.940	-44
206	resmlp_36_distilled_224	44.760	55.240	61.067	38.933	44.69	224	0.875	bicubic	-49.790	-38.093	+34
207	gernet_l	44.740	55.260	58.953	41.047	31.08	256	0.875	bilinear	-50.190	-40.247	-13
208	xcit_tiny_24_p16_224_dist	44.717	55.283	59.417	40.583	12.12	224	1.000	bicubic	-49.493	-39.543	+65
209	resmlp_24_distilled_224	44.707	55.293	61.457	38.543	30.02	224	0.875	bicubic	-49.633	-37.343	+51
210	tf_efficientnet_b2_ap	44.703	55.297	60.680	39.320	9.11	260	0.890	bicubic	-49.567	-38.270	+58
211	gmlp_s16_224	44.490	55.510	58.633	41.367	19.42	224	0.875	bicubic	-49.020	-40.147	+151
212	ens_adv_inception_resnet_v2	44.390	55.610	58.120	41.880	55.84	299	0.897	bicubic	-49.740	-40.670	+69
213	tresnet_l	44.367	55.633	59.953	40.047	55.99	224	0.875	bilinear	-50.533	-39.077	-15
214	gluon_resnext101_32x4d	44.287	55.713	59.087	40.913	44.18	224	0.875	bicubic	-49.833	-39.853	+69
215	wide_resnet50_2	44.180	55.820	59.703	40.297	68.88	224	0.875	bicubic	-50.480	-39.347	+9
216	cspresnext50	44.147	55.853	60.537	39.463	20.57	224	0.875	bilinear	-49.633	-38.303	+107
217	resnetv2_101x1_bitm	44.117	55.883	61.983	38.017	44.54	448	1.000	bilinear	-51.203	-37.387	-61
218	crossvit_15_240	44.117	55.883	59.130	40.870	27.53	240	0.875	bicubic	-50.603	-39.950	-4
219	seresnext50_32x4d	44.107	55.893	59.473	40.527	27.56	224	0.875	bicubic	-50.703	-39.657	-14
220	gluon_resnet152_v1s	44.070	55.930	58.697	41.303	60.32	224	0.875	bicubic	-50.630	-40.363	-2
221	pit_b_224	44.070	55.930	58.017	41.983	73.76	224	0.900	bicubic	-50.720	-40.803	-15
222	ssl_resnet50	44.023	55.977	61.900	38.100	25.56	224	0.875	bilinear	-50.287	-37.250	+41
223	inception_resnet_v2	44.003	55.997	57.910	42.090	55.84	299	0.897	bicubic	-50.337	-41.180	+38
224	pnasnet5large	43.950	56.050	56.723	43.277	86.06	331	0.911	bicubic	-51.410	-42.407	-70
225	pit_s_224	43.900	56.100	58.633	41.367	23.46	224	0.900	bicubic	-50.690	-40.287	+7
226	gluon_resnext101_64x4d	43.880	56.120	58.703	41.297	83.46	224	0.875	bicubic	-50.470	-40.177	+33
227	coat_lite_small	43.820	56.180	57.143	42.857	19.84	224	0.900	bicubic	-51.260	-41.917	-50
228	tnt_s_patch16_224	43.777	56.223	59.203	40.797	23.76	224	0.900	bicubic	-50.793	-39.977	+9
229	cait_xxs36_224	43.760	56.240	58.730	41.270	17.30	224	1.000	bicubic	-50.170	-40.160	+72
230	ecaresnet50d	43.743	56.257	60.380	39.620	25.58	224	0.875	bicubic	-50.457	-38.640	+44
231	ecaresnet101d_pruned	43.737	56.263	59.603	40.397	24.88	224	0.875	bicubic	-50.713	-39.497	+15
232	tf_efficientnetv2_s	43.703	56.297	58.597	41.403	21.46	384	1.000	bicubic	-52.007	-40.803	-107
233	rexnet_150	43.690	56.310	60.890	39.110	9.73	224	0.875	bicubic	-50.580	-38.190	+33
234	pit_xs_distilled_224	43.660	56.340	60.693	39.307	11.00	224	0.900	bicubic	-49.580	-38.137	+151
235	xcit_tiny_12_p8_224_dist	43.643	56.357	58.460	41.540	6.71	224	1.000	bicubic	-51.067	-40.720	-18
236	crossvit_small_240	43.470	56.530	58.943	41.057	26.86	240	0.875	bicubic	-51.110	-40.177	-3
237	gluon_resnet101_v1d	43.433	56.567	58.613	41.387	44.57	224	0.875	bicubic	-50.737	-40.297	+42
238	ecaresnet50t	43.410	56.590	59.303	40.697	25.57	320	0.950	bicubic	-51.660	-39.987	-58
239	gluon_resnet101_v1s	43.363	56.637	58.513	41.487	44.67	224	0.875	bicubic	-50.807	-40.497	+39
240	cspdarknet53	43.360	56.640	59.433	40.567	27.64	256	0.887	bilinear	-50.730	-39.547	+46
241	xcit_tiny_24_p8_224	43.313	56.687	57.267	42.733	12.11	224	1.000	bicubic	-51.567	-41.923	-40
242	xcit_tiny_12_p8_384_dist	43.300	56.700	58.177	41.823	6.71	384	1.000	bicubic	-52.040	-41.163	-87
243	dpn68b	43.287	56.713	58.683	41.317	12.61	224	0.875	bicubic	-50.333	-40.017	+102
244	convmixer_768_32	43.267	56.733	59.367	40.633	21.11	224	0.960	bicubic	-51.163	-39.743	+5
245	visformer_small	43.260	56.740	57.977	42.023	40.22	224	0.900	bicubic	-51.700	-41.233	-55
246	eca_nfnet_l0	43.240	56.760	59.910	40.090	24.14	288	1.000	bicubic	-52.210	-39.480	-100
247	resnest26d	43.143	56.857	60.633	39.367	17.07	224	0.875	bilinear	-50.097	-38.217	+139
248	vit_small_patch32_384	43.140	56.860	59.300	40.700	22.92	384	1.000	bicubic	-51.460	-39.840	-17
249	twins_pcpvt_small	43.093	56.907	58.880	41.120	24.11	224	0.900	bicubic	-51.507	-40.270	-19
250	resmlp_36_224	43.047	56.953	59.313	40.687	44.69	224	0.875	bicubic	-50.603	-39.597	+89
251	dpn131	43.040	56.960	57.430	42.570	79.25	224	0.875	bicubic	-50.710	-41.410	+76
252	cspresnet50	43.037	56.963	59.147	40.853	21.62	256	0.887	bilinear	-50.823	-39.713	+58
253	tf_efficientnet_lite4	42.970	57.030	57.643	42.357	13.01	380	0.920	bilinear	-51.900	-41.447	-51
254	twins_svt_small	42.917	57.083	58.460	41.540	24.06	224	0.900	bicubic	-51.853	-40.490	-46
255	gluon_resnet152_v1b	42.900	57.100	57.737	42.263	60.19	224	0.875	bicubic	-51.130	-41.003	+36
256	fbnetv3_d	42.883	57.117	59.693	40.307	10.31	256	0.950	bilinear	-50.957	-39.217	+58
257	dpn107	42.863	57.137	57.370	42.630	86.92	224	0.875	bicubic	-51.097	-41.460	+41
258	levit_256	42.820	57.180	57.907	42.093	18.89	224	0.900	bicubic	-51.580	-41.153	-7
259	gluon_resnet152_v1c	42.803	57.197	57.733	42.267	60.21	224	0.875	bicubic	-51.087	-41.067	+45
260	tf_efficientnet_b1_ap	42.803	57.197	58.810	41.190	7.79	240	0.882	bicubic	-50.827	-39.990	+84
261	gcresnet50t	42.797	57.203	59.183	40.817	25.90	256	0.900	bicubic	-51.823	-39.937	-33
262	gluon_xception65	42.787	57.213	58.817	41.183	39.92	299	0.903	bicubic	-51.233	-40.203	+31
263	tresnet_l_448	42.740	57.260	58.947	41.053	55.99	448	0.875	bilinear	-52.660	-40.353	-114
264	resnet50d	42.703	57.297	58.683	41.317	25.58	224	0.875	bicubic	-51.367	-40.237	+25
265	gluon_seresnext50_32x4d	42.680	57.320	58.697	41.303	27.56	224	0.875	bicubic	-51.490	-40.243	+12
266	xcit_tiny_12_p16_384_dist	42.587	57.413	58.090	41.910	6.72	384	1.000	bicubic	-51.943	-41.080	-24
267	resnext101_32x8d	42.570	57.430	58.293	41.707	88.79	224	0.875	bilinear	-51.200	-40.657	+58
268	seresnet50	42.517	57.483	58.680	41.320	28.09	224	0.875	bicubic	-51.563	-40.280	+20
269	nf_resnet50	42.507	57.493	59.530	40.470	25.56	288	0.940	bicubic	-51.873	-39.540	-14
270	resnetrs101	42.443	57.557	57.287	42.713	63.62	288	0.940	bicubic	-52.807	-41.923	-111
271	jx_nest_tiny	42.327	57.673	57.047	42.953	17.06	224	0.875	bicubic	-52.623	-41.783	-79
272	tf_efficientnetv2_b3	42.313	57.687	57.933	42.067	14.36	300	0.904	bicubic	-52.807	-41.267	-99
273	convmixer_1024_20_ks9_p14	42.277	57.723	59.713	40.287	24.38	224	0.960	bicubic	-50.073	-38.707	+177
274	dpn98	42.273	57.727	56.877	43.123	61.57	224	0.875	bicubic	-51.647	-42.043	+29
275	deit_small_patch16_224	42.270	57.730	58.010	41.990	22.05	224	0.900	bicubic	-51.720	-40.950	+22
276	xcit_tiny_24_p16_224	42.263	57.737	56.833	43.167	12.12	224	1.000	bicubic	-51.587	-42.067	+36
277	tf_efficientnet_cc_b1_8e	42.230	57.770	58.420	41.580	39.72	240	0.882	bicubic	-51.340	-40.270	+78
278	legacy_senet154	42.203	57.797	56.593	43.407	115.09	224	0.875	bilinear	-52.527	-42.507	-66
279	cait_xxs24_384	42.177	57.823	57.460	42.540	12.03	384	1.000	bicubic	-52.763	-41.670	-86
280	tf_efficientnet_b2	42.117	57.883	58.193	41.807	9.11	260	0.890	bicubic	-52.093	-40.837	-8
281	gluon_resnext50_32x4d	42.043	57.957	57.663	42.337	25.03	224	0.875	bicubic	-51.607	-41.287	+60
282	resnext50_32x4d	41.970	58.030	56.753	43.247	25.03	224	0.950	bicubic	-52.600	-42.047	-46
283	ecaresnet50d_pruned	41.953	58.047	58.210	41.790	19.94	224	0.875	bicubic	-51.867	-40.790	+33
284	efficientnet_b2	41.933	58.067	58.293	41.707	9.11	288	1.000	bicubic	-52.437	-40.757	-28
285	xcit_tiny_12_p16_224_dist	41.933	58.067	57.233	42.767	6.72	224	1.000	bicubic	-51.407	-41.507	+94
286	hrnet_w64	41.637	58.363	57.123	42.877	128.06	224	0.875	bilinear	-52.203	-41.807	+28
287	dla102x2	41.637	58.363	57.957	42.043	41.28	224	0.875	bilinear	-52.363	-41.073	+10
288	gluon_senet154	41.623	58.377	56.383	43.617	115.09	224	0.875	bicubic	-53.087	-42.587	-74
289	inception_v4	41.573	58.427	55.383	44.617	42.68	299	0.875	bicubic	-52.807	-43.437	-35
290	haloregnetz_b	41.543	58.457	57.083	42.917	11.68	224	0.940	bicubic	-52.977	-42.087	-46
291	efficientnet_em	41.497	58.503	58.877	41.123	6.90	240	0.882	bicubic	-52.243	-40.053	+37
292	efficientnet_el	41.493	58.507	58.303	41.697	10.59	300	0.904	bicubic	-53.177	-40.827	-71
293	tf_efficientnet_cc_b0_8e	41.490	58.510	57.373	42.627	24.01	224	0.875	bicubic	-51.380	-41.087	+122
294	halo2botnet50ts_256	41.477	58.523	56.200	43.800	22.64	256	0.950	bicubic	-53.533	-42.780	-111
295	swin_tiny_patch4_window7_224	41.453	58.547	57.310	42.690	28.29	224	0.900	bicubic	-53.167	-41.720	-68
296	cait_xxs24_224	41.390	58.610	57.520	42.480	11.96	224	1.000	bicubic	-52.100	-41.250	+68
297	resnetv2_50	41.380	58.620	56.763	43.237	25.55	224	0.950	bicubic	-52.890	-42.167	-32
298	tv_resnet152	41.333	58.667	57.517	42.483	60.19	224	0.875	bilinear	-51.907	-41.233	+89
299	xception71	41.277	58.723	55.880	44.120	42.34	299	0.903	bicubic	-52.603	-43.070	+10
300	dpn92	41.273	58.727	56.330	43.670	37.67	224	0.875	bicubic	-52.907	-42.600	-25
301	gcresnext50ts	41.270	58.730	57.143	42.857	15.67	256	0.900	bicubic	-53.140	-41.847	-51
302	adv_inception_v3	41.267	58.733	56.317	43.683	23.83	299	0.875	bicubic	-51.743	-42.513	+99
303	gernet_s	41.250	58.750	58.830	41.170	8.17	224	0.875	bilinear	-51.190	-39.670	+141
304	resnetblur50	41.073	58.927	57.083	42.917	25.56	224	0.875	bicubic	-52.637	-41.717	+28
305	nf_regnet_b1	41.010	58.990	58.117	41.883	10.22	288	0.900	bicubic	-52.870	-40.623	+3
306	gluon_resnet50_v1d	40.970	59.030	57.143	42.857	25.58	224	0.875	bicubic	-52.560	-41.567	+52
307	fbnetv3_b	40.950	59.050	58.660	41.340	8.60	256	0.950	bilinear	-52.700	-40.030	+33
308	gluon_inception_v3	40.903	59.097	55.617	44.383	23.83	299	0.875	bicubic	-52.637	-43.213	+49
309	ese_vovnet39b	40.870	59.130	56.947	43.053	24.57	224	0.875	bicubic	-52.980	-41.813	+4
310	levit_192	40.840	59.160	56.693	43.307	10.95	224	0.900	bicubic	-52.870	-42.127	+25
311	resnet34d	40.810	59.190	56.533	43.467	21.82	224	0.875	bicubic	-51.830	-41.887	+120
312	regnety_320	40.803	59.197	56.110	43.890	145.05	224	0.875	bicubic	-53.717	-42.850	-69
313	xception	40.767	59.233	56.383	43.617	22.86	299	0.897	bicubic	-52.873	-42.377	+29
314	resnet50_gn	40.740	59.260	55.743	44.257	25.56	224	0.940	bicubic	-53.440	-43.177	-38
315	lamhalobotnet50ts_256	40.737	59.263	56.100	43.900	22.57	256	0.950	bicubic	-54.043	-42.880	-108
316	skresnext50_32x4d	40.693	59.307	56.037	43.963	27.48	224	0.875	bicubic	-53.257	-42.793	-16
317	gluon_resnet101_v1b	40.677	59.323	56.123	43.877	44.55	224	0.875	bicubic	-53.093	-42.567	+7
318	hrnet_w40	40.670	59.330	56.757	43.243	57.56	224	0.875	bilinear	-53.040	-42.043	+13
319	resmlp_24_224	40.643	59.357	56.570	43.430	30.02	224	0.875	bicubic	-52.797	-42.240	+49
320	repvgg_b1	40.590	59.410	57.833	42.167	57.42	224	0.875	bilinear	-52.820	-40.957	+54
321	halonet50ts	40.577	59.423	55.203	44.797	22.73	256	0.940	bicubic	-54.133	-43.617	-106
322	tf_efficientnet_lite3	40.570	59.430	56.480	43.520	8.20	300	0.904	bilinear	-53.550	-42.480	-37
323	tresnet_m_448	40.527	59.473	56.703	43.297	31.39	448	0.875	bilinear	-54.123	-42.447	-98
324	xcit_tiny_12_p8_224	40.527	59.473	55.620	44.380	6.71	224	1.000	bicubic	-53.833	-43.450	-66
325	dla169	40.503	59.497	57.260	42.740	53.39	224	0.875	bilinear	-53.297	-41.650	-4
326	pit_xs_224	40.490	59.510	56.540	43.460	10.62	224	0.900	bicubic	-52.420	-42.230	+83
327	repvgg_b2	40.467	59.533	57.773	42.227	89.02	224	0.875	bilinear	-53.123	-41.297	+25
328	regnetx_320	40.450	59.550	55.663	44.337	107.81	224	0.875	bicubic	-53.770	-43.387	-57
329	coat_mini	40.427	59.573	55.157	44.843	10.34	224	0.900	bicubic	-54.343	-43.923	-120
330	skresnet34	40.397	59.603	56.737	43.263	22.28	224	0.875	bicubic	-52.173	-41.783	+107
331	efficientnet_el_pruned	40.390	59.610	56.903	43.097	10.59	300	0.904	bicubic	-53.690	-42.117	-44
332	efficientnet_b2_pruned	40.380	59.620	56.537	43.463	8.31	260	0.890	bicubic	-53.420	-42.303	-12
333	resnet50	40.373	59.627	54.670	45.330	25.56	224	0.950	bicubic	-53.557	-43.800	-31
334	wide_resnet101_2	40.373	59.627	55.783	44.217	126.89	224	0.875	bilinear	-53.347	-43.027	-4
335	legacy_seresnext101_32x4d	40.350	59.650	54.827	45.173	48.96	224	0.875	bilinear	-53.770	-44.143	-51
336	coat_lite_mini	40.347	59.653	55.707	44.293	11.01	224	0.900	bicubic	-53.113	-43.073	+30
337	sebotnet33ts_256	40.340	59.660	53.207	46.793	13.70	256	0.940	bicubic	-53.970	-45.393	-75
338	tf_efficientnet_b0_ap	40.340	59.660	56.777	43.223	5.29	224	0.875	bicubic	-52.270	-41.593	+95
339	regnetx_160	40.270	59.730	56.060	43.940	54.28	224	0.875	bicubic	-53.620	-43.030	-34
340	xception65	40.270	59.730	55.277	44.723	39.92	299	0.903	bicubic	-53.490	-43.583	-14
341	densenet201	40.267	59.733	56.700	43.300	20.01	224	0.875	bicubic	-52.423	-41.950	+84
342	resnext50d_32x4d	40.163	59.837	55.487	44.513	25.05	224	0.875	bicubic	-53.647	-43.253	-23
343	eca_resnet33ts	40.130	59.870	56.997	43.003	19.68	256	0.900	bicubic	-53.730	-41.893	-32
344	vit_base_patch16_224_sam	40.103	59.897	55.430	44.570	86.57	224	0.900	bicubic	-53.787	-43.460	-37
345	hrnet_w48	40.097	59.903	56.640	43.360	77.47	224	0.875	bilinear	-53.933	-42.400	-53
346	legacy_seresnet152	40.050	59.950	55.813	44.187	66.82	224	0.875	bilinear	-53.390	-43.037	+21
347	hrnet_w30	40.030	59.970	57.117	42.883	37.71	224	0.875	bilinear	-53.360	-41.713	+29
348	regnetz_b16	40.000	60.000	55.630	44.370	9.72	288	0.940	bicubic	-54.680	-43.530	-128
349	regnetx_080	39.993	60.007	55.967	44.033	39.57	224	0.875	bicubic	-53.797	-42.933	-27
350	tf_efficientnet_b1	39.980	60.020	56.130	43.870	7.79	240	0.882	bicubic	-53.730	-42.680	-17
351	gluon_resnet101_v1c	39.950	60.050	55.310	44.690	44.57	224	0.875	bicubic	-53.740	-43.450	-15
352	resmlp_12_distilled_224	39.850	60.150	57.447	42.553	15.35	224	0.875	bicubic	-53.020	-41.173	+62
353	seresnet33ts	39.827	60.173	56.517	43.483	19.78	256	0.900	bicubic	-54.443	-42.263	-86
354	tf_efficientnetv2_b0	39.777	60.223	56.287	43.713	7.14	224	0.875	bicubic	-53.283	-42.413	+40
355	res2net50_26w_8s	39.767	60.233	54.907	45.093	48.40	224	0.875	bilinear	-53.653	-43.783	+18
356	lambda_resnet50ts	39.733	60.267	54.350	45.650	21.54	256	0.950	bicubic	-54.837	-44.300	-121
357	res2net101_26w_4s	39.713	60.287	54.553	45.447	45.21	224	0.875	bilinear	-53.807	-44.047	+3
358	regnetx_120	39.690	60.310	55.650	44.350	46.11	224	0.875	bicubic	-54.570	-43.540	-89
359	hrnet_w44	39.673	60.327	55.327	44.673	67.06	224	0.875	bilinear	-53.937	-43.623	-11
360	vit_small_patch32_224	39.670	60.330	55.253	44.747	22.88	224	0.900	bicubic	-52.490	-43.257	+100
361	resmlp_big_24_224	39.623	60.377	54.827	45.173	129.14	224	0.875	bicubic	-54.647	-43.993	-97
362	densenet161	39.617	60.383	56.140	43.860	28.68	224	0.875	bicubic	-53.273	-42.670	+50
363	mixnet_xl	39.610	60.390	55.880	44.120	11.90	224	0.875	bicubic	-54.620	-42.940	-93
364	xception41	39.603	60.397	55.033	44.967	26.97	299	0.903	bicubic	-53.877	-43.717	+1
365	tf_efficientnetv2_b1	39.570	60.430	55.347	44.653	8.14	240	0.882	bicubic	-54.140	-43.453	-31
366	dla102x	39.563	60.437	56.307	43.693	26.31	224	0.875	bilinear	-53.957	-42.543	-7
367	gcresnet33ts	39.550	60.450	55.823	44.177	19.88	256	0.900	bicubic	-54.270	-43.087	-50
368	xcit_tiny_12_p16_224	39.547	60.453	55.023	44.977	6.72	224	1.000	bicubic	-52.913	-43.607	+75
369	sehalonet33ts	39.537	60.463	54.003	45.997	13.69	256	0.940	bicubic	-54.993	-44.757	-128
370	rexnet_130	39.487	60.513	56.633	43.367	7.56	224	0.875	bicubic	-54.193	-42.077	-32
371	hrnet_w32	39.463	60.537	56.130	43.870	41.23	224	0.875	bilinear	-53.487	-42.710	+35
372	levit_128	39.437	60.563	55.363	44.637	9.21	224	0.900	bicubic	-53.603	-43.317	+23
373	resnetv2_50x1_bitm	39.430	60.570	57.853	42.147	25.55	448	1.000	bilinear	-55.320	-41.327	-163
374	densenetblur121d	39.383	60.617	56.637	43.363	8.00	224	0.875	bicubic	-53.017	-41.773	+74
375	regnety_064	39.383	60.617	55.787	44.213	30.58	224	0.875	bicubic	-54.747	-43.243	-93
376	regnety_120	39.357	60.643	55.273	44.727	51.82	224	0.875	bicubic	-54.653	-43.757	-81
377	tf_efficientnet_el	39.307	60.693	55.377	44.623	10.59	300	0.904	bicubic	-55.053	-43.723	-120
378	tv_resnet101	39.290	60.710	55.793	44.207	44.55	224	0.875	bilinear	-53.590	-42.867	+35
379	tf_inception_v3	39.240	60.760	54.310	45.690	23.83	299	0.875	bicubic	-53.960	-44.170	+9
380	gluon_resnet50_v1s	39.230	60.770	55.013	44.987	25.68	224	0.875	bicubic	-54.360	-43.827	-29
381	tf_efficientnetv2_b2	39.170	60.830	54.567	45.433	10.10	260	0.890	bicubic	-54.900	-44.363	-91
382	densenet169	39.163	60.837	55.843	44.157	14.15	224	0.875	bicubic	-53.127	-42.747	+71
383	legacy_seresnet101	39.027	60.973	55.003	44.997	49.33	224	0.875	bilinear	-54.243	-43.697	-1
384	efficientnet_b1_pruned	39.010	60.990	55.640	44.360	6.33	240	0.882	bicubic	-53.960	-42.880	+20
385	repvgg_b1g4	38.997	61.003	56.350	43.650	39.97	224	0.875	bilinear	-54.033	-42.360	+12
386	crossvit_9_dagger_240	38.970	61.030	54.863	45.137	8.78	240	0.875	bicubic	-53.780	-43.647	+37
387	inception_v3	38.960	61.040	53.847	46.153	23.83	299	0.875	bicubic	-53.940	-44.483	+24
388	dpn68	38.943	61.057	54.947	45.053	12.61	224	0.875	bicubic	-53.317	-43.663	+67
389	resnet33ts	38.927	61.073	55.580	44.420	19.68	256	0.900	bicubic	-54.703	-43.180	-46
390	regnety_080	38.920	61.080	55.210	44.790	39.18	224	0.875	bicubic	-54.970	-43.790	-84
391	legacy_seresnext50_32x4d	38.893	61.107	54.603	45.397	27.56	224	0.875	bilinear	-54.537	-44.197	-20
392	dla102	38.840	61.160	55.320	44.680	33.27	224	0.875	bilinear	-54.420	-43.450	-9
393	regnety_040	38.810	61.190	55.560	44.440	20.65	224	0.875	bicubic	-54.800	-43.180	-44
394	densenet121	38.787	61.213	56.280	43.720	7.98	224	0.875	bicubic	-53.153	-42.000	+73
395	resnet32ts	38.773	61.227	55.813	44.187	17.96	256	0.900	bicubic	-54.797	-42.937	-41
396	regnetx_040	38.707	61.293	55.350	44.650	22.12	224	0.875	bicubic	-54.973	-43.590	-59
397	res2net50_14w_8s	38.693	61.307	54.073	45.927	25.06	224	0.875	bilinear	-54.337	-44.747	+1
398	res2net50_26w_6s	38.690	61.310	53.760	46.240	37.05	224	0.875	bilinear	-54.920	-45.200	-52
399	regnetx_032	38.690	61.310	55.163	44.837	15.30	224	0.875	bicubic	-54.560	-43.567	-14
400	selecsls60	38.617	61.383	55.630	44.370	30.67	224	0.875	bicubic	-54.393	-42.860	0
401	dla60x	38.613	61.387	55.383	44.617	17.35	224	0.875	bilinear	-54.577	-43.327	-12
402	tf_efficientnet_b0	38.613	61.387	55.957	44.043	5.29	224	0.875	bicubic	-53.787	-42.513	+47
403	dla60_res2net	38.597	61.403	54.557	45.443	20.85	224	0.875	bilinear	-54.783	-44.303	-26
404	selecsls60b	38.570	61.430	55.307	44.693	32.77	224	0.875	bicubic	-54.930	-43.533	-41
405	repvgg_a2	38.560	61.440	55.763	44.237	28.21	224	0.875	bilinear	-54.120	-42.757	+22
406	hardcorenas_f	38.507	61.493	55.663	44.337	8.20	224	0.875	bilinear	-54.473	-42.957	-3
407	dla60_res2next	38.453	61.547	54.953	45.047	17.03	224	0.875	bilinear	-55.117	-43.837	-54
408	resmlp_12_224	38.443	61.557	56.323	43.677	15.35	224	0.875	bicubic	-53.677	-42.247	+53
409	regnetx_064	38.427	61.573	54.993	45.007	26.21	224	0.875	bicubic	-55.193	-44.057	-63
410	gluon_resnet50_v1b	38.413	61.587	54.810	45.190	25.56	224	0.875	bicubic	-54.147	-43.740	+28
411	tf_efficientnet_cc_b0_4e	38.407	61.593	55.150	44.850	13.31	224	0.875	bicubic	-54.433	-43.290	+7
412	hrnet_w18	38.267	61.733	55.640	44.360	21.30	224	0.875	bilinear	-54.483	-43.020	+12
413	tinynet_a	38.220	61.780	55.180	44.820	6.19	192	0.875	bicubic	-54.570	-43.380	+9
414	mixnet_l	38.157	61.843	54.753	45.247	7.33	224	0.875	bicubic	-55.113	-43.987	-33
415	hardcorenas_e	38.130	61.870	55.163	44.837	8.07	224	0.875	bilinear	-54.820	-43.407	-10
416	efficientnet_b1	38.087	61.913	54.010	45.990	7.79	256	1.000	bicubic	-54.943	-44.690	-17
417	coat_lite_tiny	38.063	61.937	53.467	46.533	5.72	224	0.900	bicubic	-54.797	-45.163	-1
418	gmixer_24_224	38.057	61.943	52.083	47.917	24.72	224	0.875	bicubic	-54.623	-46.197	+8
419	resnetrs50	37.957	62.043	53.310	46.690	35.69	224	0.910	bicubic	-56.063	-45.540	-125
420	hardcorenas_c	37.887	62.113	55.720	44.280	5.52	224	0.875	bilinear	-54.443	-42.630	+31
421	gluon_resnet50_v1c	37.850	62.150	54.117	45.883	25.58	224	0.875	bicubic	-55.070	-44.573	-14
422	res2net50_26w_4s	37.817	62.183	53.080	46.920	25.70	224	0.875	bilinear	-55.363	-45.590	-32
423	efficientnet_es	37.777	62.223	54.977	45.023	5.44	224	0.875	bicubic	-55.143	-43.733	-15
424	resnest14d	37.773	62.227	56.463	43.537	10.61	224	0.875	bilinear	-53.347	-41.867	+73
425	tv_resnext50_32x4d	37.743	62.257	54.100	45.900	25.03	224	0.875	bilinear	-55.167	-44.620	-15
426	resnet26t	37.697	62.303	55.257	44.743	16.01	256	0.940	bicubic	-54.973	-43.323	+4
427	ecaresnet26t	37.643	62.357	54.350	45.650	16.01	320	0.950	bicubic	-56.307	-44.570	-128
428	hardcorenas_d	37.550	62.450	54.727	45.273	7.50	224	0.875	bilinear	-55.050	-43.703	+6
429	res2next50	37.487	62.513	52.867	47.133	24.67	224	0.875	bilinear	-55.653	-45.783	-37
430	resnet34	37.453	62.547	54.300	45.700	21.80	224	0.875	bilinear	-53.747	-43.940	+62
431	pit_ti_distilled_224	37.327	62.673	55.133	44.867	5.10	224	0.900	bicubic	-53.573	-43.087	+73
432	lambda_resnet26t	37.293	62.707	53.567	46.433	10.96	256	0.940	bicubic	-56.107	-45.173	-57
433	hardcorenas_b	37.230	62.770	55.067	44.933	5.18	224	0.875	bilinear	-54.700	-43.333	+35
434	mobilenetv3_large_100_miil	37.213	62.787	53.513	46.487	5.48	224	0.875	bilinear	-55.037	-44.737	+22
435	eca_halonext26ts	37.177	62.823	53.117	46.883	10.76	256	0.940	bicubic	-56.383	-45.563	-79
436	res2net50_48w_2s	37.123	62.877	53.343	46.657	25.29	224	0.875	bilinear	-55.667	-45.137	-15
437	lambda_resnet26rpt_256	37.077	62.923	53.840	46.160	10.99	256	0.940	bicubic	-56.353	-45.040	-67
438	dla60	37.073	62.927	54.203	45.797	22.04	224	0.875	bilinear	-55.597	-44.427	-10
439	bat_resnext26ts	37.063	62.937	53.747	46.253	10.73	256	0.900	bicubic	-56.037	-44.983	-46
440	rexnet_100	37.057	62.943	54.030	45.970	4.80	224	0.875	bicubic	-55.783	-44.590	-23
441	regnety_016	37.013	62.987	54.083	45.917	11.20	224	0.875	bicubic	-55.987	-44.597	-39
442	tf_mixnet_l	36.977	63.023	52.577	47.423	7.33	224	0.875	bicubic	-56.063	-45.963	-46
443	botnet26t_256	36.970	63.030	53.073	46.927	12.49	256	0.950	bicubic	-56.460	-45.587	-74
444	legacy_seresnet50	36.873	63.127	53.473	46.527	28.09	224	0.875	bilinear	-55.797	-45.177	-15
445	halonet26t	36.843	63.157	52.290	47.710	12.48	256	0.950	bicubic	-56.757	-46.350	-95
446	tv_densenet121	36.807	63.193	54.030	45.970	7.98	224	0.875	bicubic	-54.603	-44.220	+39
447	tf_efficientnet_lite2	36.803	63.197	53.323	46.677	6.09	260	0.890	bicubic	-55.777	-45.227	-11
448	mobilenetv2_120d	36.783	63.217	54.047	45.953	5.83	224	0.875	bicubic	-55.827	-44.453	-16
449	tf_efficientnet_lite1	36.740	63.260	53.587	46.413	5.42	240	0.882	bicubic	-55.570	-44.903	+3
450	regnetx_016	36.680	63.320	53.307	46.693	9.19	224	0.875	bicubic	-55.860	-45.243	-11
451	eca_botnext26ts_256	36.670	63.330	52.477	47.523	10.59	256	0.950	bicubic	-56.690	-46.223	-73
452	hardcorenas_a	36.643	63.357	54.910	45.090	5.26	224	0.875	bilinear	-54.977	-43.260	+25
453	levit_128s	36.623	63.377	53.137	46.863	7.78	224	0.900	bicubic	-54.877	-45.263	+27
454	efficientnet_b0	36.603	63.397	53.487	46.513	5.29	224	0.875	bicubic	-55.877	-45.193	-14
455	vit_base_patch32_224_sam	36.547	63.453	53.043	46.957	88.22	224	0.900	bicubic	-53.313	-44.557	+66
456	xcit_nano_12_p8_224_dist	36.540	63.460	52.883	47.117	3.05	224	1.000	bicubic	-55.880	-45.647	-10
457	tf_efficientnet_em	36.370	63.630	52.843	47.157	6.90	240	0.882	bicubic	-56.810	-45.827	-66
458	skresnet18	36.320	63.680	54.193	45.807	11.96	224	0.875	bicubic	-53.850	-43.587	+59
459	repvgg_b0	36.277	63.723	54.050	45.950	15.82	224	0.875	bilinear	-55.403	-44.400	+15
460	tv_resnet50	36.183	63.817	52.807	47.193	25.56	224	0.875	bilinear	-55.937	-45.613	+2
461	xcit_nano_12_p16_384_dist	36.150	63.850	53.253	46.747	3.05	384	1.000	bicubic	-55.960	-45.267	+2
462	legacy_seresnet34	36.140	63.860	52.553	47.447	21.96	224	0.875	bilinear	-55.340	-45.647	+19
463	coat_tiny	36.123	63.877	51.060	48.940	5.50	224	0.900	bicubic	-57.387	-47.630	-102
464	tv_resnet34	36.087	63.913	53.533	46.467	21.80	224	0.875	bilinear	-54.203	-44.447	+51
465	deit_tiny_distilled_patch16_224	36.027	63.973	54.230	45.770	5.91	224	0.900	bicubic	-55.083	-44.040	+34
466	mobilenetv2_140	36.017	63.983	53.950	46.050	6.11	224	0.875	bicubic	-56.033	-44.300	-1
467	tf_efficientnet_lite0	35.927	64.073	53.470	46.530	4.65	224	0.875	bicubic	-55.373	-44.620	+20
468	seresnext26ts	35.827	64.173	53.930	46.070	10.39	256	0.900	bicubic	-56.983	-44.670	-48
469	selecsls42b	35.817	64.183	52.497	47.503	32.46	224	0.875	bicubic	-56.663	-45.943	-28
470	xcit_nano_12_p8_384_dist	35.777	64.223	52.300	47.700	3.05	384	1.000	bicubic	-57.503	-46.550	-90
471	gluon_resnet34_v1b	35.767	64.233	52.183	47.817	21.80	224	0.875	bicubic	-55.333	-45.997	+29
472	dla34	35.640	64.360	52.783	47.217	15.74	224	0.875	bilinear	-55.590	-45.397	+18
473	mixnet_m	35.637	64.363	52.433	47.567	5.01	224	0.875	bicubic	-56.633	-45.917	-19
474	efficientnet_lite0	35.633	64.367	53.653	46.347	4.65	224	0.875	bicubic	-55.617	-44.597	+15
475	ssl_resnet18	35.590	64.410	53.737	46.263	11.69	224	0.875	bilinear	-55.110	-44.293	+32
476	mobilenetv3_rw	35.547	64.453	53.713	46.287	5.48	224	0.875	bicubic	-55.993	-44.557	+3
477	efficientnet_es_pruned	35.397	64.603	52.843	47.157	5.44	224	0.875	bicubic	-56.313	-45.567	-4
478	mobilenetv2_110d	35.287	64.713	52.837	47.163	4.52	224	0.875	bicubic	-56.063	-45.353	+8
479	tf_mixnet_m	35.187	64.813	50.983	49.017	5.01	224	0.875	bicubic	-57.013	-47.437	-20
480	hrnet_w18_small_v2	35.177	64.823	52.420	47.580	15.60	224	0.875	bilinear	-55.993	-45.920	+13
481	resnet18d	35.127	64.873	52.893	47.107	11.71	224	0.875	bicubic	-54.863	-44.937	+38
482	xcit_nano_12_p16_224_dist	35.127	64.873	52.550	47.450	3.05	224	1.000	bicubic	-55.043	-45.210	+36
483	eca_resnext26ts	35.057	64.943	52.303	47.697	10.30	256	0.900	bicubic	-57.353	-46.317	-36
484	resnext26ts	35.043	64.957	53.420	46.580	10.30	256	0.900	bicubic	-57.177	-44.830	-27
485	convit_tiny	35.043	64.957	51.773	48.227	5.71	224	0.875	bicubic	-55.507	-46.447	+25
486	gcresnext26ts	34.937	65.063	51.667	48.333	10.48	256	0.900	bicubic	-57.533	-46.823	-44
487	tinynet_b	34.873	65.127	52.017	47.983	3.73	188	0.875	bicubic	-56.257	-46.053	+9
488	ese_vovnet19b_dw	34.823	65.177	52.047	47.953	6.54	224	0.875	bicubic	-57.187	-46.463	-22
489	regnety_008	34.807	65.193	51.750	48.250	6.26	224	0.875	bicubic	-57.103	-46.670	-20
490	pit_ti_224	34.677	65.323	52.150	47.850	4.85	224	0.900	bicubic	-55.763	-45.860	+23
491	crossvit_9_240	34.603	65.397	51.767	48.233	8.55	240	0.875	bicubic	-56.447	-46.543	+11
492	mobilenetv3_large_100	34.603	65.397	52.863	47.137	5.48	224	0.875	bicubic	-56.877	-45.457	-10
493	seresnext26d_32x4d	34.543	65.457	51.550	48.450	16.81	224	0.875	bicubic	-57.887	-46.990	-48
494	seresnext26t_32x4d	34.537	65.463	51.380	48.620	16.81	224	0.875	bicubic	-58.283	-47.180	-75
495	mixer_b16_224	34.430	65.570	48.080	51.920	59.88	224	0.875	bicubic	-56.710	-49.320	0
496	resnet26d	34.280	65.720	51.693	48.307	16.01	224	0.875	bicubic	-57.970	-46.757	-39
497	tf_efficientnet_es	34.260	65.740	51.357	48.643	5.44	224	0.875	bicubic	-57.840	-47.073	-33
498	fbnetc_100	34.253	65.747	51.190	48.810	5.57	224	0.875	bilinear	-57.007	-46.640	-10
499	regnety_006	34.157	65.843	51.273	48.727	6.06	224	0.875	bicubic	-57.403	-47.157	-21
500	tf_mobilenetv3_large_100	33.950	66.050	51.480	48.520	5.48	224	0.875	bilinear	-57.470	-46.780	-16
501	semnasnet_075	33.790	66.210	52.420	47.580	2.91	224	0.875	bicubic	-56.410	-45.550	+15
502	regnetx_008	33.773	66.227	50.540	49.460	7.26	224	0.875	bicubic	-57.387	-47.840	-8
503	mnasnet_100	33.763	66.237	51.177	48.823	4.38	224	0.875	bicubic	-57.437	-46.873	-12
504	lcnet_100	33.757	66.243	52.100	47.900	2.95	224	0.875	bicubic	-55.193	-45.280	+28
505	vit_tiny_r_s16_p8_384	33.653	66.347	50.687	49.313	6.36	384	1.000	bicubic	-58.077	-47.743	-33
506	xcit_nano_12_p8_224	33.577	66.423	50.227	49.773	3.05	224	1.000	bicubic	-57.543	-48.013	-8
507	vit_tiny_patch16_384	33.543	66.457	51.073	48.927	5.79	384	1.000	bicubic	-59.887	-47.757	-135
508	semnasnet_100	33.520	66.480	50.777	49.223	3.89	224	0.875	bicubic	-58.140	-47.493	-32
509	resnet26	33.507	66.493	50.920	49.080	16.00	224	0.875	bicubic	-57.943	-47.350	-26
510	mixnet_s	33.487	66.513	50.993	49.007	4.13	224	0.875	bicubic	-58.293	-47.307	-39
511	spnasnet_100	33.483	66.517	51.267	48.733	4.42	224	0.875	bilinear	-57.117	-46.683	-3
512	crossvit_tiny_240	33.360	66.640	49.897	50.103	7.01	240	0.875	bicubic	-57.180	-48.053	-2
513	vgg19_bn	33.230	66.770	50.803	49.197	143.68	224	0.875	bilinear	-57.760	-47.307	-10
514	ghostnet_100	33.207	66.793	51.157	48.843	5.18	224	0.875	bilinear	-57.233	-46.673	-2
515	regnetx_006	33.147	66.853	50.253	49.747	6.20	224	0.875	bicubic	-57.623	-47.847	-10
516	resnet18	33.067	66.933	51.180	48.820	11.69	224	0.875	bilinear	-55.083	-45.940	+21
517	xcit_nano_12_p16_224	32.957	67.043	49.993	50.007	3.05	224	1.000	bicubic	-56.013	-47.397	+14
518	legacy_seresnext26_32x4d	32.760	67.240	49.253	50.747	16.79	224	0.875	bicubic	-59.820	-49.157	-83
519	hrnet_w18_small	32.663	67.337	50.593	49.407	13.19	224	0.875	bilinear	-57.217	-47.307	+1
520	deit_tiny_patch16_224	32.657	67.343	50.267	49.733	5.72	224	0.900	bicubic	-56.963	-47.693	+4
521	legacy_seresnet18	32.593	67.407	50.323	49.677	11.78	224	0.875	bicubic	-56.667	-47.357	+7
522	mobilenetv2_100	32.517	67.483	50.800	49.200	3.50	224	0.875	bicubic	-57.313	-47.030	0
523	regnetx_004	32.513	67.487	49.337	50.663	5.16	224	0.875	bicubic	-56.957	-48.433	+2
524	gluon_resnet18_v1b	32.407	67.593	49.727	50.273	11.69	224	0.875	bicubic	-56.253	-47.373	+9
525	regnety_004	32.323	67.677	49.447	50.553	4.34	224	0.875	bicubic	-58.447	-48.633	-19
526	tf_mixnet_s	32.183	67.817	48.493	51.507	4.13	224	0.875	bicubic	-59.497	-49.747	-51
527	vit_tiny_patch16_224	32.023	67.977	49.017	50.983	5.72	224	0.900	bicubic	-59.887	-49.323	-57
528	tf_mobilenetv3_large_075	31.867	68.133	49.120	50.880	3.99	224	0.875	bilinear	-58.453	-48.750	-14
529	tf_mobilenetv3_large_minimal_100	31.597	68.403	49.340	50.660	3.92	224	0.875	bilinear	-57.573	-47.980	+1
530	vit_tiny_r_s16_p8_224	30.803	69.197	47.647	52.353	6.34	224	0.900	bicubic	-58.547	-50.053	-3
531	tinynet_c	30.510	69.490	48.480	51.520	2.46	184	0.875	bicubic	-57.910	-48.780	+3
532	lcnet_075	30.370	69.630	48.763	51.237	2.36	224	0.875	bicubic	-56.570	-47.767	+11
533	vgg16_bn	30.357	69.643	47.257	52.743	138.37	224	0.875	bilinear	-60.183	-50.733	-22
534	mnasnet_small	29.997	70.003	48.650	51.350	2.03	224	0.875	bicubic	-54.923	-47.280	+14
535	regnety_002	29.690	70.310	46.813	53.187	3.16	224	0.875	bicubic	-58.500	-50.607	+1
536	vgg13_bn	28.893	71.107	46.737	53.263	133.05	224	0.875	bilinear	-60.307	-50.783	-7
537	regnetx_002	28.860	71.140	45.420	54.580	2.68	224	0.875	bicubic	-58.520	-51.570	+2
538	mobilenetv2_050	28.680	71.320	46.597	53.403	1.97	224	0.875	bicubic	-56.310	-49.023	+9
539	vgg19	28.577	71.423	45.167	54.833	143.67	224	0.875	bilinear	-61.103	-52.383	-16
540	dla60x_c	28.447	71.553	46.193	53.807	1.32	224	0.875	bilinear	-58.663	-50.947	+1
541	vgg11_bn	28.423	71.577	46.443	53.557	132.87	224	0.875	bilinear	-59.967	-50.827	-6
542	tinynet_d	27.967	72.033	45.853	54.147	2.34	152	0.875	bicubic	-57.463	-50.167	+4
543	vgg16	27.877	72.123	44.673	55.327	138.36	224	0.875	bilinear	-61.483	-52.847	-17
544	tf_mobilenetv3_small_100	27.290	72.710	44.427	55.573	2.54	224	0.875	bilinear	-58.680	-51.983	0
545	mixer_l16_224	26.850	73.150	37.917	62.083	208.20	224	0.875	bicubic	-60.120	-56.123	-3
546	vgg11	26.533	73.467	43.460	56.540	132.86	224	0.875	bilinear	-60.807	-53.650	-6
547	vgg13	26.270	73.730	43.373	56.627	133.05	224	0.875	bilinear	-61.300	-53.747	-9
548	lcnet_050	26.220	73.780	44.573	55.427	1.88	224	0.875	bicubic	-56.780	-50.447	+3
549	dla46x_c	26.217	73.783	43.780	56.220	1.07	224	0.875	bilinear	-59.263	-52.660	-4
550	tf_mobilenetv3_small_075	26.203	73.797	43.643	56.357	2.04	224	0.875	bilinear	-58.327	-52.247	0
551	dla46_c	25.500	74.500	43.800	56.200	1.30	224	0.875	bilinear	-59.170	-52.400	-2
552	tf_mobilenetv3_small_minimal_100	25.107	74.893	42.927	57.073	2.04	224	0.875	bilinear	-57.573	-52.083	0
553	tinynet_e	23.363	76.637	41.087	58.913	2.04	106	0.875	bicubic	-56.437	-52.893	0