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

1	model	top1	top1_err	top5	top5_err	param_count	img_size	cropt_pct	interpolation	top1_diff	top5_diff	rank_diff
2	tf_efficientnet_l2_ns_475	80.460	19.540	95.730	4.270	480.31	475	0.936	bicubic	-7.772	-2.816	+3
3	tf_efficientnet_l2_ns	80.250	19.750	95.840	4.160	480.31	800	0.960	bicubic	-8.098	-2.808	+1
4	beit_large_patch16_512	79.940	20.060	95.350	4.650	305.67	512	1.000	bicubic	-8.662	-3.306	-2
5	beit_large_patch16_384	79.500	20.500	95.170	4.830	305.00	384	1.000	bicubic	-8.904	-3.438	-2
6	beit_large_patch16_224	78.810	21.190	94.600	5.400	304.43	224	0.900	bicubic	-8.668	-3.706	+1
7	tf_efficientnet_b7_ns	78.510	21.490	94.380	5.620	66.35	600	0.949	bicubic	-8.330	-3.714	+5
8	vit_large_patch16_384	77.940	22.060	94.440	5.560	304.72	384	1.000	bicubic	-9.140	-3.862	+2
9	convnext_large_384_in22ft1k	77.740	22.260	94.080	5.920	197.77	384	1.000	bicubic	-9.658	-4.286	-1
10	convnext_xlarge_384_in22ft1k	77.700	22.300	94.200	5.800	350.20	384	1.000	bicubic	-9.844	-4.290	-4
11	tf_efficientnet_b6_ns	77.280	22.720	93.900	6.100	43.04	528	0.942	bicubic	-9.170	-3.982	+6
12	vit_large_r50_s32_384	77.070	22.930	93.720	6.280	329.09	384	1.000	bicubic	-9.112	-4.198	+10
13	swin_large_patch4_window12_384	77.040	22.960	93.750	6.250	196.74	384	1.000	bicubic	-10.108	-4.490	-4
14	tf_efficientnetv2_xl_in21ft1k	77.040	22.960	93.270	6.730	208.12	512	1.000	bicubic	-9.378	-4.596	+5
15	tf_efficientnetv2_l_in21ft1k	76.940	23.060	93.960	6.040	118.52	480	1.000	bicubic	-9.364	-4.018	+6
16	beit_base_patch16_384	76.900	23.100	93.910	6.090	86.74	384	1.000	bicubic	-9.898	-4.226	-3
17	ig_resnext101_32x48d	76.880	23.120	93.310	6.690	828.41	224	0.875	bilinear	-8.556	-4.266	+23
18	cait_m48_448	76.860	23.140	93.370	6.630	356.46	448	1.000	bicubic	-9.624	-4.382	-2
19	ig_resnext101_32x32d	76.820	23.180	93.210	6.790	468.53	224	0.875	bilinear	-8.282	-4.224	+31
20	tf_efficientnet_b5_ns	76.810	23.190	93.580	6.420	30.39	456	0.934	bicubic	-9.280	-4.170	+4
21	convnext_xlarge_in22ft1k	76.750	23.250	93.540	6.460	350.20	224	0.875	bicubic	-10.258	-4.668	-10
22	xcit_large_24_p8_384_dist	76.620	23.380	93.090	6.910	188.93	384	1.000	bicubic	-9.380	-4.594	+5
23	convnext_base_384_in22ft1k	76.570	23.430	93.750	6.250	88.59	384	1.000	bicubic	-9.996	-4.448	-8
24	vit_base_patch16_384	76.480	23.520	93.760	6.240	86.86	384	1.000	bicubic	-9.526	-4.242	+2
25	convnext_large_in22ft1k	76.410	23.590	93.480	6.520	197.77	224	0.875	bicubic	-10.216	-4.552	-11
26	cait_m36_384	76.320	23.680	93.060	6.940	271.22	384	1.000	bicubic	-9.732	-4.670	-1
27	vit_large_patch16_224	76.300	23.700	93.600	6.400	304.33	224	0.900	bicubic	-9.544	-4.224	+1
28	swin_base_patch4_window12_384	76.280	23.720	93.320	6.680	87.90	384	1.000	bicubic	-10.152	-4.736	-10
29	tf_efficientnetv2_l	76.280	23.720	92.970	7.030	118.52	480	1.000	bicubic	-9.210	-4.402	+9
30	swin_large_patch4_window7_224	76.270	23.730	93.410	6.590	196.53	224	0.900	bicubic	-10.048	-4.482	-10
31	cait_s36_384	76.220	23.780	92.970	7.030	68.37	384	1.000	bicubic	-9.242	-4.510	+8
32	xcit_medium_24_p8_384_dist	76.140	23.860	92.970	7.030	84.32	384	1.000	bicubic	-9.674	-4.622	-2
33	dm_nfnet_f6	76.130	23.870	93.110	6.890	438.36	576	0.956	bicubic	-10.014	-4.620	-10
34	tf_efficientnet_b7_ap	76.090	23.910	92.970	7.030	66.35	600	0.949	bicubic	-9.030	-4.282	+15
35	tf_efficientnet_b8_ap	76.090	23.910	92.730	7.270	87.41	672	0.954	bicubic	-9.280	-4.562	+9
36	vit_base_patch8_224	76.010	23.990	93.370	6.630	86.58	224	0.900	bicubic	-9.782	-4.422	-4
37	xcit_large_24_p8_224_dist	75.990	24.010	92.730	7.270	188.93	224	1.000	bicubic	-9.408	-4.680	+6
38	tf_efficientnetv2_m_in21ft1k	75.910	24.090	93.290	6.710	54.14	480	1.000	bicubic	-9.682	-4.456	-3
39	dm_nfnet_f4	75.850	24.150	92.970	7.030	316.07	512	0.951	bicubic	-9.864	-4.552	-5
40	xcit_large_24_p16_384_dist	75.830	24.170	92.750	7.250	189.10	384	1.000	bicubic	-9.926	-4.788	-7
41	xcit_small_24_p8_384_dist	75.770	24.230	92.970	7.030	47.63	384	1.000	bicubic	-9.782	-4.602	-5
42	ig_resnext101_32x16d	75.740	24.260	92.880	7.120	194.03	224	0.875	bilinear	-8.432	-4.318	+46
43	tf_efficientnet_b4_ns	75.680	24.320	93.050	6.950	19.34	380	0.922	bicubic	-9.482	-4.420	+5
44	vit_base_r50_s16_384	75.590	24.410	92.780	7.220	98.95	384	1.000	bicubic	-9.382	-4.510	+16
45	deit_base_distilled_patch16_384	75.550	24.450	92.500	7.500	87.63	384	1.000	bicubic	-9.872	-4.832	-4
46	convnext_base_in22ft1k	75.530	24.470	93.150	6.850	88.59	224	0.875	bicubic	-10.266	-4.716	-15
47	tf_efficientnetv2_m	75.520	24.480	92.620	7.380	54.14	480	1.000	bicubic	-9.516	-4.658	+9
48	regnetz_e8	75.490	24.510	92.710	7.290	57.70	320	1.000	bicubic	-9.540	-4.554	+9
49	cait_s24_384	75.480	24.520	92.590	7.410	47.06	384	1.000	bicubic	-9.568	-4.758	+6
50	xcit_medium_24_p8_224_dist	75.470	24.530	92.900	7.100	84.32	224	1.000	bicubic	-9.598	-4.378	+3
51	swsl_resnext101_32x8d	75.420	24.580	92.750	7.250	88.79	224	0.875	bilinear	-8.870	-4.430	+31
52	tf_efficientnet_b6_ap	75.380	24.620	92.440	7.560	43.04	528	0.942	bicubic	-9.408	-4.698	+14
53	beit_base_patch16_224	75.360	24.640	93.040	6.960	86.53	224	0.900	bicubic	-9.868	-4.616	-6
54	dm_nfnet_f3	75.210	24.790	92.940	7.060	254.92	416	0.940	bicubic	-10.314	-4.522	-17
55	efficientnetv2_rw_m	75.160	24.840	92.570	7.430	53.24	416	1.000	bicubic	-9.650	-4.576	+10
56	ecaresnet269d	75.130	24.870	92.840	7.160	102.09	352	1.000	bicubic	-9.846	-4.386	+3
57	xcit_medium_24_p16_384_dist	75.100	24.900	92.450	7.550	84.40	384	1.000	bicubic	-10.320	-4.956	-15
58	dm_nfnet_f5	75.000	25.000	92.600	7.400	377.21	544	0.954	bicubic	-10.814	-4.886	-29
59	xcit_small_24_p8_224_dist	74.970	25.030	92.300	7.700	47.63	224	1.000	bicubic	-9.904	-4.888	+5
60	tf_efficientnet_b8	74.920	25.080	92.320	7.680	87.41	672	0.954	bicubic	-10.446	-5.072	-15
61	xcit_small_12_p8_384_dist	74.860	25.140	92.460	7.540	26.21	384	1.000	bicubic	-10.222	-4.820	-9
62	eca_nfnet_l2	74.830	25.170	92.650	7.350	56.72	384	1.000	bicubic	-9.866	-4.614	+7
63	tf_efficientnet_b7	74.720	25.280	92.220	7.780	66.35	600	0.949	bicubic	-10.214	-4.986	-2
64	xcit_large_24_p16_224_dist	74.670	25.330	91.860	8.140	189.10	224	1.000	bicubic	-10.248	-5.272	-2
65	dm_nfnet_f2	74.620	25.380	92.250	7.750	193.78	352	0.920	bicubic	-10.444	-4.990	-11
66	xcit_small_24_p16_384_dist	74.600	25.400	92.450	7.550	47.67	384	1.000	bicubic	-10.494	-4.860	-15
67	tf_efficientnet_b5_ap	74.590	25.410	91.990	8.010	30.39	456	0.934	bicubic	-9.666	-4.988	+18
68	dm_nfnet_f1	74.570	25.430	92.260	7.740	132.63	320	0.910	bicubic	-10.054	-4.838	+2
69	swin_base_patch4_window7_224	74.550	25.450	92.560	7.440	87.77	224	0.900	bicubic	-10.700	-5.000	-23
70	seresnet152d	74.510	25.490	92.080	7.920	66.84	320	1.000	bicubic	-9.848	-4.962	+9
71	resnest200e	74.480	25.520	91.860	8.140	70.20	320	0.909	bicubic	-9.350	-5.034	+34
72	tf_efficientnetv2_s_in21ft1k	74.460	25.540	92.500	7.500	21.46	384	1.000	bicubic	-9.838	-4.754	+8
73	efficientnetv2_rw_s	74.180	25.820	91.710	8.290	23.94	384	1.000	bicubic	-9.630	-5.012	+35
74	resnest269e	74.180	25.820	91.930	8.070	110.93	416	0.928	bicubic	-10.336	-5.056	-2
75	cait_xs24_384	74.170	25.830	91.910	8.090	26.67	384	1.000	bicubic	-9.892	-4.978	+17
76	pit_b_distilled_224	74.160	25.840	91.670	8.330	74.79	224	0.900	bicubic	-9.982	-5.186	+13
77	swsl_resnext101_32x4d	74.140	25.860	92.000	8.000	44.18	224	0.875	bilinear	-9.096	-4.764	+50
78	eca_nfnet_l1	74.120	25.880	92.070	7.930	41.41	320	1.000	bicubic	-9.892	-4.958	+20
79	xcit_small_12_p16_384_dist	74.120	25.880	92.070	7.930	26.25	384	1.000	bicubic	-10.586	-5.048	-11
80	vit_large_r50_s32_224	74.110	25.890	92.380	7.620	328.99	224	0.900	bicubic	-10.320	-4.786	-4
81	convnext_large	74.070	25.930	91.550	8.450	197.77	224	0.875	bicubic	-10.226	-5.344	0
82	xcit_large_24_p8_224	74.070	25.930	90.890	9.110	188.93	224	1.000	bicubic	-10.322	-5.768	-4
83	vit_base_patch16_224_miil	74.050	25.950	91.700	8.300	86.54	224	0.875	bilinear	-10.220	-5.102	+1
84	resnetv2_152x4_bitm	74.010	25.990	92.330	7.670	936.53	480	1.000	bilinear	-10.906	-5.112	-21
85	vit_base_patch16_224	74.010	25.990	92.470	7.530	86.57	224	0.900	bicubic	-10.516	-4.828	-14
86	tf_efficientnetv2_s	74.000	26.000	91.530	8.470	21.46	384	1.000	bicubic	-9.886	-5.166	+14
87	swsl_resnext101_32x16d	73.980	26.020	92.180	7.820	194.03	224	0.875	bilinear	-9.376	-4.662	+35
88	regnetz_d32	73.970	26.030	91.950	8.050	27.58	320	0.950	bicubic	-10.052	-4.916	+8
89	crossvit_18_dagger_408	73.960	26.040	91.410	8.590	44.61	408	1.000	bicubic	-10.232	-5.408	-2
90	xcit_small_12_p8_224_dist	73.930	26.070	91.720	8.280	26.21	224	1.000	bicubic	-10.302	-5.152	-4
91	resnetrs420	73.920	26.080	91.760	8.240	191.89	416	1.000	bicubic	-11.090	-5.364	-33
92	resnetv2_152x2_bitm	73.920	26.080	92.670	7.330	236.34	448	1.000	bilinear	-10.588	-4.764	-19
93	resmlp_big_24_224_in22ft1k	73.900	26.100	91.750	8.250	129.14	224	0.875	bicubic	-10.494	-5.370	-16
94	tf_efficientnet_b6	73.900	26.100	91.750	8.250	43.04	528	0.942	bicubic	-10.208	-5.136	-4
95	tf_efficientnet_b3_ns	73.890	26.110	91.870	8.130	12.23	300	0.904	bicubic	-10.158	-5.038	-1
96	convnext_base	73.870	26.130	91.310	8.690	88.59	224	0.875	bicubic	-9.946	-5.458	+10
97	vit_small_r26_s32_384	73.790	26.210	92.300	7.700	36.47	384	1.000	bicubic	-10.256	-5.030	-2
98	regnetz_d8	73.760	26.240	92.020	7.980	23.37	320	1.000	bicubic	-10.292	-4.974	-5
99	resnetrs270	73.690	26.310	91.570	8.430	129.86	352	1.000	bicubic	-10.744	-5.402	-24
100	resnetv2_101x3_bitm	73.690	26.310	92.470	7.530	387.93	448	1.000	bilinear	-10.752	-4.912	-26
101	resnet200d	73.680	26.320	91.570	8.430	64.69	320	1.000	bicubic	-10.282	-5.254	-2
102	ig_resnext101_32x8d	73.660	26.340	92.160	7.840	88.79	224	0.875	bilinear	-9.038	-4.472	+45
103	xcit_medium_24_p16_224_dist	73.650	26.350	91.580	8.420	84.40	224	1.000	bicubic	-10.630	-5.360	-20
104	tf_efficientnet_b5	73.560	26.440	91.460	8.540	30.39	456	0.934	bicubic	-10.252	-5.288	+3
105	resnet152d	73.530	26.470	91.230	8.770	60.21	320	1.000	bicubic	-10.144	-5.508	+10
106	resnetrs200	73.490	26.510	91.260	8.740	93.21	320	1.000	bicubic	-10.576	-5.614	-15
107	resnetrs350	73.410	26.590	91.310	8.690	163.96	384	1.000	bicubic	-11.310	-5.678	-40
108	xcit_tiny_24_p8_384_dist	73.400	26.600	91.570	8.430	12.11	384	1.000	bicubic	-10.348	-5.140	+2
109	twins_svt_large	73.380	26.620	90.910	9.090	99.27	224	0.900	bicubic	-10.300	-5.684	+5
110	regnety_160	73.370	26.630	91.700	8.300	83.59	288	1.000	bicubic	-10.316	-5.076	+3
111	efficientnet_b4	73.320	26.680	91.280	8.720	19.34	384	1.000	bicubic	-10.104	-5.316	+8
112	resmlp_big_24_distilled_224	73.290	26.710	91.170	8.830	129.14	224	0.875	bicubic	-10.298	-5.478	+4
113	xcit_small_24_p16_224_dist	73.290	26.710	91.440	8.560	47.67	224	1.000	bicubic	-10.572	-5.284	-12
114	vit_small_patch16_384	73.280	26.720	92.000	8.000	22.20	384	1.000	bicubic	-10.526	-5.100	-5
115	deit_base_distilled_patch16_224	73.240	26.760	91.000	9.000	87.34	224	0.900	bicubic	-10.150	-5.486	+5
116	resnetrs152	73.200	26.800	91.270	8.730	86.62	320	1.000	bicubic	-10.512	-5.344	-4
117	xcit_medium_24_p8_224	73.150	26.850	90.280	9.720	84.32	224	1.000	bicubic	-10.586	-6.114	-6
118	jx_nest_base	73.120	26.880	91.060	8.940	67.72	224	0.875	bicubic	-10.434	-5.304	-1
119	vit_base_patch32_384	73.120	26.880	91.240	8.760	88.30	384	1.000	bicubic	-10.228	-5.174	+5
120	cait_s24_224	73.070	26.930	91.120	8.880	46.92	224	1.000	bicubic	-10.388	-5.444	-2
121	xcit_small_24_p8_224	73.070	26.930	91.150	8.850	47.63	224	1.000	bicubic	-10.772	-5.486	-18
122	crossvit_15_dagger_408	72.970	27.030	91.090	8.910	28.50	408	1.000	bicubic	-10.862	-5.694	-18
123	resnetv2_152x2_bit_teacher_384	72.900	27.100	91.550	8.450	236.34	384	1.000	bicubic	-10.944	-5.568	-21
124	tf_efficientnet_b4_ap	72.880	27.120	90.980	9.020	19.34	380	0.922	bicubic	-10.372	-5.414	+2
125	dm_nfnet_f0	72.870	27.130	91.080	8.920	71.49	256	0.900	bicubic	-10.516	-5.494	-4
126	regnety_032	72.770	27.230	90.950	9.050	19.44	288	1.000	bicubic	-9.956	-5.474	+19
127	nfnet_l0	72.610	27.390	91.000	9.000	35.07	288	1.000	bicubic	-10.142	-5.518	+17
128	pnasnet5large	72.610	27.390	90.500	9.500	86.06	331	0.911	bicubic	-10.178	-5.540	+15
129	xcit_small_12_p8_224	72.610	27.390	90.670	9.330	26.21	224	1.000	bicubic	-10.734	-5.810	-4
130	resnest101e	72.580	27.420	90.820	9.180	48.28	256	0.875	bilinear	-10.308	-5.500	+9
131	twins_pcpvt_large	72.580	27.420	90.700	9.300	60.99	224	0.900	bicubic	-10.556	-5.902	-2
132	swsl_resnext50_32x4d	72.560	27.440	90.850	9.150	25.03	224	0.875	bilinear	-9.614	-5.382	+44
133	tresnet_xl_448	72.550	27.450	90.310	9.690	78.44	448	0.875	bilinear	-10.504	-5.862	+2
134	twins_svt_base	72.550	27.450	90.460	9.540	56.07	224	0.900	bicubic	-10.586	-5.960	-4
135	deit_base_patch16_384	72.540	27.460	90.270	9.730	86.86	384	1.000	bicubic	-10.566	-6.100	-2
136	gc_efficientnetv2_rw_t	72.530	27.470	90.820	9.180	13.68	288	1.000	bicubic	-9.936	-5.476	+22
137	resnetv2_50x3_bitm	72.510	27.490	91.760	8.240	217.32	448	1.000	bilinear	-11.504	-5.364	-40
138	xcit_small_12_p16_224_dist	72.500	27.500	91.120	8.880	26.25	224	1.000	bicubic	-10.848	-5.716	-15
139	xcit_tiny_24_p8_224_dist	72.440	27.560	90.920	9.080	12.11	224	1.000	bicubic	-10.122	-5.248	+15
140	resnet101d	72.410	27.590	90.640	9.360	44.57	320	1.000	bicubic	-10.612	-5.806	-3
141	jx_nest_small	72.360	27.640	90.700	9.300	38.35	224	0.875	bicubic	-10.760	-5.628	-9
142	convnext_small	72.310	27.690	90.830	9.170	50.22	224	0.875	bicubic	-10.816	-5.594	-11
143	regnetz_c16	72.310	27.690	90.820	9.180	13.46	320	0.940	bicubic	-10.208	-5.540	+14
144	tf_efficientnet_b2_ns	72.290	27.710	91.090	8.910	9.11	260	0.890	bicubic	-10.090	-5.158	+18
145	tf_efficientnet_b4	72.290	27.710	90.590	9.410	19.34	380	0.922	bicubic	-10.734	-5.710	-9
146	tresnet_m	72.270	27.730	90.230	9.770	31.39	224	0.875	bilinear	-10.802	-5.888	-12
147	resnetv2_50x1_bit_distilled	72.260	27.740	91.000	9.000	25.55	224	0.875	bicubic	-10.568	-5.526	-6
148	crossvit_18_240	72.250	27.750	90.270	9.730	43.27	240	0.875	bicubic	-10.150	-5.784	+12
149	efficientnetv2_rw_t	72.240	27.760	90.420	9.580	13.65	288	1.000	bicubic	-10.104	-5.776	+16
150	nasnetalarge	72.230	27.770	90.460	9.540	88.75	331	0.911	bicubic	-10.396	-5.586	-1
151	twins_pcpvt_base	72.200	27.800	90.500	9.500	43.83	224	0.900	bicubic	-10.504	-5.848	-5
152	cait_xxs36_384	72.190	27.810	90.840	9.160	17.37	384	1.000	bicubic	-10.002	-5.306	+23
153	crossvit_18_dagger_240	72.130	27.870	90.070	9.930	44.27	240	0.875	bicubic	-10.390	-6.002	+3
154	xcit_tiny_24_p16_384_dist	72.080	27.920	90.580	9.420	12.12	384	1.000	bicubic	-10.490	-5.704	-1
155	resnet152	72.060	27.940	90.320	9.680	60.19	224	0.950	bicubic	-10.764	-5.814	-13
156	eca_nfnet_l0	71.850	28.150	91.110	8.890	24.14	288	1.000	bicubic	-10.728	-5.382	-4
157	swin_small_patch4_window7_224	71.760	28.240	90.240	9.760	49.61	224	0.900	bicubic	-11.454	-6.084	-29
158	pit_b_224	71.710	28.290	89.250	10.750	73.76	224	0.900	bicubic	-10.734	-6.462	+1
159	xcit_large_24_p16_224	71.710	28.290	89.170	10.830	189.10	224	1.000	bicubic	-11.182	-6.708	-21
160	swsl_resnet50	71.700	28.300	90.480	9.520	25.56	224	0.875	bilinear	-9.470	-5.498	+61
161	resnet61q	71.680	28.320	90.280	9.720	36.85	288	1.000	bicubic	-10.846	-5.854	-6
162	tresnet_xl	71.660	28.340	89.630	10.370	78.44	224	0.875	bilinear	-10.398	-6.306	+19
163	convit_base	71.610	28.390	90.160	9.840	86.54	224	0.875	bicubic	-10.684	-5.774	+7
164	tresnet_l_448	71.590	28.410	90.060	9.940	55.99	448	0.875	bilinear	-10.680	-5.918	+8
165	xcit_tiny_12_p8_384_dist	71.580	28.420	90.710	9.290	6.71	384	1.000	bicubic	-10.812	-5.512	-4
166	crossvit_15_dagger_240	71.510	28.490	89.860	10.140	28.21	240	0.875	bicubic	-10.816	-6.098	+1
167	ssl_resnext101_32x8d	71.510	28.490	90.470	9.530	88.79	224	0.875	bilinear	-10.098	-5.572	+31
168	fbnetv3_g	71.490	28.510	90.370	9.630	16.62	288	0.950	bilinear	-10.556	-5.694	+14
169	efficientnet_b3	71.480	28.520	90.060	9.940	12.23	320	1.000	bicubic	-10.762	-6.054	+4
170	ecaresnet101d	71.470	28.530	90.320	9.680	44.57	224	0.875	bicubic	-10.702	-5.728	+7
171	resnet51q	71.420	28.580	90.180	9.820	35.70	288	1.000	bilinear	-10.942	-6.000	-8
172	ssl_resnext101_32x16d	71.420	28.580	90.520	9.480	194.03	224	0.875	bilinear	-10.434	-5.574	+19
173	pit_s_distilled_224	71.360	28.640	89.780	10.220	24.04	224	0.900	bicubic	-10.636	-6.016	+11
174	xcit_tiny_24_p8_224	71.350	28.650	90.240	9.760	12.11	224	1.000	bicubic	-10.542	-5.738	+15
175	mixer_b16_224_miil	71.310	28.690	89.660	10.340	59.88	224	0.875	bilinear	-10.994	-6.056	-6
176	resnetv2_152x2_bit_teacher	71.290	28.710	90.430	9.570	236.34	224	0.875	bicubic	-11.582	-6.140	-36
177	resnetv2_101	71.270	28.730	89.910	10.090	44.54	224	0.950	bicubic	-10.772	-5.952	+6
178	ecaresnet50t	71.260	28.740	90.420	9.580	25.57	320	0.950	bicubic	-11.088	-5.718	-14
179	convmixer_1536_20	71.230	28.770	89.440	10.560	51.63	224	0.960	bicubic	-10.136	-6.174	+33
180	xcit_small_12_p16_224	71.200	28.800	89.750	10.250	26.25	224	1.000	bicubic	-10.776	-6.068	+6
181	crossvit_base_240	71.180	28.820	89.840	10.160	105.03	240	0.875	bicubic	-11.034	-5.992	-7
182	deit_base_patch16_224	71.180	28.820	89.190	10.810	86.57	224	0.900	bicubic	-10.814	-6.544	+3
183	halo2botnet50ts_256	71.100	28.900	89.630	10.370	22.64	256	0.950	bicubic	-10.962	-6.012	-3
184	xcit_tiny_12_p8_224_dist	71.040	28.960	89.880	10.120	6.71	224	1.000	bicubic	-10.168	-5.722	+35
185	xcit_medium_24_p16_224	71.030	28.970	89.520	10.480	84.40	224	1.000	bicubic	-11.608	-6.456	-37
186	xcit_small_24_p16_224	71.020	28.980	89.700	10.300	47.67	224	1.000	bicubic	-11.562	-6.304	-35
187	visformer_small	71.010	28.990	89.450	10.550	40.22	224	0.900	bicubic	-11.096	-6.424	-9
188	lamhalobotnet50ts_256	70.990	29.010	89.080	10.920	22.57	256	0.950	bicubic	-10.560	-6.422	+11
189	resnetv2_101x1_bitm	70.990	29.010	91.090	8.910	44.54	448	1.000	bilinear	-11.344	-5.426	-23
190	tresnet_m_448	70.990	29.010	88.690	11.310	31.39	448	0.875	bilinear	-10.714	-6.884	+3
191	convnext_tiny	70.960	29.040	89.760	10.240	28.59	224	0.875	bicubic	-11.104	-6.074	-12
192	tnt_s_patch16_224	70.940	29.060	89.590	10.410	23.76	224	0.900	bicubic	-10.576	-6.156	+10
193	wide_resnet50_2	70.940	29.060	89.230	10.770	68.88	224	0.875	bicubic	-10.512	-6.300	+13
194	resnest50d_4s2x40d	70.930	29.070	89.710	10.290	30.42	224	0.875	bicubic	-10.180	-5.854	+31
195	tf_efficientnet_b3_ap	70.920	29.080	89.430	10.570	12.23	300	0.904	bicubic	-10.906	-6.194	-3
196	vit_small_patch16_224	70.910	29.090	90.160	9.840	22.05	224	0.900	bicubic	-10.486	-5.974	+13
197	resnet101	70.870	29.130	89.520	10.480	44.55	224	0.950	bicubic	-11.062	-6.246	-9
198	jx_nest_tiny	70.860	29.140	89.940	10.060	17.06	224	0.875	bicubic	-10.562	-5.676	+10
199	resnetrs101	70.860	29.140	89.830	10.170	63.62	288	0.940	bicubic	-11.428	-6.178	-28
200	rexnet_200	70.850	29.150	89.700	10.300	16.37	224	0.875	bicubic	-10.778	-5.968	-3
201	tf_efficientnet_b1_ns	70.850	29.150	90.120	9.880	7.79	240	0.882	bicubic	-10.536	-5.616	+9
202	vit_large_patch32_384	70.850	29.150	90.570	9.430	306.63	384	1.000	bicubic	-10.660	-5.524	+1
203	tf_efficientnetv2_b3	70.840	29.160	89.510	10.490	14.36	300	0.904	bicubic	-11.128	-6.270	-16
204	tresnet_l	70.840	29.160	89.630	10.370	55.99	224	0.875	bilinear	-10.650	-5.994	+1
205	coat_lite_small	70.770	29.230	89.570	10.430	19.84	224	0.900	bicubic	-11.540	-6.278	-37
206	levit_384	70.750	29.250	89.300	10.700	39.13	224	0.900	bicubic	-11.838	-6.722	-56
207	tf_efficientnet_b3	70.640	29.360	89.440	10.560	12.23	300	0.904	bicubic	-10.996	-6.278	-11
208	gluon_senet154	70.620	29.380	88.920	11.080	115.09	224	0.875	bicubic	-10.612	-6.428	+9
209	crossvit_small_240	70.620	29.380	89.360	10.640	26.86	240	0.875	bicubic	-10.402	-6.098	+23
210	cait_xxs24_384	70.610	29.390	89.720	10.280	12.03	384	1.000	bicubic	-10.354	-5.926	+26
211	convit_small	70.590	29.410	89.580	10.420	27.78	224	0.875	bicubic	-10.834	-6.162	-4
212	twins_pcpvt_small	70.560	29.440	89.080	10.920	24.11	224	0.900	bicubic	-10.528	-6.560	+16
213	ssl_resnext101_32x4d	70.530	29.470	89.780	10.220	44.18	224	0.875	bilinear	-10.396	-5.944	+26
214	deit_small_distilled_patch16_224	70.520	29.480	89.480	10.520	22.44	224	0.900	bicubic	-10.684	-5.898	+6
215	legacy_senet154	70.510	29.490	89.010	10.990	115.09	224	0.875	bilinear	-10.800	-6.480	-1
216	vit_small_r26_s32_224	70.510	29.490	90.110	9.890	36.43	224	0.900	bicubic	-11.346	-5.910	-26
217	halonet50ts	70.480	29.520	89.330	10.670	22.73	256	0.940	bicubic	-11.178	-6.280	-22
218	regnetz_b16	70.450	29.550	89.530	10.470	9.72	288	0.940	bicubic	-10.266	-5.948	+30
219	twins_svt_small	70.440	29.560	89.360	10.640	24.06	224	0.900	bicubic	-11.244	-6.312	-25
220	crossvit_15_240	70.430	29.570	89.540	10.460	27.53	240	0.875	bicubic	-11.114	-6.148	-20
221	gluon_seresnext101_64x4d	70.430	29.570	89.360	10.640	88.23	224	0.875	bicubic	-10.448	-5.938	+20
222	resnest50d	70.430	29.570	88.760	11.240	27.48	224	0.875	bilinear	-10.548	-6.618	+12
223	tf_efficientnet_lite4	70.430	29.570	89.100	10.900	13.01	380	0.920	bilinear	-11.106	-6.568	-22
224	resnest50d_1s4x24d	70.400	29.600	89.230	10.770	25.68	224	0.875	bicubic	-10.586	-6.090	+9
225	seresnext50_32x4d	70.400	29.600	89.110	10.890	27.56	224	0.875	bicubic	-10.858	-6.518	-8
226	gernet_l	70.370	29.630	88.980	11.020	31.08	256	0.875	bilinear	-10.976	-6.552	-13
227	gluon_resnet152_v1s	70.290	29.710	88.850	11.150	60.32	224	0.875	bicubic	-10.732	-6.564	+5
228	repvgg_b3	70.250	29.750	88.740	11.260	123.09	224	0.875	bilinear	-10.246	-6.524	+27
229	coat_mini	70.210	29.790	89.440	10.560	10.34	224	0.900	bicubic	-11.054	-5.954	-13
230	sebotnet33ts_256	70.150	29.850	88.800	11.200	13.70	256	0.940	bicubic	-11.004	-6.368	-7
231	efficientnet_el	70.130	29.870	89.290	10.710	10.59	300	0.904	bicubic	-11.176	-6.236	-16
232	inception_resnet_v2	70.130	29.870	88.700	11.300	55.84	299	0.897	bicubic	-10.330	-6.608	+28
233	ecaresnet101d_pruned	70.110	29.890	89.590	10.410	24.88	224	0.875	bicubic	-10.706	-6.044	+10
234	resmlp_36_distilled_224	70.100	29.900	89.100	10.900	44.69	224	0.875	bicubic	-11.054	-6.388	-12
235	haloregnetz_b	70.090	29.910	88.860	11.140	11.68	224	0.940	bicubic	-10.962	-6.334	-6
236	gluon_seresnext101_32x4d	70.040	29.960	88.920	11.080	48.96	224	0.875	bicubic	-10.866	-6.376	+4
237	sehalonet33ts	70.020	29.980	88.700	11.300	13.69	256	0.940	bicubic	-10.946	-6.572	-2
238	regnety_320	69.990	30.010	88.890	11.110	145.05	224	0.875	bicubic	-10.818	-6.354	+6
239	levit_256	69.970	30.030	89.240	10.760	18.89	224	0.900	bicubic	-11.536	-6.252	-35
240	gluon_resnet152_v1d	69.960	30.040	88.490	11.510	60.21	224	0.875	bicubic	-10.516	-6.718	+17
241	pit_s_224	69.900	30.100	88.930	11.070	23.46	224	0.900	bicubic	-11.198	-6.400	-14
242	ecaresnet50d	69.840	30.160	89.390	10.610	25.58	224	0.875	bicubic	-10.762	-5.930	+10
243	ssl_resnext50_32x4d	69.720	30.280	89.440	10.560	25.03	224	0.875	bilinear	-10.596	-5.970	+26
244	gluon_resnext101_64x4d	69.710	30.290	88.270	11.730	83.46	224	0.875	bicubic	-10.894	-6.722	+7
245	xcit_tiny_24_p16_224_dist	69.710	30.290	88.720	11.280	12.12	224	1.000	bicubic	-10.738	-6.496	+16
246	xcit_tiny_12_p16_384_dist	69.690	30.310	89.020	10.980	6.72	384	1.000	bicubic	-11.254	-6.390	-9
247	lambda_resnet50ts	69.680	30.320	88.820	11.180	21.54	256	0.950	bicubic	-11.470	-6.284	-23
248	resmlp_24_distilled_224	69.680	30.320	89.050	10.950	30.02	224	0.875	bicubic	-11.084	-6.174	-3
249	resnext50_32x4d	69.670	30.330	88.650	11.350	25.03	224	0.950	bicubic	-11.434	-6.676	-23
250	efficientnet_b3_pruned	69.580	30.420	88.980	11.020	9.86	300	0.904	bicubic	-11.276	-6.264	-8
251	gernet_m	69.560	30.440	88.700	11.300	21.14	224	0.875	bilinear	-11.186	-6.484	-5
252	nf_resnet50	69.540	30.460	88.730	11.270	25.56	288	0.940	bicubic	-11.114	-6.604	-4
253	gcresnext50ts	69.540	30.460	88.850	11.150	15.67	256	0.900	bicubic	-11.038	-6.320	+1
254	repvgg_b3g4	69.520	30.480	88.450	11.550	83.83	224	0.875	bilinear	-10.692	-6.656	+25
255	efficientnet_el_pruned	69.510	30.490	88.920	11.080	10.59	300	0.904	bicubic	-10.792	-6.298	+16
256	ens_adv_inception_resnet_v2	69.510	30.490	88.510	11.490	55.84	299	0.897	bicubic	-10.470	-6.428	+36
257	efficientnet_b2	69.500	30.500	88.670	11.330	9.11	288	1.000	bicubic	-11.112	-6.644	-7
258	gcresnet50t	69.490	30.510	89.060	10.940	25.90	256	0.900	bicubic	-11.448	-6.392	-20
259	rexnet_150	69.470	30.530	88.980	11.020	9.73	224	0.875	bicubic	-10.840	-6.186	+11
260	regnetx_320	69.440	30.560	88.270	11.730	107.81	224	0.875	bicubic	-10.800	-6.752	+17
261	swin_tiny_patch4_window7_224	69.430	30.570	89.020	10.980	28.29	224	0.900	bicubic	-11.944	-6.522	-50
262	vit_base_patch32_224	69.410	30.590	89.430	10.570	88.22	224	0.900	bicubic	-11.312	-6.136	-15
263	convmixer_768_32	69.400	30.600	88.870	11.130	21.11	224	0.960	bicubic	-10.764	-6.202	+20
264	legacy_seresnext101_32x4d	69.380	30.620	88.060	11.940	48.96	224	0.875	bilinear	-10.848	-6.954	+14
265	inception_v4	69.360	30.640	88.780	11.220	42.68	299	0.875	bicubic	-10.810	-6.190	+17
266	ecaresnetlight	69.350	30.650	89.230	10.770	30.16	224	0.875	bicubic	-11.112	-6.022	-7
267	resnet50d	69.340	30.660	88.220	11.780	25.58	224	0.875	bicubic	-11.186	-6.942	-13
268	xception71	69.320	30.680	88.270	11.730	42.34	299	0.903	bicubic	-10.552	-6.652	+30
269	vit_small_patch32_384	69.290	30.710	89.820	10.180	22.92	384	1.000	bicubic	-11.194	-5.778	-13
270	gluon_xception65	69.160	30.840	88.080	11.920	39.92	299	0.903	bicubic	-10.556	-6.780	+38
271	gluon_resnet152_v1c	69.140	30.860	87.860	12.140	60.21	224	0.875	bicubic	-10.772	-6.988	+24
272	mixnet_xl	69.120	30.880	88.310	11.690	11.90	224	0.875	bicubic	-11.356	-6.624	-14
273	seresnet33ts	69.110	30.890	88.490	11.510	19.78	256	0.900	bicubic	-11.246	-6.618	-7
274	tf_efficientnetv2_b2	69.080	30.920	88.220	11.780	10.10	260	0.890	bicubic	-11.126	-6.822	+6
275	resnetv2_50	69.060	30.940	88.440	11.560	25.55	224	0.950	bicubic	-11.360	-6.634	-13
276	gluon_resnet101_v1d	69.010	30.990	88.100	11.900	44.57	224	0.875	bicubic	-11.406	-6.916	-13
277	repvgg_b2g4	69.000	31.000	88.360	11.640	61.76	224	0.875	bilinear	-10.370	-6.326	+50
278	gcresnet33ts	68.990	31.010	88.470	11.530	19.88	256	0.900	bicubic	-11.094	-6.530	+8
279	xception65	68.980	31.020	88.480	11.520	39.92	299	0.903	bicubic	-10.568	-6.176	+39
280	seresnet50	68.950	31.050	88.700	11.300	28.09	224	0.875	bicubic	-11.314	-6.372	-7
281	gluon_resnext101_32x4d	68.950	31.050	88.360	11.640	44.18	224	0.875	bicubic	-11.390	-6.566	-12
282	tf_efficientnet_b2_ap	68.930	31.070	88.350	11.650	9.11	260	0.890	bicubic	-11.372	-6.678	-9
283	cspdarknet53	68.920	31.080	88.600	11.400	27.64	256	0.887	bilinear	-11.142	-6.484	+5
284	regnety_120	68.870	31.130	88.330	11.670	51.82	224	0.875	bicubic	-11.500	-6.794	-19
285	resnet50_gn	68.850	31.150	88.420	11.580	25.56	224	0.940	bicubic	-11.202	-6.526	+4
286	gluon_resnet152_v1b	68.820	31.180	87.720	12.280	60.19	224	0.875	bicubic	-10.856	-7.018	+26
287	eca_resnet33ts	68.810	31.190	88.580	11.420	19.68	256	0.900	bicubic	-11.274	-6.390	-2
288	cspresnext50	68.790	31.210	87.940	12.060	20.57	224	0.875	bilinear	-11.260	-7.006	+2
289	dpn131	68.760	31.240	87.450	12.550	79.25	224	0.875	bicubic	-11.064	-7.258	+14
290	gmlp_s16_224	68.760	31.240	88.080	11.920	19.42	224	0.875	bicubic	-10.882	-6.544	+25
291	resnext50d_32x4d	68.740	31.260	88.300	11.700	25.05	224	0.875	bicubic	-10.930	-6.564	+22
292	tf_efficientnet_b2	68.740	31.260	87.960	12.040	9.11	260	0.890	bicubic	-11.340	-6.948	-5
293	resnet50	68.730	31.270	87.670	12.330	25.56	224	0.950	bicubic	-11.642	-6.940	-29
294	deit_small_patch16_224	68.710	31.290	88.200	11.800	22.05	224	0.900	bicubic	-11.156	-6.846	+5
295	gluon_resnet101_v1s	68.710	31.290	87.910	12.090	44.67	224	0.875	bicubic	-11.592	-7.250	-23
296	regnety_080	68.710	31.290	87.970	12.030	39.18	224	0.875	bicubic	-11.170	-6.860	+1
297	dpn107	68.700	31.300	88.140	11.860	86.92	224	0.875	bicubic	-11.472	-6.766	-16
298	gluon_seresnext50_32x4d	68.670	31.330	88.320	11.680	27.56	224	0.875	bicubic	-11.246	-6.514	-4
299	hrnet_w64	68.640	31.360	88.050	11.950	128.06	224	0.875	bilinear	-10.828	-6.604	+23
300	dpn98	68.610	31.390	87.660	12.340	61.57	224	0.875	bicubic	-11.034	-6.938	+14
301	xcit_tiny_12_p8_224	68.570	31.430	88.690	11.310	6.71	224	1.000	bicubic	-11.124	-6.364	+9
302	regnetx_160	68.530	31.470	88.440	11.560	54.28	224	0.875	bicubic	-11.318	-6.390	-1
303	rexnet_130	68.460	31.540	88.040	11.960	7.56	224	0.875	bicubic	-11.040	-6.642	+17
304	cspresnet50	68.440	31.560	87.970	12.030	21.62	256	0.887	bilinear	-11.140	-6.734	+13
305	tf_efficientnet_el	68.430	31.570	88.210	11.790	10.59	300	0.904	bicubic	-11.820	-6.920	-30
306	xcit_tiny_24_p16_224	68.430	31.570	88.290	11.710	12.12	224	1.000	bicubic	-11.018	-6.596	+19
307	regnety_064	68.420	31.580	88.080	11.920	30.58	224	0.875	bicubic	-11.300	-6.684	0
308	cait_xxs36_224	68.400	31.600	88.640	11.360	17.30	224	1.000	bicubic	-11.350	-6.230	-2
309	ecaresnet50d_pruned	68.400	31.600	88.370	11.630	19.94	224	0.875	bicubic	-11.310	-6.510	0
310	skresnext50_32x4d	68.370	31.630	87.560	12.440	27.48	224	0.875	bicubic	-11.782	-7.084	-26
311	ssl_resnet50	68.370	31.630	88.530	11.470	25.56	224	0.875	bilinear	-10.850	-6.302	+30
312	dla102x2	68.340	31.660	87.890	12.110	41.28	224	0.875	bilinear	-11.110	-6.744	+12
313	fbnetv3_d	68.340	31.660	88.450	11.550	10.31	256	0.950	bilinear	-11.342	-6.500	-2
314	resmlp_big_24_224	68.320	31.680	87.530	12.470	129.14	224	0.875	bicubic	-12.712	-7.490	-85
315	efficientnet_b2_pruned	68.320	31.680	88.100	11.900	8.31	260	0.890	bicubic	-11.596	-6.754	-21
316	gluon_resnext50_32x4d	68.300	31.700	87.290	12.710	25.03	224	0.875	bicubic	-11.068	-7.136	+12
317	vit_base_patch16_224_sam	68.260	31.740	87.720	12.280	86.57	224	0.900	bicubic	-11.982	-7.036	-41
318	ecaresnet26t	68.230	31.770	88.800	11.200	16.01	320	0.950	bicubic	-11.618	-6.284	-18
319	tf_efficientnet_lite3	68.230	31.770	87.740	12.260	8.20	300	0.904	bilinear	-11.588	-7.174	-15
320	ese_vovnet39b	68.200	31.800	88.260	11.740	24.57	224	0.875	bicubic	-11.110	-6.456	+10
321	regnetx_120	68.170	31.830	87.660	12.340	46.11	224	0.875	bicubic	-11.422	-7.074	-5
322	fbnetv3_b	68.150	31.850	87.930	12.070	8.60	256	0.950	bilinear	-11.000	-6.816	+25
323	resmlp_36_224	68.060	31.940	88.190	11.810	44.69	224	0.875	bicubic	-11.708	-6.696	-18
324	resnetrs50	68.040	31.960	87.710	12.290	35.69	224	0.910	bicubic	-11.850	-7.256	-28
325	pit_xs_distilled_224	68.010	31.990	87.720	12.280	11.00	224	0.900	bicubic	-11.294	-6.646	+9
326	dpn92	67.960	32.040	87.560	12.440	37.67	224	0.875	bicubic	-12.056	-7.268	-35
327	nf_regnet_b1	67.960	32.040	88.200	11.800	10.22	288	0.900	bicubic	-11.328	-6.550	+9
328	gluon_resnet50_v1d	67.940	32.060	87.130	12.870	25.58	224	0.875	bicubic	-11.136	-7.340	+23
329	resnetv2_50x1_bitm	67.920	32.080	89.290	10.710	25.55	448	1.000	bilinear	-12.422	-6.390	-62
330	tf_efficientnetv2_b1	67.900	32.100	87.790	12.210	8.14	240	0.882	bicubic	-11.562	-6.936	-8
331	levit_192	67.900	32.100	87.890	12.110	10.95	224	0.900	bicubic	-11.932	-6.896	-28
332	regnetx_080	67.880	32.120	86.990	13.010	39.57	224	0.875	bicubic	-11.320	-7.562	+13
333	legacy_seresnext50_32x4d	67.860	32.140	87.620	12.380	27.56	224	0.875	bilinear	-11.210	-6.812	+19
334	resnext101_32x8d	67.860	32.140	87.490	12.510	88.79	224	0.875	bilinear	-11.456	-7.028	-5
335	efficientnet_em	67.830	32.170	88.120	11.880	6.90	240	0.882	bicubic	-11.420	-6.676	+5
336	lambda_resnet26t	67.810	32.190	87.780	12.220	10.96	256	0.940	bicubic	-11.286	-6.808	+13
337	resmlp_24_224	67.800	32.200	87.620	12.380	30.02	224	0.875	bicubic	-11.582	-6.926	-11
338	hrnet_w48	67.770	32.230	87.400	12.600	77.47	224	0.875	bilinear	-11.530	-7.112	-3
339	hrnet_w44	67.740	32.260	87.560	12.440	67.06	224	0.875	bilinear	-11.160	-6.812	+21
340	coat_lite_mini	67.720	32.280	87.690	12.310	11.01	224	0.900	bicubic	-11.372	-6.916	+10
341	tf_efficientnet_b0_ns	67.720	32.280	88.070	11.930	5.29	224	0.875	bicubic	-10.938	-6.306	+28
342	eca_botnext26ts_256	67.670	32.330	87.050	12.950	10.59	256	0.950	bicubic	-11.602	-7.566	-4
343	regnetx_064	67.670	32.330	87.530	12.470	26.21	224	0.875	bicubic	-11.396	-6.928	+10
344	xception	67.670	32.330	87.580	12.420	22.86	299	0.897	bicubic	-11.378	-6.812	+10
345	halonet26t	67.630	32.370	87.240	12.760	12.48	256	0.950	bicubic	-11.486	-7.072	+3
346	dla169	67.620	32.380	87.590	12.410	53.39	224	0.875	bilinear	-11.074	-6.746	+22
347	dpn68b	67.620	32.380	87.660	12.340	12.61	224	0.875	bicubic	-11.594	-6.754	-4
348	regnety_040	67.590	32.410	87.490	12.510	20.65	224	0.875	bicubic	-11.626	-7.166	-7
349	gluon_inception_v3	67.590	32.410	87.470	12.530	23.83	299	0.875	bicubic	-11.216	-6.902	+15
350	hrnet_w40	67.580	32.420	87.130	12.870	57.56	224	0.875	bilinear	-11.336	-7.344	+8
351	gluon_resnet101_v1c	67.580	32.420	87.180	12.820	44.57	224	0.875	bicubic	-11.952	-7.400	-31
352	legacy_seresnet152	67.530	32.470	87.410	12.590	66.82	224	0.875	bilinear	-11.126	-6.958	+18
353	tf_efficientnet_b1_ap	67.520	32.480	87.760	12.240	7.79	240	0.882	bicubic	-11.758	-6.546	-16
354	eca_halonext26ts	67.480	32.520	87.240	12.760	10.76	256	0.940	bicubic	-12.008	-7.356	-33
355	gluon_resnet101_v1b	67.470	32.530	87.230	12.770	44.55	224	0.875	bicubic	-11.834	-7.292	-22
356	resnetblur50	67.470	32.530	87.440	12.560	25.56	224	0.875	bicubic	-11.838	-7.194	-25
357	res2net101_26w_4s	67.460	32.540	87.010	12.990	45.21	224	0.875	bilinear	-11.738	-7.428	-13
358	efficientnet_b1	67.460	32.540	87.510	12.490	7.79	256	1.000	bicubic	-11.330	-6.832	+8
359	res2net50_26w_8s	67.460	32.540	87.280	12.720	48.40	224	0.875	bilinear	-11.516	-6.898	-2
360	tf_efficientnet_cc_b1_8e	67.450	32.550	87.320	12.680	39.72	240	0.882	bicubic	-11.856	-7.050	-28
361	resnet33ts	67.370	32.630	87.570	12.430	19.68	256	0.900	bicubic	-11.842	-7.002	-17
362	cait_xxs24_224	67.330	32.670	87.510	12.490	11.96	224	1.000	bicubic	-11.054	-6.800	+23
363	regnetx_032	67.290	32.710	86.990	13.010	15.30	224	0.875	bicubic	-10.882	-7.098	+32
364	coat_tiny	67.250	32.750	87.280	12.720	5.50	224	0.900	bicubic	-11.178	-6.758	+18
365	xception41	67.250	32.750	87.200	12.800	26.97	299	0.903	bicubic	-11.258	-7.080	+9
366	resnest26d	67.190	32.810	87.170	12.830	17.07	224	0.875	bilinear	-11.294	-7.124	+10
367	legacy_seresnet101	67.170	32.830	87.050	12.950	49.33	224	0.875	bilinear	-11.218	-7.216	+17
368	repvgg_b2	67.160	32.840	87.330	12.670	89.02	224	0.875	bilinear	-11.632	-7.088	-4
369	botnet26t_256	67.130	32.870	87.530	12.470	12.49	256	0.950	bicubic	-12.122	-6.998	-30
370	dla60x	67.100	32.900	87.180	12.820	17.35	224	0.875	bilinear	-11.146	-6.840	+21
371	gluon_resnet50_v1s	67.050	32.950	86.860	13.140	25.68	224	0.875	bicubic	-11.658	-7.380	-4
372	dla60_res2net	67.030	32.970	87.170	12.830	20.85	224	0.875	bilinear	-11.432	-7.036	+6
373	dla102x	67.030	32.970	86.800	13.200	26.31	224	0.875	bilinear	-11.484	-7.424	0
374	tv_resnet152	67.030	32.970	87.550	12.450	60.19	224	0.875	bilinear	-11.290	-6.486	+14
375	xcit_tiny_12_p16_224_dist	67.010	32.990	87.410	12.590	6.72	224	1.000	bicubic	-11.564	-6.788	-4
376	lambda_resnet26rpt_256	66.970	33.030	87.130	12.870	10.99	256	0.940	bicubic	-11.998	-7.298	-18
377	mixnet_l	66.940	33.060	86.920	13.080	7.33	224	0.875	bicubic	-12.036	-7.374	-20
378	res2net50_26w_6s	66.920	33.080	86.850	13.150	37.05	224	0.875	bilinear	-11.646	-7.284	-6
379	pit_xs_224	66.910	33.090	87.290	12.710	10.62	224	0.900	bicubic	-11.278	-6.876	+15
380	repvgg_b1	66.910	33.090	86.790	13.210	57.42	224	0.875	bilinear	-11.458	-7.306	+6
381	xcit_nano_12_p8_384_dist	66.900	33.100	87.110	12.890	3.05	384	1.000	bicubic	-10.918	-6.934	+34
382	tf_efficientnet_b1	66.890	33.110	87.020	12.980	7.79	240	0.882	bicubic	-11.930	-7.176	-20
383	efficientnet_es	66.870	33.130	86.720	13.280	5.44	224	0.875	bicubic	-11.190	-7.218	+16
384	regnetx_040	66.830	33.170	86.720	13.280	22.12	224	0.875	bicubic	-11.652	-7.524	-7
385	resnet32ts	66.830	33.170	87.260	12.740	17.96	256	0.900	bicubic	-12.184	-7.096	-30
386	tf_mixnet_l	66.790	33.210	86.460	13.540	7.33	224	0.875	bicubic	-11.984	-7.536	-20
387	hrnet_w30	66.780	33.220	86.780	13.220	37.71	224	0.875	bilinear	-11.418	-7.444	+6
388	hrnet_w32	66.760	33.240	87.310	12.690	41.23	224	0.875	bilinear	-11.686	-6.878	-9
389	selecsls60b	66.740	33.260	86.520	13.480	32.77	224	0.875	bicubic	-11.672	-7.650	-6
390	wide_resnet101_2	66.720	33.280	87.030	12.970	126.89	224	0.875	bilinear	-12.132	-7.258	-29
391	tf_efficientnetv2_b0	66.710	33.290	86.710	13.290	7.14	224	0.875	bicubic	-11.650	-7.314	-4
392	adv_inception_v3	66.650	33.350	86.540	13.460	23.83	299	0.875	bicubic	-10.932	-7.198	+31
393	dla60_res2next	66.640	33.360	87.030	12.970	17.03	224	0.875	bilinear	-11.802	-7.120	-13
394	vit_tiny_patch16_384	66.570	33.430	87.280	12.720	5.79	384	1.000	bicubic	-11.862	-7.262	-13
395	gluon_resnet50_v1c	66.550	33.450	86.180	13.820	25.58	224	0.875	bicubic	-11.460	-7.808	+7
396	levit_128	66.550	33.450	86.760	13.240	9.21	224	0.900	bicubic	-11.936	-7.246	-21
397	dla102	66.530	33.470	86.910	13.090	33.27	224	0.875	bilinear	-11.498	-7.040	+4
398	gmixer_24_224	66.420	33.580	86.160	13.840	24.72	224	0.875	bicubic	-11.618	-7.510	+2
399	tf_inception_v3	66.410	33.590	86.660	13.340	23.83	299	0.875	bicubic	-11.444	-6.978	+13
400	bat_resnext26ts	66.390	33.610	86.830	13.170	10.73	256	0.900	bicubic	-11.860	-7.268	-11
401	hardcorenas_f	66.370	33.630	86.200	13.800	8.20	224	0.875	bilinear	-11.728	-7.604	-3
402	coat_lite_tiny	66.300	33.700	86.980	13.020	5.72	224	0.900	bicubic	-11.210	-6.932	+24
403	efficientnet_b0	66.300	33.700	85.980	14.020	5.29	224	0.875	bicubic	-11.394	-7.554	+14
404	legacy_seresnet50	66.260	33.740	86.340	13.660	28.09	224	0.875	bilinear	-11.372	-7.412	+15
405	selecsls60	66.200	33.800	86.330	13.670	30.67	224	0.875	bicubic	-11.774	-7.502	-1
406	tf_efficientnet_cc_b0_8e	66.170	33.830	86.240	13.760	24.01	224	0.875	bicubic	-11.738	-7.416	+2
407	tf_efficientnet_em	66.170	33.830	86.350	13.650	6.90	240	0.882	bicubic	-11.962	-7.696	-10
408	tv_resnext50_32x4d	66.170	33.830	86.040	13.960	25.03	224	0.875	bilinear	-11.448	-7.656	+12
409	inception_v3	66.150	33.850	86.330	13.670	23.83	299	0.875	bicubic	-11.288	-7.146	+20
410	res2net50_26w_4s	66.140	33.860	86.600	13.400	25.70	224	0.875	bilinear	-11.816	-7.252	-5
411	resmlp_12_distilled_224	66.140	33.860	86.620	13.380	15.35	224	0.875	bicubic	-11.802	-6.938	-5
412	efficientnet_b1_pruned	66.090	33.910	86.570	13.430	6.33	240	0.882	bicubic	-12.150	-7.262	-20
413	regnety_016	66.080	33.920	86.370	13.630	11.20	224	0.875	bicubic	-11.780	-7.352	-3
414	gluon_resnet50_v1b	66.070	33.930	86.260	13.740	25.56	224	0.875	bicubic	-11.510	-7.462	+10
415	rexnet_100	66.070	33.930	86.500	13.500	4.80	224	0.875	bicubic	-11.788	-7.370	-4
416	tinynet_a	66.010	33.990	85.790	14.210	6.19	192	0.875	bicubic	-11.642	-7.748	+1
417	res2net50_14w_8s	66.010	33.990	86.240	13.760	25.06	224	0.875	bilinear	-12.134	-7.610	-20
418	gcresnext26ts	65.950	34.050	85.920	14.080	10.48	256	0.900	bicubic	-11.870	-7.912	-4
419	seresnext26t_32x4d	65.880	34.120	85.670	14.330	16.81	224	0.875	bicubic	-12.096	-8.074	-16
420	res2next50	65.860	34.140	85.840	14.160	24.67	224	0.875	bilinear	-12.390	-8.046	-30
421	densenet161	65.850	34.150	86.450	13.550	28.68	224	0.875	bicubic	-11.502	-7.188	+11
422	repvgg_b1g4	65.840	34.160	86.110	13.890	39.97	224	0.875	bilinear	-11.746	-7.720	0
423	hardcorenas_e	65.830	34.170	85.980	14.020	8.07	224	0.875	bilinear	-11.962	-7.718	-7
424	resnet34d	65.790	34.210	86.720	13.280	21.82	224	0.875	bicubic	-11.324	-6.660	+15
425	xcit_tiny_12_p16_224	65.780	34.220	86.220	13.780	6.72	224	1.000	bicubic	-11.346	-7.494	+13
426	eca_resnext26ts	65.770	34.230	85.840	14.160	10.30	256	0.900	bicubic	-11.682	-7.726	+2
427	mobilenetv3_large_100_miil	65.760	34.240	85.200	14.800	5.48	224	0.875	bilinear	-12.158	-7.706	-20
428	skresnet34	65.740	34.260	85.960	14.040	22.28	224	0.875	bicubic	-11.164	-7.360	+21
429	tv_resnet101	65.690	34.310	85.980	14.020	44.55	224	0.875	bilinear	-11.688	-7.562	+2
430	seresnext26ts	65.650	34.350	86.150	13.850	10.39	256	0.900	bicubic	-12.202	-7.640	-17
431	hardcorenas_d	65.620	34.380	85.460	14.540	7.50	224	0.875	bilinear	-11.812	-8.024	-1
432	selecsls42b	65.620	34.380	85.810	14.190	32.46	224	0.875	bicubic	-11.554	-7.584	+5
433	tf_efficientnet_b0_ap	65.480	34.520	85.580	14.420	5.29	224	0.875	bicubic	-11.610	-7.678	+8
434	convmixer_1024_20_ks9_p14	65.410	34.590	85.590	14.410	24.38	224	0.960	bicubic	-11.532	-7.766	+12
435	seresnext26d_32x4d	65.400	34.600	85.960	14.040	16.81	224	0.875	bicubic	-12.202	-7.648	-14
436	resnet26t	65.390	34.610	86.110	13.890	16.01	256	0.940	bicubic	-12.474	-7.736	-27
437	tf_efficientnet_lite2	65.380	34.620	85.990	14.010	6.09	260	0.890	bicubic	-12.088	-7.766	-10
438	res2net50_48w_2s	65.370	34.630	85.950	14.050	25.29	224	0.875	bilinear	-12.152	-7.602	-13
439	densenetblur121d	65.300	34.700	85.700	14.300	8.00	224	0.875	bicubic	-11.282	-7.488	+20
440	densenet201	65.290	34.710	85.680	14.320	20.01	224	0.875	bicubic	-12.000	-7.798	-5
441	crossvit_9_dagger_240	65.210	34.790	86.590	13.410	8.78	240	0.875	bicubic	-11.768	-7.022	+3
442	dla60	65.200	34.800	85.760	14.240	22.04	224	0.875	bilinear	-11.836	-7.558	+1
443	ese_vovnet19b_dw	65.190	34.810	85.460	14.540	6.54	224	0.875	bicubic	-11.610	-7.812	+8
444	tf_efficientnet_cc_b0_4e	65.150	34.850	85.150	14.850	13.31	224	0.875	bicubic	-12.154	-8.184	-11
445	gernet_s	65.130	34.870	85.520	14.480	8.17	224	0.875	bilinear	-11.782	-7.614	+3
446	legacy_seresnext26_32x4d	65.070	34.930	85.640	14.360	16.79	224	0.875	bicubic	-12.032	-7.676	-6
447	mobilenetv2_120d	65.010	34.990	85.950	14.050	5.83	224	0.875	bicubic	-12.286	-7.546	-13
448	hrnet_w18	64.930	35.070	85.740	14.260	21.30	224	0.875	bilinear	-11.822	-7.702	+5
449	hardcorenas_c	64.850	35.150	85.240	14.760	5.52	224	0.875	bilinear	-12.198	-7.916	-7
450	densenet169	64.760	35.240	85.240	14.760	14.15	224	0.875	bicubic	-11.140	-7.790	+22
451	mixnet_m	64.700	35.300	85.460	14.540	5.01	224	0.875	bicubic	-12.564	-7.964	-15
452	resnet26d	64.690	35.310	85.110	14.890	16.01	224	0.875	bicubic	-12.010	-8.036	+2
453	levit_128s	64.600	35.400	84.740	15.260	7.78	224	0.900	bicubic	-11.920	-8.126	+8
454	resnext26ts	64.590	35.410	85.100	14.900	10.30	256	0.900	bicubic	-12.190	-8.028	-2
455	xcit_nano_12_p8_224_dist	64.550	35.450	85.990	14.010	3.05	224	1.000	bicubic	-11.770	-7.096	+9
456	repvgg_a2	64.440	35.560	85.130	14.870	28.21	224	0.875	bilinear	-12.020	-7.876	+7
457	hardcorenas_b	64.420	35.580	84.880	15.120	5.18	224	0.875	bilinear	-12.112	-7.874	+3
458	xcit_nano_12_p16_384_dist	64.420	35.580	85.310	14.690	3.05	384	1.000	bicubic	-11.030	-7.382	+24
459	tf_efficientnet_lite1	64.390	35.610	85.480	14.520	5.42	240	0.882	bicubic	-12.246	-7.742	-3
460	regnetx_016	64.370	35.630	85.460	14.540	9.19	224	0.875	bicubic	-12.580	-7.962	-15
461	resmlp_12_224	64.350	35.650	85.590	14.410	15.35	224	0.875	bicubic	-12.306	-7.590	-6
462	tf_efficientnet_b0	64.310	35.690	85.280	14.720	5.29	224	0.875	bicubic	-12.536	-7.946	-12
463	tf_mixnet_m	64.270	35.730	85.090	14.910	5.01	224	0.875	bicubic	-12.672	-8.062	-16
464	dpn68	64.230	35.770	85.180	14.820	12.61	224	0.875	bicubic	-12.076	-7.794	+2
465	tf_efficientnet_es	64.230	35.770	84.740	15.260	5.44	224	0.875	bicubic	-12.368	-8.464	-7
466	regnety_008	64.150	35.850	85.280	14.720	6.26	224	0.875	bicubic	-12.162	-7.790	-1
467	vit_small_patch32_224	64.070	35.930	85.570	14.430	22.88	224	0.900	bicubic	-11.928	-7.702	+1
468	mobilenetv2_140	64.040	35.960	85.030	14.970	6.11	224	0.875	bicubic	-12.468	-7.968	-6
469	densenet121	63.740	36.260	84.600	15.400	7.98	224	0.875	bicubic	-11.842	-8.052	+7
470	hardcorenas_a	63.710	36.290	84.400	15.600	5.26	224	0.875	bilinear	-12.212	-8.116	+1
471	resnest14d	63.610	36.390	84.260	15.740	10.61	224	0.875	bilinear	-11.896	-8.260	+7
472	tf_mixnet_s	63.560	36.440	84.270	15.730	4.13	224	0.875	bicubic	-12.090	-8.358	+2
473	resnet26	63.450	36.550	84.260	15.740	16.00	224	0.875	bicubic	-11.852	-8.316	+10
474	mixnet_s	63.380	36.620	84.740	15.260	4.13	224	0.875	bicubic	-12.612	-8.058	-5
475	mobilenetv3_large_100	63.340	36.660	84.090	15.910	5.48	224	0.875	bicubic	-12.422	-8.450	-2
476	tv_resnet50	63.340	36.660	84.650	15.350	25.56	224	0.875	bilinear	-12.798	-8.212	-9
477	vit_tiny_r_s16_p8_384	63.320	36.680	85.280	14.720	6.36	384	1.000	bicubic	-12.636	-7.982	-7
478	efficientnet_es_pruned	63.290	36.710	84.950	15.050	5.44	224	0.875	bicubic	-11.708	-7.488	+13
479	mixer_b16_224	63.260	36.740	83.300	16.700	59.88	224	0.875	bicubic	-13.350	-8.930	-22
480	efficientnet_lite0	63.240	36.760	84.430	15.570	4.65	224	0.875	bicubic	-12.236	-8.082	-1
481	mobilenetv3_rw	63.230	36.770	84.510	15.490	5.48	224	0.875	bicubic	-12.400	-8.198	-6
482	semnasnet_100	63.160	36.840	84.530	15.470	3.89	224	0.875	bicubic	-12.290	-8.070	-1
483	pit_ti_distilled_224	63.150	36.850	83.980	16.020	5.10	224	0.900	bicubic	-11.382	-8.118	+16
484	regnety_006	63.110	36.890	84.260	15.740	6.06	224	0.875	bicubic	-12.136	-8.274	0
485	vit_tiny_patch16_224	63.110	36.890	84.870	15.130	5.72	224	0.900	bicubic	-12.346	-7.976	-5
486	tv_densenet121	62.950	37.050	84.250	15.750	7.98	224	0.875	bicubic	-11.794	-7.900	+9
487	resnet34	62.870	37.130	84.130	15.870	21.80	224	0.875	bilinear	-12.244	-8.154	+1
488	legacy_seresnet34	62.840	37.160	84.220	15.780	21.96	224	0.875	bilinear	-11.970	-7.906	+6
489	mobilenetv2_110d	62.830	37.170	84.500	15.500	4.52	224	0.875	bicubic	-12.210	-7.684	0
490	deit_tiny_distilled_patch16_224	62.810	37.190	83.920	16.080	5.91	224	0.900	bicubic	-11.702	-7.968	+10
491	hrnet_w18_small_v2	62.790	37.210	83.980	16.020	15.60	224	0.875	bilinear	-12.328	-8.436	-4
492	swsl_resnet18	62.770	37.230	84.290	15.710	11.69	224	0.875	bilinear	-10.504	-7.448	+21
493	repvgg_b0	62.730	37.270	83.870	16.130	15.82	224	0.875	bilinear	-12.426	-8.548	-8
494	tinynet_b	62.730	37.270	84.250	15.750	3.73	188	0.875	bicubic	-12.250	-7.936	-2
495	gluon_resnet34_v1b	62.570	37.430	83.990	16.010	21.80	224	0.875	bicubic	-12.022	-7.998	+3
496	xcit_nano_12_p8_224	62.560	37.440	84.200	15.800	3.05	224	1.000	bicubic	-11.358	-7.970	+10
497	tf_efficientnet_lite0	62.540	37.460	84.220	15.780	4.65	224	0.875	bicubic	-12.292	-7.956	-4
498	regnetx_008	62.490	37.510	84.020	15.980	7.26	224	0.875	bicubic	-12.546	-8.320	-8
499	dla34	62.480	37.520	83.910	16.090	15.74	224	0.875	bilinear	-12.140	-8.162	-2
500	fbnetc_100	62.460	37.540	83.380	16.620	5.57	224	0.875	bilinear	-12.666	-9.002	-14
501	tf_mobilenetv3_large_100	62.460	37.540	83.970	16.030	5.48	224	0.875	bilinear	-13.058	-8.634	-24
502	crossvit_9_240	62.270	37.730	84.280	15.720	8.55	240	0.875	bicubic	-11.700	-7.684	+3
503	crossvit_tiny_240	62.060	37.940	83.610	16.390	7.01	240	0.875	bicubic	-11.276	-8.306	+8
504	mnasnet_100	61.890	38.110	83.710	16.290	4.38	224	0.875	bicubic	-12.764	-8.400	-8
505	regnety_004	61.860	38.140	83.420	16.580	4.34	224	0.875	bicubic	-12.164	-8.334	-2
506	vgg19_bn	61.860	38.140	83.450	16.550	143.68	224	0.875	bilinear	-12.354	-8.398	-5
507	convit_tiny	61.580	38.420	84.120	15.880	5.71	224	0.875	bicubic	-11.540	-7.600	+7
508	ssl_resnet18	61.470	38.530	83.310	16.690	11.69	224	0.875	bilinear	-11.136	-8.114	+11
509	regnetx_006	61.370	38.630	83.450	16.550	6.20	224	0.875	bicubic	-12.482	-8.224	-2
510	spnasnet_100	61.210	38.790	82.790	17.210	4.42	224	0.875	bilinear	-12.876	-9.028	-8
511	tv_resnet34	61.190	38.810	82.720	17.280	21.80	224	0.875	bilinear	-12.118	-8.704	+1
512	pit_ti_224	60.970	39.030	83.860	16.140	4.85	224	0.900	bicubic	-11.940	-7.546	+6
513	skresnet18	60.870	39.130	82.880	17.120	11.96	224	0.875	bicubic	-12.166	-8.288	+2
514	ghostnet_100	60.830	39.170	82.360	17.640	5.18	224	0.875	bilinear	-13.148	-9.098	-10
515	vgg16_bn	60.760	39.240	82.950	17.050	138.37	224	0.875	bilinear	-12.590	-8.554	-5
516	semnasnet_075	60.710	39.290	82.510	17.490	2.91	224	0.875	bicubic	-12.264	-8.626	0
517	tf_mobilenetv3_large_075	60.400	39.600	81.950	18.050	3.99	224	0.875	bilinear	-13.040	-9.398	-8
518	xcit_nano_12_p16_224_dist	60.240	39.760	82.500	17.500	3.05	224	1.000	bicubic	-12.062	-8.362	+5
519	mobilenetv2_100	60.190	39.810	82.240	17.760	3.50	224	0.875	bicubic	-12.776	-8.778	-2
520	resnet18d	60.180	39.820	82.310	17.690	11.71	224	0.875	bicubic	-12.070	-8.378	+4
521	vit_base_patch32_224_sam	60.010	39.990	81.230	18.770	88.22	224	0.900	bicubic	-13.682	-9.782	-13
522	deit_tiny_patch16_224	59.830	40.170	82.660	17.340	5.72	224	0.900	bicubic	-12.336	-8.460	+4
523	legacy_seresnet18	59.810	40.190	81.690	18.310	11.78	224	0.875	bicubic	-11.932	-8.642	+7
524	vgg19	59.710	40.290	81.450	18.550	143.67	224	0.875	bilinear	-12.656	-9.420	-3
525	regnetx_004	59.420	40.580	81.690	18.310	5.16	224	0.875	bicubic	-12.970	-9.140	-5
526	tf_mobilenetv3_large_minimal_100	59.080	40.920	81.150	18.850	3.92	224	0.875	bilinear	-13.170	-9.480	-1
527	vit_tiny_r_s16_p8_224	59.080	40.920	81.750	18.250	6.34	224	0.900	bicubic	-12.708	-9.072	+2
528	vgg13_bn	59.000	41.000	81.080	18.920	133.05	224	0.875	bilinear	-12.594	-9.296	+3
529	hrnet_w18_small	58.960	41.040	81.350	18.650	13.19	224	0.875	bilinear	-13.380	-9.328	-7
530	lcnet_100	58.870	41.130	81.190	18.810	2.95	224	0.875	bicubic	-13.238	-9.188	-3
531	vgg16	58.840	41.160	81.660	18.340	138.36	224	0.875	bilinear	-12.750	-8.722	+1
532	xcit_nano_12_p16_224	58.330	41.670	80.880	19.120	3.05	224	1.000	bicubic	-11.634	-8.880	+5
533	gluon_resnet18_v1b	58.320	41.680	80.970	19.030	11.69	224	0.875	bicubic	-12.518	-8.792	+1
534	tinynet_c	58.170	41.830	80.280	19.720	2.46	184	0.875	bicubic	-13.058	-9.470	-1
535	vgg11_bn	57.410	42.590	80.020	19.980	132.87	224	0.875	bilinear	-12.950	-9.782	0
536	resnet18	57.180	42.820	80.200	19.800	11.69	224	0.875	bilinear	-12.564	-8.882	+3
537	vgg13	57.140	42.860	79.550	20.450	133.05	224	0.875	bilinear	-12.786	-9.696	+1
538	regnety_002	56.990	43.010	79.860	20.140	3.16	224	0.875	bicubic	-13.264	-9.680	-2
539	mixer_l16_224	56.680	43.320	76.000	24.000	208.20	224	0.875	bicubic	-15.368	-11.664	-11
540	regnetx_002	56.060	43.940	79.220	20.780	2.68	224	0.875	bicubic	-12.690	-9.336	+2
541	dla60x_c	56.000	44.000	78.930	21.070	1.32	224	0.875	bilinear	-11.892	-9.496	+3
542	vgg11	55.800	44.200	78.840	21.160	132.86	224	0.875	bilinear	-13.228	-9.786	-2
543	lcnet_075	55.420	44.580	78.300	21.700	2.36	224	0.875	bicubic	-13.398	-10.074	-2
544	tf_mobilenetv3_small_100	54.530	45.470	77.060	22.940	2.54	224	0.875	bilinear	-13.394	-10.604	-1
545	tinynet_d	53.420	46.580	76.350	23.650	2.34	152	0.875	bicubic	-13.538	-10.714	0
546	dla46x_c	53.050	46.950	76.870	23.130	1.07	224	0.875	bilinear	-12.920	-10.110	0
547	mobilenetv2_050	52.850	47.150	75.430	24.570	1.97	224	0.875	bicubic	-13.092	-10.652	0
548	mnasnet_small	52.790	47.210	75.530	24.470	2.03	224	0.875	bicubic	-12.806	-10.658	+1
549	tf_mobilenetv3_small_075	52.160	47.840	75.480	24.520	2.04	224	0.875	bilinear	-13.554	-10.654	-1
550	dla46_c	52.130	47.870	75.690	24.310	1.30	224	0.875	bilinear	-12.736	-10.604	0
551	lcnet_050	49.990	50.010	73.460	26.540	1.88	224	0.875	bicubic	-13.110	-10.922	0
552	tf_mobilenetv3_small_minimal_100	49.500	50.500	73.050	26.950	2.04	224	0.875	bilinear	-13.408	-11.184	0
553	tinynet_e	46.690	53.310	70.360	29.640	2.04	106	0.875	bicubic	-13.166	-11.406	0