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	+24
3	ig_resnext101_32x32d	79.467	20.533	89.190	10.810	468.53	224	0.875	bilinear	-17.313	-10.430	+37
4	ig_resnext101_32x16d	78.817	21.183	88.470	11.530	194.03	224	0.875	bilinear	-17.623	-11.070	+68
5	tf_efficientnet_l2_ns_475	76.470	23.530	88.653	11.347	480.31	475	0.936	bicubic	-21.280	-11.167	0
6	swsl_resnext101_32x16d	76.307	23.693	87.743	12.257	194.03	224	0.875	bilinear	-19.973	-11.757	+82
7	ig_resnext101_32x8d	75.800	24.200	86.213	13.787	88.79	224	0.875	bilinear	-20.140	-13.167	+116
8	swsl_resnext101_32x8d	75.587	24.413	86.940	13.060	88.79	224	0.875	bilinear	-20.653	-12.650	+86
9	tf_efficientnet_l2_ns	74.660	25.340	87.543	12.457	480.31	800	0.960	bicubic	-23.120	-12.277	-6
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	73.157	26.843	85.077	14.923	305.67	512	1.000	bicubic	-24.623	-14.813	-7
12	swsl_resnext101_32x4d	72.663	27.337	85.160	14.840	44.18	224	0.875	bilinear	-23.387	-14.370	+99
13	beit_large_patch16_224	71.043	28.957	83.417	16.583	304.43	224	0.900	bicubic	-26.437	-16.273	-6
14	swsl_resnext50_32x4d	68.970	31.030	82.803	17.197	25.03	224	0.875	bilinear	-26.630	-16.637	+141
15	swsl_resnet50	68.283	31.717	83.307	16.693	25.56	224	0.875	bilinear	-26.917	-15.973	+174
16	tf_efficientnet_b7_ns	67.510	32.490	81.383	18.617	66.35	600	0.949	bicubic	-29.690	-18.317	0
17	vit_large_patch16_384	67.060	32.940	78.710	21.290	304.72	384	1.000	bicubic	-30.360	-21.070	-8
18	convnext_xlarge_384_in22ft1k	66.967	33.033	79.703	20.297	350.20	384	1.000	bicubic	-30.583	-20.097	-12
19	swin_large_patch4_window12_384	66.290	33.710	79.787	20.213	196.74	384	1.000	bicubic	-30.890	-19.893	-2
20	convnext_large_384_in22ft1k	65.977	34.023	79.203	20.797	197.77	384	1.000	bicubic	-31.463	-20.577	-12
21	tf_efficientnet_b6_ns	65.590	34.410	79.563	20.437	43.04	528	0.942	bicubic	-31.430	-20.117	+4
22	convnext_xlarge_in22ft1k	65.423	34.577	78.243	21.757	350.20	224	0.875	bicubic	-31.817	-21.487	-8
23	vit_large_patch16_224	64.343	35.657	76.187	23.813	304.33	224	0.900	bicubic	-32.367	-23.463	+24
24	convnext_large_in22ft1k	64.177	35.823	77.580	22.420	197.77	224	0.875	bicubic	-33.083	-22.070	-11
25	vit_large_r50_s32_384	64.107	35.893	75.847	24.153	329.09	384	1.000	bicubic	-32.843	-23.863	+4
26	convnext_base_384_in22ft1k	64.093	35.907	77.737	22.263	88.59	384	1.000	bicubic	-33.197	-22.043	-15
27	swin_large_patch4_window7_224	63.867	36.133	78.177	21.823	196.53	224	0.900	bicubic	-33.083	-21.483	+1
28	beit_base_patch16_384	63.613	36.387	78.120	21.880	86.74	384	1.000	bicubic	-33.717	-21.600	-18
29	swin_base_patch4_window12_384	63.473	36.527	78.067	21.933	87.90	384	1.000	bicubic	-33.647	-21.713	-10
30	tf_efficientnet_b5_ns	63.047	36.953	77.787	22.213	30.39	456	0.934	bicubic	-33.823	-21.853	+5
31	vit_base_patch8_224	62.197	37.803	75.613	24.387	86.58	224	0.900	bicubic	-34.883	-23.997	-10
32	convnext_base_in22ft1k	62.017	37.983	76.037	23.963	88.59	224	0.875	bicubic	-34.823	-23.613	+4
33	tf_efficientnet_b4_ns	61.230	38.770	76.170	23.830	19.34	380	0.922	bicubic	-35.480	-23.470	+13
34	tf_efficientnetv2_l_in21ft1k	60.953	39.047	75.843	24.157	118.52	480	1.000	bicubic	-36.157	-23.867	-14
35	tf_efficientnetv2_xl_in21ft1k	60.680	39.320	74.397	25.603	208.12	512	1.000	bicubic	-36.470	-25.223	-17
36	beit_base_patch16_224	60.320	39.680	75.597	24.403	86.53	224	0.900	bicubic	-36.340	-24.063	+16
37	vit_base_patch16_384	60.193	39.807	73.840	26.160	86.86	384	1.000	bicubic	-36.827	-25.870	-13
38	swin_base_patch4_window7_224	59.543	40.457	74.220	25.780	87.77	224	0.900	bicubic	-37.137	-25.440	+13
39	volo_d5_512	58.917	41.083	73.200	26.800	296.09	512	1.150	bicubic	-38.373	-26.560	-27
40	volo_d5_448	58.790	41.210	73.053	26.947	295.91	448	1.150	bicubic	-38.450	-26.687	-25
41	tf_efficientnetv2_m_in21ft1k	58.640	41.360	73.983	26.017	54.14	480	1.000	bicubic	-38.330	-25.627	-14
42	vit_large_r50_s32_224	58.633	41.367	71.720	28.280	328.99	224	0.900	bicubic	-37.547	-27.810	+57
43	tf_efficientnet_b8_ap	57.830	42.170	72.957	27.043	87.41	672	0.954	bicubic	-38.720	-26.613	+17
44	cait_m48_448	57.477	42.523	71.870	28.130	356.46	448	1.000	bicubic	-39.403	-27.790	-11
45	cait_m36_384	57.467	42.533	72.317	27.683	271.22	384	1.000	bicubic	-39.363	-27.343	-8
46	tf_efficientnet_b3_ns	57.417	42.583	72.380	27.620	12.23	300	0.904	bicubic	-38.683	-27.100	+58
47	volo_d4_448	57.290	42.710	71.533	28.467	193.41	448	1.150	bicubic	-39.780	-28.217	-25
48	vit_base_patch16_224	56.833	43.167	70.643	29.357	86.57	224	0.900	bicubic	-39.467	-28.917	+38
49	volo_d5_224	56.490	43.510	70.647	29.353	295.46	224	0.960	bicubic	-40.390	-28.973	-17
50	xcit_large_24_p8_384_dist	56.350	43.650	71.320	28.680	188.93	384	1.000	bicubic	-40.410	-28.240	-6
51	xcit_large_24_p8_224_dist	56.030	43.970	70.663	29.337	188.93	224	1.000	bicubic	-40.610	-28.797	+3
52	xcit_large_24_p16_384_dist	54.910	45.090	69.853	30.147	189.10	384	1.000	bicubic	-42.030	-29.657	-22
53	volo_d4_224	54.750	45.250	68.863	31.137	192.96	224	0.960	bicubic	-42.030	-30.807	-11
54	vit_base_r50_s16_384	54.400	45.600	69.557	30.443	98.95	384	1.000	bicubic	-42.050	-30.103	+17
55	resnetv2_152x4_bitm	54.320	45.680	70.170	29.830	936.53	480	1.000	bilinear	-42.560	-29.500	-21
56	xcit_large_24_p16_224_dist	54.260	45.740	68.977	31.023	189.10	224	1.000	bicubic	-42.060	-30.523	+28
57	vit_small_r26_s32_384	54.203	45.797	68.753	31.247	36.47	384	1.000	bicubic	-41.857	-30.797	+53
58	volo_d3_448	53.990	46.010	68.020	31.980	86.63	448	1.000	bicubic	-43.030	-31.690	-35
59	tf_efficientnet_b5_ap	53.867	46.133	69.160	30.840	30.39	456	0.934	bicubic	-42.213	-29.990	+47
60	xcit_medium_24_p8_224_dist	53.663	46.337	68.403	31.597	84.32	224	1.000	bicubic	-42.857	-31.107	+3
61	tf_efficientnet_b2_ns	53.600	46.400	70.270	29.730	9.11	260	0.890	bicubic	-41.920	-29.070	+103
62	tf_efficientnet_b6_ap	53.557	46.443	68.550	31.450	43.04	528	0.942	bicubic	-42.813	-31.000	+15
63	cait_s36_384	53.547	46.453	68.003	31.997	68.37	384	1.000	bicubic	-43.083	-31.597	-8
64	convnext_large	53.530	46.470	68.180	31.820	197.77	224	0.875	bicubic	-42.490	-31.290	+51
65	tf_efficientnet_b8	53.413	46.587	69.090	30.910	87.41	672	0.954	bicubic	-43.287	-30.510	-15
66	xcit_medium_24_p8_384_dist	53.407	46.593	68.137	31.863	84.32	384	1.000	bicubic	-43.373	-31.393	-25
67	vit_base_patch32_384	53.297	46.703	68.047	31.953	88.30	384	1.000	bicubic	-42.603	-31.393	+59
68	tf_efficientnet_b7_ap	53.263	46.737	68.877	31.123	66.35	600	0.949	bicubic	-43.087	-30.643	+10
69	xcit_medium_24_p16_384_dist	53.220	46.780	68.057	31.943	84.40	384	1.000	bicubic	-43.480	-31.473	-20
70	tf_efficientnetv2_s_in21ft1k	53.140	46.860	69.003	30.997	21.46	384	1.000	bicubic	-43.330	-30.567	-4
71	tf_efficientnet_b4_ap	53.090	46.910	68.213	31.787	19.34	380	0.922	bicubic	-42.400	-31.177	+95
72	regnetz_e8	53.017	46.983	67.137	32.863	57.70	320	1.000	bicubic	-43.583	-32.473	-16
73	dm_nfnet_f5	52.870	47.130	67.427	32.573	377.21	544	0.954	bicubic	-43.940	-32.243	-34
74	volo_d3_224	52.707	47.293	66.317	33.683	86.33	224	0.960	bicubic	-43.733	-33.303	-1
75	dm_nfnet_f6	52.447	47.553	67.117	32.883	438.36	576	0.956	bicubic	-44.473	-32.603	-44
76	tf_efficientnet_b7	52.390	47.610	68.233	31.767	66.35	600	0.949	bicubic	-44.190	-31.277	-19
77	tf_efficientnetv2_l	52.390	47.610	67.243	32.757	118.52	480	1.000	bicubic	-44.260	-32.317	-24
78	xcit_small_24_p8_384_dist	52.360	47.640	66.840	33.160	47.63	384	1.000	bicubic	-44.460	-32.790	-40
79	swsl_resnet18	52.333	47.667	70.477	29.523	11.69	224	0.875	bilinear	-38.747	-27.733	+456
80	efficientnetv2_rw_m	52.327	47.673	67.210	32.790	53.24	416	1.000	bicubic	-43.943	-32.350	+9
81	deit_base_distilled_patch16_384	52.253	47.747	67.737	32.263	87.63	384	1.000	bicubic	-44.257	-31.853	-17
82	xcit_medium_24_p16_224_dist	52.200	47.800	66.890	33.110	84.40	224	1.000	bicubic	-44.060	-32.520	+9
83	xcit_small_24_p8_224_dist	52.200	47.800	66.763	33.237	47.63	224	1.000	bicubic	-44.350	-32.777	-24
84	dm_nfnet_f3	52.130	47.870	66.747	33.253	254.92	416	0.940	bicubic	-44.600	-32.883	-39
85	resnetv2_152x2_bit_teacher_384	51.933	48.067	68.663	31.337	236.34	384	1.000	bicubic	-44.257	-30.837	+12
86	resmlp_big_24_224_in22ft1k	51.893	48.107	68.470	31.530	129.14	224	0.875	bicubic	-44.457	-31.120	-7
87	xcit_small_24_p16_384_dist	51.887	48.113	66.360	33.640	47.67	384	1.000	bicubic	-44.453	-33.220	-6
88	cait_s24_384	51.773	48.227	66.313	33.687	47.06	384	1.000	bicubic	-44.797	-33.237	-30
89	resnetv2_152x2_bitm	51.753	48.247	69.253	30.747	236.34	448	1.000	bilinear	-44.767	-30.337	-27
90	ecaresnet269d	51.663	48.337	66.047	33.953	102.09	352	1.000	bicubic	-44.797	-33.493	-22
91	vit_base_patch16_224_miil	51.550	48.450	65.207	34.793	86.54	224	0.875	bilinear	-44.480	-34.143	+22
92	convnext_base	51.250	48.750	66.193	33.807	88.59	224	0.875	bicubic	-44.690	-33.187	+30
93	pit_b_distilled_224	51.153	48.847	66.773	33.227	74.79	224	0.900	bicubic	-44.917	-32.607	+14
94	xcit_small_12_p8_384_dist	51.090	48.910	65.843	34.157	26.21	384	1.000	bicubic	-45.390	-33.647	-29
95	dm_nfnet_f4	50.903	49.097	65.557	34.443	316.07	512	0.951	bicubic	-45.877	-34.053	-52
96	tf_efficientnet_b1_ns	50.880	49.120	67.923	32.077	7.79	240	0.882	bicubic	-43.980	-31.327	+139
97	volo_d2_384	50.880	49.120	65.633	34.367	58.87	384	1.000	bicubic	-45.830	-33.967	-49
98	xcit_small_24_p16_224_dist	50.737	49.263	65.010	34.990	47.67	224	1.000	bicubic	-45.063	-34.330	+37
99	tf_efficientnetv2_m	50.553	49.447	66.007	33.993	54.14	480	1.000	bicubic	-45.987	-33.563	-38
100	xcit_small_12_p16_384_dist	50.527	49.473	65.303	34.697	26.25	384	1.000	bicubic	-45.803	-34.187	-17
101	efficientnet_b4	50.503	49.497	65.717	34.283	19.34	384	1.000	bicubic	-45.027	-33.683	+61
102	volo_d1_384	50.473	49.527	64.920	35.080	26.78	384	1.000	bicubic	-45.997	-34.630	-35
103	xcit_small_12_p8_224_dist	50.443	49.557	65.430	34.570	26.21	224	1.000	bicubic	-45.517	-33.990	+18
104	resnetv2_101x3_bitm	50.400	49.600	67.790	32.210	387.93	448	1.000	bilinear	-45.850	-31.790	-12
105	regnetz_040h	50.333	49.667	65.623	34.377	28.94	320	1.000	bicubic	-45.997	-33.897	-23
106	ssl_resnext101_32x16d	50.250	49.750	66.017	33.983	194.03	224	0.875	bilinear	-45.160	-33.393	+68
107	cait_s24_224	50.247	49.753	65.013	34.987	46.92	224	1.000	bicubic	-45.403	-34.257	+45
108	eca_nfnet_l2	50.233	49.767	65.453	34.547	56.72	384	1.000	bicubic	-46.217	-34.177	-38
109	vit_small_patch16_384	50.163	49.837	65.800	34.200	22.20	384	1.000	bicubic	-45.817	-33.790	+10
110	resnest269e	50.153	49.847	64.670	35.330	110.93	416	0.928	bicubic	-45.967	-34.850	-8
111	deit_base_distilled_patch16_224	50.060	49.940	66.227	33.773	87.34	224	0.900	bicubic	-45.690	-33.053	+27
112	tf_efficientnet_b3_ap	50.057	49.943	65.207	34.793	12.23	300	0.904	bicubic	-44.913	-33.903	+106
113	resnest200e	49.870	50.130	64.743	35.257	70.20	320	0.909	bicubic	-46.200	-34.737	-5
114	volo_d2_224	49.813	50.187	64.590	35.410	58.68	224	0.960	bicubic	-46.607	-34.910	-40
115	xception65	49.760	50.240	63.527	36.473	39.92	299	0.940	bicubic	-45.930	-35.783	+34
116	convnext_small	49.570	50.430	64.833	35.167	50.22	224	0.875	bicubic	-46.040	-34.427	+38
117	cait_xs24_384	49.527	50.473	64.903	35.097	26.67	384	1.000	bicubic	-46.483	-34.527	-1
118	tf_efficientnet_b5	49.520	50.480	65.650	34.350	30.39	456	0.934	bicubic	-46.460	-33.800	0
119	resnetv2_152x2_bit_teacher	49.480	50.520	65.613	34.387	236.34	224	0.875	bicubic	-46.270	-33.817	+21
120	resnet200d	49.477	50.523	64.327	35.673	64.69	320	1.000	bicubic	-46.633	-35.133	-17
121	xcit_small_12_p16_224_dist	49.420	50.580	63.850	36.150	26.25	224	1.000	bicubic	-46.320	-35.450	+20
122	resnest101e	49.367	50.633	65.593	34.407	48.28	256	0.875	bilinear	-46.193	-33.677	+37
123	regnetz_040	49.283	50.717	64.063	35.937	27.12	320	1.000	bicubic	-46.897	-35.447	-25
124	seresnet152d	49.250	50.750	64.173	35.827	66.84	320	1.000	bicubic	-47.060	-35.337	-39
125	resnet152d	49.247	50.753	64.410	35.590	60.21	320	1.000	bicubic	-46.623	-35.020	+4
126	vit_base_patch32_224	49.247	50.753	64.340	35.660	88.22	224	0.900	bicubic	-45.143	-34.720	+161
127	xcit_large_24_p8_224	49.243	50.757	62.843	37.157	188.93	224	1.000	bicubic	-46.837	-36.697	-22
128	ssl_resnext101_32x8d	49.097	50.903	65.483	34.517	88.79	224	0.875	bilinear	-46.233	-33.827	+54
129	resmlp_big_24_distilled_224	49.093	50.907	65.470	34.530	129.14	224	0.875	bicubic	-46.777	-33.970	-1
130	volo_d1_224	48.970	51.030	63.183	36.817	26.63	224	0.960	bicubic	-47.060	-36.207	-16
131	repvgg_b3	48.927	51.073	64.880	35.120	123.09	224	0.875	bilinear	-45.633	-34.030	+141
132	resnetrs420	48.860	51.140	63.420	36.580	191.89	416	1.000	bicubic	-47.540	-36.120	-57
133	efficientnetv2_rw_s	48.597	51.403	63.840	36.160	23.94	384	1.000	bicubic	-47.103	-35.540	+14
134	regnetz_d32	48.593	51.407	65.193	34.807	27.58	320	0.950	bicubic	-47.267	-34.237	-3
135	efficientnet_b3	48.563	51.437	64.250	35.750	12.23	320	1.000	bicubic	-46.577	-34.960	+60
136	ecaresnet101d	48.543	51.457	64.103	35.897	44.57	224	0.875	bicubic	-46.617	-35.127	+56
137	dm_nfnet_f2	48.377	51.623	63.237	36.763	193.78	352	0.920	bicubic	-48.083	-36.373	-68
138	vit_small_r26_s32_224	48.367	51.633	63.803	36.197	36.43	224	0.900	bicubic	-46.763	-35.397	+58
139	repvgg_b3g4	48.313	51.687	64.793	35.207	83.83	224	0.875	bilinear	-46.187	-34.227	+140
140	vit_large_patch32_384	48.250	51.750	61.823	38.177	306.63	384	1.000	bicubic	-46.990	-37.497	+46
141	convit_base	48.227	51.773	63.000	37.000	86.54	224	0.875	bicubic	-46.873	-36.140	+62
142	swin_s3_base_224	48.140	51.860	62.270	37.730	71.13	224	0.900	bicubic	-47.900	-37.080	-30
143	resnetrs350	48.060	51.940	62.650	37.350	163.96	384	1.000	bicubic	-48.180	-36.820	-50
144	regnetz_d8	48.013	51.987	64.420	35.580	23.37	320	1.000	bicubic	-47.997	-35.100	-27
145	twins_svt_large	47.947	52.053	62.903	37.097	99.27	224	0.900	bicubic	-47.773	-36.467	0
146	repvgg_b2g4	47.797	52.203	64.380	35.620	61.76	224	0.875	bilinear	-46.013	-34.550	+205
147	mixer_b16_224_miil	47.790	52.210	63.400	36.600	59.88	224	0.875	bilinear	-47.090	-35.680	+85
148	seresnext101_32x8d	47.657	52.343	61.443	38.557	93.57	288	1.000	bicubic	-48.473	-37.917	-47
149	eca_nfnet_l1	47.647	52.353	62.763	37.237	41.41	320	1.000	bicubic	-48.283	-36.727	-25
150	resnetv2_50x3_bitm	47.593	52.407	65.603	34.397	217.32	448	1.000	bilinear	-48.677	-34.027	-60
151	pit_s_distilled_224	47.550	52.450	63.497	36.503	24.04	224	0.900	bicubic	-47.190	-35.683	+93
152	resnest50d_4s2x40d	47.483	52.517	63.810	36.190	30.42	224	0.875	bicubic	-47.227	-35.330	+99
153	efficientnet_b3_pruned	47.450	52.550	62.800	37.200	9.86	300	0.904	bicubic	-47.130	-36.270	+115
154	crossvit_18_dagger_408	47.383	52.617	60.940	39.060	44.61	408	1.000	bicubic	-48.757	-38.530	-54
155	xcit_small_24_p8_224	47.293	52.707	60.980	39.020	47.63	224	1.000	bicubic	-48.617	-38.200	-30
156	tresnet_m	47.223	52.777	62.000	38.000	31.39	224	0.875	bilinear	-48.157	-37.150	+23
157	tf_efficientnet_b6	47.210	52.790	63.117	36.883	43.04	528	0.942	bicubic	-49.080	-36.403	-70
158	convnext_tiny	47.180	52.820	63.217	36.783	28.59	224	0.875	bicubic	-47.780	-35.983	+61
159	ssl_resnext101_32x4d	47.167	52.833	63.380	36.620	44.18	224	0.875	bilinear	-47.993	-35.930	+34
160	resnetrs270	47.107	52.893	62.007	37.993	129.86	352	1.000	bicubic	-48.953	-37.473	-51
161	regnetz_d8_evos	47.080	52.920	63.390	36.610	23.46	320	0.950	bicubic	-49.140	-36.100	-65
162	tf_efficientnet_b4	47.077	52.923	62.867	37.133	19.34	380	0.922	bicubic	-48.513	-36.463	-6
163	xcit_small_12_p8_224	46.983	53.017	60.527	39.473	26.21	224	1.000	bicubic	-48.437	-38.673	+10
164	xcit_large_24_p16_224	46.957	53.043	60.667	39.333	189.10	224	1.000	bicubic	-47.993	-38.163	+59
165	convnext_tiny_hnf	46.940	53.060	61.203	38.797	28.59	224	0.950	bicubic	-47.830	-37.957	+76
166	xception65p	46.930	53.070	61.083	38.917	39.82	299	0.940	bicubic	-48.720	-38.307	-16
167	resnet101d	46.897	53.103	62.323	37.677	44.57	320	1.000	bicubic	-48.853	-37.117	-28
168	resnet152	46.793	53.207	60.420	39.580	60.19	224	0.950	bicubic	-48.777	-38.850	-11
169	gluon_seresnext101_64x4d	46.670	53.330	61.297	38.703	88.23	224	0.875	bicubic	-47.990	-37.683	+86
170	twins_pcpvt_large	46.630	53.370	62.243	37.757	60.99	224	0.900	bicubic	-49.090	-37.247	-26
171	dm_nfnet_f1	46.547	53.453	61.403	38.597	132.63	320	0.910	bicubic	-49.833	-38.067	-95
172	regnetv_064	46.483	53.517	62.253	37.747	30.58	288	1.000	bicubic	-49.287	-37.167	-35
173	xcit_medium_24_p8_224	46.473	53.527	59.647	40.353	84.32	224	1.000	bicubic	-49.397	-39.433	-43
174	crossvit_15_dagger_408	46.457	53.543	60.473	39.527	28.50	408	1.000	bicubic	-49.363	-38.837	-40
175	resnetrs200	46.430	53.570	61.067	38.933	93.21	320	1.000	bicubic	-49.910	-38.483	-95
176	swin_s3_small_224	46.390	53.610	60.893	39.107	49.74	224	0.900	bicubic	-49.440	-38.307	-43
177	fbnetv3_g	46.333	53.667	62.407	37.593	16.62	288	0.950	bilinear	-48.797	-36.513	+22
178	tresnet_xl	46.277	53.723	61.947	38.053	78.44	224	0.875	bilinear	-48.783	-37.313	+33
179	xcit_tiny_24_p8_384_dist	46.257	53.743	60.710	39.290	12.11	384	1.000	bicubic	-49.973	-38.730	-84
180	xcit_tiny_24_p8_224_dist	46.250	53.750	60.597	39.403	12.11	224	1.000	bicubic	-49.210	-38.793	-10
181	gernet_m	46.177	53.823	62.690	37.310	21.14	224	0.875	bilinear	-48.373	-36.240	+92
182	deit_small_distilled_patch16_224	46.170	53.830	62.407	37.593	22.44	224	0.900	bicubic	-48.430	-36.693	+81
183	regnety_160	46.163	53.837	61.843	38.157	83.59	288	1.000	bicubic	-49.717	-37.717	-56
184	crossvit_base_240	46.133	53.867	60.227	39.773	105.03	240	0.875	bicubic	-48.937	-39.063	+25
185	resnest50d_1s4x24d	46.080	53.920	62.370	37.630	25.68	224	0.875	bicubic	-48.300	-36.450	+103
186	tf_efficientnet_b0_ns	46.053	53.947	63.243	36.757	5.29	224	0.875	bicubic	-47.687	-35.737	+175
187	jx_nest_base	46.043	53.957	60.103	39.897	67.72	224	0.875	bicubic	-49.497	-39.197	-27
188	resnet51q	46.030	53.970	60.907	39.093	35.70	288	1.000	bilinear	-49.170	-38.483	+2
189	vit_small_patch16_224	46.003	53.997	61.823	38.177	22.05	224	0.900	bicubic	-48.877	-37.447	+44
190	regnety_080	45.953	54.047	60.867	39.133	39.18	288	1.000	bicubic	-49.897	-38.573	-58
191	resnest50d	45.940	54.060	62.637	37.363	27.48	224	0.875	bilinear	-48.680	-36.343	+68
192	crossvit_18_240	45.897	54.103	60.373	39.627	43.27	240	0.875	bicubic	-49.173	-38.847	+18
193	regnety_032	45.893	54.107	61.540	38.460	19.44	288	1.000	bicubic	-49.587	-37.780	-26
194	twins_pcpvt_base	45.890	54.110	61.343	38.657	43.83	224	0.900	bicubic	-49.570	-38.017	-23
195	twins_svt_base	45.873	54.127	60.967	39.033	56.07	224	0.900	bicubic	-49.697	-38.263	-37
196	levit_384	45.870	54.130	61.700	38.300	39.13	224	0.900	bicubic	-49.340	-37.460	-8
197	crossvit_18_dagger_240	45.857	54.143	59.923	40.077	44.27	240	0.875	bicubic	-49.333	-39.197	-6
198	crossvit_15_dagger_240	45.693	54.307	60.087	39.913	28.21	240	0.875	bicubic	-49.287	-39.073	+18
199	regnetz_c16	45.690	54.310	62.517	37.483	13.46	320	0.940	bicubic	-49.710	-36.793	-24
200	convmixer_1536_20	45.660	54.340	61.767	38.233	51.63	224	0.960	bicubic	-49.310	-37.403	+17
201	gc_efficientnetv2_rw_t	45.650	54.350	60.197	39.803	13.68	288	1.000	bicubic	-49.630	-39.023	-17
202	efficientnetv2_rw_t	45.603	54.397	60.183	39.817	13.65	288	1.000	bicubic	-49.467	-38.797	+6
203	gluon_seresnext101_32x4d	45.597	54.403	61.150	38.850	48.96	224	0.875	bicubic	-48.853	-37.940	+78
204	xcit_tiny_24_p16_384_dist	45.577	54.423	60.510	39.490	12.12	384	1.000	bicubic	-49.903	-38.850	-35
205	xcit_small_24_p16_224	45.540	54.460	58.910	41.090	47.67	224	1.000	bicubic	-49.540	-40.150	+1
206	xcit_medium_24_p16_224	45.530	54.470	59.000	41.000	84.40	224	1.000	bicubic	-49.600	-40.120	-9
207	dm_nfnet_f0	45.470	54.530	60.987	39.013	71.49	256	0.900	bicubic	-50.220	-38.343	-59
208	resnext101_64x4d	45.457	54.543	59.043	40.957	83.46	288	1.000	bicubic	-50.083	-40.247	-47
209	gluon_resnet152_v1d	45.437	54.563	60.073	39.927	60.21	224	0.875	bicubic	-49.003	-38.937	+73
210	nfnet_l0	45.417	54.583	62.080	37.920	35.07	288	1.000	bicubic	-49.973	-37.340	-33
211	ssl_resnext50_32x4d	45.407	54.593	62.030	37.970	25.03	224	0.875	bilinear	-49.293	-37.210	+41
212	resnetv2_50x1_bit_distilled	45.397	54.603	62.297	37.703	25.55	224	0.875	bicubic	-49.993	-37.133	-34
213	xcit_small_12_p16_224	45.387	54.613	59.423	40.577	26.25	224	1.000	bicubic	-49.433	-39.637	+23
214	jx_nest_small	45.357	54.643	59.010	40.990	38.35	224	0.875	bicubic	-50.173	-40.200	-51
215	resnet61q	45.287	54.713	59.407	40.593	36.85	288	1.000	bicubic	-49.823	-39.673	-13
216	tresnet_xl_448	45.230	54.770	61.440	38.560	78.44	448	0.875	bilinear	-50.280	-37.900	-51
217	nasnetalarge	45.210	54.790	57.880	42.120	88.75	331	0.911	bicubic	-49.940	-41.250	-23
218	convit_small	45.203	54.797	60.493	39.507	27.78	224	0.875	bicubic	-49.717	-38.607	+9
219	swin_small_patch4_window7_224	45.163	54.837	60.323	39.677	49.61	224	0.900	bicubic	-50.557	-38.967	-76
220	tf_efficientnet_b3	45.110	54.890	60.643	39.357	12.23	300	0.904	bicubic	-49.800	-38.517	+8
221	resnet101	45.080	54.920	59.590	40.410	44.55	224	0.950	bicubic	-49.880	-39.490	-1
222	rexnet_200	45.050	54.950	62.303	37.697	16.37	224	0.875	bicubic	-49.610	-36.787	+34
223	resnetrs152	44.950	55.050	59.713	40.287	86.62	320	1.000	bicubic	-51.010	-39.667	-103
224	resnetv2_101	44.933	55.067	58.847	41.153	44.54	224	0.950	bicubic	-49.997	-40.353	+1
225	ecaresnetlight	44.890	55.110	60.783	39.217	30.16	224	0.875	bicubic	-49.250	-38.167	+90
226	deit_base_patch16_224	44.873	55.127	59.187	40.813	86.57	224	0.900	bicubic	-50.137	-39.793	-13
227	cait_xxs36_384	44.767	55.233	59.377	40.623	17.37	384	1.000	bicubic	-50.463	-39.953	-40
228	deit_base_patch16_384	44.767	55.233	59.623	40.377	86.86	384	1.000	bicubic	-50.883	-39.617	-77
229	resmlp_36_distilled_224	44.760	55.240	61.067	38.933	44.69	224	0.875	bicubic	-49.790	-38.093	+45
230	gernet_l	44.740	55.260	58.950	41.050	31.08	256	0.875	bilinear	-50.190	-40.180	-4
231	xcit_tiny_24_p16_224_dist	44.720	55.280	59.403	40.597	12.12	224	1.000	bicubic	-49.500	-39.557	+76
232	resmlp_24_distilled_224	44.707	55.293	61.457	38.543	30.02	224	0.875	bicubic	-49.633	-37.633	+63
233	tf_efficientnet_b2_ap	44.703	55.297	60.680	39.320	9.11	260	0.890	bicubic	-49.567	-38.250	+67
234	gmlp_s16_224	44.477	55.523	58.630	41.370	19.42	224	0.875	bicubic	-49.033	-40.150	+159
235	ens_adv_inception_resnet_v2	44.393	55.607	58.123	41.877	55.84	299	0.897	bicubic	-49.737	-40.667	+81
236	tresnet_l	44.363	55.637	59.943	40.057	55.99	224	0.875	bilinear	-50.537	-39.087	-6
237	gluon_resnext101_32x4d	44.297	55.703	59.087	40.913	44.18	224	0.875	bicubic	-49.823	-39.883	+81
238	poolformer_m48	44.267	55.733	59.300	40.700	73.47	224	0.950	bicubic	-50.863	-39.920	-40
239	wide_resnet50_2	44.177	55.823	59.697	40.303	68.88	224	0.875	bicubic	-50.483	-39.353	+18
240	regnetz_c16_evos	44.153	55.847	61.057	38.943	13.49	320	0.950	bicubic	-51.477	-38.363	-87
241	cspresnext50	44.147	55.853	60.537	39.463	20.57	224	0.875	bilinear	-49.633	-38.303	+115
242	resnetv2_101x1_bitm	44.117	55.883	61.977	38.023	44.54	448	1.000	bilinear	-51.203	-37.393	-60
243	crossvit_15_240	44.117	55.883	59.137	40.863	27.53	240	0.875	bicubic	-50.593	-39.933	+6
244	seresnext50_32x4d	44.107	55.893	59.483	40.517	27.56	224	0.875	bicubic	-50.693	-39.647	-7
245	gluon_resnet152_v1s	44.070	55.930	58.707	41.293	60.32	224	0.875	bicubic	-50.650	-40.353	+2
246	pit_b_224	44.067	55.933	58.030	41.970	73.76	224	0.900	bicubic	-50.723	-40.790	-8
247	poolformer_m36	44.030	55.970	59.067	40.933	56.17	224	0.950	bicubic	-50.980	-40.033	-32
248	ssl_resnet50	44.023	55.977	61.907	38.093	25.56	224	0.875	bilinear	-50.287	-36.683	+49
249	inception_resnet_v2	44.003	55.997	57.913	42.087	55.84	299	0.897	bicubic	-50.337	-40.887	+45
250	pnasnet5large	43.953	56.047	56.723	43.277	86.06	331	0.911	bicubic	-51.407	-42.407	-70
251	pit_s_224	43.897	56.103	58.633	41.367	23.46	224	0.900	bicubic	-50.693	-40.287	+15
252	gluon_resnext101_64x4d	43.887	56.113	58.700	41.300	83.46	224	0.875	bicubic	-50.463	-40.180	+41
253	coat_lite_small	43.820	56.180	57.137	42.863	19.84	224	0.900	bicubic	-51.260	-41.893	-48
254	regnetv_040	43.787	56.213	58.467	41.533	20.64	288	1.000	bicubic	-51.943	-40.913	-112
255	tnt_s_patch16_224	43.777	56.223	59.207	40.793	23.76	224	0.900	bicubic	-50.803	-39.973	+14
256	cait_xxs36_224	43.767	56.233	58.733	41.267	17.30	224	1.000	bicubic	-50.163	-40.147	+79
257	ecaresnet50d	43.750	56.250	60.377	39.623	25.58	224	0.875	bicubic	-50.450	-38.643	+52
258	ecaresnet101d_pruned	43.733	56.267	59.603	40.397	24.88	224	0.875	bicubic	-50.717	-39.497	+22
259	swin_s3_tiny_224	43.710	56.290	59.500	40.500	28.33	224	0.900	bicubic	-51.200	-39.610	-30
260	tf_efficientnetv2_s	43.703	56.297	58.597	41.403	21.46	384	1.000	bicubic	-52.007	-40.803	-114
261	rexnet_150	43.693	56.307	60.890	39.110	9.73	224	0.875	bicubic	-50.567	-38.190	+43
262	pit_xs_distilled_224	43.660	56.340	60.710	39.290	11.00	224	0.900	bicubic	-49.580	-38.040	+156
263	xcit_tiny_12_p8_224_dist	43.640	56.360	58.467	41.533	6.71	224	1.000	bicubic	-51.090	-40.633	-18
264	crossvit_small_240	43.467	56.533	58.947	41.053	26.86	240	0.875	bicubic	-51.113	-40.173	+3
265	gluon_resnet101_v1d	43.433	56.567	58.617	41.383	44.57	224	0.875	bicubic	-50.737	-40.323	+47
266	ecaresnet50t	43.413	56.587	59.300	40.700	25.57	320	0.950	bicubic	-51.657	-39.820	-59
267	gluon_resnet101_v1s	43.363	56.637	58.513	41.487	44.67	224	0.875	bicubic	-50.807	-40.497	+46
268	cspdarknet53	43.360	56.640	59.433	40.567	27.64	256	0.887	bilinear	-50.730	-39.547	+52
269	xcit_tiny_24_p8_224	43.307	56.693	57.277	42.723	12.11	224	1.000	bicubic	-51.583	-41.913	-38
270	xcit_tiny_12_p8_384_dist	43.303	56.697	58.180	41.820	6.71	384	1.000	bicubic	-52.037	-41.160	-89
271	dpn68b	43.277	56.723	58.673	41.327	12.61	224	0.875	bicubic	-50.343	-40.027	+106
272	convmixer_768_32	43.267	56.733	59.367	40.633	21.11	224	0.960	bicubic	-51.163	-39.743	+11
273	visformer_small	43.260	56.740	57.977	42.023	40.22	224	0.900	bicubic	-51.700	-41.233	-52
274	eca_nfnet_l0	43.237	56.763	59.910	40.090	24.14	288	1.000	bicubic	-52.213	-39.480	-102
275	regnety_064	43.223	56.777	57.227	42.773	30.58	288	1.000	bicubic	-52.567	-42.063	-139
276	resnest26d	43.143	56.857	60.633	39.367	17.07	224	0.875	bilinear	-50.097	-38.187	+140
277	vit_small_patch32_384	43.140	56.860	59.303	40.697	22.92	384	1.000	bicubic	-51.460	-39.837	-12
278	twins_pcpvt_small	43.087	56.913	58.877	41.123	24.11	224	0.900	bicubic	-51.513	-40.273	-14
279	resmlp_36_224	43.047	56.953	59.313	40.687	44.69	224	0.875	bicubic	-50.603	-39.377	+92
280	cspresnet50	43.040	56.960	59.147	40.853	21.62	256	0.887	bilinear	-50.820	-39.713	+63
281	dpn131	43.037	56.963	57.430	42.570	79.25	224	0.875	bicubic	-50.713	-41.400	+78
282	tf_efficientnet_lite4	42.970	57.030	57.643	42.357	13.01	380	0.920	bilinear	-51.900	-41.447	-48
283	twins_svt_small	42.927	57.073	58.467	41.533	24.06	224	0.900	bicubic	-51.843	-40.613	-41
284	gluon_resnet152_v1b	42.897	57.103	57.733	42.267	60.19	224	0.875	bicubic	-51.133	-41.017	+41
285	fbnetv3_d	42.883	57.117	59.693	40.307	10.31	256	0.950	bilinear	-50.957	-39.217	+61
286	dpn107	42.863	57.137	57.373	42.627	86.92	224	0.875	bicubic	-51.097	-41.457	+46
287	levit_256	42.820	57.180	57.907	42.093	18.89	224	0.900	bicubic	-51.580	-41.153	-2
288	gluon_resnet152_v1c	42.810	57.190	57.733	42.267	60.21	224	0.875	bicubic	-51.080	-41.067	+50
289	tf_efficientnet_b1_ap	42.807	57.193	58.813	41.187	7.79	240	0.882	bicubic	-50.823	-39.987	+87
290	gcresnet50t	42.790	57.210	59.180	40.820	25.90	256	0.900	bicubic	-51.830	-39.940	-28
291	gluon_xception65	42.787	57.213	58.817	41.183	39.92	299	0.903	bicubic	-51.223	-40.203	+37
292	tresnet_l_448	42.743	57.257	58.947	41.053	55.99	448	0.875	bilinear	-52.657	-40.353	-116
293	resnet50d	42.713	57.287	58.683	41.317	25.58	224	0.875	bicubic	-51.357	-40.237	+30
294	gluon_seresnext50_32x4d	42.683	57.317	58.687	41.313	27.56	224	0.875	bicubic	-51.487	-40.223	+20
295	xcit_tiny_12_p16_384_dist	42.587	57.413	58.080	41.920	6.72	384	1.000	bicubic	-51.943	-41.090	-20
296	regnety_040	42.580	57.420	57.027	42.973	20.65	288	1.000	bicubic	-52.900	-42.393	-128
297	resnext101_32x8d	42.570	57.430	58.293	41.707	88.79	224	0.875	bilinear	-51.200	-40.657	+60
298	seresnet50	42.513	57.487	58.680	41.320	28.09	224	0.875	bicubic	-51.567	-40.270	+24
299	nf_resnet50	42.507	57.493	59.530	40.470	25.56	288	0.940	bicubic	-51.883	-39.540	-13
300	resnetrs101	42.443	57.557	57.287	42.713	63.62	288	0.940	bicubic	-52.807	-41.923	-115
301	jx_nest_tiny	42.320	57.680	57.047	42.953	17.06	224	0.875	bicubic	-52.630	-42.053	-79
302	poolformer_s36	42.320	57.680	58.750	41.250	30.86	224	0.900	bicubic	-52.300	-40.280	-41
303	tf_efficientnetv2_b3	42.320	57.680	57.937	42.063	14.36	300	0.904	bicubic	-52.800	-41.293	-103
304	convmixer_1024_20_ks9_p14	42.277	57.723	59.713	40.287	24.38	224	0.960	bicubic	-50.073	-38.707	+179
305	xcit_tiny_24_p16_224	42.277	57.723	56.827	43.173	12.12	224	1.000	bicubic	-51.563	-41.933	+43
306	deit_small_patch16_224	42.273	57.727	58.010	41.990	22.05	224	0.900	bicubic	-51.707	-40.950	+25
307	dpn98	42.273	57.727	56.877	43.123	61.57	224	0.875	bicubic	-51.647	-42.043	+29
308	tf_efficientnet_cc_b1_8e	42.233	57.767	58.427	41.573	39.72	240	0.882	bicubic	-51.337	-40.263	+78
309	legacy_senet154	42.203	57.797	56.590	43.410	115.09	224	0.875	bilinear	-52.527	-42.590	-63
310	cait_xxs24_384	42.187	57.813	57.463	42.537	12.03	384	1.000	bicubic	-52.753	-41.667	-86
311	xception41p	42.160	57.840	56.900	43.100	26.91	299	0.940	bicubic	-52.900	-42.250	-99
312	tf_efficientnet_b2	42.117	57.883	58.193	41.807	9.11	260	0.890	bicubic	-52.093	-40.837	-4
313	gluon_resnext50_32x4d	42.040	57.960	57.670	42.330	25.03	224	0.875	bicubic	-51.610	-41.280	+59
314	resnext50_32x4d	41.970	58.030	56.747	43.253	25.03	224	0.950	bicubic	-52.600	-41.903	-44
315	ecaresnet50d_pruned	41.950	58.050	58.210	41.790	19.94	224	0.875	bicubic	-51.870	-40.790	+34
316	efficientnet_b2	41.930	58.070	58.297	41.703	9.11	288	1.000	bicubic	-52.440	-40.753	-26
317	xcit_tiny_12_p16_224_dist	41.927	58.073	57.233	42.767	6.72	224	1.000	bicubic	-51.423	-41.507	+93
318	hrnet_w64	41.640	58.360	57.123	42.877	128.06	224	0.875	bilinear	-52.200	-41.807	+29
319	dla102x2	41.637	58.363	57.970	42.030	41.28	224	0.875	bilinear	-52.363	-41.060	+11
320	gluon_senet154	41.623	58.377	56.377	43.623	115.09	224	0.875	bicubic	-53.087	-42.593	-71
321	poolformer_s24	41.610	58.390	58.447	41.553	21.39	224	0.900	bicubic	-52.720	-40.613	-25
322	inception_v4	41.580	58.420	55.380	44.620	42.68	299	0.875	bicubic	-52.800	-43.690	-33
323	haloregnetz_b	41.540	58.460	57.087	42.913	11.68	224	0.940	bicubic	-52.980	-41.883	-47
324	efficientnet_em	41.497	58.503	58.870	41.130	6.90	240	0.882	bicubic	-52.243	-40.060	+36
325	tf_efficientnet_cc_b0_8e	41.487	58.513	57.377	42.623	24.01	224	0.875	bicubic	-51.383	-41.083	+121
326	efficientnet_el	41.487	58.513	58.310	41.690	10.59	300	0.904	bicubic	-53.183	-40.820	-71
327	halo2botnet50ts_256	41.467	58.533	56.200	43.800	22.64	256	0.950	bicubic	-53.543	-42.840	-113
328	swin_tiny_patch4_window7_224	41.460	58.540	57.303	42.697	28.29	224	0.900	bicubic	-53.160	-41.747	-68
329	resnetv2_50	41.390	58.610	56.750	43.250	25.55	224	0.950	bicubic	-52.880	-42.030	-28
330	cait_xxs24_224	41.380	58.620	57.523	42.477	11.96	224	1.000	bicubic	-52.110	-41.257	+65
331	tv_resnet152	41.337	58.663	57.527	42.473	60.19	224	0.875	bilinear	-51.903	-41.323	+86
332	xception71	41.277	58.723	55.880	44.120	42.34	299	0.903	bicubic	-52.613	-43.070	+9
333	dpn92	41.270	58.730	56.337	43.663	37.67	224	0.875	bicubic	-52.910	-42.593	-23
334	gcresnext50ts	41.267	58.733	57.137	42.863	15.67	256	0.900	bicubic	-53.143	-41.853	-51
335	adv_inception_v3	41.267	58.733	56.317	43.683	23.83	299	0.875	bicubic	-51.743	-42.173	+98
336	gernet_s	41.257	58.743	58.833	41.167	8.17	224	0.875	bilinear	-51.183	-39.667	+141
337	resnetv2_50d_evos	41.133	58.867	56.047	43.953	25.59	288	0.950	bicubic	-53.987	-43.153	-136
338	resnetblur50	41.073	58.927	57.080	42.920	25.56	224	0.875	bicubic	-52.637	-41.730	+27
339	nf_regnet_b1	41.007	58.993	58.117	41.883	10.22	288	0.900	bicubic	-52.873	-40.623	+3
340	gluon_resnet50_v1d	40.967	59.033	57.147	42.853	25.58	224	0.875	bicubic	-52.563	-41.563	+49
341	fbnetv3_b	40.940	59.060	58.660	41.340	8.60	256	0.950	bilinear	-52.700	-40.100	+33
342	gluon_inception_v3	40.907	59.093	55.617	44.383	23.83	299	0.875	bicubic	-52.633	-43.213	+46
343	ese_vovnet39b	40.870	59.130	56.943	43.057	24.57	224	0.875	bicubic	-52.980	-41.957	+2
344	levit_192	40.840	59.160	56.693	43.307	10.95	224	0.900	bicubic	-52.870	-42.107	+20
345	resnet34d	40.810	59.190	56.533	43.467	21.82	224	0.875	bicubic	-51.830	-41.887	+118
346	regnety_320	40.803	59.197	56.110	43.890	145.05	224	0.875	bicubic	-53.717	-43.060	-69
347	resnetv2_50d_gn	40.783	59.217	56.207	43.793	25.57	288	0.950	bicubic	-54.317	-42.853	-143
348	xception	40.770	59.230	56.383	43.617	22.86	299	0.897	bicubic	-52.870	-42.527	+25
349	lamhalobotnet50ts_256	40.747	59.253	56.097	43.903	22.57	256	0.950	bicubic	-54.033	-42.883	-110
350	resnet50_gn	40.737	59.263	55.743	44.257	25.56	224	0.940	bicubic	-53.443	-43.177	-39
351	skresnext50_32x4d	40.690	59.310	56.023	43.977	27.48	224	0.875	bicubic	-53.260	-42.807	-17
352	hrnet_w40	40.680	59.320	56.757	43.243	57.56	224	0.875	bilinear	-53.030	-42.043	+10
353	gluon_resnet101_v1b	40.680	59.320	56.127	43.873	44.55	224	0.875	bicubic	-53.080	-42.573	+6
354	resmlp_24_224	40.643	59.357	56.570	43.430	30.02	224	0.875	bicubic	-52.797	-42.240	+46
355	repvgg_b1	40.590	59.410	57.830	42.170	57.42	224	0.875	bilinear	-52.820	-40.960	+50
356	halonet50ts	40.573	59.427	55.203	44.797	22.73	256	0.940	bicubic	-54.137	-43.617	-106
357	tf_efficientnet_lite3	40.567	59.433	56.477	43.523	8.20	300	0.904	bilinear	-53.553	-42.463	-40
358	xcit_tiny_12_p8_224	40.530	59.470	55.620	44.380	6.71	224	1.000	bicubic	-53.830	-43.450	-66
359	tresnet_m_448	40.527	59.473	56.703	43.297	31.39	448	0.875	bilinear	-54.123	-42.447	-101
360	dla169	40.497	59.503	57.267	42.733	53.39	224	0.875	bilinear	-53.303	-41.643	-6
361	pit_xs_224	40.483	59.517	56.533	43.467	10.62	224	0.900	bicubic	-52.427	-42.247	+80
362	repvgg_b2	40.467	59.533	57.773	42.227	89.02	224	0.875	bilinear	-53.123	-41.297	+21
363	regnetx_320	40.450	59.550	55.663	44.337	107.81	224	0.875	bicubic	-53.770	-43.387	-57
364	coat_mini	40.420	59.580	55.160	44.840	10.34	224	0.900	bicubic	-54.350	-43.790	-124
365	skresnet34	40.397	59.603	56.737	43.263	22.28	224	0.875	bicubic	-52.173	-41.783	+104
366	efficientnet_el_pruned	40.390	59.610	56.913	43.087	10.59	300	0.904	bicubic	-53.700	-42.107	-45
367	efficientnet_b2_pruned	40.380	59.620	56.537	43.463	8.31	260	0.890	bicubic	-53.420	-42.293	-14
368	resnet50	40.363	59.637	54.660	45.340	25.56	224	0.950	bicubic	-53.557	-43.810	-31
369	wide_resnet101_2	40.363	59.637	55.783	44.217	126.89	224	0.875	bilinear	-53.367	-43.027	-7
370	coat_lite_mini	40.357	59.643	55.713	44.287	11.01	224	0.900	bicubic	-53.103	-43.067	+27
371	legacy_seresnext101_32x4d	40.350	59.650	54.823	45.177	48.96	224	0.875	bilinear	-53.770	-44.137	-52
372	sebotnet33ts_256	40.340	59.660	53.207	46.793	13.70	256	0.940	bicubic	-53.970	-45.943	-74
373	tf_efficientnet_b0_ap	40.337	59.663	56.790	43.210	5.29	224	0.875	bicubic	-52.273	-41.580	+92
374	densenet201	40.270	59.730	56.710	43.290	20.01	224	0.875	bicubic	-52.420	-41.940	+83
375	regnetx_160	40.270	59.730	56.057	43.943	54.28	224	0.875	bicubic	-53.620	-43.033	-36
376	resnext50d_32x4d	40.163	59.837	55.487	44.513	25.05	224	0.875	bicubic	-53.647	-43.253	-24
377	eca_resnet33ts	40.133	59.867	57.000	43.000	19.68	256	0.900	bicubic	-53.727	-41.890	-33
378	hrnet_w48	40.097	59.903	56.633	43.367	77.47	224	0.875	bilinear	-53.933	-42.407	-52
379	vit_base_patch16_224_sam	40.097	59.903	55.433	44.567	86.57	224	0.900	bicubic	-53.793	-43.457	-39
380	legacy_seresnet152	40.050	59.950	55.817	44.183	66.82	224	0.875	bilinear	-53.390	-43.033	+19
381	hrnet_w30	40.030	59.970	57.113	42.887	37.71	224	0.875	bilinear	-53.360	-41.717	+26
382	regnetz_b16	40.000	60.000	55.630	44.370	9.72	288	0.940	bicubic	-54.680	-43.530	-129
383	regnetx_080	39.993	60.007	55.967	44.033	39.57	224	0.875	bicubic	-53.797	-42.933	-28
384	tf_efficientnet_b1	39.980	60.020	56.130	43.870	7.79	240	0.882	bicubic	-53.730	-42.670	-18
385	gluon_resnet101_v1c	39.953	60.047	55.317	44.683	44.57	224	0.875	bicubic	-53.737	-43.443	-17
386	resmlp_12_distilled_224	39.850	60.150	57.447	42.553	15.35	224	0.875	bicubic	-53.020	-41.173	+60
387	seresnet33ts	39.830	60.170	56.517	43.483	19.78	256	0.900	bicubic	-54.440	-42.433	-85
388	tf_efficientnetv2_b0	39.780	60.220	56.290	43.710	7.14	224	0.875	bicubic	-53.280	-42.410	+38
389	res2net50_26w_8s	39.760	60.240	54.907	45.093	48.40	224	0.875	bilinear	-53.660	-43.783	+15
390	lambda_resnet50ts	39.733	60.267	54.350	45.650	21.54	256	0.950	bicubic	-54.837	-44.450	-119
391	res2net101_26w_4s	39.710	60.290	54.553	45.447	45.21	224	0.875	bilinear	-53.810	-44.137	-1
392	regnetx_120	39.690	60.310	55.650	44.350	46.11	224	0.875	bicubic	-54.570	-43.540	-89
393	hrnet_w44	39.673	60.327	55.327	44.673	67.06	224	0.875	bilinear	-53.937	-43.633	-14
394	vit_small_patch32_224	39.670	60.330	55.263	44.737	22.88	224	0.900	bicubic	-52.480	-43.247	+99
395	densenet161	39.623	60.377	56.133	43.867	28.68	224	0.875	bicubic	-53.267	-42.677	+49
396	resmlp_big_24_224	39.623	60.377	54.827	45.173	129.14	224	0.875	bicubic	-54.647	-43.993	-97
397	mixnet_xl	39.610	60.390	55.883	44.117	11.90	224	0.875	bicubic	-54.620	-42.937	-92
398	xception41	39.603	60.397	55.033	44.967	26.97	299	0.903	bicubic	-53.877	-43.717	-2
399	tf_efficientnetv2_b1	39.570	60.430	55.347	44.653	8.14	240	0.882	bicubic	-54.140	-43.473	-32
400	dla102x	39.560	60.440	56.310	43.690	26.31	224	0.875	bilinear	-53.960	-42.290	-8
401	gcresnet33ts	39.550	60.450	55.820	44.180	19.88	256	0.900	bicubic	-54.270	-43.090	-51
402	xcit_tiny_12_p16_224	39.543	60.457	55.023	44.977	6.72	224	1.000	bicubic	-52.917	-43.607	+74
403	sehalonet33ts	39.533	60.467	54.003	45.997	13.69	256	0.940	bicubic	-54.987	-44.747	-125
404	rexnet_130	39.490	60.510	56.633	43.367	7.56	224	0.875	bicubic	-54.190	-42.077	-35
405	hrnet_w32	39.463	60.537	56.133	43.867	41.23	224	0.875	bilinear	-53.487	-42.707	+32
406	levit_128	39.433	60.567	55.343	44.657	9.21	224	0.900	bicubic	-53.607	-43.197	+22
407	resnetv2_50x1_bitm	39.430	60.570	57.853	42.147	25.55	448	1.000	bilinear	-55.320	-41.327	-164
408	densenetblur121d	39.387	60.613	56.640	43.360	8.00	224	0.875	bicubic	-53.013	-41.830	+74
409	regnety_120	39.357	60.643	55.273	44.727	51.82	224	0.875	bicubic	-54.653	-43.767	-80
410	tf_efficientnet_el	39.307	60.693	55.377	44.623	10.59	300	0.904	bicubic	-55.053	-43.723	-119
411	tv_resnet101	39.287	60.713	55.790	44.210	44.55	224	0.875	bilinear	-53.593	-42.870	+34
412	tf_inception_v3	39.240	60.760	54.307	45.693	23.83	299	0.875	bicubic	-53.960	-44.173	+7
413	gluon_resnet50_v1s	39.237	60.763	55.010	44.990	25.68	224	0.875	bicubic	-54.353	-43.830	-31
414	tf_efficientnetv2_b2	39.173	60.827	54.567	45.433	10.10	260	0.890	bicubic	-54.897	-44.363	-90
415	densenet169	39.167	60.833	55.840	44.160	14.15	224	0.875	bicubic	-53.113	-42.750	+71
416	legacy_seresnet101	39.027	60.973	55.000	45.000	49.33	224	0.875	bilinear	-54.243	-43.740	-5
417	efficientnet_b1_pruned	39.010	60.990	55.633	44.367	6.33	240	0.882	bicubic	-53.960	-42.887	+19
418	repvgg_b1g4	38.997	61.003	56.353	43.647	39.97	224	0.875	bilinear	-54.033	-42.467	+12
419	crossvit_9_dagger_240	38.973	61.027	54.863	45.137	8.78	240	0.875	bicubic	-53.787	-43.647	+36
420	inception_v3	38.963	61.037	53.847	46.153	23.83	299	0.875	bicubic	-53.937	-44.483	+23
421	dpn68	38.937	61.063	54.947	45.053	12.61	224	0.875	bicubic	-53.323	-43.663	+67
422	resnet33ts	38.927	61.073	55.583	44.417	19.68	256	0.900	bicubic	-54.703	-43.177	-47
423	legacy_seresnext50_32x4d	38.883	61.117	54.597	45.403	27.56	224	0.875	bilinear	-54.547	-44.203	-20
424	dla102	38.843	61.157	55.323	44.677	33.27	224	0.875	bilinear	-54.417	-43.447	-11
425	densenet121	38.780	61.220	56.280	43.720	7.98	224	0.875	bicubic	-53.160	-42.120	+76
426	resnet32ts	38.770	61.230	55.807	44.193	17.96	256	0.900	bicubic	-54.800	-42.943	-41
427	regnetx_040	38.707	61.293	55.350	44.650	22.12	224	0.875	bicubic	-54.963	-43.590	-57
428	res2net50_14w_8s	38.693	61.307	54.073	45.927	25.06	224	0.875	bilinear	-54.337	-44.627	+3
429	regnetx_032	38.690	61.310	55.163	44.837	15.30	224	0.875	bicubic	-54.560	-43.567	-14
430	res2net50_26w_6s	38.690	61.310	53.760	46.240	37.05	224	0.875	bilinear	-54.910	-44.990	-49
431	dla60x	38.617	61.383	55.387	44.613	17.35	224	0.875	bilinear	-54.573	-43.323	-11
432	selecsls60	38.613	61.387	55.633	44.367	30.67	224	0.875	bicubic	-54.387	-43.197	+2
433	tf_efficientnet_b0	38.607	61.393	55.953	44.047	5.29	224	0.875	bicubic	-53.793	-42.457	+48
434	dla60_res2net	38.593	61.407	54.550	45.450	20.85	224	0.875	bilinear	-54.787	-44.310	-26
435	selecsls60b	38.563	61.437	55.303	44.697	32.77	224	0.875	bicubic	-54.937	-43.537	-41
436	repvgg_a2	38.560	61.440	55.763	44.237	28.21	224	0.875	bilinear	-54.120	-42.757	+23
437	hardcorenas_f	38.503	61.497	55.667	44.333	8.20	224	0.875	bilinear	-54.477	-42.953	-2
438	dla60_res2next	38.453	61.547	54.957	45.043	17.03	224	0.875	bilinear	-55.117	-43.833	-54
439	resmlp_12_224	38.443	61.557	56.323	43.677	15.35	224	0.875	bicubic	-53.677	-42.247	+56
440	regnetx_064	38.430	61.570	54.987	45.013	26.21	224	0.875	bicubic	-55.190	-44.063	-62
441	gluon_resnet50_v1b	38.410	61.590	54.813	45.187	25.56	224	0.875	bicubic	-54.150	-43.737	+29
442	tf_efficientnet_cc_b0_4e	38.410	61.590	55.150	44.850	13.31	224	0.875	bicubic	-54.430	-43.290	+8
443	hrnet_w18	38.263	61.737	55.643	44.357	21.30	224	0.875	bilinear	-54.487	-43.017	+13
444	tinynet_a	38.223	61.777	55.177	44.823	6.19	192	0.875	bicubic	-54.567	-43.303	+9
445	poolformer_s12	38.167	61.833	56.183	43.817	11.92	224	0.900	bicubic	-54.303	-42.167	+30
446	mixnet_l	38.153	61.847	54.750	45.250	7.33	224	0.875	bicubic	-55.117	-43.950	-34
447	hardcorenas_e	38.133	61.867	55.163	44.837	8.07	224	0.875	bilinear	-54.807	-43.407	-9
448	efficientnet_b1	38.087	61.913	54.010	45.990	7.79	256	1.000	bicubic	-54.943	-44.700	-19
449	coat_lite_tiny	38.063	61.937	53.460	46.540	5.72	224	0.900	bicubic	-54.797	-45.180	-1
450	gmixer_24_224	38.063	61.937	52.077	47.923	24.72	224	0.875	bicubic	-54.617	-46.203	+8
451	resnetrs50	37.960	62.040	53.317	46.683	35.69	224	0.910	bicubic	-56.060	-45.533	-124
452	hardcorenas_c	37.887	62.113	55.727	44.273	5.52	224	0.875	bilinear	-54.443	-42.613	+32
453	gluon_resnet50_v1c	37.853	62.147	54.113	45.887	25.58	224	0.875	bicubic	-55.067	-44.587	-13
454	res2net50_26w_4s	37.817	62.183	53.083	46.917	25.70	224	0.875	bilinear	-55.363	-45.587	-33
455	efficientnet_es	37.777	62.223	54.977	45.023	5.44	224	0.875	bicubic	-55.143	-43.713	-16
456	resnest14d	37.770	62.230	56.463	43.537	10.61	224	0.875	bilinear	-53.360	-41.867	+75
457	tv_resnext50_32x4d	37.743	62.257	54.107	45.893	25.03	224	0.875	bilinear	-55.167	-44.613	-15
458	resnet26t	37.687	62.313	55.260	44.740	16.01	256	0.940	bicubic	-54.983	-43.320	+4
459	ecaresnet26t	37.643	62.357	54.350	45.650	16.01	320	0.950	bicubic	-56.307	-44.570	-126
460	hardcorenas_d	37.550	62.450	54.723	45.277	7.50	224	0.875	bilinear	-55.050	-43.707	+6
461	res2next50	37.487	62.513	52.860	47.140	24.67	224	0.875	bilinear	-55.653	-45.790	-37
462	resnet34	37.450	62.550	54.303	45.697	21.80	224	0.875	bilinear	-53.750	-43.937	+63
463	pit_ti_distilled_224	37.333	62.667	55.137	44.863	5.10	224	0.900	bicubic	-53.567	-43.083	+75
464	lambda_resnet26t	37.297	62.703	53.577	46.423	10.96	256	0.940	bicubic	-56.103	-45.153	-58
465	hardcorenas_b	37.243	62.757	55.073	44.927	5.18	224	0.875	bilinear	-54.697	-43.207	+35
466	mobilenetv3_large_100_miil	37.213	62.787	53.513	46.487	5.48	224	0.875	bilinear	-55.037	-44.737	+23
467	eca_halonext26ts	37.177	62.823	53.113	46.887	10.76	256	0.940	bicubic	-56.383	-45.567	-80
468	res2net50_48w_2s	37.127	62.873	53.340	46.660	25.29	224	0.875	bilinear	-55.663	-45.220	-14
469	dla60	37.073	62.927	54.200	45.800	22.04	224	0.875	bilinear	-55.597	-44.430	-9
470	lambda_resnet26rpt_256	37.073	62.927	53.830	46.170	10.99	256	0.940	bicubic	-56.357	-45.050	-68
471	bat_resnext26ts	37.063	62.937	53.747	46.253	10.73	256	0.900	bicubic	-56.047	-44.983	-46
472	rexnet_100	37.060	62.940	54.033	45.967	4.80	224	0.875	bicubic	-55.780	-44.587	-23
473	regnety_016	37.013	62.987	54.083	45.917	11.20	224	0.875	bicubic	-55.987	-44.597	-40
474	tf_mixnet_l	36.977	63.023	52.577	47.423	7.33	224	0.875	bicubic	-56.063	-46.103	-47
475	botnet26t_256	36.960	63.040	53.073	46.927	12.49	256	0.950	bicubic	-56.470	-45.587	-74
476	legacy_seresnet50	36.870	63.130	53.473	46.527	28.09	224	0.875	bilinear	-55.800	-45.177	-15
477	halonet26t	36.857	63.143	52.277	47.723	12.48	256	0.950	bicubic	-56.743	-46.363	-97
478	tv_densenet121	36.807	63.193	54.033	45.967	7.98	224	0.875	bicubic	-54.603	-44.217	+40
479	tf_efficientnet_lite2	36.803	63.197	53.323	46.677	6.09	260	0.890	bicubic	-55.777	-45.227	-11
480	mobilenetv2_120d	36.773	63.227	54.043	45.957	5.83	224	0.875	bicubic	-55.837	-44.457	-16
481	tf_efficientnet_lite1	36.740	63.260	53.587	46.413	5.42	240	0.882	bicubic	-55.570	-44.903	+4
482	regnetx_016	36.680	63.320	53.307	46.693	9.19	224	0.875	bicubic	-55.860	-45.243	-11
483	eca_botnext26ts_256	36.677	63.323	52.470	47.530	10.59	256	0.950	bicubic	-56.693	-46.230	-74
484	hardcorenas_a	36.643	63.357	54.907	45.093	5.26	224	0.875	bilinear	-54.977	-43.263	+26
485	levit_128s	36.613	63.387	53.127	46.873	7.78	224	0.900	bicubic	-54.887	-45.273	+28
486	efficientnet_b0	36.603	63.397	53.487	46.513	5.29	224	0.875	bicubic	-55.877	-44.953	-13
487	vit_base_patch32_224_sam	36.547	63.453	53.043	46.957	88.22	224	0.900	bicubic	-53.313	-44.557	+68
488	xcit_nano_12_p8_224_dist	36.537	63.463	52.877	47.123	3.05	224	1.000	bicubic	-55.893	-45.643	-9
489	tf_efficientnet_em	36.383	63.617	52.837	47.163	6.90	240	0.882	bicubic	-56.787	-45.833	-67
490	skresnet18	36.320	63.680	54.193	45.807	11.96	224	0.875	bicubic	-53.850	-43.587	+61
491	repvgg_b0	36.280	63.720	54.050	45.950	15.82	224	0.875	bilinear	-55.400	-44.400	+16
492	tv_resnet50	36.180	63.820	52.800	47.200	25.56	224	0.875	bilinear	-55.960	-45.620	+2
493	xcit_nano_12_p16_384_dist	36.150	63.850	53.253	46.747	3.05	384	1.000	bicubic	-55.960	-45.267	+4
494	legacy_seresnet34	36.140	63.860	52.553	47.447	21.96	224	0.875	bilinear	-55.340	-45.647	+20
495	coat_tiny	36.120	63.880	51.060	48.940	5.50	224	0.900	bicubic	-57.400	-47.790	-104
496	tv_resnet34	36.083	63.917	53.533	46.467	21.80	224	0.875	bilinear	-54.207	-44.447	+53
497	deit_tiny_distilled_patch16_224	36.030	63.970	54.237	45.763	5.91	224	0.900	bicubic	-55.080	-44.033	+36
498	mobilenetv2_140	36.013	63.987	53.950	46.050	6.11	224	0.875	bicubic	-56.027	-44.300	0
499	tf_efficientnet_lite0	35.927	64.073	53.470	46.530	4.65	224	0.875	bicubic	-55.373	-44.620	+21
500	seresnext26ts	35.823	64.177	53.930	46.070	10.39	256	0.900	bicubic	-56.997	-44.670	-49
501	selecsls42b	35.813	64.187	52.490	47.510	32.46	224	0.875	bicubic	-56.667	-46.190	-29
502	xcit_nano_12_p8_384_dist	35.773	64.227	52.293	47.707	3.05	384	1.000	bicubic	-57.487	-46.557	-88
503	gluon_resnet34_v1b	35.767	64.233	52.183	47.817	21.80	224	0.875	bicubic	-55.333	-45.997	+31
504	dla34	35.640	64.360	52.783	47.217	15.74	224	0.875	bilinear	-55.590	-45.397	+19
505	mixnet_m	35.637	64.363	52.433	47.567	5.01	224	0.875	bicubic	-56.633	-45.917	-18
506	efficientnet_lite0	35.633	64.367	53.653	46.347	4.65	224	0.875	bicubic	-55.627	-44.177	+16
507	ssl_resnet18	35.590	64.410	53.737	46.263	11.69	224	0.875	bilinear	-55.110	-44.293	+34
508	mobilenetv3_rw	35.547	64.453	53.713	46.287	5.48	224	0.875	bicubic	-55.993	-44.557	+4
509	efficientnet_es_pruned	35.380	64.620	52.840	47.160	5.44	224	0.875	bicubic	-56.320	-45.570	-3
510	mobilenetv2_110d	35.290	64.710	52.837	47.163	4.52	224	0.875	bicubic	-56.050	-45.343	+9
511	tf_mixnet_m	35.187	64.813	50.983	49.017	5.01	224	0.875	bicubic	-57.013	-47.437	-19
512	hrnet_w18_small_v2	35.173	64.827	52.430	47.570	15.60	224	0.875	bilinear	-55.997	-45.910	+15
513	resnet18d	35.127	64.873	52.890	47.110	11.71	224	0.875	bicubic	-54.863	-44.940	+40
514	xcit_nano_12_p16_224_dist	35.123	64.877	52.553	47.447	3.05	224	1.000	bicubic	-55.037	-45.207	+38
515	eca_resnext26ts	35.047	64.953	52.307	47.693	10.30	256	0.900	bicubic	-57.363	-46.313	-35
516	resnext26ts	35.047	64.953	53.417	46.583	10.30	256	0.900	bicubic	-57.173	-44.833	-25
517	convit_tiny	35.043	64.957	51.763	48.237	5.71	224	0.875	bicubic	-55.507	-46.447	+26
518	gcresnext26ts	34.933	65.067	51.670	48.330	10.48	256	0.900	bicubic	-57.537	-46.820	-44
519	tinynet_b	34.873	65.127	52.017	47.983	3.73	188	0.875	bicubic	-56.257	-46.053	+13
520	ese_vovnet19b_dw	34.823	65.177	52.047	47.953	6.54	224	0.875	bicubic	-57.187	-46.463	-21
521	regnety_008	34.810	65.190	51.750	48.250	6.26	224	0.875	bicubic	-57.100	-46.670	-19
522	pit_ti_224	34.680	65.320	52.160	47.840	4.85	224	0.900	bicubic	-55.750	-45.840	+25
523	crossvit_9_240	34.607	65.393	51.757	48.243	8.55	240	0.875	bicubic	-56.443	-46.553	+13
524	mobilenetv3_large_100	34.603	65.397	52.863	47.137	5.48	224	0.875	bicubic	-56.877	-45.457	-9
525	seresnext26d_32x4d	34.540	65.460	51.550	48.450	16.81	224	0.875	bicubic	-57.890	-46.990	-47
526	seresnext26t_32x4d	34.533	65.467	51.377	48.623	16.81	224	0.875	bicubic	-58.277	-47.183	-74
527	mixer_b16_224	34.430	65.570	48.077	51.923	59.88	224	0.875	bicubic	-56.710	-50.153	+3
528	resnet26d	34.273	65.727	51.693	48.307	16.01	224	0.875	bicubic	-57.977	-46.757	-38
529	tf_efficientnet_es	34.263	65.737	51.350	48.650	5.44	224	0.875	bicubic	-57.847	-47.080	-33
530	fbnetc_100	34.253	65.747	51.180	48.820	5.57	224	0.875	bilinear	-57.007	-47.070	-9
531	regnety_006	34.150	65.850	51.273	48.727	6.06	224	0.875	bicubic	-57.410	-47.157	-20
532	tf_mobilenetv3_large_100	33.940	66.060	51.487	48.513	5.48	224	0.875	bilinear	-57.480	-46.773	-15
533	semnasnet_075	33.783	66.217	52.423	47.577	2.91	224	0.875	bicubic	-56.427	-45.547	+17
534	regnetx_008	33.773	66.227	50.540	49.460	7.26	224	0.875	bicubic	-57.387	-47.840	-6
535	mnasnet_100	33.763	66.237	51.177	48.823	4.38	224	0.875	bicubic	-57.437	-46.873	-11
536	lcnet_100	33.747	66.253	52.100	47.900	2.95	224	0.875	bicubic	-55.213	-45.280	+29
537	vit_tiny_r_s16_p8_384	33.657	66.343	50.687	49.313	6.36	384	1.000	bicubic	-58.073	-47.743	-32
538	mobilevit_s	33.643	66.357	49.273	50.727	5.58	256	0.900	bicubic	-59.517	-49.507	-115
539	xcit_nano_12_p8_224	33.573	66.427	50.210	49.790	3.05	224	1.000	bicubic	-57.567	-47.190	-10
540	vit_tiny_patch16_384	33.543	66.457	51.077	48.923	5.79	384	1.000	bicubic	-59.907	-47.753	-142
541	semnasnet_100	33.520	66.480	50.777	49.223	3.89	224	0.875	bicubic	-58.140	-47.493	-32
542	resnet26	33.507	66.493	50.920	49.080	16.00	224	0.875	bicubic	-57.933	-47.340	-26
543	mixnet_s	33.487	66.513	50.993	49.007	4.13	224	0.875	bicubic	-58.293	-47.307	-39
544	spnasnet_100	33.483	66.517	51.267	48.733	4.42	224	0.875	bilinear	-57.127	-46.683	-2
545	crossvit_tiny_240	33.363	66.637	49.893	50.107	7.01	240	0.875	bicubic	-57.177	-48.047	-1
546	vgg19_bn	33.230	66.770	50.803	49.197	143.68	224	0.875	bilinear	-57.760	-47.307	-9
547	ghostnet_100	33.203	66.797	51.157	48.843	5.18	224	0.875	bilinear	-57.237	-46.673	-1
548	regnetx_006	33.147	66.853	50.253	49.747	6.20	224	0.875	bicubic	-57.623	-47.847	-9
549	resnet18	33.070	66.930	51.180	48.820	11.69	224	0.875	bilinear	-55.080	-45.940	+22
550	xcit_nano_12_p16_224	32.967	67.033	49.993	50.007	3.05	224	1.000	bicubic	-55.983	-47.397	+16
551	legacy_seresnext26_32x4d	32.757	67.243	49.260	50.740	16.79	224	0.875	bicubic	-59.823	-49.150	-84
552	hrnet_w18_small	32.670	67.330	50.597	49.403	13.19	224	0.875	bilinear	-57.210	-47.293	+2
553	deit_tiny_patch16_224	32.657	67.343	50.277	49.723	5.72	224	0.900	bicubic	-56.963	-47.683	+5
554	legacy_seresnet18	32.593	67.407	50.323	49.677	11.78	224	0.875	bicubic	-56.667	-47.357	+8
555	regnetx_004	32.520	67.480	49.330	50.670	5.16	224	0.875	bicubic	-56.950	-48.440	+4
556	mobilenetv2_100	32.517	67.483	50.793	49.207	3.50	224	0.875	bicubic	-57.313	-47.037	0
557	gluon_resnet18_v1b	32.407	67.593	49.727	50.273	11.69	224	0.875	bicubic	-56.253	-47.373	+10
558	regnety_004	32.323	67.677	49.447	50.553	4.34	224	0.875	bicubic	-58.447	-48.633	-18
559	tf_mixnet_s	32.183	67.817	48.493	51.507	4.13	224	0.875	bicubic	-59.497	-49.747	-51
560	vit_tiny_patch16_224	32.020	67.980	49.013	50.987	5.72	224	0.900	bicubic	-59.890	-49.327	-57
561	tf_mobilenetv3_large_075	31.863	68.137	49.110	50.890	3.99	224	0.875	bilinear	-58.457	-48.760	-13
562	tf_mobilenetv3_large_minimal_100	31.597	68.403	49.340	50.660	3.92	224	0.875	bilinear	-57.573	-47.980	+2
563	vit_tiny_r_s16_p8_224	30.807	69.193	47.650	52.350	6.34	224	0.900	bicubic	-58.533	-50.050	-2
564	tinynet_c	30.510	69.490	48.483	51.517	2.46	184	0.875	bicubic	-57.910	-48.777	+4
565	lcnet_075	30.370	69.630	48.763	51.237	2.36	224	0.875	bicubic	-56.570	-47.767	+13
566	vgg16_bn	30.357	69.643	47.257	52.743	138.37	224	0.875	bilinear	-60.183	-50.733	-21
567	regnety_002	29.683	70.317	46.800	53.200	3.16	224	0.875	bicubic	-58.507	-50.620	+3
568	mobilevit_xs	29.587	70.413	46.000	54.000	2.32	256	0.900	bicubic	-61.593	-52.220	-42
569	mobilenetv3_small_100	29.047	70.953	47.183	52.817	2.54	224	0.875	bicubic	-57.123	-49.277	+10
570	mnasnet_small	28.950	71.050	47.267	52.733	2.03	224	0.875	bicubic	-56.560	-48.713	+11
571	vgg13_bn	28.893	71.107	46.737	53.263	133.05	224	0.875	bilinear	-60.307	-50.783	-8
572	regnetx_002	28.863	71.137	45.420	54.580	2.68	224	0.875	bicubic	-58.517	-51.570	+2
573	mobilenetv2_050	28.680	71.320	46.597	53.403	1.97	224	0.875	bicubic	-56.310	-49.023	+11
574	vgg19	28.577	71.423	45.167	54.833	143.67	224	0.875	bilinear	-61.103	-52.383	-17
575	dla60x_c	28.447	71.553	46.193	53.807	1.32	224	0.875	bilinear	-58.663	-50.947	+1
576	vgg11_bn	28.423	71.577	46.443	53.557	132.87	224	0.875	bilinear	-59.967	-50.827	-7
577	tinynet_d	27.967	72.033	45.853	54.147	2.34	152	0.875	bicubic	-57.463	-50.167	+6
578	vgg16	27.877	72.123	44.673	55.327	138.36	224	0.875	bilinear	-61.483	-52.847	-18
579	tf_mobilenetv3_small_100	27.297	72.703	44.420	55.580	2.54	224	0.875	bilinear	-58.673	-51.990	+1
580	mixer_l16_224	26.847	73.153	37.927	62.073	208.20	224	0.875	bicubic	-60.123	-56.113	-3
581	vgg11	26.533	73.467	43.460	56.540	132.86	224	0.875	bilinear	-60.807	-53.650	-6
582	mobilenetv3_small_075	26.530	73.470	43.887	56.113	2.04	224	0.875	bicubic	-57.590	-51.613	+5
583	mobilevit_xxs	26.347	73.653	43.030	56.970	1.27	256	0.900	bicubic	-61.603	-54.150	-11
584	vgg13	26.270	73.730	43.373	56.627	133.05	224	0.875	bilinear	-61.300	-53.747	-11
585	lcnet_050	26.220	73.780	44.573	55.427	1.88	224	0.875	bicubic	-56.780	-50.447	+3
586	dla46x_c	26.217	73.783	43.780	56.220	1.07	224	0.875	bilinear	-59.263	-52.660	-4
587	tf_mobilenetv3_small_075	26.203	73.797	43.640	56.360	2.04	224	0.875	bilinear	-58.327	-52.250	-1
588	dla46_c	25.500	74.500	43.800	56.200	1.30	224	0.875	bilinear	-59.170	-52.400	-3
589	tf_mobilenetv3_small_minimal_100	25.090	74.910	42.930	57.070	2.04	224	0.875	bilinear	-57.590	-52.080	0
590	tinynet_e	23.363	76.637	41.090	58.910	2.04	106	0.875	bicubic	-56.437	-52.890	0
591	mobilenetv3_small_050	21.743	78.257	38.757	61.243	1.59	224	0.875	bicubic	-56.357	-54.253	0