pytorch-image-models/results/benchmark-infer-fp32-nchw-pt240-cpu-i9_10940x-dynamo.csv

1	model	infer_img_size	infer_samples_per_sec	infer_step_time	infer_batch_size	param_count	infer_gmacs	infer_macts
2	test_vit	160	707.29	1.405	1	0.37	0.04	0.48
3	test_byobnet	160	682.63	1.456	1	0.46	0.03	0.43
4	test_efficientnet	160	642.73	1.547	1	0.36	0.06	0.55
5	lcnet_035	224	382.51	2.604	1	1.64	0.03	1.04
6	resnet10t	176	353.93	2.811	1	5.44	0.7	1.51
7	tf_mobilenetv3_small_minimal_100	224	353.74	2.817	1	2.04	0.06	1.41
8	lcnet_050	224	342.17	2.912	1	1.88	0.05	1.26
9	mobilenetv3_small_050	224	310.68	3.207	1	1.59	0.03	0.92
10	tinynet_e	106	298.2	3.341	1	2.04	0.03	0.69
11	lcnet_075	224	288.24	3.457	1	2.36	0.1	1.99
12	lcnet_150	224	281.14	3.544	1	4.5	0.34	3.79
13	lcnet_100	224	263.86	3.777	1	2.95	0.16	2.52
14	mobilenetv2_035	224	263.63	3.783	1	1.68	0.07	2.86
15	mobilenetv3_small_075	224	253.25	3.937	1	2.04	0.05	1.3
16	levit_128s	224	252.75	3.943	1	7.78	0.31	1.88
17	mobilenetv3_small_100	224	249.8	3.991	1	2.54	0.06	1.42
18	mobilenetv1_100	224	248.33	4.013	1	4.23	0.58	5.04
19	mobilenetv4_conv_small	224	246.85	4.038	1	3.77	0.19	1.97
20	regnetx_002	224	246.41	4.047	1	2.68	0.2	2.16
21	tf_mobilenetv3_small_100	224	242.79	4.106	1	2.54	0.06	1.42
22	tf_mobilenetv3_small_075	224	239.83	4.157	1	2.04	0.05	1.3
23	mobilenetv2_050	224	237.22	4.205	1	1.97	0.1	3.64
24	mobilenetv1_125	224	236.41	4.215	1	6.27	0.89	6.3
25	mobilenetv1_100h	224	232.23	4.292	1	5.28	0.63	5.09
26	mnasnet_050	224	220.94	4.515	1	2.22	0.11	3.07
27	resnet18	160	218.15	4.568	1	11.69	0.93	1.27
28	ese_vovnet19b_slim	224	217.47	4.584	1	3.17	1.69	3.52
29	mobilenetv4_conv_small	256	215.85	4.62	1	3.77	0.25	2.57
30	efficientvit_b0	224	210.08	4.748	1	3.41	0.1	2.87
31	mobilenetv1_125	256	206.54	4.827	1	6.27	1.16	8.23
32	mnasnet_small	224	204.46	4.879	1	2.03	0.07	2.16
33	tinynet_d	152	200.46	4.976	1	2.34	0.05	1.42
34	mobilenetv2_075	224	198.9	5.015	1	2.64	0.22	5.86
35	mobilenetv1_100h	256	196.41	5.077	1	5.28	0.82	6.65
36	mnasnet_075	224	196.4	5.078	1	3.17	0.23	4.77
37	levit_conv_128s	224	195.14	5.111	1	7.78	0.31	1.88
38	mobilenetv1_100	256	193.77	5.146	1	4.23	0.76	6.59
39	hardcorenas_a	224	192.83	5.172	1	5.26	0.23	4.38
40	mobilenetv3_large_075	224	190.56	5.234	1	3.99	0.16	4.0
41	levit_192	224	190.44	5.237	1	10.95	0.66	3.2
42	ese_vovnet19b_slim_dw	224	190.32	5.24	1	1.9	0.4	5.28
43	levit_128	224	188.71	5.285	1	9.21	0.41	2.71
44	mobilenetv2_100	224	188.22	5.299	1	3.5	0.31	6.68
45	mnasnet_100	224	184.21	5.415	1	4.38	0.33	5.46
46	pit_ti_distilled_224	224	182.36	5.47	1	5.1	0.71	6.23
47	deit_tiny_patch16_224	224	181.9	5.484	1	5.72	1.26	5.97
48	vit_tiny_patch16_224	224	181.68	5.49	1	5.72	1.26	5.97
49	semnasnet_050	224	181.4	5.5	1	2.08	0.11	3.44
50	efficientnet_lite0	224	181.39	5.499	1	4.65	0.4	6.74
51	gernet_s	224	180.68	5.52	1	8.17	0.75	2.65
52	vit_tiny_r_s16_p8_224	224	180.34	5.53	1	6.34	0.44	2.06
53	resnet10t	224	179.52	5.555	1	5.44	1.1	2.43
54	deit_tiny_distilled_patch16_224	224	178.78	5.579	1	5.91	1.27	6.01
55	hgnetv2_b0	224	178.19	5.598	1	6.0	0.33	2.12
56	mobilenet_edgetpu_v2_xs	224	176.26	5.66	1	4.46	0.7	4.8
57	mobilenetv3_large_100	224	176.25	5.659	1	5.48	0.23	4.41
58	mobilenetv3_rw	224	175.76	5.676	1	5.48	0.23	4.41
59	tf_mobilenetv3_large_minimal_100	224	174.07	5.73	1	3.92	0.22	4.4
60	mixer_s32_224	224	170.9	5.836	1	19.1	1.0	2.28
61	cs3darknet_focus_s	256	167.84	5.944	1	3.27	0.69	2.7
62	pit_ti_224	224	167.47	5.957	1	4.85	0.7	6.19
63	mobilenetv2_140	224	163.23	6.112	1	6.11	0.6	9.57
64	mobilenet_edgetpu_100	224	160.55	6.215	1	4.09	1.0	5.75
65	tf_mobilenetv3_large_075	224	159.49	6.256	1	3.99	0.16	4.0
66	cs3darknet_s	256	158.87	6.28	1	3.28	0.72	2.97
67	hardcorenas_b	224	158.23	6.306	1	5.18	0.26	5.09
68	vit_small_patch32_224	224	158.12	6.31	1	22.88	1.15	2.5
69	ese_vovnet19b_dw	224	157.95	6.316	1	6.54	1.34	8.25
70	regnety_002	224	157.24	6.345	1	3.16	0.2	2.17
71	edgenext_xx_small	256	156.86	6.364	1	1.33	0.26	3.33
72	dla46_c	224	155.31	6.425	1	1.3	0.58	4.5
73	resnet14t	176	155.29	6.425	1	10.08	1.07	3.61
74	hardcorenas_c	224	153.28	6.51	1	5.52	0.28	5.01
75	regnetx_004_tv	224	150.43	6.634	1	5.5	0.42	3.17
76	dla46x_c	224	150.23	6.643	1	1.07	0.54	5.66
77	spnasnet_100	224	150.13	6.647	1	4.42	0.35	6.03
78	tf_mobilenetv3_large_100	224	149.59	6.67	1	5.48	0.23	4.41
79	mobilenet_edgetpu_v2_s	224	147.34	6.773	1	5.99	1.21	6.6
80	fbnetc_100	224	147.19	6.78	1	5.57	0.4	6.51
81	semnasnet_075	224	147.11	6.784	1	2.91	0.23	5.54
82	mnasnet_140	224	146.87	6.794	1	7.12	0.6	7.71
83	semnasnet_100	224	146.31	6.821	1	3.89	0.32	6.23
84	gmixer_12_224	224	146.18	6.826	1	12.7	2.67	7.26
85	gmlp_ti16_224	224	146.06	6.832	1	5.87	1.34	7.55
86	efficientvit_m1	224	144.48	6.91	1	2.98	0.17	1.33
87	tf_efficientnet_lite0	224	143.01	6.978	1	4.65	0.4	6.74
88	efficientnet_es	224	143.0	6.979	1	5.44	1.81	8.73
89	pit_xs_224	224	141.88	7.033	1	10.62	1.4	7.71
90	tf_efficientnet_es	224	141.88	7.034	1	5.44	1.81	8.73
91	efficientnet_es_pruned	224	141.73	7.041	1	5.44	1.81	8.73
92	resnet14t	224	141.53	7.051	1	10.08	1.69	5.8
93	mobilenetv2_110d	224	141.41	7.057	1	4.52	0.45	8.71
94	levit_conv_128	224	141.12	7.072	1	9.21	0.41	2.71
95	pit_xs_distilled_224	224	141.01	7.077	1	11.0	1.41	7.76
96	mobilevitv2_050	256	140.89	7.084	1	1.37	0.48	8.04
97	efficientnet_lite1	240	140.13	7.122	1	5.42	0.62	10.14
98	regnetx_004	224	139.23	7.169	1	5.16	0.4	3.14
99	levit_conv_192	224	138.83	7.189	1	10.95	0.66	3.2
100	levit_256	224	137.56	7.255	1	18.89	1.13	4.23
101	efficientvit_m2	224	137.23	7.274	1	4.19	0.2	1.47
102	regnetx_006	224	135.97	7.341	1	6.2	0.61	3.98
103	repghostnet_058	224	135.13	7.387	1	2.55	0.07	2.59
104	efficientvit_m0	224	135.04	7.393	1	2.35	0.08	0.91
105	semnasnet_140	224	134.8	7.404	1	6.11	0.6	8.87
106	ghostnet_050	224	134.36	7.43	1	2.59	0.05	1.77
107	regnetx_008	224	133.61	7.47	1	7.26	0.81	5.15
108	tinynet_c	184	131.97	7.564	1	2.46	0.11	2.87
109	ese_vovnet19b_dw	288	131.11	7.612	1	6.54	2.22	13.63
110	hgnetv2_b1	224	130.75	7.633	1	6.34	0.49	2.73
111	edgenext_xx_small	288	130.47	7.652	1	1.33	0.33	4.21
112	repghostnet_050	224	130.45	7.653	1	2.31	0.05	2.02
113	mobilenet_edgetpu_v2_m	224	129.27	7.721	1	8.46	1.85	8.15
114	convnext_atto	224	129.03	7.736	1	3.7	0.55	3.81
115	repghostnet_080	224	128.98	7.74	1	3.28	0.1	3.22
116	mobileone_s1	224	128.61	7.761	1	4.83	0.86	9.67
117	edgenext_x_small	256	126.77	7.875	1	2.34	0.54	5.93
118	resnet18	224	126.23	7.907	1	11.69	1.82	2.48
119	resnext26ts	256	126.06	7.918	1	10.3	2.43	10.52
120	dla60x_c	224	123.16	8.107	1	1.32	0.59	6.01
121	ghostnet_100	224	122.98	8.117	1	5.18	0.15	3.55
122	convnextv2_atto	224	122.08	8.178	1	3.71	0.55	3.81
123	repghostnet_100	224	122.06	8.18	1	4.07	0.15	3.98
124	hgnetv2_b0	288	121.94	8.186	1	6.0	0.54	3.51
125	efficientnet_lite2	260	120.94	8.254	1	6.09	0.89	12.9
126	resnet34	160	120.62	8.275	1	21.8	1.87	1.91
127	hardcorenas_f	224	120.04	8.317	1	8.2	0.35	5.57
128	convnext_atto_ols	224	119.07	8.384	1	3.7	0.58	4.11
129	convnext_femto_ols	224	118.75	8.407	1	5.23	0.82	4.87
130	resnet18d	224	118.43	8.429	1	11.71	2.06	3.29
131	edgenext_x_small	288	118.24	8.444	1	2.34	0.68	7.5
132	repghostnet_111	224	118.2	8.447	1	4.54	0.18	4.38
133	resnetblur18	224	117.55	8.492	1	11.69	2.34	3.39
134	mobilenet_edgetpu_v2_m	256	117.43	8.501	1	8.46	2.42	10.65
135	hardcorenas_e	224	117.2	8.518	1	8.07	0.35	5.65
136	vit_xsmall_patch16_clip_224	224	116.75	8.551	1	8.28	1.79	6.65
137	eca_resnext26ts	256	115.44	8.647	1	10.3	2.43	10.52
138	mobilenet_edgetpu_v2_l	224	115.23	8.663	1	10.92	2.55	9.05
139	regnety_008	224	115.15	8.67	1	6.26	0.81	5.25
140	mobilenetv2_120d	224	115.14	8.67	1	5.83	0.69	11.97
141	mobilenetv4_conv_medium	224	115.13	8.671	1	9.72	0.84	5.8
142	visformer_tiny	224	115.0	8.681	1	10.32	1.27	5.72
143	efficientvit_m3	224	114.86	8.693	1	6.9	0.27	1.62
144	mobileone_s2	224	113.76	8.776	1	7.88	1.34	11.55
145	tf_efficientnet_lite1	240	112.67	8.86	1	5.42	0.62	10.14
146	convnext_femto	224	112.57	8.869	1	5.22	0.79	4.57
147	mobilevitv2_075	256	112.53	8.872	1	2.87	1.05	12.06
148	ecaresnext50t_32x4d	224	112.38	8.883	1	15.41	2.7	10.09
149	resmlp_12_224	224	112.17	8.9	1	15.35	3.01	5.5
150	repghostnet_130	224	111.65	8.942	1	5.48	0.25	5.24
151	lambda_resnet26t	256	111.48	8.955	1	10.96	3.02	11.87
152	ecaresnext26t_32x4d	224	111.45	8.957	1	15.41	2.7	10.09
153	regnety_008_tv	224	111.42	8.961	1	6.43	0.84	5.42
154	resnext26ts	288	111.36	8.965	1	10.3	3.07	13.31
155	resnet18	288	111.26	8.973	1	11.69	3.01	4.11
156	rexnetr_100	224	110.23	9.058	1	4.88	0.43	7.72
157	poolformerv2_s12	224	110.08	9.069	1	11.89	1.83	5.53
158	hardcorenas_d	224	109.61	9.11	1	7.5	0.3	4.93
159	mobilenetv4_conv_medium	256	109.52	9.116	1	9.72	1.1	7.58
160	edgenext_small	256	109.41	9.125	1	5.59	1.26	9.07
161	levit_conv_256	224	109.21	9.143	1	18.89	1.13	4.23
162	seresnet18	224	109.21	9.142	1	11.78	1.82	2.49
163	tinynet_b	188	108.98	9.162	1	3.73	0.21	4.44
164	regnety_004	224	108.81	9.177	1	4.34	0.41	3.89
165	seresnext26ts	256	108.64	9.19	1	10.39	2.43	10.52
166	poolformer_s12	224	108.39	9.211	1	11.92	1.82	5.53
167	rexnet_100	224	108.28	9.221	1	4.8	0.41	7.44
168	resnest14d	224	107.97	9.247	1	10.61	2.76	7.33
169	botnet26t_256	256	107.88	9.254	1	12.49	3.32	11.98
170	legacy_seresnet18	224	107.78	9.264	1	11.78	1.82	2.49
171	ghostnet_130	224	107.61	9.278	1	7.36	0.24	4.6
172	eva02_tiny_patch14_224	224	107.45	9.293	1	5.5	1.7	9.14
173	legacy_seresnext26_32x4d	224	107.29	9.305	1	16.79	2.49	9.39
174	gernet_m	224	106.38	9.385	1	21.14	3.02	5.24
175	efficientvit_b1	256	106.12	9.409	1	9.1	0.69	9.46
176	convnext_atto	288	106.05	9.416	1	3.7	0.91	6.3
177	eca_botnext26ts_256	256	105.99	9.42	1	10.59	2.46	11.6
178	efficientvit_m4	224	105.66	9.45	1	8.8	0.3	1.7
179	rexnetr_130	224	105.52	9.462	1	7.61	0.68	9.81
180	hgnetv2_b2	224	105.37	9.475	1	11.22	1.15	4.12
181	efficientvit_b1	224	104.82	9.526	1	9.1	0.53	7.25
182	repghostnet_150	224	104.8	9.528	1	6.58	0.32	6.0
183	mixer_s16_224	224	104.38	9.565	1	18.53	3.79	5.97
184	fastvit_t8	256	104.04	9.598	1	4.03	0.7	8.63
185	resnet18d	288	104.01	9.6	1	11.71	3.41	5.43
186	efficientformer_l1	224	103.55	9.642	1	12.29	1.3	5.53
187	mobileone_s3	224	103.38	9.659	1	10.17	1.94	13.85
188	regnetx_016	224	103.31	9.664	1	9.19	1.62	7.93
189	mobilenetv4_conv_aa_medium	256	102.95	9.698	1	9.72	1.58	10.3
190	regnety_006	224	102.78	9.716	1	6.06	0.61	4.33
191	seresnext26d_32x4d	224	102.22	9.767	1	16.81	2.73	10.19
192	mobilenetv4_conv_blur_medium	224	101.88	9.801	1	9.72	1.22	8.58
193	eca_resnext26ts	288	101.54	9.834	1	10.3	3.07	13.32
194	efficientnet_b0	256	101.51	9.837	1	5.29	0.52	8.81
195	hgnet_tiny	224	101.32	9.854	1	14.74	4.54	6.36
196	seresnext26t_32x4d	224	100.84	9.901	1	16.81	2.7	10.09
197	pit_s_224	224	100.54	9.931	1	23.46	2.88	11.56
198	resnet26	224	100.47	9.938	1	16.0	2.36	7.35
199	tf_efficientnet_lite2	260	100.42	9.943	1	6.09	0.89	12.9
200	efficientnet_b0	224	100.41	9.945	1	5.29	0.4	6.75
201	halonet26t	256	100.03	9.982	1	12.48	3.19	11.69
202	resnetblur18	288	99.96	9.989	1	11.69	3.87	5.6
203	repvgg_a0	224	99.9	9.995	1	9.11	1.52	3.59
204	vit_medium_patch32_clip_224	224	99.8	10.005	1	39.69	2.0	3.34
205	mobilevit_xxs	256	99.69	10.017	1	1.27	0.42	8.34
206	convnext_femto	288	99.64	10.021	1	5.22	1.3	7.56
207	convnext_femto_ols	288	99.29	10.057	1	5.23	1.35	8.06
208	efficientnet_em	240	99.13	10.073	1	6.9	3.04	14.34
209	rexnetr_150	224	98.92	10.095	1	9.78	0.89	11.13
210	mobilenetv4_conv_medium	320	98.53	10.135	1	9.72	1.71	11.84
211	seresnet18	288	98.53	10.135	1	11.78	3.01	4.11
212	hgnetv2_b1	288	98.34	10.154	1	6.34	0.82	4.51
213	edgenext_small_rw	256	98.33	10.155	1	7.83	1.58	9.51
214	eca_halonext26ts	256	98.17	10.172	1	10.76	2.44	11.46
215	tf_efficientnetv2_b0	192	97.93	10.197	1	7.14	0.54	3.51
216	rexnet_130	224	97.92	10.198	1	7.56	0.68	9.71
217	lambda_resnet26rpt_256	256	97.62	10.229	1	10.99	3.16	11.87
218	levit_256d	224	97.59	10.232	1	26.21	1.4	4.93
219	tf_efficientnet_em	240	97.41	10.252	1	6.9	3.04	14.34
220	vit_tiny_r_s16_p8_384	384	96.81	10.314	1	6.36	1.34	6.49
221	efficientvit_b1	288	96.74	10.323	1	9.1	0.87	11.96
222	rexnet_150	224	96.5	10.348	1	9.73	0.9	11.21
223	gcresnext26ts	256	96.09	10.392	1	10.48	2.43	10.53
224	resnet26d	224	96.02	10.399	1	16.01	2.6	8.15
225	convnext_pico	224	95.9	10.413	1	9.05	1.37	6.1
226	mobilenetv4_conv_blur_medium	256	95.82	10.421	1	9.72	1.59	11.2
227	repghostnet_200	224	95.57	10.449	1	9.8	0.54	7.96
228	vit_wee_patch16_reg1_gap_256	256	95.45	10.462	1	13.42	3.83	13.9
229	convit_tiny	224	95.05	10.506	1	5.71	1.26	7.94
230	xcit_nano_12_p16_224	224	94.66	10.551	1	3.05	0.56	4.17
231	seresnext26ts	288	94.65	10.55	1	10.39	3.07	13.32
232	tinynet_a	192	94.03	10.62	1	6.19	0.35	5.41
233	mobilevitv2_100	256	93.64	10.665	1	4.9	1.84	16.08
234	pit_s_distilled_224	224	93.54	10.676	1	24.04	2.9	11.64
235	pvt_v2_b0	224	93.24	10.71	1	3.67	0.57	7.99
236	mobilenetv3_large_150d	224	92.84	10.756	1	14.62
237	convnextv2_atto	288	92.51	10.795	1	3.71	0.91	6.3
238	efficientnet_lite3	300	92.29	10.82	1	8.2	1.65	21.85
239	convnext_pico_ols	224	91.85	10.873	1	9.06	1.43	6.5
240	efficientnet_b0_g16_evos	224	91.32	10.937	1	8.11	1.01	7.42
241	cs3darknet_focus_m	288	90.7	11.01	1	9.3	2.51	6.19
242	resnext50_32x4d	160	90.34	11.055	1	25.03	2.17	7.35
243	convnext_atto_ols	288	89.86	11.114	1	3.7	0.96	6.8
244	cs3darknet_m	256	89.72	11.13	1	9.31	2.08	5.28
245	levit_384	224	89.69	11.134	1	39.13	2.36	6.26
246	mobilenetv4_hybrid_medium_075	224	89.67	11.138	1	7.31	0.66	5.65
247	cs3darknet_focus_m	256	89.19	11.197	1	9.3	1.98	4.89
248	efficientformerv2_s0	224	89.05	11.216	1	3.6	0.41	5.3
249	convnextv2_femto	224	88.91	11.232	1	5.23	0.79	4.57
250	resnext50_32x4d	176	88.9	11.233	1	25.03	2.71	8.97
251	tf_efficientnetv2_b0	224	88.9	11.234	1	7.14	0.73	4.77
252	efficientnet_cc_b0_4e	224	88.85	11.24	1	13.31	0.41	9.42
253	resnet26t	256	88.38	11.3	1	16.01	3.35	10.52
254	tf_efficientnet_b0	224	88.14	11.33	1	5.29	0.4	6.75
255	fastvit_t12	256	88.12	11.333	1	7.55	1.42	12.42
256	edgenext_small	320	88.04	11.343	1	5.59	1.97	14.16
257	dla34	224	87.87	11.366	1	15.74	3.07	5.02
258	cs3darknet_m	288	87.77	11.378	1	9.31	2.63	6.69
259	resnet26	288	87.72	11.384	1	16.0	3.9	12.15
260	efficientvit_m5	224	87.3	11.441	1	12.47	0.53	2.41
261	vit_tiny_patch16_384	384	87.07	11.47	1	5.79	4.7	25.39
262	skresnet18	224	87.06	11.471	1	11.96	1.82	3.24
263	gcresnext26ts	288	86.9	11.493	1	10.48	3.07	13.33
264	hgnetv2_b2	288	86.5	11.546	1	11.22	1.89	6.8
265	mobilevitv2_125	256	85.3	11.709	1	7.48	2.86	20.1
266	repvgg_a1	224	85.15	11.728	1	14.09	2.64	4.74
267	rexnetr_200	224	84.71	11.79	1	16.52	1.59	15.11
268	hgnetv2_b3	224	84.48	11.822	1	16.29	1.78	5.07
269	darknet17	256	84.06	11.881	1	14.3	3.26	7.18
270	vit_betwixt_patch32_clip_224	224	83.79	11.919	1	61.41	3.09	4.17
271	efficientnet_blur_b0	224	83.71	11.932	1	5.29	0.43	8.72
272	resnet33ts	256	83.15	12.01	1	19.68	4.76	11.66
273	resnet26d	288	82.94	12.042	1	16.01	4.29	13.48
274	efficientnet_cc_b0_8e	224	82.88	12.051	1	24.01	0.42	9.42
275	rexnet_200	224	82.7	12.077	1	16.37	1.56	14.91
276	crossvit_tiny_240	240	82.5	12.107	1	7.01	1.57	9.08
277	seresnext26t_32x4d	288	82.5	12.105	1	16.81	4.46	16.68
278	vit_pwee_patch16_reg1_gap_256	256	82.09	12.167	1	15.25	4.37	15.87
279	fastvit_s12	256	81.63	12.236	1	9.47	1.82	13.67
280	vit_small_patch32_384	384	81.63	12.236	1	22.92	3.45	8.25
281	edgenext_small_rw	320	81.46	12.261	1	7.83	2.46	14.85
282	ecaresnet26t	256	81.44	12.263	1	16.01	3.35	10.53
283	crossvit_9_240	240	81.43	12.267	1	8.55	1.85	9.52
284	mobilevit_xs	256	80.96	12.337	1	2.32	1.05	16.33
285	mobilenetv4_hybrid_medium	224	80.75	12.369	1	11.07	0.98	6.84
286	resnet34	224	80.61	12.391	1	21.8	3.67	3.74
287	regnetx_032	224	80.6	12.392	1	15.3	3.2	11.37
288	xcit_tiny_12_p16_224	224	80.35	12.432	1	6.72	1.24	6.29
289	mobilenetv4_hybrid_medium	256	79.87	12.506	1	11.07	1.29	9.01
290	tf_efficientnetv2_b2	208	79.66	12.539	1	10.1	1.06	6.0
291	tf_efficientnet_cc_b0_4e	224	79.65	12.541	1	13.31	0.41	9.42
292	gmixer_24_224	224	79.39	12.581	1	24.72	5.28	14.45
293	eca_resnet33ts	256	79.24	12.604	1	19.68	4.76	11.66
294	xcit_nano_12_p16_384	384	79.2	12.612	1	3.05	1.64	12.15
295	mobileone_s4	224	79.16	12.618	1	14.95	3.04	17.74
296	levit_conv_256d	224	79.12	12.625	1	26.21	1.4	4.93
297	dla60x	224	78.71	12.691	1	17.35	3.54	13.8
298	resnet32ts	288	78.66	12.697	1	17.96	5.86	14.65
299	fastvit_sa12	256	78.18	12.776	1	11.58	1.96	14.03
300	resnet34d	224	78.17	12.777	1	21.82	3.91	4.54
301	regnetz_005	224	78.07	12.795	1	7.12	0.52	5.86
302	tf_efficientnetv2_b1	192	77.79	12.842	1	8.14	0.76	4.59
303	crossvit_9_dagger_240	240	77.65	12.864	1	8.78	1.99	9.97
304	resnest26d	224	77.61	12.869	1	17.07	3.64	9.97
305	vit_srelpos_small_patch16_224	224	77.26	12.928	1	21.97	4.59	12.16
306	resnet50	160	77.2	12.938	1	25.56	2.1	5.67
307	seresnext26d_32x4d	288	77.0	12.973	1	16.81	4.51	16.85
308	resnext50_32x4d	224	76.91	12.987	1	25.03	4.26	14.4
309	ecaresnet50d_pruned	224	76.62	13.036	1	19.94	2.53	6.43
310	vit_small_patch16_224	224	76.49	13.058	1	22.05	4.61	11.95
311	deit3_small_patch16_224	224	76.48	13.06	1	22.06	4.61	11.95
312	deit_small_patch16_224	224	76.41	13.072	1	22.05	4.61	11.95
313	tf_efficientnetv2_b1	240	76.41	13.073	1	8.14	1.21	7.34
314	deit_small_distilled_patch16_224	224	76.14	13.119	1	22.44	4.63	12.02
315	convnextv2_pico	224	76.02	13.14	1	9.07	1.37	6.1
316	resnet26t	320	75.79	13.179	1	16.01	5.24	16.44
317	coat_lite_mini	224	75.62	13.208	1	11.01	2.0	12.25
318	nf_regnet_b0	192	75.34	13.258	1	8.76	0.37	3.15
319	resnetaa34d	224	75.18	13.287	1	21.82	4.43	5.07
320	xcit_nano_12_p8_224	224	75.15	13.293	1	3.05	2.16	15.71
321	resnet50d	160	75.14	13.293	1	25.58	2.22	6.08
322	tf_efficientnet_cc_b0_8e	224	74.92	13.333	1	24.01	0.42	9.42
323	resnext50d_32x4d	224	74.78	13.358	1	25.05	4.5	15.2
324	resnet50	176	74.75	13.362	1	25.56	2.62	6.92
325	fbnetv3_b	224	74.72	13.368	1	8.6	0.42	6.97
326	resnet33ts	288	74.42	13.421	1	19.68	6.02	14.75
327	tiny_vit_5m_224	224	74.28	13.448	1	12.08	1.28	11.25
328	mixer_b32_224	224	74.14	13.472	1	60.29	3.24	6.29
329	vit_little_patch16_reg1_gap_256	256	74.1	13.481	1	22.52	6.27	18.06
330	gernet_l	256	74.0	13.498	1	31.08	4.57	8.0
331	dpn48b	224	73.68	13.557	1	9.13	1.69	8.92
332	hgnet_tiny	288	73.65	13.563	1	14.74	7.51	10.51
333	efficientnet_b1_pruned	240	73.55	13.583	1	6.33	0.4	6.21
334	vit_little_patch16_reg4_gap_256	256	73.51	13.589	1	22.52	6.35	18.33
335	efficientnet_b1	240	73.32	13.625	1	7.79	0.71	10.88
336	cspresnext50	256	73.13	13.66	1	20.57	4.05	15.86
337	vovnet39a	224	73.1	13.665	1	22.6	7.09	6.73
338	gmlp_s16_224	224	73.08	13.668	1	19.42	4.42	15.1
339	mobilevitv2_150	256	72.89	13.705	1	10.59	4.09	24.11
340	regnetz_b16	224	72.69	13.743	1	9.72	1.45	9.95
341	edgenext_base	256	72.61	13.756	1	18.51	3.85	15.58
342	resnet32ts	256	72.54	13.77	1	17.96	4.63	11.58
343	coat_lite_tiny	224	72.5	13.777	1	5.72	1.6	11.65
344	regnetz_005	288	72.4	13.799	1	7.12	0.86	9.68
345	repvgg_b0	224	72.16	13.843	1	15.82	3.41	6.15
346	hgnetv2_b4	224	71.76	13.92	1	19.8	2.75	6.7
347	dla60	224	71.69	13.933	1	22.04	4.26	10.16
348	efficientnet_b1	224	71.49	13.974	1	7.79	0.59	9.36
349	levit_conv_384	224	70.82	14.105	1	39.13	2.36	6.26
350	efficientnet_b1	256	70.76	14.119	1	7.79	0.77	12.22
351	regnetx_040	224	70.59	14.151	1	22.12	3.99	12.2
352	tf_efficientnet_lite3	300	70.56	14.156	1	8.2	1.65	21.85
353	eca_vovnet39b	224	70.47	14.174	1	22.6	7.09	6.74
354	efficientnet_b2_pruned	260	70.35	14.199	1	8.31	0.73	9.13
355	tf_efficientnetv2_b2	260	70.25	14.221	1	10.1	1.72	9.84
356	hgnetv2_b3	288	70.06	14.259	1	16.29	2.94	8.38
357	fbnetv3_d	224	70.0	14.271	1	10.31	0.52	8.5
358	convnext_nano_ols	224	69.98	14.274	1	15.65	2.65	9.38
359	fbnetv3_b	256	69.83	14.307	1	8.6	0.55	9.1
360	repvit_m0_9	224	69.8	14.313	1	5.49	0.83	7.45
361	efficientformerv2_s1	224	69.57	14.36	1	6.19	0.67	7.66
362	darknet21	256	69.5	14.374	1	20.86	3.93	7.47
363	ese_vovnet39b	224	69.4	14.394	1	24.57	7.09	6.74
364	eca_resnet33ts	288	69.39	14.395	1	19.68	6.02	14.76
365	nf_regnet_b0	256	69.34	14.407	1	8.76	0.64	5.58
366	ecaresnet50t	160	69.28	14.419	1	25.57	2.21	6.04
367	repvit_m1	224	69.18	14.442	1	5.49	0.83	7.45
368	rexnetr_200	288	69.08	14.46	1	16.52	2.62	24.96
369	res2net50_48w_2s	224	69.0	14.478	1	25.29	4.18	11.72
370	resnet34	288	68.86	14.507	1	21.8	6.07	6.18
371	flexivit_small	240	68.81	14.517	1	22.06	5.35	14.18
372	legacy_seresnet34	224	68.78	14.524	1	21.96	3.67	3.74
373	convnext_tiny	224	68.68	14.544	1	28.59	4.47	13.44
374	ecaresnet26t	320	68.52	14.579	1	16.01	5.24	16.44
375	regnetz_b16_evos	224	68.42	14.6	1	9.74	1.43	9.95
376	repvit_m1_1	224	68.38	14.61	1	8.8	1.36	9.43
377	efficientnet_b2	256	68.17	14.655	1	9.11	0.89	12.81
378	efficientvit_b2	224	68.17	14.655	1	24.33	1.6	14.62
379	repvit_m2	224	67.69	14.76	1	8.8	1.36	9.43
380	seresnet34	224	67.32	14.839	1	21.96	3.67	3.74
381	resnet50	224	67.2	14.865	1	25.56	4.11	11.11
382	vit_relpos_small_patch16_rpn_224	224	67.18	14.869	1	21.97	4.59	13.05
383	convnextv2_femto	288	66.86	14.941	1	5.23	1.3	7.56
384	resnet34d	288	66.79	14.958	1	21.82	6.47	7.51
385	gcresnet33ts	256	66.39	15.047	1	19.88	4.76	11.68
386	tf_efficientnet_b1	240	66.1	15.114	1	7.79	0.71	10.88
387	fbnetv3_d	256	66.05	15.125	1	10.31	0.68	11.1
388	xcit_tiny_12_p16_384	384	65.58	15.233	1	6.72	3.64	18.26
389	vit_relpos_small_patch16_224	224	65.51	15.25	1	21.98	4.59	13.05
390	resnet50c	224	65.48	15.257	1	25.58	4.35	11.92
391	dpn68	224	65.46	15.261	1	12.61	2.35	10.47
392	ecaresnet50d_pruned	288	65.44	15.265	1	19.94	4.19	10.61
393	efficientnet_b1	288	65.21	15.322	1	7.79	0.97	15.46
394	repvit_m1_0	224	65.07	15.356	1	7.3	1.13	8.69
395	twins_pcpvt_small	224	65.06	15.355	1	24.11	3.83	18.08
396	mobilenetv4_hybrid_medium	320	65.04	15.36	1	11.07	2.05	14.36
397	sedarknet21	256	64.98	15.373	1	20.95	3.93	7.47
398	resnet50d	224	64.83	15.41	1	25.58	4.35	11.92
399	resnetaa34d	288	64.72	15.435	1	21.82	7.33	8.38
400	hiera_tiny_224	224	64.52	15.483	1	27.91	4.91	17.13
401	poolformerv2_s24	224	64.33	15.529	1	21.34	3.42	10.68
402	dpn68b	224	64.26	15.545	1	12.61	2.35	10.47
403	ghostnetv2_100	224	64.11	15.585	1	6.16	0.18	4.55
404	resnet50t	224	63.72	15.678	1	25.57	4.32	11.82
405	resnetv2_50	224	63.72	15.68	1	25.55	4.11	11.11
406	ghostnetv2_130	224	63.65	15.697	1	8.96	0.28	5.9
407	resnetaa50	224	63.65	15.694	1	25.56	5.15	11.64
408	seresnet50	160	63.58	15.713	1	28.09	2.1	5.69
409	regnetz_b16	288	63.55	15.72	1	9.72	2.39	16.43
410	convmixer_1024_20_ks9_p14	224	63.5	15.734	1	24.38	5.55	5.51
411	efficientnet_b2	288	63.48	15.739	1	9.11	1.12	16.2
412	resnext50_32x4d	288	63.36	15.767	1	25.03	7.04	23.81
413	coatnet_pico_rw_224	224	63.31	15.781	1	10.85	2.05	14.62
414	regnetx_064	224	63.21	15.805	1	26.21	6.49	16.37
415	regnety_016	224	62.98	15.864	1	11.2	1.63	8.04
416	poolformer_s24	224	62.88	15.889	1	21.39	3.41	10.68
417	rexnetr_300	224	62.86	15.891	1	34.81	3.39	22.16
418	nf_resnet26	224	62.76	15.919	1	16.0	2.41	7.35
419	sam2_hiera_tiny	224	62.71	15.931	1	26.85	4.91	17.12
420	hgnet_small	224	62.6	15.958	1	24.36	8.53	8.79
421	mobilevitv2_175	256	62.59	15.963	1	14.25	5.54	28.13
422	efficientvit_b2	288	62.24	16.05	1	24.33	2.64	24.03
423	seresnext50_32x4d	224	62.23	16.053	1	27.56	4.26	14.42
424	resnext50d_32x4d	288	62.18	16.068	1	25.05	7.44	25.13
425	convnext_nano	224	62.15	16.076	1	15.59	2.46	8.37
426	regnety_032	224	61.92	16.135	1	19.44	3.2	11.26
427	resnet50_clip_gap	224	61.9	16.138	1	23.53	5.39	12.44
428	resnetaa50d	224	61.9	16.139	1	25.58	5.39	12.44
429	resnetv2_50d	224	61.83	16.157	1	25.57	4.35	11.92
430	resnetblur50	224	61.61	16.216	1	25.56	5.16	12.02
431	tiny_vit_11m_224	224	61.55	16.233	1	20.35	2.04	13.49
432	resnet50s	224	61.42	16.265	1	25.68	5.47	13.52
433	visformer_small	224	61.4	16.271	1	40.22	4.88	11.43
434	gcresnet33ts	288	61.33	16.29	1	19.88	6.02	14.78
435	convnextv2_tiny	224	61.3	16.298	1	28.64	4.47	13.44
436	regnetz_c16	256	61.07	16.36	1	13.46	2.51	16.57
437	cs3darknet_l	256	61.04	16.366	1	21.16	4.86	8.55
438	tf_efficientnetv2_b3	240	61.03	16.372	1	14.36	1.93	9.95
439	resnet51q	256	61.0	16.378	1	35.7	6.38	16.55
440	legacy_seresnext50_32x4d	224	60.86	16.415	1	27.56	4.26	14.42
441	vit_base_patch32_224	224	60.58	16.492	1	88.22	4.41	5.01
442	resnetv2_50t	224	60.55	16.501	1	25.57	4.32	11.82
443	mobilevit_s	256	60.52	16.509	1	5.58	2.03	19.94
444	xcit_tiny_12_p8_224	224	60.28	16.576	1	6.71	4.81	23.6
445	efficientvit_b2	256	60.14	16.612	1	24.33	2.09	19.03
446	resnetrs50	160	60.13	16.615	1	35.69	2.29	6.2
447	tf_efficientnet_b2	260	60.06	16.636	1	9.11	1.02	13.83
448	hgnetv2_b4	288	59.96	16.662	1	19.8	4.54	11.08
449	twins_svt_small	224	59.94	16.668	1	24.06	2.94	13.75
450	efficientnet_el_pruned	300	59.77	16.716	1	10.59	8.0	30.7
451	seresnet34	288	59.66	16.747	1	21.96	6.07	6.18
452	vit_base_patch32_clip_quickgelu_224	224	59.58	16.77	1	87.85	4.41	5.01
453	efficientnet_cc_b1_8e	240	59.51	16.79	1	39.72	0.75	15.44
454	hrnet_w18_small	224	59.47	16.799	1	13.19	1.61	5.72
455	efficientformer_l3	224	59.4	16.82	1	31.41	3.93	12.01
456	tf_mixnet_s	224	59.38	16.826	1	4.13	0.25	6.25
457	efficientnet_el	300	59.35	16.834	1	10.59	8.0	30.7
458	ecaresnetlight	224	59.32	16.843	1	30.16	4.11	8.42
459	rexnet_300	224	59.29	16.85	1	34.71	3.44	22.4
460	volo_d1_224	224	59.28	16.853	1	26.63	6.94	24.43
461	resnetblur50d	224	59.19	16.88	1	25.58	5.4	12.82
462	vit_base_patch32_clip_224	224	59.16	16.887	1	88.22	4.41	5.01
463	tf_efficientnet_el	300	59.06	16.916	1	10.59	8.0	30.7
464	seresnet33ts	256	59.02	16.928	1	19.78	4.76	11.66
465	efficientnet_lite4	380	59.0	16.933	1	13.01	4.04	45.66
466	ecaresnet50t	224	58.9	16.963	1	25.57	4.32	11.83
467	resmlp_24_224	224	58.64	17.039	1	30.02	5.96	10.91
468	ghostnetv2_160	224	58.59	17.053	1	12.39	0.42	7.23
469	nf_ecaresnet26	224	58.55	17.063	1	16.0	2.41	7.36
470	ecaresnet50d	224	58.5	17.08	1	25.58	4.35	11.93
471	mobilenetv4_conv_large	256	58.28	17.144	1	32.59	2.86	12.14
472	mixnet_s	224	58.26	17.15	1	4.13	0.25	6.25
473	mobilenetv4_hybrid_medium	384	57.89	17.259	1	11.07	3.01	21.18
474	maxvit_pico_rw_256	256	57.53	17.368	1	7.46	1.83	22.3
475	eva02_tiny_patch14_336	336	57.45	17.391	1	5.76	4.68	27.16
476	resnetv2_50d_frn	224	57.35	17.421	1	25.59	4.33	11.92
477	cs3darknet_focus_l	256	57.29	17.438	1	21.15	4.66	8.03
478	repvgg_a2	224	57.04	17.514	1	28.21	5.7	6.26
479	regnety_040	224	56.92	17.552	1	20.65	4.0	12.29
480	edgenext_base	320	56.81	17.588	1	18.51	6.01	24.32
481	convit_small	224	56.77	17.601	1	27.78	5.76	17.87
482	crossvit_15_240	240	56.47	17.694	1	27.53	5.81	19.77
483	gcresnext50ts	256	56.33	17.737	1	15.67	3.75	15.46
484	nf_seresnet26	224	56.21	17.774	1	17.4	2.41	7.36
485	nf_regnet_b1	256	56.15	17.796	1	10.22	0.82	7.27
486	legacy_seresnet50	224	55.97	17.851	1	28.09	3.88	10.6
487	dpn68b	288	55.95	17.857	1	12.61	3.89	17.3
488	inception_next_tiny	224	55.95	17.858	1	28.06	4.19	11.98
489	resnet50	288	55.91	17.869	1	25.56	6.8	18.37
490	efficientnet_b3_pruned	300	55.81	17.904	1	9.86	1.04	11.86
491	cait_xxs24_224	224	55.71	17.936	1	11.96	2.53	20.29
492	hiera_small_224	224	55.7	17.938	1	35.01	6.42	20.75
493	lambda_resnet50ts	256	55.57	17.981	1	21.54	5.07	17.48
494	tf_efficientnet_lite4	380	55.5	18.002	1	13.01	4.04	45.66
495	resnet50d	288	55.43	18.027	1	25.58	7.19	19.7
496	haloregnetz_b	224	55.38	18.043	1	11.68	1.97	11.94
497	resnet50_mlp	256	55.38	18.042	1	26.65	7.05	16.25
498	fbnetv3_g	240	55.16	18.115	1	16.62	1.28	14.87
499	vit_base_patch32_clip_256	256	54.94	18.186	1	87.86	5.76	6.65
500	seresnet33ts	288	54.78	18.24	1	19.78	6.02	14.76
501	resnet50t	288	54.68	18.272	1	25.57	7.14	19.53
502	resnet51q	288	54.6	18.301	1	35.7	8.07	20.94
503	sehalonet33ts	256	54.54	18.322	1	13.69	3.55	14.7
504	caformer_s18	224	54.34	18.388	1	26.34	4.13	19.39
505	ecaresnet50t	256	54.3	18.402	1	25.57	5.64	15.45
506	regnetv_040	224	54.21	18.43	1	20.64	4.0	12.29
507	seresnet50	224	54.16	18.45	1	28.09	4.11	11.13
508	swin_s3_tiny_224	224	54.08	18.477	1	28.33	4.64	19.13
509	tnt_s_patch16_224	224	53.96	18.516	1	23.76	5.24	24.37
510	nf_regnet_b1	288	53.92	18.531	1	10.22	1.02	9.2
511	tf_efficientnet_cc_b1_8e	240	53.91	18.536	1	39.72	0.75	15.44
512	efficientnetv2_rw_t	224	53.9	18.539	1	13.65	1.93	9.94
513	vit_srelpos_medium_patch16_224	224	53.78	18.578	1	38.74	7.96	16.21
514	deit3_medium_patch16_224	224	53.65	18.623	1	38.85	8.0	15.93
515	vit_small_resnet26d_224	224	53.52	18.668	1	63.61	5.07	11.12
516	nest_tiny	224	53.5	18.675	1	17.06	5.83	25.48
517	xcit_small_12_p16_224	224	53.49	18.68	1	26.25	4.82	12.58
518	cs3darknet_l	288	53.41	18.707	1	21.16	6.16	10.83
519	crossvit_15_dagger_240	240	53.29	18.75	1	28.21	6.13	20.43
520	seresnet50t	224	53.29	18.749	1	28.1	4.32	11.83
521	regnetz_b16_evos	288	53.13	18.805	1	9.74	2.36	16.43
522	mobilenetv4_conv_large	320	52.96	18.867	1	32.59	4.47	18.97
523	pvt_v2_b2_li	224	52.85	18.908	1	22.55	3.91	27.6
524	skresnet50	224	52.83	18.915	1	25.8	4.11	12.5
525	mobilevitv2_200	256	52.49	19.037	1	18.45	7.22	32.15
526	resnetaa50	288	52.3	19.104	1	25.56	8.52	19.24
527	ese_vovnet39b	288	52.13	19.169	1	24.57	11.71	11.13
528	efficientnet_b3	288	51.98	19.224	1	12.23	1.63	21.49
529	resnet50_clip	224	51.98	19.223	1	38.32	6.14	12.98
530	tf_efficientnetv2_b3	300	51.94	19.237	1	14.36	3.04	15.74
531	resnet61q	256	51.91	19.248	1	36.85	7.8	17.01
532	coatnet_bn_0_rw_224	224	51.84	19.274	1	27.44	4.67	22.04
533	crossvit_small_240	240	51.78	19.299	1	26.86	5.63	18.17
534	cs3darknet_focus_l	288	51.73	19.315	1	21.15	5.9	10.16
535	regnety_032	288	51.72	19.319	1	19.44	5.29	18.61
536	skresnet50d	224	51.66	19.343	1	25.82	4.36	13.31
537	resnetrs50	224	51.65	19.346	1	35.69	4.48	12.14
538	nest_tiny_jx	224	51.64	19.349	1	17.06	5.83	25.48
539	regnetz_c16	320	51.62	19.359	1	13.46	3.92	25.88
540	mobilenetv4_hybrid_medium	448	51.57	19.376	1	11.07	4.2	29.64
541	vovnet57a	224	51.53	19.39	1	36.64	8.95	7.52
542	seresnetaa50d	224	51.35	19.459	1	28.11	5.4	12.46
543	gcresnext50ts	288	51.14	19.538	1	15.67	4.75	19.57
544	resnetblur50	288	51.1	19.555	1	25.56	8.52	19.87
545	convnext_pico	288	51.06	19.57	1	9.05	2.27	10.08
546	regnetz_c16_evos	256	51.06	19.57	1	13.49	2.48	16.57
547	res2net50_26w_4s	224	50.93	19.621	1	25.7	4.28	12.61
548	dla102x	224	50.88	19.637	1	26.31	5.89	19.42
549	nf_regnet_b2	240	50.85	19.653	1	14.31	0.97	7.23
550	convnextv2_nano	224	50.84	19.655	1	15.62	2.46	8.37
551	tiny_vit_21m_224	224	50.8	19.67	1	33.22	4.29	20.08
552	resnetaa50d	288	50.77	19.683	1	25.58	8.92	20.57
553	nf_regnet_b2	272	50.75	19.691	1	14.31	1.22	9.27
554	skresnet34	224	50.69	19.712	1	22.28	3.67	5.13
555	eva02_small_patch14_224	224	50.62	19.74	1	21.62	6.14	18.28
556	pvt_v2_b1	224	50.59	19.752	1	14.01	2.12	15.39
557	mobilenetv4_hybrid_large_075	256	50.54	19.772	1	22.75	2.06	11.64
558	vit_relpos_base_patch32_plus_rpn_256	256	50.44	19.809	1	119.42	7.68	8.01
559	fbnetv3_g	288	50.35	19.845	1	16.62	1.77	21.09
560	dla60_res2next	224	50.32	19.857	1	17.03	3.49	13.17
561	convnext_pico_ols	288	50.27	19.879	1	9.06	2.37	10.74
562	sebotnet33ts_256	256	50.06	19.961	1	13.7	3.89	17.46
563	res2net50d	224	50.05	19.963	1	25.72	4.52	13.41
564	ese_vovnet57b	224	49.97	19.996	1	38.61	8.95	7.52
565	ecaresnetlight	288	49.96	20.0	1	30.16	6.79	13.91
566	fastvit_mci0	256	49.92	20.017	1	11.41	2.42	18.29
567	vit_relpos_medium_patch16_rpn_224	224	49.84	20.05	1	38.73	7.97	17.02
568	regnetx_080	224	49.83	20.051	1	39.57	8.02	14.06
569	maxvit_rmlp_pico_rw_256	256	49.77	20.08	1	7.52	1.85	24.86
570	seresnext50_32x4d	288	49.63	20.133	1	27.56	7.04	23.82
571	resnest50d	224	49.59	20.15	1	27.48	5.4	14.36
572	dla60_res2net	224	49.54	20.171	1	20.85	4.15	12.34
573	skresnext50_32x4d	224	49.52	20.179	1	27.48	4.5	17.18
574	regnety_040	288	49.44	20.21	1	20.65	6.61	20.3
575	convnext_tiny	288	49.43	20.215	1	28.59	7.39	22.21
576	nextvit_small	224	49.39	20.232	1	31.76	5.81	18.44
577	repvit_m3	224	49.37	20.243	1	10.68	1.89	13.94
578	vit_medium_patch16_gap_240	240	49.3	20.268	1	44.4	9.22	18.81
579	coatnet_nano_cc_224	224	49.22	20.303	1	13.76	2.24	15.02
580	res2next50	224	49.07	20.363	1	24.67	4.2	13.71
581	vit_base_patch32_plus_256	256	49.04	20.376	1	119.48	7.79	7.76
582	mobilenetv4_conv_large	384	48.88	20.443	1	32.59	6.43	27.31
583	resnetblur50d	288	48.87	20.447	1	25.58	8.92	21.19
584	ecaresnet50d	288	48.86	20.451	1	25.58	7.19	19.72
585	resnest50d_1s4x24d	224	48.8	20.474	1	25.68	4.43	13.57
586	poolformerv2_s36	224	48.68	20.527	1	30.79	5.01	15.82
587	vit_medium_patch16_clip_224	224	48.65	20.539	1	38.59	8.0	15.93
588	vit_relpos_medium_patch16_224	224	48.6	20.561	1	38.75	7.97	17.02
589	rexnetr_300	288	48.34	20.671	1	34.81	5.59	36.61
590	cs3sedarknet_l	256	48.22	20.723	1	21.91	4.86	8.56
591	gcvit_xxtiny	224	48.16	20.748	1	12.0	2.14	15.36
592	davit_tiny	224	48.09	20.778	1	28.36	4.54	18.89
593	lamhalobotnet50ts_256	256	48.01	20.812	1	22.57	5.02	18.44
594	convnext_nano_ols	288	47.75	20.929	1	15.65	4.38	15.5
595	convnextv2_pico	288	47.57	21.008	1	9.07	2.27	10.08
596	gc_efficientnetv2_rw_t	224	47.43	21.07	1	13.68	1.94	9.97
597	coatnet_0_rw_224	224	47.41	21.079	1	27.44	4.43	18.73
598	hgnet_small	288	47.4	21.08	1	24.36	14.09	14.53
599	regnety_040_sgn	224	47.27	21.142	1	20.65	4.03	12.29
600	coatnet_0_224	224	47.25	21.147	1	25.04	4.58	24.01
601	efficientnet_b3	320	47.25	21.147	1	12.23	2.01	26.52
602	regnetv_040	288	47.25	21.15	1	20.64	6.6	20.3
603	swinv2_cr_tiny_ns_224	224	47.24	21.152	1	28.33	4.66	28.45
604	resnest50d_4s2x40d	224	47.16	21.189	1	30.42	4.4	17.94
605	maxvit_nano_rw_256	256	47.1	21.214	1	15.45	4.46	30.28
606	resnetv2_50	288	47.07	21.228	1	25.55	6.79	18.37
607	cspresnet50d	256	46.79	21.355	1	21.64	4.86	12.55
608	resnet61q	288	46.75	21.373	1	36.85	9.87	21.52
609	swinv2_cr_tiny_224	224	46.75	21.377	1	28.33	4.66	28.45
610	coatnet_nano_rw_224	224	46.73	21.383	1	15.14	2.41	15.41
611	regnety_080_tv	224	46.7	21.397	1	39.38	8.51	19.73
612	cspresnet50	256	46.68	21.408	1	21.62	4.54	11.5
613	regnety_080	224	46.66	21.415	1	39.18	8.0	17.97
614	crossvit_18_240	240	46.59	21.449	1	43.27	9.05	26.26
615	efficientnetv2_rw_t	288	46.49	21.496	1	13.65	3.19	16.42
616	ecaresnet50t	288	46.37	21.552	1	25.57	7.14	19.55
617	resnet101	160	46.35	21.558	1	44.55	4.0	8.28
618	tf_efficientnet_b3	300	46.18	21.641	1	12.23	1.87	23.83
619	legacy_xception	299	46.16	21.647	1	22.86	8.4	35.83
620	mobilenetv4_conv_aa_large	384	46.14	21.66	1	32.59	7.07	32.29
621	swin_tiny_patch4_window7_224	224	46.12	21.667	1	28.29	4.51	17.06
622	coatnet_rmlp_nano_rw_224	224	45.97	21.738	1	15.15	2.62	20.34
623	vit_medium_patch16_gap_256	256	45.76	21.84	1	38.86	10.59	22.15
624	seresnet50	288	45.63	21.898	1	28.09	6.8	18.39
625	regnety_064	224	45.62	21.905	1	30.58	6.39	16.41
626	fastvit_sa24	256	45.57	21.931	1	21.55	3.8	24.32
627	mobileone_s0	224	45.48	21.974	1	5.29	1.09	15.48
628	seresnet50t	288	45.48	21.971	1	28.1	7.14	19.55
629	efficientvit_l1	224	45.46	21.98	1	52.65	5.27	15.85
630	dla102	224	45.32	22.05	1	33.27	7.19	14.18
631	mixer_b16_224	224	44.95	22.231	1	59.88	12.62	14.53
632	tresnet_m	224	44.93	22.24	1	31.39	5.75	7.31
633	convnext_nano	288	44.91	22.252	1	15.59	4.06	13.84
634	levit_512d	224	44.82	22.297	1	92.5	5.85	11.3
635	tf_mixnet_m	224	44.67	22.372	1	5.01	0.36	8.19
636	poolformer_s36	224	44.56	22.427	1	30.86	5.0	15.82
637	resnet101	176	44.51	22.453	1	44.55	4.92	10.08
638	hiera_small_abswin_256	256	44.37	22.521	1	34.36	8.29	26.38
639	efficientformerv2_s2	224	44.2	22.612	1	12.71	1.27	11.77
640	levit_512	224	44.15	22.633	1	95.17	5.64	10.22
641	ecaresnet50t	320	44.14	22.639	1	25.57	8.82	24.13
642	coatnet_rmlp_0_rw_224	224	44.13	22.643	1	27.45	4.72	24.89
643	regnetv_064	224	44.1	22.658	1	30.58	6.39	16.41
644	nf_regnet_b3	288	44.02	22.703	1	18.59	1.67	11.84
645	ese_vovnet39b_evos	224	43.96	22.734	1	24.58	7.07	6.74
646	regnetz_d8	256	43.94	22.743	1	23.37	3.97	23.74
647	mixnet_m	224	43.88	22.776	1	5.01	0.36	8.19
648	maxxvitv2_nano_rw_256	256	43.77	22.829	1	23.7	6.26	23.05
649	xcit_tiny_24_p16_224	224	43.51	22.97	1	12.12	2.34	11.82
650	inception_v3	299	43.48	22.986	1	23.83	5.73	8.97
651	mobilenetv4_conv_large	448	43.42	23.016	1	32.59	8.75	37.17
652	cs3sedarknet_l	288	43.36	23.047	1	21.91	6.16	10.83
653	mvitv2_tiny	224	43.15	23.162	1	24.17	4.7	21.16
654	mobilevitv2_150	384	43.14	23.163	1	10.59	9.2	54.25
655	gcresnet50t	256	43.13	23.17	1	25.9	5.42	14.67
656	halonet50ts	256	43.09	23.191	1	22.73	5.3	19.2
657	convnextv2_tiny	288	42.95	23.27	1	28.64	7.39	22.21
658	hieradet_small	256	42.83	23.331	1	34.72	8.51	27.76
659	resnext101_32x4d	224	42.71	23.4	1	44.18	8.01	21.23
660	darknetaa53	256	42.69	23.407	1	36.02	7.97	12.39
661	regnetx_120	224	42.68	23.416	1	46.11	12.13	21.37
662	xception41p	299	42.58	23.471	1	26.91	9.25	39.86
663	crossvit_18_dagger_240	240	42.54	23.491	1	44.27	9.5	27.03
664	densenetblur121d	224	42.38	23.584	1	8.0	3.11	7.9
665	cs3sedarknet_xdw	256	42.26	23.645	1	21.6	5.97	17.18
666	regnetz_c16_evos	320	41.93	23.833	1	13.49	3.86	25.88
667	maxxvit_rmlp_nano_rw_256	256	41.91	23.848	1	16.78	4.37	26.05
668	vit_small_r26_s32_224	224	41.84	23.884	1	36.43	3.56	9.85
669	nf_regnet_b3	320	41.83	23.893	1	18.59	2.05	14.61
670	tf_mixnet_l	224	41.77	23.924	1	7.33	0.58	10.84
671	xcit_nano_12_p8_384	384	41.57	24.039	1	3.05	6.34	46.08
672	densenet121	224	41.48	24.095	1	7.98	2.87	6.9
673	gc_efficientnetv2_rw_t	288	41.42	24.127	1	13.68	3.2	16.45
674	dpn92	224	41.37	24.158	1	37.67	6.54	18.21
675	coat_lite_small	224	41.08	24.326	1	19.84	3.96	22.09
676	efficientnetv2_s	288	41.07	24.333	1	21.46	4.75	20.13
677	mobilenetv4_conv_aa_large	448	40.96	24.396	1	32.59	9.63	43.94
678	regnetz_040	256	40.92	24.423	1	27.12	4.06	24.19
679	ecaresnet101d_pruned	224	40.84	24.468	1	24.88	3.48	7.69
680	maxvit_rmlp_nano_rw_256	256	40.78	24.507	1	15.5	4.47	31.92
681	regnetz_d8_evos	256	40.78	24.507	1	23.46	4.5	24.92
682	efficientnet_b0_gn	224	40.77	24.511	1	5.29	0.42	6.75
683	botnet50ts_256	256	40.7	24.554	1	22.74	5.54	22.23
684	seresnetaa50d	288	40.59	24.622	1	28.11	8.92	20.59
685	regnetz_040_h	256	40.56	24.64	1	28.94	4.12	24.29
686	convformer_s18	224	40.53	24.655	1	26.77	3.96	15.82
687	cspresnet50w	256	40.48	24.69	1	28.12	5.04	12.19
688	convnext_tiny_hnf	224	40.44	24.711	1	28.59	4.47	13.44
689	xception41	299	40.35	24.765	1	26.97	9.28	39.86
690	gcresnet50t	288	40.34	24.775	1	25.9	6.86	18.57
691	focalnet_tiny_srf	224	40.29	24.806	1	28.43	4.42	16.32
692	coatnext_nano_rw_224	224	40.21	24.856	1	14.7	2.47	12.8
693	gcvit_xtiny	224	40.09	24.927	1	19.98	2.93	20.26
694	efficientnet_b3_gn	288	39.94	25.025	1	11.73	1.74	23.35
695	mixnet_l	224	39.77	25.13	1	7.33	0.58	10.84
696	twins_pcpvt_base	224	39.74	25.15	1	43.83	6.68	25.25
697	cs3darknet_x	256	39.65	25.205	1	35.05	8.38	11.35
698	darknetaa53	288	39.58	25.247	1	36.02	10.08	15.68
699	resmlp_36_224	224	39.56	25.262	1	44.69	8.91	16.33
700	efficientnet_b0_g8_gn	224	39.45	25.332	1	6.56	0.66	6.75
701	res2net50_14w_8s	224	39.38	25.381	1	25.06	4.21	13.28
702	cs3darknet_focus_x	256	39.3	25.428	1	35.02	8.03	10.69
703	vit_base_resnet26d_224	224	39.28	25.441	1	101.4	6.97	13.16
704	tf_efficientnetv2_s	300	39.24	25.472	1	21.46	5.35	22.73
705	resnet50_gn	224	39.23	25.474	1	25.56	4.14	11.11
706	levit_conv_512	224	39.13	25.542	1	95.17	5.64	10.22
707	hrnet_w18_small_v2	224	39.05	25.592	1	15.6	2.62	9.65
708	hiera_base_224	224	38.8	25.755	1	51.52	9.4	30.42
709	regnetz_d32	256	38.77	25.776	1	27.58	5.98	23.74
710	repvit_m1_5	224	38.77	25.781	1	14.64	2.31	15.7
711	ecaresnet101d_pruned	288	38.73	25.803	1	24.88	5.75	12.71
712	efficientnetv2_rw_s	288	38.61	25.887	1	23.94	4.91	21.41
713	eca_nfnet_l0	224	38.59	25.896	1	24.14	4.35	10.47
714	regnety_040_sgn	288	38.56	25.92	1	20.65	6.67	20.3
715	convnext_tiny	384	38.48	25.972	1	28.59	13.14	39.48
716	darknet53	256	38.45	25.996	1	41.61	9.31	12.39
717	resnet101c	224	38.43	26.009	1	44.57	8.08	17.04
718	resnet101d	224	38.39	26.031	1	44.57	8.08	17.04
719	levit_conv_512d	224	38.29	26.101	1	92.5	5.85	11.3
720	efficientnet_b4	320	38.25	26.128	1	19.34	3.13	34.76
721	vit_medium_patch16_reg1_gap_256	256	38.21	26.156	1	38.88	10.63	22.26
722	cait_xxs36_224	224	38.09	26.236	1	17.3	3.77	30.34
723	resnetv2_101	224	37.98	26.313	1	44.54	7.83	16.23
724	resnet101	224	37.96	26.325	1	44.55	7.83	16.23
725	vit_medium_patch16_reg4_gap_256	256	37.91	26.362	1	38.88	10.76	22.6
726	mobilenetv4_conv_aa_large	480	37.86	26.401	1	32.59	11.05	50.45
727	vit_base_patch32_384	384	37.85	26.406	1	88.3	13.06	16.5
728	resnetv2_50d_gn	224	37.84	26.412	1	25.57	4.38	11.92
729	dla102x2	224	37.76	26.469	1	41.28	9.34	29.91
730	nf_ecaresnet50	224	37.64	26.55	1	25.56	4.21	11.13
731	resnetv2_101d	224	37.5	26.654	1	44.56	8.07	17.04
732	regnety_080	288	37.29	26.802	1	39.18	13.22	29.69
733	vit_betwixt_patch16_reg4_gap_256	256	37.28	26.811	1	60.4	16.52	28.24
734	xcit_tiny_24_p16_384	384	37.27	26.819	1	12.12	6.87	34.29
735	resnet101s	224	37.22	26.85	1	44.67	9.19	18.64
736	resnet101_clip_gap	224	37.2	26.866	1	42.52	9.11	17.56
737	vit_betwixt_patch16_reg1_gap_256	256	37.17	26.887	1	60.4	16.32	27.83
738	regnety_120	224	37.07	26.958	1	51.82	12.14	21.38
739	resnetaa101d	224	37.03	26.988	1	44.57	9.12	17.56
740	vit_base_patch32_clip_384	384	36.96	27.038	1	88.3	13.06	16.5
741	focalnet_tiny_lrf	224	36.82	27.146	1	28.65	4.49	17.76
742	regnety_064	288	36.7	27.234	1	30.58	10.56	27.11
743	resnetblur101d	224	36.7	27.233	1	44.57	9.12	17.94
744	swinv2_tiny_window8_256	256	36.67	27.255	1	28.35	5.96	24.57
745	efficientvit_b3	256	36.65	27.272	1	48.65	5.2	35.01
746	vit_small_resnet50d_s16_224	224	36.62	27.293	1	57.53	13.48	24.82
747	convnextv2_nano	288	36.54	27.35	1	15.62	4.06	13.84
748	hgnetv2_b5	224	36.31	27.528	1	39.57	6.56	11.19
749	nfnet_l0	224	36.3	27.529	1	35.07	4.36	10.47
750	efficientnet_b3_g8_gn	288	36.2	27.606	1	14.25	2.59	23.35
751	res2net50_26w_6s	224	36.18	27.623	1	37.05	6.33	15.28
752	efficientvit_b3	224	36.11	27.679	1	48.65	3.99	26.9
753	resnet50_gn	288	36.07	27.705	1	25.56	6.85	18.37
754	mobilevitv2_175	384	36.06	27.718	1	14.25	12.47	63.29
755	resnetv2_50d_evos	224	36.01	27.757	1	25.59	4.33	11.92
756	vit_medium_patch16_rope_reg1_gap_256	256	35.85	27.875	1	38.74	10.63	22.26
757	selecsls60	224	35.65	28.033	1	30.67	3.59	5.52
758	darknet53	288	35.59	28.085	1	41.61	11.78	15.68
759	vit_betwixt_patch16_rope_reg4_gap_256	256	35.51	28.145	1	60.23	16.52	28.24
760	nf_seresnet50	224	35.24	28.358	1	28.09	4.21	11.13
761	resnet101d	256	35.24	28.36	1	44.57	10.55	22.25
762	regnetx_160	224	35.17	28.416	1	54.28	15.99	25.52
763	efficientnet_b3_gn	320	35.01	28.544	1	11.73	2.14	28.83
764	vit_base_patch16_xp_224	224	34.85	28.679	1	86.51	17.56	23.9
765	cs3darknet_x	288	34.83	28.698	1	35.05	10.6	14.36
766	efficientvit_l2	224	34.79	28.728	1	63.71	6.97	19.58
767	resnext101_32x4d	288	34.76	28.749	1	44.18	13.24	35.09
768	efficientvit_l2	256	34.74	28.768	1	63.71	9.09	25.49
769	convnext_small	224	34.73	28.78	1	50.22	8.71	21.56
770	ecaresnet101d	224	34.73	28.782	1	44.57	8.08	17.07
771	nextvit_base	224	34.7	28.806	1	44.82	8.29	23.71
772	densenet121	288	34.67	28.829	1	7.98	4.74	11.41
773	regnetv_064	288	34.58	28.905	1	30.58	10.55	27.11
774	seresnext101_32x4d	224	34.52	28.956	1	48.96	8.02	21.26
775	nf_resnet50	256	34.49	28.98	1	25.56	5.46	14.52
776	resnetrs101	192	34.47	28.999	1	63.62	6.04	12.7
777	legacy_seresnext101_32x4d	224	34.44	29.022	1	48.96	8.02	21.26
778	maxvit_tiny_rw_224	224	34.35	29.1	1	29.06	5.11	33.11
779	repvgg_b1g4	224	34.32	29.124	1	39.97	8.15	10.64
780	vit_base_patch16_gap_224	224	34.16	29.258	1	86.57	17.49	25.59
781	efficientvit_b3	288	34.1	29.309	1	48.65	6.58	44.2
782	halo2botnet50ts_256	256	34.05	29.351	1	22.64	5.02	21.78
783	selecsls42	224	33.89	29.496	1	30.35	2.94	4.62
784	eca_nfnet_l0	288	33.8	29.569	1	24.14	7.12	17.29
785	vit_base_patch16_siglip_gap_224	224	33.75	29.618	1	85.8	17.49	23.75
786	resnet101_clip	224	33.7	29.656	1	56.26	9.81	18.08
787	resnet152	160	33.49	29.847	1	60.19	5.9	11.51
788	deit3_small_patch16_384	384	33.42	29.906	1	22.21	15.52	50.78
789	mobilenetv4_hybrid_large	384	33.38	29.94	1	37.76	7.77	34.52
790	regnetz_040_h	320	33.3	30.017	1	28.94	6.43	37.94
791	xcit_tiny_24_p8_224	224	33.26	30.048	1	12.11	9.21	45.39
792	densenetblur121d	288	33.25	30.063	1	8.0	5.14	13.06
793	densenet169	224	33.23	30.075	1	14.15	3.4	7.3
794	resnet101	288	33.13	30.169	1	44.55	12.95	26.83
795	twins_svt_base	224	33.13	30.173	1	56.07	8.59	26.33
796	deit3_base_patch16_224	224	33.11	30.189	1	86.59	17.58	23.9
797	legacy_seresnet101	224	33.08	30.217	1	49.33	7.61	15.74
798	regnetz_040	320	32.88	30.4	1	27.12	6.35	37.78
799	resnetv2_50x1_bit	224	32.87	30.406	1	25.55	4.23	11.11
800	vit_base_resnet50d_224	224	32.87	30.408	1	110.97	8.73	16.92
801	vit_base_patch16_rpn_224	224	32.84	30.438	1	86.54	17.49	23.75
802	poolformerv2_m36	224	32.8	30.47	1	56.08	8.81	22.02
803	tf_efficientnetv2_s	384	32.72	30.552	1	21.46	8.44	35.77
804	mobilenetv4_conv_aa_large	544	32.67	30.598	1	32.59	14.19	64.79
805	vit_base_patch16_siglip_224	224	32.65	30.616	1	92.88	17.73	24.06
806	mixnet_xl	224	32.6	30.656	1	11.9	0.93	14.57
807	selecsls60b	224	32.6	30.659	1	32.77	3.63	5.52
808	mvitv2_small	224	32.58	30.68	1	34.87	7.0	28.08
809	vit_small_patch16_384	384	32.55	30.711	1	22.2	15.52	50.78
810	caformer_s36	224	32.53	30.726	1	39.3	8.0	37.53
811	tnt_b_patch16_224	224	32.53	30.728	1	65.41	14.09	39.01
812	vitamin_small_224	224	32.51	30.744	1	22.03	5.92	26.38
813	nf_resnet50	288	32.5	30.752	1	25.56	6.88	18.37
814	hgnetv2_b5	288	32.49	30.76	1	39.57	10.84	18.5
815	deit_base_distilled_patch16_224	224	32.46	30.788	1	87.34	17.68	24.05
816	vit_base_patch16_clip_quickgelu_224	224	32.46	30.79	1	86.19	17.58	23.9
817	vit_base_patch16_224	224	32.37	30.879	1	86.57	17.58	23.9
818	convnextv2_tiny	384	32.27	30.975	1	28.64	13.14	39.48
819	cs3sedarknet_x	256	32.26	30.981	1	35.4	8.38	11.35
820	hiera_base_plus_224	224	32.24	31.003	1	69.9	12.67	37.98
821	seresnet101	224	32.23	31.014	1	49.33	7.84	16.27
822	poolformer_m36	224	32.19	31.046	1	56.17	8.8	22.02
823	nest_small	224	32.07	31.17	1	38.35	10.35	40.04
824	vit_base_patch16_clip_224	224	32.07	31.165	1	86.57	17.58	23.9
825	convnextv2_small	224	32.06	31.176	1	50.32	8.71	21.56
826	efficientnetv2_s	384	32.05	31.19	1	21.46	8.44	35.77
827	beitv2_base_patch16_224	224	31.94	31.292	1	86.53	17.58	23.9
828	pit_b_224	224	31.91	31.326	1	73.76	12.42	32.94
829	resnet152	176	31.85	31.385	1	60.19	7.22	13.99
830	deit_base_patch16_224	224	31.84	31.396	1	86.57	17.58	23.9
831	xcit_small_12_p16_384	384	31.81	31.426	1	26.25	14.14	36.51
832	vit_base_patch16_224_miil	224	31.79	31.443	1	94.4	17.59	23.91
833	efficientvit_l2	288	31.76	31.475	1	63.71	11.51	32.19
834	cspdarknet53	256	31.74	31.496	1	27.64	6.57	16.81
835	fastvit_sa36	256	31.72	31.513	1	31.53	5.64	34.61
836	efficientformerv2_l	224	31.66	31.575	1	26.32	2.59	18.54
837	cs3edgenet_x	256	31.65	31.583	1	47.82	11.53	12.92
838	vit_base_mci_224	224	31.6	31.632	1	86.35	17.73	24.65
839	efficientnet_b4	384	31.56	31.668	1	19.34	4.51	50.04
840	nest_small_jx	224	31.45	31.779	1	38.35	10.35	40.04
841	vit_base_patch32_clip_448	448	31.42	31.814	1	88.34	17.93	23.9
842	beit_base_patch16_224	224	31.4	31.831	1	86.53	17.58	23.9
843	nf_regnet_b4	320	31.39	31.841	1	30.21	3.29	19.88
844	efficientnet_b3_g8_gn	320	31.38	31.853	1	14.25	3.2	28.83
845	dpn98	224	31.36	31.872	1	61.57	11.73	25.2
846	nfnet_l0	288	31.34	31.893	1	35.07	7.13	17.29
847	selecsls42b	224	31.3	31.933	1	32.46	2.98	4.62
848	vit_relpos_base_patch16_224	224	31.26	31.976	1	86.43	17.51	24.97
849	efficientformer_l7	224	31.23	32.009	1	82.23	10.17	24.45
850	vit_relpos_base_patch16_rpn_224	224	31.19	32.049	1	86.41	17.51	24.97
851	efficientnetv2_rw_s	384	31.17	32.062	1	23.94	8.72	38.03
852	regnetz_d8	320	31.14	32.1	1	23.37	6.19	37.08
853	resnetaa101d	288	31.04	32.202	1	44.57	15.07	29.03
854	repvit_m2_3	224	30.84	32.413	1	23.69	4.57	26.21
855	hiera_base_abswin_256	256	30.8	32.449	1	51.27	12.46	40.7
856	pit_b_distilled_224	224	30.65	32.611	1	74.79	12.5	33.07
857	regnetz_d8_evos	320	30.64	32.621	1	23.46	7.03	38.92
858	resnetv2_50d_gn	288	30.59	32.672	1	25.57	7.24	19.7
859	tf_efficientnet_b4	380	30.51	32.765	1	19.34	4.49	49.49
860	inception_next_small	224	30.42	32.862	1	49.37	8.36	19.27
861	pvt_v2_b2	224	30.36	32.925	1	25.36	4.05	27.53
862	eva02_small_patch14_336	336	30.29	33.0	1	22.13	15.48	54.33
863	resnetblur101d	288	30.04	33.271	1	44.57	15.07	29.65
864	vit_base_r26_s32_224	224	30.0	33.321	1	101.38	6.81	12.36
865	resnext101_32x8d	176	29.83	33.513	1	88.79	10.33	19.37
866	repvgg_b1	224	29.67	33.688	1	57.42	13.16	10.64
867	resnetv2_50d_evos	288	29.65	33.713	1	25.59	7.15	19.7
868	tresnet_v2_l	224	29.6	33.773	1	46.17	8.85	16.34
869	gcvit_tiny	224	29.49	33.891	1	28.22	4.79	29.82
870	resnet101d	320	29.39	34.011	1	44.57	16.48	34.77
871	flexivit_base	240	29.33	34.08	1	86.59	20.29	28.36
872	regnetz_d32	320	29.32	34.088	1	27.58	9.33	37.08
873	resnetv2_101	288	29.31	34.106	1	44.54	12.94	26.83
874	mobilenetv4_hybrid_large	448	29.27	34.151	1	37.76	10.74	48.61
875	ecaresnet101d	288	29.15	34.285	1	44.57	13.35	28.19
876	samvit_base_patch16_224	224	29.14	34.296	1	86.46	17.54	24.54
877	res2net50_26w_8s	224	29.07	34.384	1	48.4	8.37	17.95
878	seresnext101_32x4d	288	29.02	34.449	1	48.96	13.25	35.12
879	resnet152c	224	29.01	34.452	1	60.21	11.8	23.36
880	coatnet_1_rw_224	224	28.9	34.585	1	41.72	8.04	34.6
881	fastvit_ma36	256	28.73	34.79	1	44.07	7.88	41.09
882	res2net101_26w_4s	224	28.72	34.8	1	45.21	8.1	18.45
883	xcit_small_24_p16_224	224	28.72	34.804	1	47.67	9.1	23.64
884	tresnet_l	224	28.63	34.917	1	55.99	10.9	11.9
885	fastvit_mci1	256	28.61	34.943	1	21.54	4.72	32.84
886	nf_regnet_b4	384	28.57	34.992	1	30.21	4.7	28.61
887	mvitv2_small_cls	224	28.51	35.066	1	34.87	7.04	28.17
888	dla169	224	28.48	35.101	1	53.39	11.6	20.2
889	ese_vovnet99b	224	28.47	35.103	1	63.2	16.51	11.27
890	cs3sedarknet_x	288	28.29	35.337	1	35.4	10.6	14.37
891	xception65p	299	28.23	35.414	1	39.82	13.91	52.48
892	cs3edgenet_x	288	28.14	35.519	1	47.82	14.59	16.36
893	res2net101d	224	28.14	35.527	1	45.23	8.35	19.25
894	xception65	299	28.1	35.573	1	39.92	13.96	52.48
895	twins_pcpvt_large	224	28.07	35.609	1	60.99	9.84	35.82
896	resnet152	224	27.96	35.749	1	60.19	11.56	22.56
897	vit_base_patch16_siglip_gap_256	256	27.94	35.78	1	85.84	23.13	33.23
898	regnety_120	288	27.92	35.806	1	51.82	20.06	35.34
899	volo_d2_224	224	27.78	35.98	1	58.68	14.34	41.34
900	cait_s24_224	224	27.64	36.167	1	46.92	9.35	40.58
901	regnetz_e8	256	27.54	36.301	1	57.7	9.91	40.94
902	coatnet_rmlp_1_rw_224	224	27.53	36.312	1	41.69	7.85	35.47
903	resnet152d	224	27.31	36.603	1	60.21	11.8	23.36
904	resnetv2_152	224	27.25	36.685	1	60.19	11.55	22.56
905	cs3se_edgenet_x	256	27.22	36.716	1	50.72	11.53	12.94
906	regnety_160	224	27.12	36.857	1	83.59	15.96	23.04
907	resnet152d	256	27.11	36.874	1	60.21	15.41	30.51
908	seresnet101	288	27.02	36.999	1	49.33	12.95	26.87
909	resnet152s	224	26.88	37.185	1	60.32	12.92	24.96
910	vit_small_patch16_36x1_224	224	26.68	37.464	1	64.67	13.71	35.69
911	resnetv2_152d	224	26.66	37.494	1	60.2	11.8	23.36
912	resnest101e	256	26.65	37.508	1	48.28	13.38	28.66
913	vit_base_patch16_siglip_256	256	26.57	37.619	1	92.93	23.44	33.63
914	coatnet_rmlp_1_rw2_224	224	26.54	37.661	1	41.72	8.11	40.13
915	resnext101_64x4d	224	26.53	37.681	1	83.46	15.52	31.21
916	davit_small	224	26.46	37.776	1	49.75	8.8	30.49
917	eva02_base_patch16_clip_224	224	26.43	37.819	1	86.26	17.62	26.32
918	convnext_tiny_hnf	288	26.37	37.908	1	28.59	7.39	22.21
919	vit_small_patch16_18x2_224	224	26.34	37.946	1	64.67	13.71	35.69
920	xcit_tiny_12_p8_384	384	26.34	37.947	1	6.71	14.13	69.14
921	swinv2_cr_small_224	224	26.28	38.042	1	49.7	9.07	50.27
922	levit_384_s8	224	26.26	38.061	1	39.12	9.98	35.86
923	convmixer_768_32	224	26.25	38.075	1	21.11	19.55	25.95
924	nextvit_large	224	26.22	38.123	1	57.87	10.78	28.99
925	coatnet_1_224	224	26.15	38.229	1	42.23	8.7	39.0
926	fastvit_mci2	256	26.12	38.263	1	35.82	7.91	43.34
927	tresnet_m	448	26.11	38.285	1	31.39	22.99	29.21
928	resnetrs101	288	25.92	38.57	1	63.62	13.56	28.53
929	gmlp_b16_224	224	25.89	38.602	1	73.08	15.78	30.21
930	vit_base_patch16_rope_reg1_gap_256	256	25.73	38.851	1	86.43	23.22	33.39
931	vit_small_r26_s32_384	384	25.73	38.852	1	36.47	10.43	29.85
932	maxxvit_rmlp_tiny_rw_256	256	25.67	38.943	1	29.64	6.66	39.76
933	poolformerv2_m48	224	25.65	38.971	1	73.35	11.59	29.17
934	swinv2_tiny_window16_256	256	25.64	38.993	1	28.35	6.68	39.02
935	mixnet_xxl	224	25.63	38.998	1	23.96	2.04	23.43
936	vit_base_patch16_reg4_gap_256	256	25.52	39.177	1	86.62	23.5	33.89
937	densenet201	224	25.51	39.186	1	20.01	4.34	7.85
938	inception_v4	299	25.47	39.242	1	42.68	12.28	15.09
939	swinv2_cr_small_ns_224	224	25.44	39.297	1	49.7	9.08	50.27
940	xception71	299	25.35	39.425	1	42.34	18.09	69.92
941	maxvit_tiny_tf_224	224	25.19	39.689	1	30.92	5.6	35.78
942	levit_conv_384_s8	224	25.15	39.74	1	39.12	9.98	35.86
943	resnext101_32x8d	224	25.15	39.747	1	88.79	16.48	31.21
944	nextvit_small	384	25.13	39.772	1	31.76	17.26	57.14
945	focalnet_small_srf	224	25.12	39.79	1	49.89	8.62	26.26
946	poolformer_m48	224	25.05	39.907	1	73.47	11.59	29.17
947	xcit_small_12_p8_224	224	24.99	40.001	1	26.21	18.69	47.21
948	wide_resnet50_2	176	24.68	40.508	1	68.88	7.29	8.97
949	rdnet_tiny	224	24.6	40.632	1	23.86	5.06	15.98
950	swin_small_patch4_window7_224	224	24.27	41.189	1	49.61	8.77	27.47
951	convnext_small	288	24.23	41.261	1	50.22	14.39	35.65
952	gcvit_small	224	24.2	41.299	1	51.09	8.57	41.61
953	convnext_base	224	24.1	41.474	1	88.59	15.38	28.75
954	convit_base	224	24.07	41.536	1	86.54	17.52	31.77
955	hrnet_w18	224	24.04	41.579	1	21.3	4.32	16.31
956	hrnet_w18_ssld	224	24.02	41.615	1	21.3	4.32	16.31
957	densenet161	224	23.86	41.894	1	28.68	7.79	11.06
958	crossvit_base_240	240	23.75	42.099	1	105.03	21.22	36.33
959	hgnet_base	224	23.7	42.176	1	71.58	25.14	15.47
960	coat_tiny	224	23.67	42.24	1	5.5	4.35	27.2
961	resnet200	224	23.64	42.283	1	64.67	15.07	32.19
962	resnet50x4_clip_gap	288	23.59	42.37	1	65.62	19.57	34.11
963	efficientvit_l2	384	23.51	42.516	1	63.71	20.45	57.01
964	mobilevitv2_200	384	23.51	42.518	1	18.45	16.24	72.34
965	dpn131	224	23.43	42.662	1	79.25	16.09	32.97
966	resnet152	288	23.31	42.887	1	60.19	19.11	37.28
967	repvgg_b2g4	224	23.16	43.162	1	61.76	12.63	12.9
968	legacy_seresnet152	224	23.14	43.193	1	66.82	11.33	22.08
969	convnextv2_nano	384	23.13	43.219	1	15.62	7.22	24.61
970	seresnext101_64x4d	224	23.11	43.257	1	88.23	15.53	31.25
971	inception_next_base	224	23.05	43.362	1	86.67	14.85	25.69
972	tresnet_xl	224	23.05	43.371	1	78.44	15.2	15.34
973	vit_mediumd_patch16_reg4_gap_256	256	23.05	43.371	1	64.11	17.87	37.57
974	pvt_v2_b3	224	22.89	43.665	1	45.24	6.92	37.7
975	efficientnetv2_m	320	22.82	43.798	1	54.14	11.01	39.97
976	mixer_l32_224	224	22.8	43.842	1	206.94	11.27	19.86
977	mvitv2_base	224	22.79	43.856	1	51.47	10.16	40.5
978	seresnet152	224	22.72	43.995	1	66.82	11.57	22.61
979	vit_mediumd_patch16_rope_reg1_gap_256	256	22.72	43.992	1	63.95	17.65	37.02
980	rdnet_small	224	22.58	44.268	1	50.44	8.74	22.55
981	coat_lite_medium	224	22.54	44.36	1	44.57	9.81	40.06
982	selecsls84	224	22.48	44.46	1	50.95	5.9	7.57
983	maxvit_rmlp_small_rw_224	224	22.47	44.485	1	64.9	10.75	49.3
984	vit_small_patch8_224	224	22.43	44.574	1	21.67	22.44	80.84
985	nest_base	224	22.41	44.608	1	67.72	17.96	53.39
986	resnet50x4_clip	288	22.35	44.73	1	87.14	21.35	35.27
987	hgnetv2_b6	224	22.21	45.009	1	75.26	16.88	21.23
988	seresnext101d_32x8d	224	22.21	45.016	1	93.59	16.72	32.05
989	dm_nfnet_f0	192	22.11	45.211	1	71.49	7.21	10.16
990	convformer_s18	384	22.05	45.339	1	26.77	11.63	46.49
991	seresnext101_32x8d	224	21.96	45.513	1	93.57	16.48	31.25
992	nest_base_jx	224	21.93	45.587	1	67.72	17.96	53.39
993	efficientnetv2_rw_m	320	21.92	45.609	1	53.24	12.72	47.14
994	volo_d1_384	384	21.86	45.726	1	26.78	22.75	108.55
995	nfnet_f0	192	21.82	45.824	1	71.49	7.21	10.16
996	convnextv2_base	224	21.75	45.952	1	88.72	15.38	28.75
997	seresnextaa101d_32x8d	224	21.72	46.028	1	93.59	17.25	34.16
998	crossvit_15_dagger_408	408	21.61	46.27	1	28.5	21.45	95.05
999	cs3se_edgenet_x	320	21.55	46.387	1	50.72	18.01	20.21
1000	convformer_s36	224	21.53	46.433	1	40.01	7.67	30.5
1001	resnet200d	256	21.53	46.442	1	64.69	20.0	43.09
1002	eva02_base_patch14_224	224	21.38	46.75	1	85.76	23.22	36.55
1003	wide_resnet50_2	224	21.37	46.783	1	68.88	11.43	14.4
1004	nextvit_base	384	21.3	46.935	1	44.82	24.64	73.95
1005	vit_medium_patch16_gap_384	384	21.14	47.294	1	39.03	26.08	67.54
1006	inception_resnet_v2	299	21.05	47.499	1	55.84	13.18	25.06
1007	resnet152d	320	21.02	47.565	1	60.21	24.08	47.67
1008	coat_mini	224	20.92	47.779	1	10.34	6.82	33.68
1009	maxvit_small_tf_224	224	20.92	47.786	1	68.93	11.66	53.17
1010	dpn107	224	20.79	48.078	1	86.92	18.38	33.46
1011	seresnet152d	256	20.73	48.221	1	66.84	15.42	30.56
1012	nf_resnet101	224	20.65	48.421	1	44.55	8.01	16.23
1013	resnext101_64x4d	288	20.65	48.413	1	83.46	25.66	51.59
1014	efficientnet_b5	416	20.64	48.433	1	30.39	8.27	80.68
1015	regnety_160	288	20.58	48.586	1	83.59	26.37	38.07
1016	swin_s3_base_224	224	20.58	48.567	1	71.13	13.69	48.26
1017	twins_svt_large	224	20.54	48.661	1	99.27	15.15	35.1
1018	resnetrs152	256	20.5	48.776	1	86.62	15.59	30.83
1019	convnext_small	384	20.38	49.064	1	50.22	25.58	63.37
1020	maxvit_rmlp_small_rw_256	256	20.27	49.32	1	64.9	14.15	66.09
1021	caformer_m36	224	20.18	49.536	1	56.2	13.29	50.48
1022	convnext_base	256	20.18	49.55	1	88.59	20.09	37.55
1023	vit_base_patch16_plus_240	240	20.07	49.813	1	117.56	27.41	33.08
1024	eca_nfnet_l1	256	20.0	49.994	1	41.41	9.62	22.04
1025	swin_s3_small_224	224	19.89	50.262	1	49.74	9.43	37.84
1026	nf_ecaresnet101	224	19.82	50.439	1	44.55	8.01	16.27
1027	caformer_s18	384	19.77	50.571	1	26.34	13.42	77.34
1028	focalnet_small_lrf	224	19.76	50.604	1	50.34	8.74	28.61
1029	maxxvit_rmlp_small_rw_256	256	19.75	50.614	1	66.01	14.67	58.38
1030	xcit_medium_24_p16_224	224	19.72	50.699	1	84.4	16.13	31.71
1031	swinv2_cr_small_ns_256	256	19.71	50.722	1	49.7	12.07	76.21
1032	mvitv2_base_cls	224	19.64	50.895	1	65.44	10.23	40.65
1033	hrnet_w30	224	19.56	51.098	1	37.71	8.15	21.21
1034	coatnet_2_rw_224	224	19.47	51.344	1	73.87	15.09	49.22
1035	hrnet_w18_ssld	288	19.41	51.495	1	21.3	7.14	26.96
1036	tf_efficientnetv2_m	384	19.31	51.774	1	54.14	15.85	57.52
1037	regnetz_e8	320	19.3	51.793	1	57.7	15.46	63.94
1038	nf_regnet_b5	384	19.23	51.987	1	49.74	7.95	42.9
1039	swinv2_base_window12_192	192	19.21	52.03	1	109.28	11.9	39.72
1040	nf_seresnet101	224	19.19	52.086	1	49.33	8.02	16.27
1041	regnetx_320	224	19.18	52.125	1	107.81	31.81	36.3
1042	nfnet_f0	256	19.11	52.324	1	71.49	12.62	18.05
1043	seresnet152	288	19.11	52.306	1	66.82	19.11	37.34
1044	davit_base	224	19.02	52.571	1	87.95	15.51	40.66
1045	swinv2_small_window8_256	256	18.89	52.909	1	49.73	11.58	40.14
1046	dm_nfnet_f0	256	18.8	53.19	1	71.49	12.62	18.05
1047	efficientnet_b5	448	18.77	53.255	1	30.39	9.59	93.56
1048	coatnet_rmlp_2_rw_224	224	18.74	53.333	1	73.88	15.18	54.78
1049	volo_d3_224	224	18.72	53.399	1	86.33	20.78	60.09
1050	resnet200	288	18.7	53.473	1	64.67	24.91	53.21
1051	wide_resnet50_2	288	18.69	53.49	1	68.88	18.89	23.81
1052	vit_base_r50_s16_224	224	18.49	54.07	1	97.89	21.66	35.28
1053	coatnet_2_224	224	18.28	54.691	1	74.68	16.5	52.67
1054	hrnet_w32	224	18.26	54.761	1	41.23	8.97	22.02
1055	swinv2_cr_base_ns_224	224	18.25	54.78	1	87.88	15.86	59.66
1056	vit_relpos_base_patch16_plus_240	240	18.21	54.9	1	117.38	27.3	34.33
1057	swinv2_cr_base_224	224	18.2	54.931	1	87.88	15.86	59.66
1058	focalnet_base_srf	224	18.18	54.982	1	88.15	15.28	35.01
1059	ecaresnet200d	256	18.17	55.035	1	64.69	20.0	43.15
1060	repvgg_b2	224	18.08	55.29	1	89.02	20.45	12.9
1061	tiny_vit_21m_384	384	17.98	55.611	1	21.23	13.77	77.83
1062	efficientnetv2_m	416	17.86	55.989	1	54.14	18.6	67.5
1063	hrnet_w40	224	17.79	56.196	1	57.56	12.75	25.29
1064	coat_small	224	17.62	56.75	1	21.69	12.61	44.25
1065	vit_large_patch32_224	224	17.61	56.779	1	305.51	15.39	13.3
1066	hgnetv2_b6	288	17.56	56.947	1	75.26	27.9	35.09
1067	seresnext101_32x8d	288	17.5	57.125	1	93.57	27.24	51.63
1068	tf_efficientnet_b5	456	17.4	57.469	1	30.39	10.46	98.86
1069	seresnet152d	320	17.32	57.723	1	66.84	24.09	47.72
1070	vitamin_base_224	224	17.29	57.813	1	87.72	22.68	52.77
1071	convformer_m36	224	17.26	57.916	1	57.05	12.89	42.05
1072	hgnet_base	288	17.24	58.0	1	71.58	41.55	25.57
1073	seresnext101d_32x8d	288	17.24	57.996	1	93.59	27.64	52.95
1074	swin_base_patch4_window7_224	224	17.24	57.978	1	87.77	15.47	36.63
1075	resnet200d	320	17.21	58.078	1	64.69	31.25	67.33
1076	hrnet_w44	224	17.11	58.441	1	67.06	14.94	26.92
1077	focalnet_base_lrf	224	17.04	58.67	1	88.75	15.43	38.13
1078	resnetrs200	256	16.99	58.853	1	93.21	20.18	43.42
1079	eca_nfnet_l1	320	16.96	58.934	1	41.41	14.92	34.42
1080	hrnet_w48	224	16.96	58.95	1	77.47	17.34	28.56
1081	xcit_small_24_p16_384	384	16.95	58.995	1	47.67	26.72	68.58
1082	resnetv2_101x1_bit	224	16.93	59.048	1	44.54	8.04	16.23
1083	resnetrs152	320	16.89	59.196	1	86.62	24.34	48.14
1084	efficientnetv2_rw_m	416	16.83	59.388	1	53.24	21.49	79.62
1085	nf_regnet_b5	456	16.76	59.666	1	49.74	11.7	61.95
1086	seresnextaa101d_32x8d	288	16.71	59.837	1	93.59	28.51	56.44
1087	rdnet_base	224	16.64	60.076	1	87.45	15.4	31.14
1088	repvgg_b3g4	224	16.63	60.126	1	83.83	17.89	15.1
1089	caformer_b36	224	16.58	60.287	1	98.75	23.22	67.3
1090	pvt_v2_b5	224	16.49	60.633	1	81.96	11.76	50.92
1091	cait_xxs24_384	384	16.46	60.75	1	12.03	9.63	122.66
1092	levit_512_s8	224	16.29	61.358	1	74.05	21.82	52.28
1093	seresnet200d	256	16.26	61.47	1	71.86	20.01	43.15
1094	wide_resnet101_2	176	16.11	62.057	1	126.89	14.31	13.18
1095	ecaresnet200d	288	16.1	62.085	1	64.69	25.31	54.59
1096	crossvit_18_dagger_408	408	16.07	62.198	1	44.61	32.47	124.87
1097	hrnet_w48_ssld	224	15.98	62.552	1	77.47	17.34	28.56
1098	levit_conv_512_s8	224	15.95	62.68	1	74.05	21.82	52.28
1099	pvt_v2_b4	224	15.87	63.01	1	62.56	10.14	53.74
1100	sequencer2d_s	224	15.87	63.013	1	27.65	4.96	11.31
1101	swinv2_small_window16_256	256	15.65	63.865	1	49.73	12.82	66.29
1102	tf_efficientnetv2_m	480	15.22	65.703	1	54.14	24.76	89.84
1103	vit_so150m_patch16_reg4_gap_256	256	15.19	65.83	1	134.13	36.75	53.21
1104	xcit_tiny_24_p8_384	384	15.06	66.387	1	12.11	27.05	132.95
1105	gcvit_base	224	15.03	66.505	1	90.32	14.87	55.48
1106	nextvit_large	384	14.94	66.911	1	57.87	32.03	90.76
1107	resnetv2_50x1_bit	448	14.94	66.918	1	25.55	16.62	44.46
1108	convnext_base	288	14.89	67.143	1	88.59	25.43	47.53
1109	convnext_large	224	14.84	67.358	1	197.77	34.4	43.13
1110	vit_so150m_patch16_reg4_map_256	256	14.81	67.502	1	141.48	37.18	53.68
1111	tresnet_l	448	14.68	68.089	1	55.99	43.59	47.56
1112	swinv2_base_window8_256	256	14.67	68.146	1	87.92	20.37	52.59
1113	seresnet200d	288	14.54	68.758	1	71.86	25.32	54.6
1114	wide_resnet101_2	224	14.36	69.613	1	126.89	22.8	21.23
1115	regnety_160	384	14.21	70.348	1	83.59	46.87	67.67
1116	resnetrs200	320	13.94	71.74	1	93.21	31.51	67.81
1117	xcit_small_24_p8_224	224	13.94	71.707	1	47.63	35.81	90.78
1118	seresnextaa101d_32x8d	320	13.92	71.842	1	93.59	35.19	69.67
1119	halonet_h1	256	13.84	72.256	1	8.1	3.0	51.17
1120	maxxvitv2_rmlp_base_rw_224	224	13.8	72.456	1	116.09	24.2	62.77
1121	convnextv2_large	224	13.73	72.793	1	197.96	34.4	43.13
1122	convmixer_1536_20	224	13.52	73.944	1	51.63	48.68	33.03
1123	convnextv2_base	288	13.48	74.189	1	88.72	25.43	47.53
1124	xcit_large_24_p16_224	224	13.4	74.599	1	189.1	35.86	47.27
1125	regnety_320	224	13.37	74.754	1	145.05	32.34	30.26
1126	convformer_s36	384	13.27	75.368	1	40.01	22.54	89.62
1127	hrnet_w48_ssld	288	13.15	76.002	1	77.47	28.66	47.21
1128	vit_mediumd_patch16_reg4_gap_384	384	13.02	76.816	1	64.27	43.67	113.51
1129	densenet264d	224	12.85	77.785	1	72.74	13.57	14.0
1130	convformer_b36	224	12.72	78.579	1	99.88	22.69	56.06
1131	resnetrs270	256	12.68	78.863	1	129.86	27.06	55.84
1132	swinv2_large_window12_192	192	12.58	79.45	1	228.77	26.17	56.53
1133	senet154	224	12.54	79.75	1	115.09	20.77	38.69
1134	convnext_large_mlp	256	12.5	80.005	1	200.13	44.94	56.33
1135	legacy_senet154	224	12.46	80.273	1	115.09	20.77	38.69
1136	sequencer2d_m	224	12.45	80.32	1	38.31	6.55	14.26
1137	caformer_s36	384	12.33	81.111	1	39.3	26.08	150.33
1138	repvgg_b3	224	12.3	81.31	1	123.09	29.16	15.1
1139	convnext_base	320	12.28	81.433	1	88.59	31.39	58.68
1140	vit_betwixt_patch16_reg4_gap_384	384	12.26	81.549	1	60.6	39.71	85.28
1141	resnest200e	320	12.23	81.771	1	70.2	35.69	82.78
1142	vit_large_r50_s32_224	224	12.2	81.984	1	328.99	19.58	24.41
1143	davit_large	224	12.17	82.125	1	196.81	34.6	60.99
1144	eca_nfnet_l2	320	12.15	82.312	1	56.72	20.95	47.43
1145	hiera_large_224	224	12.15	82.309	1	213.74	40.34	83.37
1146	inception_next_base	384	12.09	82.668	1	86.67	43.64	75.48
1147	efficientvit_l3	224	12.04	83.006	1	246.04	27.62	39.16
1148	hrnet_w64	224	11.98	83.453	1	128.06	28.97	35.09
1149	swinv2_cr_large_224	224	11.95	83.698	1	196.68	35.1	78.42
1150	convnext_base	384	11.93	83.813	1	88.59	45.21	84.49
1151	vit_small_patch14_dinov2	518	11.91	83.943	1	22.06	46.76	198.79
1152	seresnet269d	256	11.85	84.4	1	113.67	26.59	53.6
1153	vit_small_patch14_reg4_dinov2	518	11.8	84.751	1	22.06	46.95	199.77
1154	volo_d4_224	224	11.77	84.966	1	192.96	44.34	80.22
1155	swin_large_patch4_window7_224	224	11.62	86.078	1	196.53	34.53	54.94
1156	dm_nfnet_f1	224	11.52	86.756	1	132.63	17.87	22.94
1157	maxvit_rmlp_base_rw_224	224	11.49	87.018	1	116.14	23.15	92.64
1158	vit_base_patch16_18x2_224	224	11.46	87.257	1	256.73	52.51	71.38
1159	nfnet_f1	224	11.39	87.745	1	132.63	17.87	22.94
1160	vit_base_patch16_siglip_gap_384	384	11.37	87.936	1	86.09	55.43	101.3
1161	deit_base_distilled_patch16_384	384	11.35	88.072	1	87.63	55.65	101.82
1162	swinv2_base_window12to16_192to256	256	11.33	88.242	1	87.92	22.02	84.71
1163	tf_efficientnetv2_l	384	11.33	88.232	1	118.52	36.1	101.16
1164	efficientnetv2_l	384	11.31	88.404	1	118.52	36.1	101.16
1165	swinv2_base_window16_256	256	11.31	88.41	1	87.92	22.02	84.71
1166	cait_xxs36_384	384	11.29	88.568	1	17.37	14.35	183.7
1167	efficientvit_l3	256	11.28	88.634	1	246.04	36.06	50.98
1168	deit3_base_patch16_384	384	11.27	88.711	1	86.88	55.54	101.56
1169	pnasnet5large	331	11.25	88.888	1	86.06	25.04	92.89
1170	vit_base_patch16_siglip_384	384	11.24	88.971	1	93.18	56.12	102.2
1171	swinv2_cr_tiny_384	384	11.16	89.625	1	28.33	15.34	161.01
1172	deit_base_patch16_384	384	11.12	89.907	1	86.86	55.54	101.56
1173	maxvit_base_tf_224	224	11.03	90.659	1	119.47	24.04	95.01
1174	vit_base_patch16_384	384	11.0	90.869	1	86.86	55.54	101.56
1175	vit_base_patch16_clip_384	384	10.99	90.939	1	86.86	55.54	101.56
1176	ecaresnet269d	320	10.97	91.108	1	102.09	41.53	83.69
1177	cait_xs24_384	384	10.89	91.815	1	26.67	19.28	183.98
1178	seresnet269d	288	10.88	91.91	1	113.67	33.65	67.81
1179	coat_lite_medium_384	384	10.81	92.453	1	44.57	28.73	116.7
1180	convnext_large	288	10.6	94.326	1	197.77	56.87	71.29
1181	mixer_l16_224	224	10.5	95.198	1	208.2	44.6	41.69
1182	maxvit_tiny_tf_384	384	10.45	95.712	1	30.98	17.53	123.42
1183	volo_d2_384	384	10.43	95.885	1	58.87	46.17	184.51
1184	tresnet_xl	448	10.39	96.26	1	78.44	60.77	61.31
1185	convnextv2_base	384	10.38	96.284	1	88.72	45.21	84.49
1186	resnext101_32x16d	224	10.37	96.373	1	194.03	36.27	51.18
1187	xcit_medium_24_p16_384	384	10.37	96.422	1	84.4	47.39	91.64
1188	eca_nfnet_l2	384	10.31	96.967	1	56.72	30.05	68.28
1189	xcit_small_12_p8_384	384	10.12	98.757	1	26.21	54.92	138.29
1190	tf_efficientnet_b6	528	10.1	99.042	1	43.04	19.4	167.39
1191	ecaresnet269d	352	10.06	99.39	1	102.09	50.25	101.25
1192	coatnet_3_rw_224	224	10.0	100.017	1	181.81	33.44	73.83
1193	resnetv2_101x1_bit	448	9.96	100.363	1	44.54	31.65	64.93
1194	beit_base_patch16_384	384	9.75	102.524	1	86.74	55.54	101.56
1195	convnextv2_large	288	9.74	102.618	1	197.96	56.87	71.29
1196	coatnet_3_224	224	9.56	104.565	1	166.97	36.56	79.01
1197	coatnet_rmlp_3_rw_224	224	9.42	106.158	1	165.15	33.56	79.47
1198	dm_nfnet_f1	320	9.37	106.668	1	132.63	35.97	46.77
1199	resnetrs270	352	9.37	106.68	1	129.86	51.13	105.48
1200	efficientnet_b6	528	9.3	107.544	1	43.04	19.4	167.39
1201	nfnet_f1	320	9.3	107.465	1	132.63	35.97	46.77
1202	vgg11	224	9.29	107.646	1	132.86	7.61	7.44
1203	vgg11_bn	224	9.23	108.31	1	132.87	7.62	7.44
1204	resnetrs350	288	9.0	111.133	1	163.96	43.67	87.09
1205	maxxvitv2_rmlp_large_rw_224	224	8.97	111.495	1	215.42	44.14	87.15
1206	eca_nfnet_l3	352	8.9	112.389	1	72.04	32.57	73.12
1207	vgg13_bn	224	8.86	112.806	1	133.05	11.33	12.25
1208	vgg13	224	8.83	113.264	1	133.05	11.31	12.25
1209	efficientvit_l3	320	8.79	113.701	1	246.04	56.32	79.34
1210	resnet50x16_clip_gap	384	8.68	115.129	1	136.2	70.32	100.64
1211	tf_efficientnetv2_l	480	8.62	115.963	1	118.52	56.4	157.99
1212	efficientnetv2_l	480	8.57	116.617	1	118.52	56.4	157.99
1213	caformer_m36	384	8.52	117.372	1	56.2	42.11	196.35
1214	vgg16	224	8.48	117.85	1	138.36	15.47	13.56
1215	vgg16_bn	224	8.46	118.228	1	138.37	15.5	13.56
1216	xcit_medium_24_p8_224	224	8.45	118.342	1	84.32	63.53	121.23
1217	rdnet_large	224	8.33	120.029	1	186.27	34.74	46.67
1218	resnet50x16_clip	384	8.33	120.08	1	167.33	74.9	103.54
1219	nasnetalarge	331	8.32	120.143	1	88.75	23.89	90.56
1220	convformer_m36	384	8.26	121.005	1	57.05	37.87	123.56
1221	vgg19	224	8.22	121.627	1	143.67	19.63	14.86
1222	vgg19_bn	224	8.17	122.35	1	143.68	19.66	14.86
1223	vit_base_patch8_224	224	8.12	123.15	1	86.58	78.22	161.69
1224	convnext_large_mlp	320	7.99	125.216	1	200.13	70.21	88.02
1225	vit_base_r50_s16_384	384	7.91	126.378	1	98.95	67.43	135.03
1226	volo_d5_224	224	7.87	127.129	1	295.46	72.4	118.11
1227	vit_large_patch32_384	384	7.85	127.363	1	306.63	45.31	43.86
1228	sequencer2d_l	224	7.84	127.533	1	54.3	9.74	22.12
1229	mvitv2_large	224	7.81	128.04	1	217.99	43.87	112.02
1230	tf_efficientnetv2_xl	384	7.8	128.223	1	208.12	52.81	139.2
1231	efficientnetv2_xl	384	7.76	128.885	1	208.12	52.81	139.2
1232	seresnextaa201d_32x8d	320	7.61	131.424	1	149.39	70.22	138.71
1233	repvgg_d2se	320	7.53	132.811	1	133.33	74.57	46.82
1234	resmlp_big_24_224	224	7.43	134.501	1	129.14	100.23	87.31
1235	maxvit_small_tf_384	384	7.42	134.741	1	69.02	35.87	183.65
1236	regnety_320	384	7.4	135.151	1	145.05	95.0	88.87
1237	nfnet_f2	256	7.39	135.253	1	193.78	33.76	41.85
1238	dm_nfnet_f2	256	7.38	135.503	1	193.78	33.76	41.85
1239	swinv2_large_window12to16_192to256	256	7.38	135.529	1	196.74	47.81	121.53
1240	cait_s24_384	384	7.33	136.424	1	47.06	32.17	245.31
1241	mvitv2_large_cls	224	7.22	138.516	1	234.58	42.17	111.69
1242	maxvit_large_tf_224	224	7.17	139.391	1	211.79	43.68	127.35
1243	resnest269e	416	7.14	140.099	1	110.93	77.69	171.98
1244	deit3_large_patch16_224	224	7.1	140.766	1	304.37	61.6	63.52
1245	convnext_xlarge	224	7.09	140.941	1	350.2	60.98	57.5
1246	eca_nfnet_l3	448	7.06	141.587	1	72.04	52.55	118.4
1247	eva_large_patch14_196	196	7.05	141.766	1	304.14	61.57	63.52
1248	vit_large_patch16_224	224	7.04	141.995	1	304.33	61.6	63.52
1249	vit_so400m_patch14_siglip_gap_224	224	7.02	142.493	1	412.44	109.57	106.13
1250	efficientvit_l3	384	7.0	142.789	1	246.04	81.08	114.02
1251	vit_so400m_patch14_siglip_224	224	6.92	144.563	1	427.68	110.26	106.73
1252	beit_large_patch16_224	224	6.89	145.132	1	304.43	61.6	63.52
1253	resnetrs420	320	6.89	145.155	1	191.89	64.2	126.56
1254	coatnet_rmlp_2_rw_384	384	6.88	145.305	1	73.88	47.69	209.43
1255	beitv2_large_patch16_224	224	6.81	146.829	1	304.43	61.6	63.52
1256	flexivit_large	240	6.75	148.061	1	304.36	70.99	75.39
1257	resnetrs350	384	6.72	148.693	1	163.96	77.59	154.74
1258	tiny_vit_21m_512	512	6.69	149.476	1	21.27	27.02	177.93
1259	regnety_640	224	6.62	151.153	1	281.38	64.16	42.5
1260	convnext_large_mlp	384	6.22	160.853	1	200.13	101.11	126.74
1261	convnext_large	384	6.18	161.678	1	197.77	101.1	126.74
1262	maxvit_tiny_tf_512	512	6.18	161.718	1	31.05	33.49	257.59
1263	vit_base_patch16_siglip_gap_512	512	6.16	162.429	1	86.43	107.0	246.15
1264	vit_base_patch16_siglip_512	512	6.07	164.62	1	93.52	108.22	247.74
1265	swinv2_cr_small_384	384	6.06	165.106	1	49.7	29.7	298.03
1266	vit_large_patch16_siglip_256	256	6.05	165.378	1	315.96	81.34	88.88
1267	vit_large_patch16_siglip_gap_256	256	6.05	165.228	1	303.36	80.8	88.34
1268	caformer_b36	384	6.03	165.848	1	98.75	72.33	261.79
1269	convformer_b36	384	6.02	166.077	1	99.88	66.67	164.75
1270	tf_efficientnet_b7	600	5.99	166.816	1	66.35	38.33	289.94
1271	nfnet_f2	352	5.93	168.761	1	193.78	63.22	79.06
1272	vit_large_patch14_224	224	5.93	168.491	1	304.2	81.08	88.79
1273	vit_large_patch14_clip_224	224	5.91	169.122	1	304.2	81.08	88.79
1274	vit_large_patch14_clip_quickgelu_224	224	5.9	169.496	1	303.97	81.08	88.79
1275	dm_nfnet_f2	352	5.88	170.031	1	193.78	63.22	79.06
1276	davit_huge	224	5.84	171.147	1	348.92	61.23	81.32
1277	eva02_base_patch14_448	448	5.73	174.651	1	87.12	107.11	259.14
1278	volo_d3_448	448	5.72	174.72	1	86.63	96.33	446.83
1279	vit_large_patch14_xp_224	224	5.68	175.996	1	304.06	81.01	88.79
1280	resnetv2_152x2_bit	224	5.66	176.636	1	236.34	46.95	45.11
1281	maxxvitv2_rmlp_base_rw_384	384	5.61	178.328	1	116.09	72.98	213.74
1282	eva02_large_patch14_224	224	5.59	178.843	1	303.27	81.15	97.2
1283	xcit_large_24_p16_384	384	5.58	179.303	1	189.1	105.35	137.17
1284	eva02_large_patch14_clip_224	224	5.57	179.623	1	304.11	81.18	97.2
1285	convnextv2_large	384	5.56	179.883	1	197.96	101.1	126.74
1286	efficientnet_b7	600	5.52	181.092	1	66.35	38.33	289.94
1287	seresnextaa201d_32x8d	384	5.43	183.998	1	149.39	101.11	199.72
1288	xcit_small_24_p8_384	384	5.41	184.801	1	47.63	105.24	265.91
1289	coatnet_4_224	224	5.4	185.083	1	275.43	62.48	129.26
1290	convnext_xlarge	288	5.4	185.103	1	350.2	100.8	95.05
1291	focalnet_large_fl3	384	5.39	185.552	1	239.13	105.06	168.04
1292	efficientnetv2_xl	512	5.36	186.546	1	208.12	93.85	247.32
1293	tf_efficientnetv2_xl	512	5.33	187.548	1	208.12	93.85	247.32
1294	vit_large_r50_s32_384	384	5.33	187.657	1	329.09	57.43	76.52
1295	resnetrs420	416	5.1	195.875	1	191.89	108.45	213.79
1296	maxvit_rmlp_base_rw_384	384	5.06	197.69	1	116.14	70.97	318.95
1297	cait_s36_384	384	4.97	201.009	1	68.37	47.99	367.4
1298	dm_nfnet_f3	320	4.95	201.925	1	254.92	68.77	83.93
1299	nfnet_f3	320	4.91	203.587	1	254.92	68.77	83.93
1300	sam2_hiera_tiny	896	4.84	206.772	1	26.85	99.86	384.63
1301	focalnet_large_fl4	384	4.83	206.841	1	239.32	105.2	181.78
1302	resnetv2_50x3_bit	224	4.67	214.048	1	217.32	37.06	33.34
1303	swinv2_cr_base_384	384	4.65	215.074	1	87.88	50.57	333.68
1304	swin_base_patch4_window12_384	384	4.64	215.585	1	87.9	47.19	134.78
1305	vit_base_patch14_dinov2	518	4.52	221.304	1	86.58	151.71	397.58
1306	xcit_large_24_p8_224	224	4.51	221.497	1	188.93	141.23	181.56
1307	vit_base_patch14_reg4_dinov2	518	4.47	223.826	1	86.58	152.25	399.53
1308	vitamin_large2_224	224	4.35	230.086	1	333.58	75.05	112.83
1309	vitamin_large_224	224	4.31	232.245	1	333.32	75.05	112.83
1310	maxvit_base_tf_384	384	4.15	240.709	1	119.65	73.8	332.9
1311	maxvit_xlarge_tf_224	224	4.13	242.143	1	506.99	97.52	191.04
1312	sam2_hiera_small	896	4.05	246.841	1	33.95	123.99	442.63
1313	swinv2_cr_huge_224	224	4.04	247.411	1	657.83	115.97	121.08
1314	dm_nfnet_f3	416	3.93	254.65	1	254.92	115.58	141.78
1315	nfnet_f3	416	3.9	256.503	1	254.92	115.58	141.78
1316	resnext101_32x32d	224	3.88	257.499	1	468.53	87.29	91.12
1317	convnextv2_huge	224	3.79	263.535	1	660.29	115.0	79.07
1318	maxvit_small_tf_512	512	3.77	265.289	1	69.13	67.26	383.77
1319	regnety_640	384	3.5	285.87	1	281.38	188.47	124.83
1320	hiera_huge_224	224	3.46	288.977	1	672.78	124.85	150.95
1321	dm_nfnet_f4	384	3.43	291.492	1	316.07	122.14	147.57
1322	nfnet_f4	384	3.41	293.188	1	316.07	122.14	147.57
1323	xcit_medium_24_p8_384	384	3.41	293.093	1	84.32	186.67	354.73
1324	efficientnet_b8	672	3.4	294.249	1	87.41	63.48	442.89
1325	convnext_xlarge	384	3.35	298.31	1	350.2	179.2	168.99
1326	tf_efficientnet_b8	672	3.25	307.835	1	87.41	63.48	442.89
1327	volo_d4_448	448	3.24	308.298	1	193.41	197.13	527.35
1328	mvitv2_huge_cls	224	3.22	310.451	1	694.8	120.67	243.63
1329	swinv2_base_window12to24_192to384	384	3.2	312.151	1	87.92	55.25	280.36
1330	vit_large_patch16_siglip_gap_384	384	3.12	320.663	1	303.69	190.85	269.55
1331	resnetv2_152x2_bit	384	3.09	323.865	1	236.34	136.16	132.56
1332	vit_large_patch16_siglip_384	384	3.09	323.531	1	316.28	192.07	270.75
1333	swinv2_cr_large_384	384	3.08	324.559	1	196.68	108.96	404.96
1334	vit_large_patch14_clip_quickgelu_336	336	3.08	324.978	1	304.29	191.11	270.24
1335	deit3_large_patch16_384	384	3.07	325.832	1	304.76	191.21	270.24
1336	swin_large_patch4_window12_384	384	3.07	326.135	1	196.74	104.08	202.16
1337	vit_large_patch14_clip_336	336	3.06	326.627	1	304.53	191.11	270.24
1338	vit_large_patch16_384	384	3.06	327.075	1	304.72	191.21	270.24
1339	eva_large_patch14_336	336	3.05	327.44	1	304.53	191.1	270.24
1340	resnetv2_101x3_bit	224	3.05	327.405	1	387.93	71.23	48.7
1341	vitamin_large_256	256	2.97	336.409	1	333.38	99.0	154.99
1342	eva02_large_patch14_clip_336	336	2.96	338.131	1	304.43	191.34	289.13
1343	vitamin_large2_256	256	2.95	339.37	1	333.64	99.0	154.99
1344	vit_huge_patch14_gap_224	224	2.91	344.196	1	630.76	166.73	138.74
1345	vitamin_xlarge_256	256	2.89	346.39	1	436.06	130.13	177.37
1346	deit3_huge_patch14_224	224	2.86	350.235	1	632.13	167.4	139.41
1347	vit_huge_patch14_clip_quickgelu_224	224	2.86	349.77	1	632.08	167.4	139.41
1348	vit_huge_patch14_xp_224	224	2.85	350.634	1	631.8	167.3	139.41
1349	convnextv2_huge	288	2.84	351.627	1	660.29	190.1	130.7
1350	vit_huge_patch14_224	224	2.82	354.377	1	630.76	167.4	139.41
1351	vit_huge_patch14_clip_224	224	2.82	354.323	1	632.05	167.4	139.41
1352	focalnet_xlarge_fl3	384	2.74	365.312	1	408.79	185.61	223.99
1353	rdnet_large	384	2.73	366.431	1	186.27	102.09	137.13
1354	focalnet_xlarge_fl4	384	2.71	368.544	1	409.03	185.79	242.31
1355	beit_large_patch16_384	384	2.68	372.56	1	305.0	191.21	270.24
1356	vit_giant_patch16_gap_224	224	2.67	374.898	1	1011.37	202.46	139.26
1357	focalnet_huge_fl3	224	2.66	376.461	1	745.28	118.26	104.8
1358	focalnet_huge_fl4	224	2.66	375.445	1	686.46	118.9	113.34
1359	maxvit_large_tf_384	384	2.66	375.382	1	212.03	132.55	445.84
1360	nfnet_f5	416	2.65	376.958	1	377.21	170.71	204.56
1361	dm_nfnet_f5	416	2.61	382.719	1	377.21	170.71	204.56
1362	regnety_1280	224	2.59	386.67	1	644.81	127.66	71.58
1363	resnetv2_152x2_bit	448	2.59	386.55	1	236.34	184.99	180.43
1364	davit_base_fl	768	2.54	394.288	1	90.37	190.32	530.15
1365	resnet50x64_clip_gap	448	2.54	393.711	1	365.03	253.96	233.22
1366	coatnet_5_224	224	2.53	395.688	1	687.47	145.49	194.24
1367	resnetv2_50x3_bit	448	2.52	397.155	1	217.32	145.7	133.37
1368	convnext_xxlarge	256	2.51	397.633	1	846.47	198.09	124.45
1369	dm_nfnet_f4	512	2.47	405.436	1	316.07	216.26	262.26
1370	nfnet_f4	512	2.46	405.746	1	316.07	216.26	262.26
1371	resnet50x64_clip	448	2.45	407.97	1	420.38	265.02	239.13
1372	sam2_hiera_base_plus	896	2.28	437.683	1	68.68	227.48	828.88
1373	vit_giant_patch14_224	224	2.23	448.178	1	1012.61	267.18	192.64
1374	vit_giant_patch14_clip_224	224	2.23	448.488	1	1012.65	267.18	192.64
1375	eva_giant_patch14_224	224	2.22	450.784	1	1012.56	267.18	192.64
1376	eva_giant_patch14_clip_224	224	2.22	449.564	1	1012.59	267.18	192.64
1377	maxvit_base_tf_512	512	2.22	449.687	1	119.88	138.02	703.99
1378	swinv2_large_window12to24_192to384	384	2.09	478.133	1	196.74	116.15	407.83
1379	nfnet_f6	448	2.08	481.295	1	438.36	229.7	273.62
1380	dm_nfnet_f6	448	2.07	484.134	1	438.36	229.7	273.62
1381	volo_d5_448	448	2.05	486.854	1	295.91	315.06	737.92
1382	vit_so400m_patch14_siglip_gap_384	384	2.04	490.133	1	412.99	333.46	451.19
1383	vit_so400m_patch14_siglip_384	384	2.03	492.881	1	428.23	335.4	452.89
1384	vitamin_large2_336	336	1.99	502.882	1	333.83	175.72	307.47
1385	vitamin_large_336	336	1.97	507.694	1	333.57	175.72	307.47
1386	davit_giant	224	1.93	517.662	1	1406.47	192.92	153.06
1387	dm_nfnet_f5	544	1.87	535.5	1	377.21	290.97	349.71
1388	nfnet_f5	544	1.84	542.033	1	377.21	290.97	349.71
1389	eva02_large_patch14_448	448	1.79	559.708	1	305.08	362.33	689.95
1390	cait_m36_384	384	1.77	566.081	1	271.22	173.11	734.81
1391	convnextv2_huge	384	1.77	565.32	1	660.29	337.96	232.35
1392	nfnet_f7	480	1.73	577.613	1	499.5	300.08	355.86
1393	xcit_large_24_p8_384	384	1.73	579.168	1	188.93	415.0	531.82
1394	tf_efficientnet_l2	475	1.68	594.956	1	480.31	172.11	609.89
1395	vitamin_xlarge_336	336	1.67	597.981	1	436.06	230.18	347.33
1396	vit_huge_patch14_clip_336	336	1.65	604.321	1	632.46	390.97	407.54
1397	vitamin_large2_384	384	1.6	626.786	1	333.97	234.44	440.16
1398	maxvit_xlarge_tf_384	384	1.59	627.883	1	475.32	292.78	668.76
1399	vitamin_large_384	384	1.59	629.157	1	333.71	234.44	440.16
1400	regnety_1280	384	1.58	633.28	1	644.81	374.99	210.2
1401	resnetv2_101x3_bit	448	1.57	635.087	1	387.93	280.33	194.78
1402	vit_so400m_patch14_siglip_gap_448	448	1.52	659.739	1	413.33	487.18	764.26
1403	volo_d5_512	512	1.52	658.657	1	296.09	425.09	1105.37
1404	vit_large_patch14_dinov2	518	1.5	668.176	1	304.37	507.15	1058.82
1405	dm_nfnet_f6	576	1.49	670.137	1	438.36	378.69	452.2
1406	nfnet_f6	576	1.48	676.503	1	438.36	378.69	452.2
1407	vit_large_patch14_reg4_dinov2	518	1.48	674.657	1	304.37	508.9	1064.02
1408	beit_large_patch16_512	512	1.43	700.682	1	305.67	362.24	656.39
1409	vit_huge_patch14_clip_378	378	1.34	745.367	1	632.68	503.79	572.79
1410	vit_huge_patch14_clip_quickgelu_378	378	1.34	744.209	1	632.68	503.79	572.79
1411	vit_gigantic_patch14_clip_224	224	1.26	792.869	1	1844.91	483.96	275.37
1412	vit_huge_patch16_gap_448	448	1.26	792.181	1	631.67	544.7	636.83
1413	swinv2_cr_giant_224	224	1.25	799.001	1	2598.76	483.85	309.15
1414	swinv2_cr_huge_384	384	1.25	802.044	1	657.94	352.04	583.18
1415	vit_gigantic_patch14_224	224	1.25	797.556	1	1844.44	483.95	275.37
1416	nfnet_f7	608	1.21	825.686	1	499.5	480.39	570.85
1417	resnetv2_152x4_bit	224	1.15	870.095	1	936.53	186.9	90.22
1418	convnextv2_huge	512	1.11	898.321	1	660.29	600.81	413.07
1419	eva_giant_patch14_336	336	1.07	931.905	1	1013.01	620.64	550.67
1420	davit_huge_fl	768	0.82	1222.73	1	360.64	744.84	1060.3
1421	maxvit_xlarge_tf_512	512	0.82	1224.526	1	475.77	534.14	1413.22
1422	samvit_base_patch16	1024	0.8	1252.765	1	89.67	486.43	1343.27
1423	regnety_2560	384	0.72	1397.042	1	1282.6	747.83	296.49
1424	cait_m48_448	448	0.7	1431.241	1	356.46	329.41	1708.23
1425	sam2_hiera_large	1024	0.7	1429.016	1	212.15	907.48	2190.34
1426	efficientnet_l2	800	0.59	1701.073	1	480.31	479.12	1707.39
1427	tf_efficientnet_l2	800	0.59	1687.246	1	480.31	479.12	1707.39
1428	resnetv2_152x4_bit	480	0.56	1780.62	1	936.53	844.84	414.26
1429	eva_giant_patch14_560	560	0.47	2137.135	1	1014.45	1906.76	2577.17
1430	vit_giant_patch14_dinov2	518	0.46	2152.578	1	1136.48	1784.2	2757.89
1431	vit_giant_patch14_reg4_dinov2	518	0.46	2172.897	1	1136.48	1790.08	2771.21
1432	eva02_enormous_patch14_clip_224	224	0.45	2211.904	1	4350.56	1132.46	497.58
1433	swinv2_cr_giant_384	384	0.37	2667.378	1	2598.76	1450.71	1394.86
1434	samvit_large_patch16	1024	0.33	3039.952	1	308.28	1493.86	2553.78
1435	vit_so400m_patch14_siglip_gap_896	896	0.28	3633.38	1	416.87	2731.49	8492.88
1436	samvit_huge_patch16	1024	0.22	4556.317	1	637.03	2982.23	3428.16