pytorch-image-models/results/benchmark-infer-amp-nchw-pt240-cu124-rtx3090.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	109337.21	9.356	1024	0.37	0.04	0.48
3	test_byobnet	160	82185.02	12.45	1024	0.46	0.03	0.43
4	test_efficientnet	160	76411.59	13.392	1024	0.36	0.06	0.55
5	tinynet_e	106	53275.73	19.211	1024	2.04	0.03	0.69
6	mobilenetv3_small_050	224	47496.52	21.55	1024	1.59	0.03	0.92
7	lcnet_035	224	42719.32	23.961	1024	1.64	0.03	1.04
8	lcnet_050	224	38393.43	26.662	1024	1.88	0.05	1.26
9	mobilenetv3_small_075	224	34935.91	29.301	1024	2.04	0.05	1.3
10	efficientvit_m0	224	32556.1	31.443	1024	2.35	0.08	0.91
11	mobilenetv3_small_100	224	31410.96	32.59	1024	2.54	0.06	1.42
12	tf_mobilenetv3_small_minimal_100	224	29476.16	34.73	1024	2.04	0.06	1.41
13	tinynet_d	152	29431.12	34.783	1024	2.34	0.05	1.42
14	tf_mobilenetv3_small_075	224	28685.83	35.688	1024	2.04	0.05	1.3
15	tf_mobilenetv3_small_100	224	26229.43	39.03	1024	2.54	0.06	1.42
16	efficientvit_m1	224	25342.72	40.397	1024	2.98	0.17	1.33
17	lcnet_075	224	24815.53	41.255	1024	2.36	0.1	1.99
18	efficientvit_m2	224	22234.8	46.044	1024	4.19	0.2	1.47
19	mobilenetv4_conv_small	224	21980.64	46.577	1024	3.77	0.19	1.97
20	mnasnet_small	224	21439.71	47.752	1024	2.03	0.07	2.16
21	levit_128s	224	21017.47	48.711	1024	7.78	0.31	1.88
22	lcnet_100	224	20320.08	50.384	1024	2.95	0.16	2.52
23	mobilenetv4_conv_small	256	19758.75	51.816	1024	3.77	0.25	2.57
24	regnetx_002	224	19130.47	53.516	1024	2.68	0.2	2.16
25	efficientvit_m3	224	19121.62	53.542	1024	6.9	0.27	1.62
26	mobilenetv2_035	224	19047.74	53.75	1024	1.68	0.07	2.86
27	resnet10t	176	19017.0	53.837	1024	5.44	0.7	1.51
28	ghostnet_050	224	18326.71	55.865	1024	2.59	0.05	1.77
29	levit_conv_128s	224	17825.2	57.436	1024	7.78	0.31	1.88
30	regnety_002	224	17806.29	57.495	1024	3.16	0.2	2.17
31	efficientvit_m4	224	17783.18	57.573	1024	8.8	0.3	1.7
32	resnet18	160	17690.73	57.874	1024	11.69	0.93	1.27
33	repghostnet_050	224	17490.98	58.535	1024	2.31	0.05	2.02
34	efficientvit_b0	224	16914.4	60.53	1024	3.41	0.1	2.87
35	mnasnet_050	224	16594.59	61.697	1024	2.22	0.11	3.07
36	vit_tiny_r_s16_p8_224	224	16372.59	62.534	1024	6.34	0.44	2.06
37	tinynet_c	184	15537.22	65.896	1024	2.46	0.11	2.87
38	mobilenetv2_050	224	15294.16	66.944	1024	1.97	0.1	3.64
39	pit_ti_224	224	14941.65	68.524	1024	4.85	0.7	6.19
40	pit_ti_distilled_224	224	14919.02	68.627	1024	5.1	0.71	6.23
41	semnasnet_050	224	14881.16	68.802	1024	2.08	0.11	3.44
42	levit_128	224	14392.72	71.137	1024	9.21	0.41	2.71
43	repghostnet_058	224	13974.19	73.268	1024	2.55	0.07	2.59
44	vit_small_patch32_224	224	13132.7	77.963	1024	22.88	1.15	2.5
45	lcnet_150	224	13019.52	78.641	1024	4.5	0.34	3.79
46	cs3darknet_focus_s	256	12823.07	79.845	1024	3.27	0.69	2.7
47	regnetx_004	224	12790.25	80.052	1024	5.16	0.4	3.14
48	levit_conv_128	224	12771.21	80.17	1024	9.21	0.41	2.71
49	mobilenetv3_large_075	224	12600.27	81.258	1024	3.99	0.16	4.0
50	cs3darknet_s	256	12496.47	81.932	1024	3.28	0.72	2.97
51	regnetx_004_tv	224	12440.42	82.303	1024	5.5	0.42	3.17
52	efficientvit_m5	224	12202.57	83.907	1024	12.47	0.53	2.41
53	levit_192	224	12163.42	84.177	1024	10.95	0.66	3.2
54	resnet10t	224	12120.7	84.474	1024	5.44	1.1	2.43
55	gernet_s	224	11872.38	86.241	1024	8.17	0.75	2.65
56	ese_vovnet19b_slim_dw	224	11765.52	87.024	1024	1.9	0.4	5.28
57	hardcorenas_a	224	11423.94	89.627	1024	5.26	0.23	4.38
58	repghostnet_080	224	11343.56	90.261	1024	3.28	0.1	3.22
59	mobilenetv3_rw	224	11309.87	90.531	1024	5.48	0.23	4.41
60	mobilenetv3_large_100	224	11135.72	91.947	1024	5.48	0.23	4.41
61	tf_mobilenetv3_large_075	224	10970.94	93.328	1024	3.99	0.16	4.0
62	mixer_s32_224	224	10941.26	93.581	1024	19.1	1.0	2.28
63	mnasnet_075	224	10916.2	93.796	1024	3.17	0.23	4.77
64	levit_conv_192	224	10869.06	94.202	1024	10.95	0.66	3.2
65	mobilenetv1_100	224	10802.87	94.78	1024	4.23	0.58	5.04
66	tf_mobilenetv3_large_minimal_100	224	10586.88	96.713	1024	3.92	0.22	4.4
67	resnet14t	176	10568.07	96.886	1024	10.08	1.07	3.61
68	mobilenetv1_100h	224	10512.64	97.397	1024	5.28	0.63	5.09
69	hardcorenas_b	224	10474.56	97.751	1024	5.18	0.26	5.09
70	resnet34	160	10402.15	98.431	1024	21.8	1.87	1.91
71	hardcorenas_c	224	10270.04	99.697	1024	5.52	0.28	5.01
72	nf_regnet_b0	192	10246.95	99.922	1024	8.76	0.37	3.15
73	deit_tiny_patch16_224	224	10236.41	100.025	1024	5.72	1.26	5.97
74	vit_tiny_patch16_224	224	10231.54	100.072	1024	5.72	1.26	5.97
75	regnety_004	224	10230.97	100.079	1024	4.34	0.41	3.89
76	deit_tiny_distilled_patch16_224	224	10185.75	100.523	1024	5.91	1.27	6.01
77	regnetx_006	224	10150.71	100.87	1024	6.2	0.61	3.98
78	tinynet_b	188	9883.52	103.596	1024	3.73	0.21	4.44
79	ghostnet_100	224	9881.78	103.616	1024	5.18	0.15	3.55
80	tf_mobilenetv3_large_100	224	9800.29	104.477	1024	5.48	0.23	4.41
81	mnasnet_100	224	9763.25	104.873	1024	4.38	0.33	5.46
82	repghostnet_100	224	9586.17	106.811	1024	4.07	0.15	3.98
83	hardcorenas_d	224	9568.31	107.009	1024	7.5	0.3	4.93
84	tf_efficientnetv2_b0	192	9480.34	108.003	1024	7.14	0.54	3.51
85	mobilenetv2_075	224	9478.95	108.018	1024	2.64	0.22	5.86
86	semnasnet_075	224	9435.3	108.519	1024	2.91	0.23	5.54
87	regnety_006	224	9299.07	110.103	1024	6.06	0.61	4.33
88	resnet18	224	9260.29	110.57	1024	11.69	1.82	2.48
89	pit_xs_224	224	9215.59	111.106	1024	10.62	1.4	7.71
90	pit_xs_distilled_224	224	9179.35	111.544	1024	11.0	1.41	7.76
91	mobilenet_edgetpu_v2_xs	224	9103.13	112.477	1024	4.46	0.7	4.8
92	convnext_atto	224	9094.81	112.582	1024	3.7	0.55	3.81
93	vit_xsmall_patch16_clip_224	224	9084.06	112.715	1024	8.28	1.79	6.65
94	levit_256	224	9041.44	113.246	1024	18.89	1.13	4.23
95	vit_medium_patch32_clip_224	224	9037.75	113.292	1024	39.69	2.0	3.34
96	mobilenetv1_100	256	8925.01	114.724	1024	4.23	0.76	6.59
97	spnasnet_100	224	8850.63	115.688	1024	4.42	0.35	6.03
98	seresnet18	224	8755.08	116.951	1024	11.78	1.82	2.49
99	mobilenetv1_100h	256	8716.6	117.468	1024	5.28	0.82	6.65
100	repghostnet_111	224	8703.6	117.642	1024	4.54	0.18	4.38
101	convnext_atto_ols	224	8634.04	118.591	1024	3.7	0.58	4.11
102	mobilenetv2_100	224	8629.73	118.65	1024	3.5	0.31	6.68
103	semnasnet_100	224	8576.31	119.389	1024	3.89	0.32	6.23
104	legacy_seresnet18	224	8496.1	120.516	1024	11.78	1.82	2.49
105	hgnetv2_b0	224	8489.19	120.614	1024	6.0	0.33	2.12
106	hardcorenas_f	224	8388.5	122.062	1024	8.2	0.35	5.57
107	hardcorenas_e	224	8316.4	123.12	1024	8.07	0.35	5.65
108	edgenext_xx_small	256	8267.32	123.851	1024	1.33	0.26	3.33
109	repvgg_a0	224	8195.29	124.938	1024	9.11	1.52	3.59
110	regnetx_008	224	8145.67	125.701	1024	7.26	0.81	5.15
111	levit_conv_256	224	8113.72	126.196	1024	18.89	1.13	4.23
112	dla46_c	224	8109.77	126.257	1024	1.3	0.58	4.5
113	mobilenetv1_125	224	8097.26	126.453	1024	6.27	0.89	6.3
114	efficientnet_lite0	224	7979.97	128.311	1024	4.65	0.4	6.74
115	convnext_femto	224	7952.03	128.762	1024	5.22	0.79	4.57
116	resnet18d	224	7915.36	129.359	1024	11.71	2.06	3.29
117	ghostnet_130	224	7893.46	129.718	1024	7.36	0.24	4.6
118	mobilevit_xxs	256	7881.37	129.917	1024	1.27	0.42	8.34
119	ese_vovnet19b_slim	224	7874.63	130.029	1024	3.17	1.69	3.52
120	levit_256d	224	7779.0	131.627	1024	26.21	1.4	4.93
121	mobilenetv4_conv_medium	224	7776.66	131.666	1024	9.72	0.84	5.8
122	mobilenet_edgetpu_100	224	7770.98	131.763	1024	4.09	1.0	5.75
123	xcit_nano_12_p16_224	224	7759.26	131.961	1024	3.05	0.56	4.17
124	repghostnet_130	224	7749.8	132.123	1024	5.48	0.25	5.24
125	tinynet_a	192	7745.18	132.201	1024	6.19	0.35	5.41
126	regnety_008	224	7721.37	132.605	1024	6.26	0.81	5.25
127	tf_efficientnetv2_b0	224	7710.08	132.803	1024	7.14	0.73	4.77
128	fbnetc_100	224	7646.21	133.909	1024	5.57	0.4	6.51
129	convnext_femto_ols	224	7577.53	135.127	1024	5.23	0.82	4.87
130	mobilenetv4_hybrid_medium_075	224	7514.13	136.267	1024	7.31	0.66	5.65
131	mobilevitv2_050	256	7395.66	138.45	1024	1.37	0.48	8.04
132	tf_efficientnetv2_b1	192	7389.78	138.56	1024	8.14	0.76	4.59
133	regnety_008_tv	224	7307.18	140.123	1024	6.43	0.84	5.42
134	tf_efficientnet_lite0	224	7042.0	145.403	1024	4.65	0.4	6.74
135	efficientnet_b0	224	6924.93	147.857	1024	5.29	0.4	6.75
136	mobilenetv4_conv_medium	256	6920.92	147.948	1024	9.72	1.1	7.58
137	dla46x_c	224	6863.64	149.181	1024	1.07	0.54	5.66
138	mnasnet_140	224	6835.02	149.805	1024	7.12	0.6	7.71
139	resnet14t	224	6822.56	150.08	1024	10.08	1.69	5.8
140	repghostnet_150	224	6798.46	150.612	1024	6.58	0.32	6.0
141	rexnet_100	224	6759.37	151.483	1024	4.8	0.41	7.44
142	rexnetr_100	224	6733.45	152.067	1024	4.88	0.43	7.72
143	efficientnet_b1_pruned	240	6731.65	152.107	1024	6.33	0.4	6.21
144	mobilenetv1_125	256	6707.02	152.666	1024	6.27	1.16	8.23
145	visformer_tiny	224	6688.07	153.098	1024	10.32	1.27	5.72
146	levit_conv_256d	224	6662.02	153.697	1024	26.21	1.4	4.93
147	pvt_v2_b0	224	6589.46	155.389	1024	3.67	0.57	7.99
148	efficientvit_b1	224	6579.31	155.629	1024	9.1	0.53	7.25
149	fbnetv3_b	224	6563.03	156.015	1024	8.6	0.42	6.97
150	repvit_m1	224	6541.47	156.523	1024	5.49	0.83	7.45
151	edgenext_xx_small	288	6532.74	156.738	1024	1.33	0.33	4.21
152	mobilenet_edgetpu_v2_s	224	6516.09	157.14	1024	5.99	1.21	6.6
153	mobilenetv2_110d	224	6504.09	157.429	1024	4.52	0.45	8.71
154	vit_betwixt_patch32_clip_224	224	6503.93	157.433	1024	61.41	3.09	4.17
155	regnetz_005	224	6484.34	157.909	1024	7.12	0.52	5.86
156	ese_vovnet19b_dw	224	6451.87	158.704	1024	6.54	1.34	8.25
157	dla60x_c	224	6417.77	159.546	1024	1.32	0.59	6.01
158	hgnetv2_b1	224	6310.48	162.26	1024	6.34	0.49	2.73
159	repvit_m0_9	224	6253.66	163.733	1024	5.49	0.83	7.45
160	crossvit_tiny_240	240	6253.35	163.742	1024	7.01	1.57	9.08
161	cs3darknet_focus_m	256	6210.25	164.879	1024	9.3	1.98	4.89
162	tf_efficientnet_b0	224	6210.04	164.879	1024	5.29	0.4	6.75
163	convnext_pico	224	6200.96	165.126	1024	9.05	1.37	6.1
164	nf_regnet_b0	256	6157.62	166.288	1024	8.76	0.64	5.58
165	semnasnet_140	224	6069.35	168.703	1024	6.11	0.6	8.87
166	crossvit_9_dagger_240	240	6067.95	168.745	1024	8.78	1.99	9.97
167	resnet50	160	6033.87	169.699	1024	25.56	2.1	5.67
168	repvgg_a1	224	5998.64	170.696	1024	14.09	2.64	4.74
169	resnetblur18	224	5978.13	171.282	1024	11.69	2.34	3.39
170	cs3darknet_m	256	5943.51	172.279	1024	9.31	2.08	5.28
171	mobilenetv2_140	224	5943.08	172.292	1024	6.11	0.6	9.57
172	convnext_pico_ols	224	5910.37	173.245	1024	9.06	1.43	6.5
173	mobilenetv4_hybrid_medium	224	5890.59	173.827	1024	11.07	0.98	6.84
174	efficientnet_b0	256	5798.8	176.577	1024	5.29	0.52	8.81
175	tf_efficientnetv2_b2	208	5794.22	176.717	1024	10.1	1.06	6.0
176	hrnet_w18_small	224	5781.49	177.103	1024	13.19	1.61	5.72
177	crossvit_9_240	240	5771.83	177.403	1024	8.55	1.85	9.52
178	skresnet18	224	5765.67	177.593	1024	11.96	1.82	3.24
179	resnet50d	160	5707.52	179.403	1024	25.58	2.22	6.08
180	resnet18	288	5648.23	181.286	1024	11.69	3.01	4.11
181	vit_tiny_r_s16_p8_384	384	5625.7	182.012	1024	6.36	1.34	6.49
182	efficientnet_b0_gn	224	5621.97	182.132	1024	5.29	0.42	6.75
183	efficientnet_lite1	240	5579.58	183.516	1024	5.42	0.62	10.14
184	ghostnetv2_100	224	5564.84	184.002	1024	6.16	0.18	4.55
185	fbnetv3_d	224	5563.09	184.06	1024	10.31	0.52	8.5
186	convnext_atto	288	5527.85	185.234	1024	3.7	0.91	6.3
187	fbnetv3_b	256	5497.24	186.265	1024	8.6	0.55	9.1
188	selecsls42	224	5467.25	187.287	1024	30.35	2.94	4.62
189	efficientnet_blur_b0	224	5455.02	187.706	1024	5.29	0.43	8.72
190	resnet34	224	5454.89	187.712	1024	21.8	3.67	3.74
191	efficientvit_b1	256	5439.39	188.246	1024	9.1	0.69	9.46
192	tiny_vit_5m_224	224	5432.07	188.5	1024	12.08	1.28	11.25
193	selecsls42b	224	5418.51	188.972	1024	32.46	2.98	4.62
194	levit_384	224	5395.45	189.779	1024	39.13	2.36	6.26
195	tf_efficientnetv2_b1	240	5369.96	190.68	1024	8.14	1.21	7.34
196	seresnet18	288	5366.44	190.805	1024	11.78	3.01	4.11
197	repvit_m1_0	224	5361.91	190.966	1024	7.3	1.13	8.69
198	convnextv2_atto	224	5357.95	191.108	1024	3.71	0.55	3.81
199	mixnet_s	224	5315.69	192.627	1024	4.13	0.25	6.25
200	repghostnet_200	224	5315.68	192.627	1024	9.8	0.54	7.96
201	seresnet50	160	5298.11	193.266	1024	28.09	2.1	5.69
202	edgenext_x_small	256	5274.46	194.132	1024	2.34	0.54	5.93
203	rexnetr_130	224	5269.16	194.329	1024	7.61	0.68	9.81
204	convnext_atto_ols	288	5250.22	195.03	1024	3.7	0.96	6.8
205	repvit_m2	224	5242.24	195.319	1024	8.8	1.36	9.43
206	gernet_m	224	5225.82	195.94	1024	21.14	3.02	5.24
207	hgnetv2_b0	288	5205.77	196.695	1024	6.0	0.54	3.51
208	seresnet34	224	5135.96	199.368	1024	21.96	3.67	3.74
209	mobilenetv4_hybrid_medium	256	5134.61	199.421	1024	11.07	1.29	9.01
210	resnet26	224	5121.5	199.932	1024	16.0	2.36	7.35
211	vit_base_patch32_224	224	5098.65	200.828	1024	88.22	4.41	5.01
212	mobilenetv3_large_150d	224	5094.2	201.003	1024	14.62
213	vit_base_patch32_clip_224	224	5090.11	201.165	1024	88.22	4.41	5.01
214	ecaresnet50t	160	5084.11	201.402	1024	25.57	2.21	6.04
215	mobilenetv4_conv_blur_medium	224	5057.66	202.456	1024	9.72	1.22	8.58
216	mobilenet_edgetpu_v2_m	224	5045.14	202.956	1024	8.46	1.85	8.15
217	tf_efficientnet_lite1	240	5038.81	203.213	1024	5.42	0.62	10.14
218	resnet50	176	5019.75	203.984	1024	25.56	2.62	6.92
219	repvit_m1_1	224	5014.8	204.185	1024	8.8	1.36	9.43
220	legacy_seresnet34	224	4973.36	205.887	1024	21.96	3.67	3.74
221	resnet34d	224	4971.07	205.982	1024	21.82	3.91	4.54
222	tf_mixnet_s	224	4958.21	206.516	1024	4.13	0.25	6.25
223	resnetrs50	160	4955.95	206.604	1024	35.69	2.29	6.2
224	xcit_tiny_12_p16_224	224	4922.03	208.034	1024	6.72	1.24	6.29
225	eva02_tiny_patch14_224	224	4913.38	208.399	1024	5.5	1.7	9.14
226	mobilevitv2_075	256	4906.85	208.678	1024	2.87	1.05	12.06
227	pit_s_224	224	4895.76	209.15	1024	23.46	2.88	11.56
228	pit_s_distilled_224	224	4881.41	209.765	1024	24.04	2.9	11.64
229	efficientnet_es_pruned	224	4880.76	209.792	1024	5.44	1.81	8.73
230	efficientnet_es	224	4880.24	209.815	1024	5.44	1.81	8.73
231	mobilenetv2_120d	224	4862.72	210.571	1024	5.83	0.69	11.97
232	resnet18d	288	4851.45	211.06	1024	11.71	3.41	5.43
233	resnext50_32x4d	160	4849.69	211.137	1024	25.03	2.17	7.35
234	efficientnet_b1	224	4846.84	211.261	1024	7.79	0.59	9.36
235	levit_conv_384	224	4839.13	211.598	1024	39.13	2.36	6.26
236	rexnet_130	224	4831.59	211.926	1024	7.56	0.68	9.71
237	cs3darknet_focus_m	288	4831.24	211.944	1024	9.3	2.51	6.19
238	convnext_femto	288	4824.54	212.238	1024	5.22	1.3	7.56
239	dla34	224	4805.9	213.06	1024	15.74	3.07	5.02
240	efficientnet_b0_g16_evos	224	4800.56	213.298	1024	8.11	1.01	7.42
241	resnet26d	224	4679.82	218.802	1024	16.01	2.6	8.15
242	tf_efficientnet_es	224	4673.69	219.089	1024	5.44	1.81	8.73
243	resmlp_12_224	224	4653.37	220.046	1024	15.35	3.01	5.5
244	cs3darknet_m	288	4646.1	220.39	1024	9.31	2.63	6.69
245	fbnetv3_d	256	4637.02	220.821	1024	10.31	0.68	11.1
246	mobilenetv4_conv_aa_medium	256	4630.5	221.132	1024	9.72	1.58	10.3
247	selecsls60	224	4624.54	221.418	1024	30.67	3.59	5.52
248	rexnetr_150	224	4617.37	221.761	1024	9.78	0.89	11.13
249	convnext_femto_ols	288	4613.88	221.929	1024	5.23	1.35	8.06
250	nf_regnet_b1	256	4603.23	222.442	1024	10.22	0.82	7.27
251	vit_base_patch32_clip_quickgelu_224	224	4601.51	222.526	1024	87.85	4.41	5.01
252	selecsls60b	224	4600.54	222.572	1024	32.77	3.63	5.52
253	convnextv2_femto	224	4593.84	222.896	1024	5.23	0.79	4.57
254	regnetx_016	224	4589.73	223.096	1024	9.19	1.62	7.93
255	deit_small_patch16_224	224	4586.09	223.273	1024	22.05	4.61	11.95
256	vit_small_patch16_224	224	4584.86	223.334	1024	22.05	4.61	11.95
257	gmixer_12_224	224	4571.76	223.974	1024	12.7	2.67	7.26
258	gmlp_ti16_224	224	4565.24	224.293	1024	5.87	1.34	7.55
259	repvgg_b0	224	4553.06	224.894	1024	15.82	3.41	6.15
260	deit_small_distilled_patch16_224	224	4543.3	225.376	1024	22.44	4.63	12.02
261	mixer_s16_224	224	4530.96	225.99	1024	18.53	3.79	5.97
262	vit_small_patch32_384	384	4513.63	226.858	1024	22.92	3.45	8.25
263	efficientnet_cc_b0_4e	224	4507.68	227.158	1024	13.31	0.41	9.42
264	efficientnet_cc_b0_8e	224	4491.22	227.99	1024	24.01	0.42	9.42
265	mixer_b32_224	224	4485.82	228.265	1024	60.29	3.24	6.29
266	tiny_vit_11m_224	224	4481.54	228.483	1024	20.35	2.04	13.49
267	mobilenetv4_conv_medium	320	4477.38	228.695	1024	9.72	1.71	11.84
268	nf_resnet26	224	4466.75	229.24	1024	16.0	2.41	7.35
269	mobilenet_edgetpu_v2_l	224	4462.15	229.476	1024	10.92	2.55	9.05
270	efficientnet_b2_pruned	260	4421.73	231.573	1024	8.31	0.73	9.13
271	efficientformer_l1	224	4415.57	231.896	1024	12.29	1.3	5.53
272	resnetaa34d	224	4392.45	233.118	1024	21.82	4.43	5.07
273	darknet17	256	4386.8	233.416	1024	14.3	3.26	7.18
274	ghostnetv2_130	224	4382.43	233.65	1024	8.96	0.28	5.9
275	rexnet_150	224	4375.57	234.017	1024	9.73	0.9	11.21
276	convnext_nano	224	4355.17	235.113	1024	15.59	2.46	8.37
277	ecaresnet50d_pruned	224	4352.57	235.254	1024	19.94	2.53	6.43
278	efficientnet_b1	240	4341.0	235.879	1024	7.79	0.71	10.88
279	nf_regnet_b2	240	4323.87	236.815	1024	14.31	0.97	7.23
280	poolformer_s12	224	4258.87	240.428	1024	11.92	1.82	5.53
281	regnety_016	224	4256.18	240.571	1024	11.2	1.63	8.04
282	mobilenetv4_conv_blur_medium	256	4255.16	180.477	768	9.72	1.59	11.2
283	vit_wee_patch16_reg1_gap_256	256	4234.72	241.8	1024	13.42	3.83	13.9
284	mobilenet_edgetpu_v2_m	256	4230.57	242.038	1024	8.46	2.42	10.65
285	vit_pwee_patch16_reg1_gap_256	256	4211.58	243.129	1024	15.25	4.37	15.87
286	deit3_small_patch16_224	224	4202.98	243.625	1024	22.06	4.61	11.95
287	hgnetv2_b2	224	4202.72	243.64	1024	11.22	1.15	4.12
288	edgenext_x_small	288	4195.02	244.088	1024	2.34	0.68	7.5
289	tf_efficientnet_cc_b0_4e	224	4189.01	244.439	1024	13.31	0.41	9.42
290	efficientnet_lite2	260	4184.61	244.696	1024	6.09	0.89	12.9
291	tf_efficientnet_cc_b0_8e	224	4158.98	246.204	1024	24.01	0.42	9.42
292	regnetz_005	288	4139.21	247.38	1024	7.12	0.86	9.68
293	hgnetv2_b4	224	4136.11	247.566	1024	19.8	2.75	6.7
294	efficientvit_b1	288	4112.03	249.015	1024	9.1	0.87	11.96
295	resnest14d	224	4103.54	249.531	1024	10.61	2.76	7.33
296	resnext26ts	256	4101.49	249.654	1024	10.3	2.43	10.52
297	efficientnet_b0_g8_gn	224	4095.29	250.033	1024	6.56	0.66	6.75
298	efficientnet_b1	256	4062.7	252.039	1024	7.79	0.77	12.22
299	tf_efficientnet_b1	240	4009.73	255.369	1024	7.79	0.71	10.88
300	edgenext_small	256	3998.75	256.069	1024	5.59	1.26	9.07
301	eca_resnext26ts	256	3985.65	256.911	1024	10.3	2.43	10.52
302	darknet21	256	3985.31	256.933	1024	20.86	3.93	7.47
303	seresnext26ts	256	3983.57	257.043	1024	10.39	2.43	10.52
304	regnetz_b16	224	3982.17	257.134	1024	9.72	1.45	9.95
305	resnext50_32x4d	176	3977.56	257.434	1024	25.03	2.71	8.97
306	convnext_nano_ols	224	3963.35	258.357	1024	15.65	2.65	9.38
307	vit_base_patch32_clip_256	256	3950.74	259.181	1024	87.86	5.76	6.65
308	flexivit_small	240	3949.57	259.258	1024	22.06	5.35	14.18
309	gcresnext26ts	256	3942.19	259.744	1024	10.48	2.43	10.53
310	mobileone_s1	224	3939.35	259.93	1024	4.83	0.86	9.67
311	hgnetv2_b1	288	3863.09	265.063	1024	6.34	0.82	4.51
312	sedarknet21	256	3855.83	265.558	1024	20.95	3.93	7.47
313	tf_efficientnetv2_b2	260	3852.83	265.768	1024	10.1	1.72	9.84
314	nf_ecaresnet26	224	3841.08	266.581	1024	16.0	2.41	7.36
315	efficientnet_b2	256	3835.68	266.957	1024	9.11	0.89	12.81
316	nf_seresnet26	224	3835.46	266.972	1024	17.4	2.41	7.36
317	mobilevit_xs	256	3825.9	200.727	768	2.32	1.05	16.33
318	dpn48b	224	3821.05	267.978	1024	9.13	1.69	8.92
319	mobilenetv4_conv_large	256	3819.0	268.122	1024	32.59	2.86	12.14
320	vit_relpos_small_patch16_224	224	3815.41	268.375	1024	21.98	4.59	13.05
321	tf_efficientnet_lite2	260	3814.92	268.409	1024	6.09	0.89	12.9
322	pvt_v2_b1	224	3812.97	268.546	1024	14.01	2.12	15.39
323	resnet26t	256	3801.26	269.374	1024	16.01	3.35	10.52
324	vit_srelpos_small_patch16_224	224	3792.64	269.986	1024	21.97	4.59	12.16
325	legacy_seresnext26_32x4d	224	3774.18	271.304	1024	16.79	2.49	9.39
326	ese_vovnet19b_dw	288	3768.37	271.725	1024	6.54	2.22	13.63
327	convnext_pico	288	3762.1	272.178	1024	9.05	2.27	10.08
328	gernet_l	256	3741.79	273.656	1024	31.08	4.57	8.0
329	mobilenetv4_hybrid_large_075	256	3731.28	274.426	1024	22.75	2.06	11.64
330	resnet101	160	3660.13	279.761	1024	44.55	4.0	8.28
331	edgenext_small_rw	256	3647.4	280.737	1024	7.83	1.58	9.51
332	resnetblur18	288	3644.87	280.933	1024	11.69	3.87	5.6
333	tf_efficientnetv2_b3	240	3640.22	281.291	1024	14.36	1.93	9.95
334	cs3darknet_focus_l	256	3628.94	282.166	1024	21.15	4.66	8.03
335	efficientnetv2_rw_t	224	3628.38	282.209	1024	13.65	1.93	9.94
336	repvit_m3	224	3609.67	283.663	1024	10.68	1.89	13.94
337	mixnet_m	224	3606.44	283.926	1024	5.01	0.36	8.19
338	coatnet_pico_rw_224	224	3590.64	285.176	1024	10.85	2.05	14.62
339	ghostnetv2_160	224	3589.83	285.24	1024	12.39	0.42	7.23
340	gc_efficientnetv2_rw_t	224	3589.63	285.255	1024	13.68	1.94	9.97
341	convnext_pico_ols	288	3587.72	285.408	1024	9.06	2.37	10.74
342	ecaresnext50t_32x4d	224	3560.67	287.576	1024	15.41	2.7	10.09
343	ecaresnext26t_32x4d	224	3560.44	287.594	1024	15.41	2.7	10.09
344	seresnext26t_32x4d	224	3558.26	287.767	1024	16.81	2.7	10.09
345	eca_botnext26ts_256	256	3542.14	289.08	1024	10.59	2.46	11.6
346	efficientnet_b3_pruned	300	3528.65	290.185	1024	9.86	1.04	11.86
347	seresnext26d_32x4d	224	3528.55	290.194	1024	16.81	2.73	10.19
348	nf_regnet_b1	288	3527.3	290.296	1024	10.22	1.02	9.2
349	coat_lite_tiny	224	3515.07	291.307	1024	5.72	1.6	11.65
350	convnextv2_pico	224	3514.61	291.344	1024	9.07	1.37	6.1
351	cs3darknet_l	256	3497.24	292.792	1024	21.16	4.86	8.55
352	repvgg_a2	224	3492.05	293.227	1024	28.21	5.7	6.26
353	tf_mixnet_m	224	3485.45	293.782	1024	5.01	0.36	8.19
354	vit_relpos_small_patch16_rpn_224	224	3481.46	294.119	1024	21.97	4.59	13.05
355	hgnet_tiny	224	3480.86	294.17	1024	14.74	4.54	6.36
356	eca_halonext26ts	256	3471.15	294.993	1024	10.76	2.44	11.46
357	mobilevitv2_100	256	3470.14	221.307	768	4.9	1.84	16.08
358	ecaresnet101d_pruned	224	3466.94	295.35	1024	24.88	3.48	7.69
359	ecaresnet26t	256	3417.04	299.664	1024	16.01	3.35	10.53
360	hgnetv2_b3	224	3369.26	303.913	1024	16.29	1.78	5.07
361	resnetv2_50	224	3355.79	305.133	1024	25.55	4.11	11.11
362	botnet26t_256	256	3355.2	305.187	1024	12.49	3.32	11.98
363	nf_regnet_b2	272	3353.24	305.366	1024	14.31	1.22	9.27
364	bat_resnext26ts	256	3346.65	305.963	1024	10.73	2.53	12.51
365	coatnext_nano_rw_224	224	3342.84	306.315	1024	14.7	2.47	12.8
366	ecaresnetlight	224	3334.95	307.041	1024	30.16	4.11	8.42
367	resnet34	288	3329.62	307.532	1024	21.8	6.07	6.18
368	rexnetr_200	224	3328.94	230.694	768	16.52	1.59	15.11
369	skresnet34	224	3313.88	308.994	1024	22.28	3.67	5.13
370	fastvit_t8	256	3313.63	309.016	1024	4.03	0.7	8.63
371	halonet26t	256	3312.1	309.159	1024	12.48	3.19	11.69
372	vit_small_r26_s32_224	224	3304.01	309.916	1024	36.43	3.56	9.85
373	cs3sedarknet_l	256	3303.09	310.003	1024	21.91	4.86	8.56
374	coatnet_nano_cc_224	224	3289.43	311.29	1024	13.76	2.24	15.02
375	coat_lite_mini	224	3284.89	311.72	1024	11.01	2.0	12.25
376	lambda_resnet26t	256	3270.07	313.133	1024	10.96	3.02	11.87
377	mobilenetv4_hybrid_medium	320	3262.62	313.848	1024	11.07	2.05	14.36
378	convnextv2_atto	288	3253.42	314.736	1024	3.71	0.91	6.3
379	vit_small_resnet26d_224	224	3246.31	315.424	1024	63.61	5.07	11.12
380	resnet32ts	256	3243.82	315.666	1024	17.96	4.63	11.58
381	vit_tiny_patch16_384	384	3237.39	316.294	1024	5.79	4.7	25.39
382	convit_tiny	224	3231.06	316.913	1024	5.71	1.26	7.94
383	resnet50	224	3219.06	318.095	1024	25.56	4.11	11.11
384	coatnet_nano_rw_224	224	3215.75	318.422	1024	15.14	2.41	15.41
385	rexnet_200	224	3200.93	239.92	768	16.37	1.56	14.91
386	resnet33ts	256	3195.24	320.467	1024	19.68	4.76	11.66
387	resnetv2_50t	224	3185.32	321.463	1024	25.57	4.32	11.82
388	mobileone_s2	224	3179.36	322.067	1024	7.88	1.34	11.55
389	sam2_hiera_tiny	224	3178.9	322.114	1024	26.85	4.91	17.12
390	resnetv2_50d	224	3167.44	323.278	1024	25.57	4.35	11.92
391	cspresnet50	256	3155.9	324.462	1024	21.62	4.54	11.5
392	seresnet34	288	3147.55	325.319	1024	21.96	6.07	6.18
393	efficientvit_b2	224	3143.3	325.761	1024	24.33	1.6	14.62
394	resnext26ts	288	3127.83	327.374	1024	10.3	3.07	13.31
395	fbnetv3_g	240	3119.5	328.234	1024	16.62	1.28	14.87
396	hrnet_w18_small_v2	224	3113.69	328.86	1024	15.6	2.62	9.65
397	efficientnet_b1	288	3113.4	328.891	1024	7.79	0.97	15.46
398	resnet26	288	3110.68	329.178	1024	16.0	3.9	12.15
399	tresnet_m	224	3098.68	330.452	1024	31.39	5.75	7.31
400	resnet101	176	3098.41	330.482	1024	44.55	4.92	10.08
401	seresnet33ts	256	3096.38	330.698	1024	19.78	4.76	11.66
402	eca_resnet33ts	256	3095.76	330.765	1024	19.68	4.76	11.66
403	convnext_tiny	224	3090.39	331.339	1024	28.59	4.47	13.44
404	dpn68b	224	3087.27	331.673	1024	12.61	2.35	10.47
405	dpn68	224	3074.12	333.092	1024	12.61	2.35	10.47
406	gcresnet33ts	256	3071.03	333.428	1024	19.88	4.76	11.68
407	resnet50t	224	3051.2	335.595	1024	25.57	4.32	11.82
408	resnet50c	224	3048.9	335.849	1024	25.58	4.35	11.92
409	seresnext26ts	288	3040.9	336.731	1024	10.39	3.07	13.32
410	eca_resnext26ts	288	3040.18	336.812	1024	10.3	3.07	13.32
411	tf_efficientnet_b2	260	3038.71	336.975	1024	9.11	1.02	13.83
412	resnet34d	288	3032.3	337.687	1024	21.82	6.47	7.51
413	regnetx_032	224	3027.88	338.176	1024	15.3	3.2	11.37
414	resnet50d	224	3025.46	338.448	1024	25.58	4.35	11.92
415	dla60	224	3019.09	339.163	1024	22.04	4.26	10.16
416	gcresnext26ts	288	3012.63	339.891	1024	10.48	3.07	13.33
417	efficientnet_em	240	3000.85	341.226	1024	6.9	3.04	14.34
418	vit_medium_patch16_clip_224	224	2993.15	342.104	1024	38.59	8.0	15.93
419	levit_512	224	2990.53	342.404	1024	95.17	5.64	10.22
420	resnest26d	224	2990.32	342.428	1024	17.07	3.64	9.97
421	vit_base_patch32_plus_256	256	2981.28	343.466	1024	119.48	7.79	7.76
422	crossvit_small_240	240	2972.85	344.44	1024	26.86	5.63	18.17
423	repvit_m1_5	224	2972.23	344.512	1024	14.64	2.31	15.7
424	mobileone_s0	224	2964.67	345.389	1024	5.29	1.09	15.48
425	cspresnet50d	256	2953.53	346.693	1024	21.64	4.86	12.55
426	efficientnet_b2	288	2950.49	347.05	1024	9.11	1.12	16.2
427	haloregnetz_b	224	2936.32	348.725	1024	11.68	1.97	11.94
428	mobilevit_s	256	2931.67	261.956	768	5.58	2.03	19.94
429	cspresnet50w	256	2926.16	349.933	1024	28.12	5.04	12.19
430	legacy_seresnet50	224	2915.2	351.251	1024	28.09	3.88	10.6
431	tf_efficientnet_em	240	2908.61	352.048	1024	6.9	3.04	14.34
432	vgg11	224	2887.76	354.59	1024	132.86	7.61	7.44
433	resnetv2_50x1_bit	224	2880.89	355.434	1024	25.55	4.23	11.11
434	vit_little_patch16_reg1_gap_256	256	2872.75	356.442	1024	22.52	6.27	18.06
435	hiera_tiny_224	224	2872.44	356.48	1024	27.91	4.91	17.13
436	resnetaa50	224	2865.28	357.372	1024	25.56	5.15	11.64
437	regnetv_040	224	2864.51	357.468	1024	20.64	4.0	12.29
438	efficientnet_cc_b1_8e	240	2860.03	358.028	1024	39.72	0.75	15.44
439	selecsls84	224	2852.61	358.96	1024	50.95	5.9	7.57
440	regnety_032	224	2852.43	358.981	1024	19.44	3.2	11.26
441	vit_little_patch16_reg4_gap_256	256	2849.96	359.293	1024	22.52	6.35	18.33
442	regnety_040	224	2844.62	359.967	1024	20.65	4.0	12.29
443	vovnet39a	224	2844.48	359.985	1024	22.6	7.09	6.73
444	coatnet_rmlp_nano_rw_224	224	2836.87	360.951	1024	15.15	2.62	20.34
445	seresnet50	224	2831.5	361.636	1024	28.09	4.11	11.13
446	resnet26d	288	2828.9	361.967	1024	16.01	4.29	13.48
447	wide_resnet50_2	176	2817.33	363.453	1024	68.88	7.29	8.97
448	vit_relpos_base_patch32_plus_rpn_256	256	2816.85	363.51	1024	119.42	7.68	8.01
449	mixnet_l	224	2808.18	364.638	1024	7.33	0.58	10.84
450	cs3darknet_focus_l	288	2803.64	365.228	1024	21.15	5.9	10.16
451	levit_512d	224	2803.3	365.271	1024	92.5	5.85	11.3
452	convnextv2_femto	288	2792.8	366.646	1024	5.23	1.3	7.56
453	deit3_medium_patch16_224	224	2781.17	368.18	1024	38.85	8.0	15.93
454	crossvit_15_240	240	2780.78	368.231	1024	27.53	5.81	19.77
455	res2net50_48w_2s	224	2776.63	368.782	1024	25.29	4.18	11.72
456	resnet50_gn	224	2765.5	370.266	1024	25.56	4.14	11.11
457	convnext_tiny_hnf	224	2765.22	370.304	1024	28.59	4.47	13.44
458	densenet121	224	2764.41	370.412	1024	7.98	2.87	6.9
459	levit_conv_512	224	2753.82	371.836	1024	95.17	5.64	10.22
460	resnetv2_50d_gn	224	2752.94	371.954	1024	25.57	4.38	11.92
461	visformer_small	224	2752.56	372.007	1024	40.22	4.88	11.43
462	ese_vovnet39b	224	2750.44	372.293	1024	24.57	7.09	6.74
463	mobilevitv2_125	256	2748.02	279.464	768	7.48	2.86	20.1
464	vit_relpos_medium_patch16_cls_224	224	2744.95	373.038	1024	38.76	8.03	18.24
465	eca_vovnet39b	224	2742.08	373.43	1024	22.6	7.09	6.74
466	tiny_vit_21m_224	224	2740.23	373.681	1024	33.22	4.29	20.08
467	twins_svt_small	224	2734.38	374.479	1024	24.06	2.94	13.75
468	gcvit_xxtiny	224	2725.34	375.722	1024	12.0	2.14	15.36
469	twins_pcpvt_small	224	2723.83	375.93	1024	24.11	3.83	18.08
470	resnet50_clip_gap	224	2722.78	376.075	1024	23.53	5.39	12.44
471	resnetaa50d	224	2721.94	376.192	1024	25.58	5.39	12.44
472	tf_mixnet_l	224	2713.4	377.376	1024	7.33	0.58	10.84
473	crossvit_15_dagger_240	240	2708.78	378.02	1024	28.21	6.13	20.43
474	ecaresnet50t	224	2707.73	378.166	1024	25.57	4.32	11.83
475	seresnet50t	224	2705.39	378.493	1024	28.1	4.32	11.83
476	cs3darknet_l	288	2703.4	378.772	1024	21.16	6.16	10.83
477	tf_efficientnet_cc_b1_8e	240	2701.66	379.016	1024	39.72	0.75	15.44
478	davit_tiny	224	2698.07	284.638	768	28.36	4.54	18.89
479	xcit_nano_12_p16_384	384	2693.55	380.156	1024	3.05	1.64	12.15
480	resnetaa34d	288	2691.25	380.482	1024	21.82	7.33	8.38
481	ecaresnet50d	224	2687.82	380.967	1024	25.58	4.35	11.93
482	ecaresnet50d_pruned	288	2675.98	382.653	1024	19.94	4.19	10.61
483	vit_base_resnet26d_224	224	2655.81	385.559	1024	101.4	6.97	13.16
484	convnext_nano	288	2652.03	386.11	1024	15.59	4.06	13.84
485	resnetrs50	224	2651.0	386.252	1024	35.69	4.48	12.14
486	nf_regnet_b3	288	2644.82	387.161	1024	18.59	1.67	11.84
487	xcit_tiny_24_p16_224	224	2635.92	388.469	1024	12.12	2.34	11.82
488	gcresnext50ts	256	2630.41	389.282	1024	15.67	3.75	15.46
489	efficientvit_b2	256	2610.75	392.214	1024	24.33	2.09	19.03
490	resnetblur50	224	2609.83	392.352	1024	25.56	5.16	12.02
491	vgg11_bn	224	2600.05	393.829	1024	132.87	7.62	7.44
492	resnet50s	224	2592.0	395.051	1024	25.68	5.47	13.52
493	mobileone_s3	224	2581.04	396.729	1024	10.17	1.94	13.85
494	resnext50_32x4d	224	2577.31	397.304	1024	25.03	4.26	14.4
495	resnet152	160	2576.63	397.407	1024	60.19	5.9	11.51
496	hgnetv2_b2	288	2574.93	397.67	1024	11.22	1.89	6.8
497	inception_next_tiny	224	2572.75	398.008	1024	28.06	4.19	11.98
498	eca_nfnet_l0	224	2572.54	398.04	1024	24.14	4.35	10.47
499	poolformerv2_s12	224	2568.37	398.686	1024	11.89	1.83	5.53
500	edgenext_small	320	2567.9	398.756	1024	5.59	1.97	14.16
501	nfnet_l0	224	2566.01	399.053	1024	35.07	4.36	10.47
502	cs3sedarknet_l	288	2552.9	401.1	1024	21.91	6.16	10.83
503	cspresnext50	256	2550.51	401.475	1024	20.57	4.05	15.86
504	hgnetv2_b4	288	2544.67	402.4	1024	19.8	4.54	11.08
505	vit_relpos_medium_patch16_224	224	2533.85	404.118	1024	38.75	7.97	17.02
506	resnet50_clip	224	2532.71	404.3	1024	38.32	6.14	12.98
507	levit_conv_512d	224	2532.59	404.319	1024	92.5	5.85	11.3
508	efficientnet_lite3	300	2522.45	202.967	512	8.2	1.65	21.85
509	convnextv2_nano	224	2515.35	407.09	1024	15.62	2.46	8.37
510	res2net50_26w_4s	224	2515.04	407.14	1024	25.7	4.28	12.61
511	vit_srelpos_medium_patch16_224	224	2513.47	407.394	1024	38.74	7.96	16.21
512	gcresnet50t	256	2508.19	408.251	1024	25.9	5.42	14.67
513	dla60x	224	2506.41	408.541	1024	17.35	3.54	13.8
514	coatnet_0_rw_224	224	2498.58	409.821	1024	27.44	4.43	18.73
515	resnetblur50d	224	2484.69	412.114	1024	25.58	5.4	12.82
516	resnest50d_1s4x24d	224	2468.01	414.899	1024	25.68	4.43	13.57
517	regnetx_040	224	2467.33	415.012	1024	22.12	3.99	12.2
518	densenetblur121d	224	2464.18	415.544	1024	8.0	3.11	7.9
519	maxvit_pico_rw_256	256	2458.1	312.426	768	7.46	1.83	22.3
520	resnext50d_32x4d	224	2457.94	416.598	1024	25.05	4.5	15.2
521	res2net50_14w_8s	224	2455.12	417.077	1024	25.06	4.21	13.28
522	maxvit_rmlp_pico_rw_256	256	2451.7	313.241	768	7.52	1.85	24.86
523	vit_base_r26_s32_224	224	2446.42	418.56	1024	101.38	6.81	12.36
524	regnetz_c16	256	2443.63	419.039	1024	13.46	2.51	16.57
525	seresnetaa50d	224	2442.34	419.253	1024	28.11	5.4	12.46
526	dla60_res2net	224	2435.63	420.413	1024	20.85	4.15	12.34
527	mobilenetv4_conv_large	320	2431.25	421.172	1024	32.59	4.47	18.97
528	regnety_040_sgn	224	2430.55	421.294	1024	20.65	4.03	12.29
529	resnet32ts	288	2428.67	421.62	1024	17.96	5.86	14.65
530	regnetz_b16	288	2414.87	424.028	1024	9.72	2.39	16.43
531	convnext_nano_ols	288	2407.94	425.249	1024	15.65	4.38	15.5
532	res2net50d	224	2403.99	425.948	1024	25.72	4.52	13.41
533	res2next50	224	2396.84	427.213	1024	24.67	4.2	13.71
534	resnet33ts	288	2391.23	428.221	1024	19.68	6.02	14.75
535	resnet26t	320	2387.91	428.817	1024	16.01	5.24	16.44
536	focalnet_tiny_srf	224	2383.46	429.616	1024	28.43	4.42	16.32
537	lambda_resnet26rpt_256	256	2377.83	322.974	768	10.99	3.16	11.87
538	resmlp_24_224	224	2376.96	430.792	1024	30.02	5.96	10.91
539	efficientnetv2_rw_t	288	2366.54	432.688	1024	13.65	3.19	16.42
540	sehalonet33ts	256	2360.24	433.843	1024	13.69	3.55	14.7
541	vovnet57a	224	2356.05	434.611	1024	36.64	8.95	7.52
542	inception_v3	299	2349.22	435.874	1024	23.83	5.73	8.97
543	edgenext_base	256	2342.04	437.215	1024	18.51	3.85	15.58
544	gmixer_24_224	224	2339.36	437.716	1024	24.72	5.28	14.45
545	tf_efficientnetv2_b3	300	2333.45	438.824	1024	14.36	3.04	15.74
546	dla60_res2next	224	2330.49	439.381	1024	17.03	3.49	13.17
547	hiera_small_224	224	2327.86	439.879	1024	35.01	6.42	20.75
548	seresnext50_32x4d	224	2326.69	440.099	1024	27.56	4.26	14.42
549	nf_ecaresnet50	224	2326.39	440.157	1024	25.56	4.21	11.13
550	nf_seresnet50	224	2322.81	440.835	1024	28.09	4.21	11.13
551	seresnet33ts	288	2321.27	441.126	1024	19.78	6.02	14.76
552	eca_resnet33ts	288	2320.92	441.194	1024	19.68	6.02	14.76
553	skresnet50	224	2319.56	441.453	1024	25.8	4.11	12.5
554	legacy_seresnext50_32x4d	224	2319.29	441.503	1024	27.56	4.26	14.42
555	gc_efficientnetv2_rw_t	288	2314.22	442.471	1024	13.68	3.2	16.45
556	vit_relpos_medium_patch16_rpn_224	224	2310.7	443.143	1024	38.73	7.97	17.02
557	hgnetv2_b5	224	2308.27	443.612	1024	39.57	6.56	11.19
558	nfnet_f0	192	2304.96	444.248	1024	71.49	7.21	10.16
559	gcresnet33ts	288	2301.68	444.881	1024	19.88	6.02	14.78
560	resnet51q	256	2298.43	445.511	1024	35.7	6.38	16.55
561	tf_efficientnet_lite3	300	2290.61	223.511	512	8.2	1.65	21.85
562	fbnetv3_g	288	2283.27	448.453	1024	16.62	1.77	21.09
563	ese_vovnet57b	224	2280.74	448.967	1024	38.61	8.95	7.52
564	vit_medium_patch16_gap_240	240	2270.51	450.989	1024	44.4	9.22	18.81
565	hgnet_small	224	2266.61	451.766	1024	24.36	8.53	8.79
566	fastvit_t12	256	2264.32	452.222	1024	7.55	1.42	12.42
567	pvt_v2_b2	224	2256.22	453.841	1024	25.36	4.05	27.53
568	edgenext_small_rw	320	2251.75	454.745	1024	7.83	2.46	14.85
569	rdnet_tiny	224	2248.51	455.402	1024	23.86	5.06	15.98
570	densenet169	224	2245.68	455.974	1024	14.15	3.4	7.3
571	cs3darknet_focus_x	256	2244.78	456.159	1024	35.02	8.03	10.69
572	coatnet_rmlp_0_rw_224	224	2240.35	457.061	1024	27.45	4.72	24.89
573	darknetaa53	256	2230.29	459.123	1024	36.02	7.97	12.39
574	focalnet_tiny_lrf	224	2229.47	459.291	1024	28.65	4.49	17.76
575	repvgg_b1g4	224	2228.31	459.531	1024	39.97	8.15	10.64
576	efficientvit_l1	224	2227.63	459.67	1024	52.65	5.27	15.85
577	skresnet50d	224	2225.51	460.109	1024	25.82	4.36	13.31
578	xcit_small_12_p16_224	224	2223.72	460.479	1024	26.25	4.82	12.58
579	nf_resnet50	256	2213.33	462.642	1024	25.56	5.46	14.52
580	nextvit_small	224	2207.92	463.775	1024	31.76	5.81	18.44
581	mobilenetv4_hybrid_medium	384	2197.46	465.981	1024	11.07	3.01	21.18
582	poolformer_s24	224	2197.0	466.076	1024	21.39	3.41	10.68
583	coatnet_bn_0_rw_224	224	2195.15	466.473	1024	27.44	4.67	22.04
584	resnet152	176	2193.45	466.834	1024	60.19	7.22	13.99
585	resnet50_mlp	256	2191.94	467.155	1024	26.65	7.05	16.25
586	ecaresnet50t	256	2191.4	467.27	1024	25.57	5.64	15.45
587	nf_regnet_b3	320	2189.28	467.722	1024	18.59	2.05	14.61
588	efficientnet_b3	288	2184.31	234.387	512	12.23	1.63	21.49
589	seresnext26t_32x4d	288	2172.28	471.381	1024	16.81	4.46	16.68
590	fastvit_s12	256	2167.43	472.438	1024	9.47	1.82	13.67
591	resnetrs101	192	2164.92	472.987	1024	63.62	6.04	12.7
592	cs3darknet_x	256	2164.39	473.101	1024	35.05	8.38	11.35
593	fastvit_sa12	256	2158.11	474.477	1024	11.58	1.96	14.03
594	eva02_small_patch14_224	224	2155.47	475.059	1024	21.62	6.14	18.28
595	cs3sedarknet_xdw	256	2153.33	475.532	1024	21.6	5.97	17.18
596	seresnext26d_32x4d	288	2151.74	475.88	1024	16.81	4.51	16.85
597	ecaresnet26t	320	2151.68	475.897	1024	16.01	5.24	16.44
598	rexnetr_300	224	2147.85	476.744	1024	34.81	3.39	22.16
599	eva02_tiny_patch14_336	336	2147.15	476.899	1024	5.76	4.68	27.16
600	convnextv2_pico	288	2134.41	479.746	1024	9.07	2.27	10.08
601	ecaresnet101d_pruned	288	2128.71	481.03	1024	24.88	5.75	12.71
602	gcvit_xtiny	224	2125.89	481.67	1024	19.98	2.93	20.26
603	gmlp_s16_224	224	2125.3	481.803	1024	19.42	4.42	15.1
604	lambda_resnet50ts	256	2124.77	481.923	1024	21.54	5.07	17.48
605	mobilevitv2_150	256	2105.23	243.194	512	10.59	4.09	24.11
606	coatnet_0_224	224	2091.24	244.821	512	25.04	4.58	24.01
607	xcit_nano_12_p8_224	224	2072.91	493.98	1024	3.05	2.16	15.71
608	darknet53	256	2072.88	493.984	1024	41.61	9.31	12.39
609	cs3sedarknet_x	256	2064.75	495.935	1024	35.4	8.38	11.35
610	hgnet_tiny	288	2057.8	497.609	1024	14.74	7.51	10.51
611	hieradet_small	256	2057.47	373.263	768	34.72	8.51	27.76
612	vit_medium_patch16_reg1_gap_256	256	2056.16	498.005	1024	38.88	10.63	22.26
613	hgnetv2_b3	288	2054.95	498.299	1024	16.29	2.94	8.38
614	rexnetr_200	288	2048.59	249.918	512	16.52	2.62	24.96
615	vit_medium_patch16_reg4_gap_256	256	2044.7	500.797	1024	38.88	10.76	22.6
616	resnet61q	256	2040.64	501.793	1024	36.85	7.8	17.01
617	vit_base_resnet50d_224	224	2033.13	503.646	1024	110.97	8.73	16.92
618	resnest50d	224	2025.99	505.42	1024	27.48	5.4	14.36
619	regnetx_080	224	2024.58	505.775	1024	39.57	8.02	14.06
620	rexnet_300	224	2023.97	505.926	1024	34.71	3.44	22.4
621	mixnet_xl	224	2021.99	506.421	1024	11.9	0.93	14.57
622	resnetv2_50	288	2021.6	506.519	1024	25.55	6.79	18.37
623	vit_medium_patch16_gap_256	256	2021.46	506.555	1024	38.86	10.59	22.15
624	pvt_v2_b2_li	224	2015.57	508.034	1024	22.55	3.91	27.6
625	resnetv2_101	224	2011.15	509.149	1024	44.54	7.83	16.23
626	ecaresnetlight	288	2010.28	509.37	1024	30.16	6.79	13.91
627	sebotnet33ts_256	256	2002.67	255.649	512	13.7	3.89	17.46
628	swin_tiny_patch4_window7_224	224	1994.25	513.466	1024	28.29	4.51	17.06
629	cspdarknet53	256	1989.31	514.74	1024	27.64	6.57	16.81
630	maxvit_nano_rw_256	256	1987.74	386.357	768	15.45	4.46	30.28
631	maxvit_rmlp_nano_rw_256	256	1983.0	387.281	768	15.5	4.47	31.92
632	maxxvit_rmlp_nano_rw_256	256	1975.69	388.707	768	16.78	4.37	26.05
633	dm_nfnet_f0	192	1969.57	519.898	1024	71.49	7.21	10.16
634	gcresnext50ts	288	1969.42	519.94	1024	15.67	4.75	19.57
635	nest_tiny	224	1965.87	520.878	1024	17.06	5.83	25.48
636	dla102	224	1956.25	523.44	1024	33.27	7.19	14.18
637	resnet101	224	1956.19	523.457	1024	44.55	7.83	16.23
638	efficientvit_b2	288	1950.05	525.102	1024	24.33	2.64	24.03
639	nest_tiny_jx	224	1941.61	527.385	1024	17.06	5.83	25.48
640	efficientformer_l3	224	1940.81	527.604	1024	31.41	3.93	12.01
641	resnet50	288	1939.79	527.881	1024	25.56	6.8	18.37
642	resnetv2_101d	224	1936.61	528.747	1024	44.56	8.07	17.04
643	crossvit_18_240	240	1935.28	529.112	1024	43.27	9.05	26.26
644	lamhalobotnet50ts_256	256	1924.13	532.179	1024	22.57	5.02	18.44
645	convnext_tiny	288	1920.23	533.259	1024	28.59	7.39	22.21
646	res2net50_26w_6s	224	1912.13	535.518	1024	37.05	6.33	15.28
647	resnet101c	224	1894.68	540.45	1024	44.57	8.08	17.04
648	mobileone_s4	224	1894.21	540.586	1024	14.95	3.04	17.74
649	crossvit_18_dagger_240	240	1889.12	542.039	1024	44.27	9.5	27.03
650	resnet101d	224	1886.88	542.683	1024	44.57	8.08	17.04
651	coat_lite_small	224	1882.69	543.892	1024	19.84	3.96	22.09
652	gcresnet50t	288	1876.91	545.567	1024	25.9	6.86	18.57
653	twins_pcpvt_base	224	1875.57	545.957	1024	43.83	6.68	25.25
654	vgg13	224	1872.83	546.756	1024	133.05	11.31	12.25
655	convnext_small	224	1866.18	548.704	1024	50.22	8.71	21.56
656	dpn68b	288	1861.61	550.049	1024	12.61	3.89	17.3
657	regnetx_064	224	1854.58	552.136	1024	26.21	6.49	16.37
658	mobilevitv2_175	256	1853.4	276.238	512	14.25	5.54	28.13
659	halonet50ts	256	1851.66	553.006	1024	22.73	5.3	19.2
660	efficientnet_b3	320	1851.55	276.514	512	12.23	2.01	26.52
661	resnet50t	288	1843.63	555.416	1024	25.57	7.14	19.53
662	efficientnetv2_s	288	1830.25	559.474	1024	21.46	4.75	20.13
663	resnet50d	288	1828.73	559.94	1024	25.58	7.19	19.7
664	wide_resnet50_2	224	1825.62	560.893	1024	68.88	11.43	14.4
665	swin_s3_tiny_224	224	1817.27	563.471	1024	28.33	4.64	19.13
666	tf_efficientnet_b3	300	1797.7	284.798	512	12.23	1.87	23.83
667	hrnet_w18_ssld	224	1790.44	571.914	1024	21.3	4.32	16.31
668	tresnet_v2_l	224	1789.04	572.364	1024	46.17	8.85	16.34
669	hrnet_w18	224	1781.62	574.732	1024	21.3	4.32	16.31
670	repvgg_b1	224	1778.73	575.68	1024	57.42	13.16	10.64
671	maxxvitv2_nano_rw_256	256	1768.07	434.362	768	23.7	6.26	23.05
672	cs3edgenet_x	256	1767.31	579.4	1024	47.82	11.53	12.92
673	resnetaa101d	224	1761.72	581.24	1024	44.57	9.12	17.56
674	resnet101_clip_gap	224	1761.35	581.36	1024	42.52	9.11	17.56
675	efficientvit_l2	224	1761.03	581.466	1024	63.71	6.97	19.58
676	vit_large_patch32_224	224	1759.2	582.072	1024	305.51	15.39	13.3
677	legacy_seresnet101	224	1752.85	584.182	1024	49.33	7.61	15.74
678	vit_base_patch32_clip_384	384	1750.87	584.842	1024	88.3	13.06	16.5
679	densenet201	224	1750.03	585.121	1024	20.01	4.34	7.85
680	vit_base_patch32_384	384	1749.95	585.149	1024	88.3	13.06	16.5
681	efficientnetv2_rw_s	288	1749.21	585.397	1024	23.94	4.91	21.41
682	pit_b_distilled_224	224	1743.25	587.399	1024	74.79	12.5	33.07
683	darknetaa53	288	1734.96	590.204	1024	36.02	10.08	15.68
684	efficientnet_b3_gn	288	1734.87	295.112	512	11.73	1.74	23.35
685	resnetv2_101x1_bit	224	1730.79	591.627	1024	44.54	8.04	16.23
686	resnetaa50	288	1729.69	592.003	1024	25.56	8.52	19.24
687	seresnet101	224	1724.67	593.727	1024	49.33	7.84	16.27
688	regnety_032	288	1721.01	594.988	1024	19.44	5.29	18.61
689	seresnet50	288	1715.52	596.892	1024	28.09	6.8	18.39
690	regnetv_040	288	1714.23	597.341	1024	20.64	6.6	20.3
691	pit_b_224	224	1713.92	597.451	1024	73.76	12.42	32.94
692	xcit_tiny_12_p16_384	384	1713.1	597.736	1024	6.72	3.64	18.26
693	resnet101s	224	1707.16	599.813	1024	44.67	9.19	18.64
694	regnety_040	288	1706.68	599.986	1024	20.65	6.61	20.3
695	maxvit_tiny_rw_224	224	1699.84	451.796	768	29.06	5.11	33.11
696	regnetv_064	224	1694.43	604.321	1024	30.58	6.39	16.41
697	cait_xxs24_224	224	1694.07	604.451	1024	11.96	2.53	20.29
698	regnety_064	224	1688.52	606.436	1024	30.58	6.39	16.41
699	densenet121	288	1688.36	606.494	1024	7.98	4.74	11.41
700	resnet50_gn	288	1685.84	607.404	1024	25.56	6.85	18.37
701	resnet51q	288	1684.11	608.026	1024	35.7	8.07	20.94
702	resnet101_clip	224	1683.83	608.126	1024	56.26	9.81	18.08
703	nf_resnet101	224	1683.1	608.389	1024	44.55	8.01	16.23
704	convnext_tiny_hnf	288	1681.41	608.997	1024	28.59	7.39	22.21
705	ese_vovnet39b	288	1678.63	457.506	768	24.57	11.71	11.13
706	repvit_m2_3	224	1677.4	610.445	1024	23.69	4.57	26.21
707	resnetv2_50d_gn	288	1676.39	610.823	1024	25.57	7.24	19.7
708	ecaresnet101d	224	1674.43	611.54	1024	44.57	8.08	17.07
709	cs3darknet_x	288	1672.69	612.175	1024	35.05	10.6	14.36
710	vitamin_small_224	224	1669.96	613.177	1024	22.03	5.92	26.38
711	convnextv2_tiny	224	1666.61	614.408	1024	28.64	4.47	13.44
712	cs3se_edgenet_x	256	1659.92	616.886	1024	50.72	11.53	12.94
713	resnetblur101d	224	1659.81	616.926	1024	44.57	9.12	17.94
714	dla102x	224	1657.53	617.775	1024	26.31	5.89	19.42
715	regnetz_d32	256	1655.18	618.654	1024	27.58	5.98	23.74
716	nf_resnet50	288	1650.24	620.505	1024	25.56	6.88	18.37
717	efficientvit_b3	224	1649.16	620.91	1024	48.65	3.99	26.9
718	mobilenetv4_conv_large	384	1643.43	623.074	1024	32.59	6.43	27.31
719	resnetaa50d	288	1643.41	623.082	1024	25.58	8.92	20.57
720	regnetz_d8	256	1642.29	623.507	1024	23.37	3.97	23.74
721	hiera_small_abswin_256	256	1642.12	623.574	1024	34.36	8.29	26.38
722	ecaresnet50t	288	1641.73	623.721	1024	25.57	7.14	19.55
723	seresnet50t	288	1641.04	623.984	1024	28.1	7.14	19.55
724	regnetz_b16_evos	224	1637.18	625.455	1024	9.74	1.43	9.95
725	nextvit_base	224	1636.37	625.762	1024	44.82	8.29	23.71
726	davit_small	224	1634.36	469.897	768	49.75	8.8	30.49
727	mixer_b16_224	224	1632.43	627.274	1024	59.88	12.62	14.53
728	ecaresnet50d	288	1630.52	628.009	1024	25.58	7.19	19.72
729	swinv2_cr_tiny_224	224	1629.93	628.235	1024	28.33	4.66	28.45
730	mobilenetv4_hybrid_medium	448	1629.05	471.43	768	11.07	4.2	29.64
731	regnety_080	224	1624.53	630.326	1024	39.18	8.0	17.97
732	nf_regnet_b4	320	1623.35	630.784	1024	30.21	3.29	19.88
733	regnetz_040	256	1621.31	631.576	1024	27.12	4.06	24.19
734	volo_d1_224	224	1620.03	632.078	1024	26.63	6.94	24.43
735	ese_vovnet39b_evos	224	1614.15	634.378	1024	24.58	7.07	6.74
736	darknet53	288	1612.47	635.036	1024	41.61	11.78	15.68
737	regnetz_040_h	256	1612.19	635.152	1024	28.94	4.12	24.29
738	resnetv2_50d_frn	224	1608.23	636.713	1024	25.59	4.33	11.92
739	tf_efficientnetv2_s	300	1604.9	638.035	1024	21.46	5.35	22.73
740	swinv2_cr_tiny_ns_224	224	1602.17	639.123	1024	28.33	4.66	28.45
741	botnet50ts_256	256	1595.84	320.823	512	22.74	5.54	22.23
742	resmlp_36_224	224	1595.2	641.917	1024	44.69	8.91	16.33
743	cs3sedarknet_x	288	1594.16	642.334	1024	35.4	10.6	14.37
744	pvt_v2_b3	224	1594.09	642.356	1024	45.24	6.92	37.7
745	wide_resnet101_2	176	1589.86	644.071	1024	126.89	14.31	13.18
746	hiera_base_224	224	1588.68	644.549	1024	51.52	9.4	30.42
747	mvitv2_tiny	224	1580.5	647.884	1024	24.17	4.7	21.16
748	sequencer2d_s	224	1577.41	649.155	1024	27.65	4.96	11.31
749	resnetblur50	288	1577.39	649.165	1024	25.56	8.52	19.87
750	resnet101d	256	1576.21	649.647	1024	44.57	10.55	22.25
751	mobilevitv2_200	256	1575.87	324.89	512	18.45	7.22	32.15
752	resnest50d_4s2x40d	224	1573.08	650.942	1024	30.42	4.4	17.94
753	vit_base_patch16_224_miil	224	1571.45	651.616	1024	94.4	17.59	23.91
754	vit_base_patch16_224	224	1570.66	651.945	1024	86.57	17.58	23.9
755	resnext50_32x4d	288	1565.78	653.979	1024	25.03	7.04	23.81
756	deit_base_patch16_224	224	1564.98	654.312	1024	86.57	17.58	23.9
757	vit_base_patch16_clip_224	224	1564.55	654.489	1024	86.57	17.58	23.9
758	deit_base_distilled_patch16_224	224	1562.81	655.219	1024	87.34	17.68	24.05
759	resnext101_32x4d	224	1562.81	655.22	1024	44.18	8.01	21.23
760	halo2botnet50ts_256	256	1560.7	656.107	1024	22.64	5.02	21.78
761	skresnext50_32x4d	224	1546.56	662.103	1024	27.48	4.5	17.18
762	caformer_s18	224	1545.75	662.45	1024	26.34	4.13	19.39
763	vit_base_mci_224	224	1545.28	662.65	1024	86.35	17.73	24.65
764	eca_nfnet_l0	288	1542.25	663.956	1024	24.14	7.12	17.29
765	tresnet_l	224	1541.09	664.452	1024	55.99	10.9	11.9
766	nfnet_l0	288	1540.89	664.54	1024	35.07	7.13	17.29
767	regnetz_c16	320	1536.02	666.649	1024	13.46	3.92	25.88
768	vit_medium_patch16_rope_reg1_gap_256	256	1527.11	670.537	1024	38.74	10.63	22.26
769	rdnet_small	224	1526.64	670.743	1024	50.44	8.74	22.55
770	convnextv2_nano	288	1526.13	503.224	768	15.62	4.06	13.84
771	beit_base_patch16_224	224	1524.53	671.669	1024	86.53	17.58	23.9
772	coatnet_rmlp_1_rw_224	224	1520.15	673.605	1024	41.69	7.85	35.47
773	mixer_l32_224	224	1519.29	673.986	1024	206.94	11.27	19.86
774	res2net50_26w_8s	224	1519.14	674.046	1024	48.4	8.37	17.95
775	vit_small_resnet50d_s16_224	224	1515.04	675.876	1024	57.53	13.48	24.82
776	regnety_080_tv	224	1514.62	676.066	1024	39.38	8.51	19.73
777	res2net101_26w_4s	224	1512.48	677.014	1024	45.21	8.1	18.45
778	beitv2_base_patch16_224	224	1510.67	677.835	1024	86.53	17.58	23.9
779	resnet61q	288	1508.28	678.909	1024	36.85	9.87	21.52
780	resnetblur50d	288	1502.22	681.649	1024	25.58	8.92	21.19
781	densenetblur121d	288	1501.15	682.13	1024	8.0	5.14	13.06
782	resnext101_32x8d	176	1496.15	684.414	1024	88.79	10.33	19.37
783	edgenext_base	320	1496.01	684.475	1024	18.51	6.01	24.32
784	resnext50d_32x4d	288	1492.98	685.867	1024	25.05	7.44	25.13
785	repvgg_b2g4	224	1487.15	688.554	1024	61.76	12.63	12.9
786	deit3_base_patch16_224	224	1485.67	689.239	1024	86.59	17.58	23.9
787	fastvit_mci0	256	1480.55	691.623	1024	11.41	2.42	18.29
788	poolformer_s36	224	1480.43	691.678	1024	30.86	5.0	15.82
789	regnety_040_sgn	288	1480.21	691.781	1024	20.65	6.67	20.3
790	seresnetaa50d	288	1478.73	692.475	1024	28.11	8.92	20.59
791	res2net101d	224	1471.66	695.8	1024	45.23	8.35	19.25
792	resnetv2_50d_evos	224	1466.16	698.411	1024	25.59	4.33	11.92
793	vit_relpos_base_patch16_clsgap_224	224	1464.16	699.363	1024	86.43	17.6	25.12
794	vit_relpos_base_patch16_cls_224	224	1462.1	700.351	1024	86.43	17.6	25.12
795	vit_small_patch16_36x1_224	224	1460.83	700.959	1024	64.67	13.71	35.69
796	vit_small_patch16_384	384	1459.09	701.796	1024	22.2	15.52	50.78
797	efficientnet_b3_gn	320	1457.71	263.416	384	11.73	2.14	28.83
798	inception_next_small	224	1454.59	703.968	1024	49.37	8.36	19.27
799	efficientvit_l2	256	1451.75	705.344	1024	63.71	9.09	25.49
800	convformer_s18	224	1450.71	705.851	1024	26.77	3.96	15.82
801	vit_base_patch16_siglip_gap_224	224	1449.9	706.247	1024	85.8	17.49	23.75
802	dpn92	224	1447.04	707.638	1024	37.67	6.54	18.21
803	gcvit_tiny	224	1443.56	709.345	1024	28.22	4.79	29.82
804	convit_small	224	1442.31	709.962	1024	27.78	5.76	17.87
805	focalnet_small_srf	224	1440.19	711.006	1024	49.89	8.62	26.26
806	vit_betwixt_patch16_reg1_gap_256	256	1438.93	711.629	1024	60.4	16.32	27.83
807	vit_base_patch16_siglip_224	224	1434.62	713.769	1024	92.88	17.73	24.06
808	vit_betwixt_patch16_reg4_gap_256	256	1427.38	717.384	1024	60.4	16.52	28.24
809	vit_base_patch16_gap_224	224	1426.06	718.052	1024	86.57	17.49	25.59
810	maxvit_tiny_tf_224	224	1425.39	538.79	768	30.92	5.6	35.78
811	nf_ecaresnet101	224	1424.0	719.089	1024	44.55	8.01	16.27
812	coatnet_1_rw_224	224	1423.83	719.174	1024	41.72	8.04	34.6
813	nf_seresnet101	224	1422.7	719.746	1024	49.33	8.02	16.27
814	coatnet_rmlp_1_rw2_224	224	1422.67	719.763	1024	41.72	8.11	40.13
815	seresnext50_32x4d	288	1414.64	723.843	1024	27.56	7.04	23.82
816	seresnext101_32x4d	224	1413.69	724.336	1024	48.96	8.02	21.26
817	legacy_xception	299	1413.65	543.263	768	22.86	8.4	35.83
818	legacy_seresnext101_32x4d	224	1412.48	724.957	1024	48.96	8.02	21.26
819	hgnetv2_b5	288	1407.43	727.559	1024	39.57	10.84	18.5
820	vit_small_patch16_18x2_224	224	1406.97	727.793	1024	64.67	13.71	35.69
821	resnetv2_152	224	1397.01	732.984	1024	60.19	11.55	22.56
822	efficientnet_b4	320	1389.63	368.432	512	19.34	3.13	34.76
823	vit_base_patch16_clip_quickgelu_224	224	1387.46	738.029	1024	86.19	17.58	23.9
824	nfnet_f0	256	1379.83	742.109	1024	71.49	12.62	18.05
825	resnet152	224	1373.51	745.522	1024	60.19	11.56	22.56
826	flexivit_base	240	1371.79	746.461	1024	86.59	20.29	28.36
827	ecaresnet50t	320	1370.27	747.287	1024	25.57	8.82	24.13
828	efficientvit_b3	256	1369.93	560.6	768	48.65	5.2	35.01
829	vit_relpos_base_patch16_224	224	1369.33	747.799	1024	86.43	17.51	24.97
830	cs3edgenet_x	288	1368.22	748.405	1024	47.82	14.59	16.36
831	vgg16_bn	224	1364.4	750.503	1024	138.37	15.5	13.56
832	resnetv2_152d	224	1363.32	751.094	1024	60.2	11.8	23.36
833	mobilenetv4_conv_aa_large	384	1359.23	753.356	1024	32.59	7.07	32.29
834	efficientformerv2_s0	224	1356.88	754.66	1024	3.6	0.41	5.3
835	regnetx_120	224	1352.8	756.936	1024	46.11	12.13	21.37
836	focalnet_small_lrf	224	1350.27	758.334	1024	50.34	8.74	28.61
837	twins_pcpvt_large	224	1348.04	759.609	1024	60.99	9.84	35.82
838	deit3_small_patch16_384	384	1344.15	761.807	1024	22.21	15.52	50.78
839	resnet152c	224	1340.85	763.681	1024	60.21	11.8	23.36
840	rexnetr_300	288	1339.94	382.097	512	34.81	5.59	36.61
841	maxxvit_rmlp_tiny_rw_256	256	1339.27	573.433	768	29.64	6.66	39.76
842	maxvit_tiny_rw_256	256	1338.26	573.871	768	29.07	6.74	44.35
843	resnet152d	224	1336.77	766.012	1024	60.21	11.8	23.36
844	maxvit_rmlp_tiny_rw_256	256	1336.57	574.593	768	29.15	6.77	46.92
845	ese_vovnet99b	224	1332.86	768.26	1024	63.2	16.51	11.27
846	poolformerv2_s24	224	1332.11	768.696	1024	21.34	3.42	10.68
847	xcit_tiny_12_p8_224	224	1314.83	778.795	1024	6.71	4.81	23.6
848	xception41p	299	1314.22	389.574	512	26.91	9.25	39.86
849	vit_base_patch32_clip_448	448	1306.81	783.576	1024	88.34	17.93	23.9
850	convnext_base	224	1301.11	787.008	1024	88.59	15.38	28.75
851	efficientnet_el	300	1300.79	787.203	1024	10.59	8.0	30.7
852	nextvit_large	224	1299.51	787.975	1024	57.87	10.78	28.99
853	efficientnet_el_pruned	300	1297.09	789.448	1024	10.59	8.0	30.7
854	vit_base_patch16_xp_224	224	1295.73	790.276	1024	86.51	17.56	23.9
855	dla169	224	1285.68	796.451	1024	53.39	11.6	20.2
856	regnety_120	224	1281.03	799.347	1024	51.82	12.14	21.38
857	hrnet_w32	224	1280.36	799.766	1024	41.23	8.97	22.02
858	coatnet_1_224	224	1275.86	401.286	512	42.23	8.7	39.0
859	tf_efficientnet_el	300	1270.05	806.254	1024	10.59	8.0	30.7
860	hrnet_w30	224	1268.85	807.019	1024	37.71	8.15	21.21
861	vgg19	224	1266.93	808.24	1024	143.67	19.63	14.86
862	mixnet_xxl	224	1264.71	607.242	768	23.96	2.04	23.43
863	maxvit_tiny_pm_256	256	1264.25	607.461	768	30.09	6.61	47.9
864	hiera_base_plus_224	224	1260.02	812.675	1024	69.9	12.67	37.98
865	mobilenetv4_conv_large	448	1258.67	610.158	768	32.59	8.75	37.17
866	twins_svt_base	224	1256.07	815.231	1024	56.07	8.59	26.33
867	vit_base_patch16_rpn_224	224	1255.52	815.59	1024	86.54	17.49	23.75
868	nest_small	224	1253.67	816.789	1024	38.35	10.35	40.04
869	hgnet_small	288	1251.61	613.599	768	24.36	14.09	14.53
870	efficientformerv2_s1	224	1251.14	818.442	1024	6.19	0.67	7.66
871	densenet161	224	1249.24	819.689	1024	28.68	7.79	11.06
872	resnet152s	224	1245.59	822.091	1024	60.32	12.92	24.96
873	vit_mediumd_patch16_reg4_gap_256	256	1243.97	823.162	1024	64.11	17.87	37.57
874	nest_small_jx	224	1243.46	823.5	1024	38.35	10.35	40.04
875	sequencer2d_m	224	1232.89	830.559	1024	38.31	6.55	14.26
876	vit_relpos_base_patch16_rpn_224	224	1232.22	831.004	1024	86.41	17.51	24.97
877	repvgg_b2	224	1228.43	833.576	1024	89.02	20.45	12.9
878	swin_small_patch4_window7_224	224	1226.82	834.669	1024	49.61	8.77	27.47
879	legacy_seresnet152	224	1220.81	838.774	1024	66.82	11.33	22.08
880	efficientnet_b3_g8_gn	288	1217.35	630.868	768	14.25	2.59	23.35
881	eca_nfnet_l1	256	1214.94	842.831	1024	41.41	9.62	22.04
882	mobilenetv4_hybrid_large	384	1210.73	845.759	1024	37.76	7.77	34.52
883	swinv2_tiny_window8_256	256	1208.62	847.237	1024	28.35	5.96	24.57
884	seresnet152	224	1205.5	849.426	1024	66.82	11.57	22.61
885	inception_v4	299	1197.2	855.32	1024	42.68	12.28	15.09
886	repvgg_b3g4	224	1194.99	856.9	1024	83.83	17.89	15.1
887	fastvit_sa24	256	1192.29	858.839	1024	21.55	3.8	24.32
888	resnetv2_101	288	1191.07	859.716	1024	44.54	12.94	26.83
889	efficientnet_lite4	380	1188.14	323.185	384	13.01	4.04	45.66
890	xcit_small_24_p16_224	224	1187.59	862.241	1024	47.67	9.1	23.64
891	mvitv2_small_cls	224	1178.05	869.223	1024	34.87	7.04	28.17
892	dm_nfnet_f0	256	1174.19	872.081	1024	71.49	12.62	18.05
893	tnt_s_patch16_224	224	1171.01	874.446	1024	23.76	5.24	24.37
894	regnetx_160	224	1167.74	876.901	1024	54.28	15.99	25.52
895	mvitv2_small	224	1166.57	877.775	1024	34.87	7.0	28.08
896	resnet101	288	1162.74	880.669	1024	44.55	12.95	26.83
897	xception41	299	1160.72	441.096	512	26.97	9.28	39.86
898	davit_base	224	1158.29	663.034	768	87.95	15.51	40.66
899	vgg19_bn	224	1153.27	887.9	1024	143.68	19.66	14.86
900	convnext_small	288	1152.13	888.774	1024	50.22	14.39	35.65
901	vit_base_patch16_reg4_gap_256	256	1148.57	891.534	1024	86.62	23.5	33.89
902	coat_tiny	224	1146.04	893.499	1024	5.5	4.35	27.2
903	pvt_v2_b4	224	1144.8	894.466	1024	62.56	10.14	53.74
904	cait_xxs36_224	224	1141.88	896.758	1024	17.3	3.77	30.34
905	nf_regnet_b4	384	1139.48	898.646	1024	30.21	4.7	28.61
906	tresnet_xl	224	1139.37	898.735	1024	78.44	15.2	15.34
907	crossvit_base_240	240	1129.38	906.68	1024	105.03	21.22	36.33
908	vit_small_r26_s32_384	384	1128.5	907.387	1024	36.47	10.43	29.85
909	vit_base_patch16_siglip_gap_256	256	1126.79	908.765	1024	85.84	23.13	33.23
910	dla102x2	224	1125.59	909.733	1024	41.28	9.34	29.91
911	resnet152d	256	1122.78	912.013	1024	60.21	15.41	30.51
912	vit_base_patch16_siglip_256	256	1115.06	918.328	1024	92.93	23.44	33.63
913	hiera_base_abswin_256	256	1108.56	923.708	1024	51.27	12.46	40.7
914	wide_resnet50_2	288	1108.54	923.726	1024	68.88	18.89	23.81
915	eva02_base_patch16_clip_224	224	1105.74	926.062	1024	86.26	17.62	26.32
916	tf_efficientnet_lite4	380	1103.18	348.074	384	13.01	4.04	45.66
917	vit_large_r50_s32_224	224	1102.83	928.511	1024	328.99	19.58	24.41
918	efficientnetv2_s	384	1096.79	933.624	1024	21.46	8.44	35.77
919	vit_betwixt_patch16_rope_reg4_gap_256	256	1096.33	934.014	1024	60.23	16.52	28.24
920	vgg13_bn	224	1093.1	936.772	1024	133.05	11.33	12.25
921	efficientvit_l2	288	1092.38	937.387	1024	63.71	11.51	32.19
922	hrnet_w18_ssld	288	1090.28	939.198	1024	21.3	7.14	26.96
923	convnext_tiny	384	1087.48	706.209	768	28.59	13.14	39.48
924	pvt_v2_b5	224	1085.62	943.223	1024	81.96	11.76	50.92
925	samvit_base_patch16_224	224	1070.47	956.58	1024	86.46	17.54	24.54
926	regnety_160	224	1070.01	956.986	1024	83.59	15.96	23.04
927	tf_efficientnetv2_s	384	1069.37	957.558	1024	21.46	8.44	35.77
928	cs3se_edgenet_x	320	1057.79	968.048	1024	50.72	18.01	20.21
929	resnetaa101d	288	1046.05	978.908	1024	44.57	15.07	29.03
930	regnetz_d32	320	1039.68	984.905	1024	27.58	9.33	37.08
931	efficientnetv2_rw_s	384	1037.06	987.392	1024	23.94	8.72	38.03
932	mobilenetv4_conv_aa_large	448	1034.18	742.609	768	32.59	9.63	43.94
933	regnetz_d8	320	1031.64	992.584	1024	23.37	6.19	37.08
934	seresnet101	288	1031.63	992.588	1024	49.33	12.95	26.87
935	vit_small_patch8_224	224	1031.53	992.686	1024	21.67	22.44	80.84
936	efficientvit_b3	288	1028.85	746.455	768	48.65	6.58	44.2
937	regnetv_064	288	1024.98	999.029	1024	30.58	10.55	27.11
938	regnety_064	288	1024.29	999.702	1024	30.58	10.56	27.11
939	poolformer_m36	224	1023.88	1000.107	1024	56.17	8.8	22.02
940	vgg16	224	1021.7	1002.242	1024	138.36	15.47	13.56
941	wide_resnet101_2	224	1020.62	1003.3	1024	126.89	22.8	21.23
942	rdnet_base	224	1017.24	754.976	768	87.45	15.4	31.14
943	dpn98	224	1014.12	1009.734	1024	61.57	11.73	25.2
944	resnet200	224	1013.79	1010.054	1024	64.67	15.07	32.19
945	convnextv2_small	224	1013.29	1010.559	1024	50.32	8.71	21.56
946	convnextv2_tiny	288	1011.72	759.092	768	28.64	7.39	22.21
947	regnetz_040	320	1006.41	508.726	512	27.12	6.35	37.78
948	convmixer_1024_20_ks9_p14	224	1004.68	1019.218	1024	24.38	5.55	5.51
949	vit_base_patch16_plus_240	240	1004.42	1019.485	1024	117.56	27.41	33.08
950	hgnetv2_b6	224	1002.06	1021.881	1024	75.26	16.88	21.23
951	regnety_080	288	1001.83	1022.121	1024	39.18	13.22	29.69
952	ecaresnet101d	288	1000.75	1023.221	1024	44.57	13.35	28.19
953	swinv2_cr_small_224	224	1000.55	1023.43	1024	49.7	9.07	50.27
954	regnetz_040_h	320	1000.36	511.803	512	28.94	6.43	37.94
955	resnest101e	256	997.21	1026.848	1024	48.28	13.38	28.66
956	convnext_base	256	996.66	1027.418	1024	88.59	20.09	37.55
957	vit_base_r50_s16_224	224	993.23	1030.967	1024	97.89	21.66	35.28
958	resnetrs101	288	992.71	1031.506	1024	63.62	13.56	28.53
959	resnetblur101d	288	992.25	1031.989	1024	44.57	15.07	29.65
960	efficientnet_b3_g8_gn	320	990.46	775.388	768	14.25	3.2	28.83
961	focalnet_base_srf	224	989.98	1034.35	1024	88.15	15.28	35.01
962	swinv2_cr_small_ns_224	224	989.16	1035.213	1024	49.7	9.08	50.27
963	regnetz_b16_evos	288	988.59	776.854	768	9.74	2.36	16.43
964	regnetz_c16_evos	256	986.94	778.15	768	13.49	2.48	16.57
965	maxvit_rmlp_small_rw_224	224	986.14	778.781	768	64.9	10.75	49.3
966	inception_next_base	224	985.08	1039.5	1024	86.67	14.85	25.69
967	seresnet152d	256	984.13	1040.502	1024	66.84	15.42	30.56
968	resnetrs152	256	977.43	1047.637	1024	86.62	15.59	30.83
969	resnet101d	320	975.08	1050.156	1024	44.57	16.48	34.77
970	inception_resnet_v2	299	965.48	1060.586	1024	55.84	13.18	25.06
971	mobilevitv2_150	384	965.44	265.153	256	10.59	9.2	54.25
972	resnext101_64x4d	224	959.27	1067.461	1024	83.46	15.52	31.21
973	resnext101_32x8d	224	954.55	1072.743	1024	88.79	16.48	31.21
974	nfnet_f1	224	951.44	1076.249	1024	132.63	17.87	22.94
975	xception65p	299	950.53	538.627	512	39.82	13.91	52.48
976	eva02_small_patch14_336	336	946.95	1081.358	1024	22.13	15.48	54.33
977	resnext101_32x4d	288	940.09	1089.251	1024	44.18	13.24	35.09
978	efficientnet_b4	384	937.43	409.62	384	19.34	4.51	50.04
979	coat_lite_medium	224	936.83	1093.037	1024	44.57	9.81	40.06
980	focalnet_base_lrf	224	931.65	1099.111	1024	88.75	15.43	38.13
981	vit_mediumd_patch16_rope_reg1_gap_256	256	927.19	1104.398	1024	63.95	17.65	37.02
982	repvgg_b3	224	927.07	1104.549	1024	123.09	29.16	15.1
983	vit_relpos_base_patch16_plus_240	240	923.53	1108.778	1024	117.38	27.3	34.33
984	efficientformer_l7	224	921.36	1111.391	1024	82.23	10.17	24.45
985	xcit_tiny_24_p16_384	384	918.06	1115.38	1024	12.12	6.87	34.29
986	coatnet_2_rw_224	224	914.51	559.852	512	73.87	15.09	49.22
987	hrnet_w40	224	911.04	1123.981	1024	57.56	12.75	25.29
988	efficientnetv2_m	320	906.73	1129.323	1024	54.14	11.01	39.97
989	cait_s24_224	224	906.1	1130.105	1024	46.92	9.35	40.58
990	maxvit_small_tf_224	224	903.75	566.52	512	68.93	11.66	53.17
991	coat_mini	224	901.59	1135.767	1024	10.34	6.82	33.68
992	swin_s3_small_224	224	900.95	852.422	768	49.74	9.43	37.84
993	seresnext101_64x4d	224	899.36	1138.577	1024	88.23	15.53	31.25
994	poolformerv2_s36	224	899.23	1138.739	1024	30.79	5.01	15.82
995	volo_d2_224	224	898.78	1139.307	1024	58.68	14.34	41.34
996	seresnext101_32x8d	224	896.76	1141.857	1024	93.57	16.48	31.25
997	mobilenetv4_conv_aa_large	480	895.59	857.521	768	32.59	11.05	50.45
998	gmlp_b16_224	224	892.77	1146.973	1024	73.08	15.78	30.21
999	mobilenetv4_hybrid_large	448	892.61	860.386	768	37.76	10.74	48.61
1000	nest_base	224	891.48	1148.639	1024	67.72	17.96	53.39
1001	regnetz_e8	256	885.16	1156.837	1024	57.7	9.91	40.94
1002	nest_base_jx	224	884.72	1157.412	1024	67.72	17.96	53.39
1003	resnetv2_50d_evos	288	884.63	1157.531	1024	25.59	7.15	19.7
1004	seresnext101d_32x8d	224	880.67	1162.73	1024	93.59	16.72	32.05
1005	swin_base_patch4_window7_224	224	877.35	1167.139	1024	87.77	15.47	36.63
1006	coatnet_rmlp_2_rw_224	224	872.68	586.689	512	73.88	15.18	54.78
1007	tf_efficientnet_b4	380	871.25	440.737	384	19.34	4.49	49.49
1008	levit_384_s8	224	867.41	590.255	512	39.12	9.98	35.86
1009	vit_base_patch16_rope_reg1_gap_256	256	867.28	1180.694	1024	86.43	23.22	33.39
1010	tiny_vit_21m_384	384	864.15	592.481	512	21.23	13.77	77.83
1011	gcvit_small	224	861.28	1188.917	1024	51.09	8.57	41.61
1012	convnextv2_nano	384	858.36	596.473	512	15.62	7.22	24.61
1013	crossvit_15_dagger_408	408	856.8	1195.136	1024	28.5	21.45	95.05
1014	seresnext101_32x4d	288	853.89	1199.198	1024	48.96	13.25	35.12
1015	coatnet_2_224	224	853.24	600.055	512	74.68	16.5	52.67
1016	xception65	299	843.97	606.646	512	39.92	13.96	52.48
1017	maxxvit_rmlp_small_rw_256	256	836.98	917.574	768	66.01	14.67	58.38
1018	twins_svt_large	224	833.5	1228.541	1024	99.27	15.15	35.1
1019	resnet50x4_clip_gap	288	832.97	1229.323	1024	65.62	19.57	34.11
1020	levit_conv_384_s8	224	832.4	615.075	512	39.12	9.98	35.86
1021	seresnextaa101d_32x8d	224	831.45	1231.569	1024	93.59	17.25	34.16
1022	mvitv2_base_cls	224	829.71	1234.159	1024	65.44	10.23	40.65
1023	hgnet_base	224	828.09	927.42	768	71.58	25.14	15.47
1024	hrnet_w44	224	826.04	1239.642	1024	67.06	14.94	26.92
1025	xcit_medium_24_p16_224	224	825.94	1239.785	1024	84.4	16.13	31.71
1026	resnet200d	256	824.85	1241.424	1024	64.69	20.0	43.09
1027	eva02_base_patch14_224	224	824.57	1241.85	1024	85.76	23.22	36.55
1028	vit_medium_patch16_gap_384	384	824.05	1242.632	1024	39.03	26.08	67.54
1029	fastvit_sa36	256	823.61	1243.29	1024	31.53	5.64	34.61
1030	dm_nfnet_f1	224	823.18	1243.945	1024	132.63	17.87	22.94
1031	caformer_s36	224	822.12	1245.551	1024	39.3	8.0	37.53
1032	tresnet_m	448	818.79	1250.62	1024	31.39	22.99	29.21
1033	mvitv2_base	224	817.05	1253.276	1024	51.47	10.16	40.5
1034	resnet152	288	811.97	1261.117	1024	60.19	19.11	37.28
1035	swinv2_base_window12_192	192	804.65	1272.585	1024	109.28	11.9	39.72
1036	mobilevitv2_175	384	803.11	318.749	256	14.25	12.47	63.29
1037	sequencer2d_l	224	800.9	1278.551	1024	54.3	9.74	22.12
1038	efficientnetv2_rw_m	320	796.23	1286.05	1024	53.24	12.72	47.14
1039	hrnet_w48_ssld	224	792.32	1292.387	1024	77.47	17.34	28.56
1040	fastvit_mci1	256	791.46	1293.799	1024	21.54	4.72	32.84
1041	hrnet_w48	224	790.96	1294.607	1024	77.47	17.34	28.56
1042	resnet50x4_clip	288	789.83	1296.468	1024	87.14	21.35	35.27
1043	convnext_base	288	788.08	1299.342	1024	88.59	25.43	47.53
1044	swinv2_tiny_window16_256	256	783.75	653.259	512	28.35	6.68	39.02
1045	regnety_120	288	782.19	981.843	768	51.82	20.06	35.34
1046	poolformer_m48	224	772.39	1325.737	1024	73.47	11.59	29.17
1047	convformer_s36	224	771.32	1327.576	1024	40.01	7.67	30.5
1048	maxvit_rmlp_small_rw_256	256	770.25	997.069	768	64.9	14.15	66.09
1049	xcit_small_12_p16_384	384	769.74	1330.306	1024	26.25	14.14	36.51
1050	resnetv2_50x1_bit	448	763.06	670.968	512	25.55	16.62	44.46
1051	tnt_b_patch16_224	224	751.21	1363.12	1024	65.41	14.09	39.01
1052	nextvit_small	384	743.78	1376.73	1024	31.76	17.26	57.14
1053	dpn131	224	742.22	1379.624	1024	79.25	16.09	32.97
1054	swinv2_small_window8_256	256	741.58	1380.817	1024	49.73	11.58	40.14
1055	eca_nfnet_l1	320	737.99	1387.537	1024	41.41	14.92	34.42
1056	convit_base	224	737.69	1388.094	1024	86.54	17.52	31.77
1057	swinv2_cr_small_ns_256	256	735.25	1392.717	1024	49.7	12.07	76.21
1058	nf_regnet_b5	384	732.21	1398.493	1024	49.74	7.95	42.9
1059	convnextv2_base	224	728.97	1053.529	768	88.72	15.38	28.75
1060	swin_s3_base_224	224	726.96	1408.586	1024	71.13	13.69	48.26
1061	vit_so150m_patch16_reg4_gap_256	256	726.07	1410.317	1024	134.13	36.75	53.21
1062	swinv2_cr_base_224	224	719.8	1422.605	1024	87.88	15.86	59.66
1063	seresnet152	288	718.93	1424.325	1024	66.82	19.11	37.34
1064	vit_so150m_patch16_reg4_map_256	256	718.36	1425.463	1024	141.48	37.18	53.68
1065	vitamin_base_224	224	715.12	715.949	512	87.72	22.68	52.77
1066	ecaresnet200d	256	715.01	1432.144	1024	64.69	20.0	43.15
1067	seresnet200d	256	714.8	1432.561	1024	71.86	20.01	43.15
1068	swinv2_cr_base_ns_224	224	714.1	1433.953	1024	87.88	15.86	59.66
1069	resnetrs200	256	710.99	1440.207	1024	93.21	20.18	43.42
1070	xcit_nano_12_p8_384	384	706.26	1449.87	1024	3.05	6.34	46.08
1071	convnext_large	224	700.67	1461.443	1024	197.77	34.4	43.13
1072	densenet264d	224	698.28	1466.454	1024	72.74	13.57	14.0
1073	mobilenetv4_conv_aa_large	544	697.25	550.726	384	32.59	14.19	64.79
1074	resnet152d	320	692.74	1478.183	1024	60.21	24.08	47.67
1075	coat_small	224	688.09	1488.162	1024	21.69	12.61	44.25
1076	xcit_tiny_24_p8_224	224	688.06	1488.225	1024	12.11	9.21	45.39
1077	senet154	224	671.82	1524.195	1024	115.09	20.77	38.69
1078	maxxvitv2_rmlp_base_rw_224	224	671.73	1143.308	768	116.09	24.2	62.77
1079	legacy_senet154	224	671.25	1525.511	1024	115.09	20.77	38.69
1080	efficientvit_l3	224	665.72	1538.173	1024	246.04	27.62	39.16
1081	mobilevitv2_200	384	664.44	385.277	256	18.45	16.24	72.34
1082	dpn107	224	662.3	1546.122	1024	86.92	18.38	33.46
1083	efficientformerv2_s2	224	659.15	1553.507	1024	12.71	1.27	11.77
1084	xception71	299	656.41	779.991	512	42.34	18.09	69.92
1085	regnety_160	288	653.9	1174.472	768	83.59	26.37	38.07
1086	convnext_small	384	651.61	1178.605	768	50.22	25.58	63.37
1087	regnety_320	224	650.19	1574.91	1024	145.05	32.34	30.26
1088	volo_d3_224	224	645.72	1585.818	1024	86.33	20.78	60.09
1089	fastvit_ma36	256	645.47	1586.419	1024	44.07	7.88	41.09
1090	regnetz_d8_evos	256	644.05	1589.928	1024	23.46	4.5	24.92
1091	convnext_base	320	637.05	1205.552	768	88.59	31.39	58.68
1092	poolformerv2_m36	224	635.87	1610.368	1024	56.08	8.81	22.02
1093	davit_large	224	635.02	1209.401	768	196.81	34.6	60.99
1094	gcvit_base	224	632.31	1619.451	1024	90.32	14.87	55.48
1095	vit_betwixt_patch16_reg4_gap_384	384	627.16	1632.736	1024	60.6	39.71	85.28
1096	tf_efficientnetv2_m	384	625.53	1636.99	1024	54.14	15.85	57.52
1097	regnetz_c16_evos	320	625.03	819.15	512	13.49	3.86	25.88
1098	hgnetv2_b6	288	616.55	1245.628	768	75.26	27.9	35.09
1099	hrnet_w64	224	612.17	1672.733	1024	128.06	28.97	35.09
1100	seresnet152d	320	607.38	1685.905	1024	66.84	24.09	47.72
1101	vit_large_patch32_384	384	604.74	1693.288	1024	306.63	45.31	43.86
1102	resnetrs152	320	603.9	1695.633	1024	86.62	24.34	48.14
1103	resnet200	288	603.31	1697.296	1024	64.67	24.91	53.21
1104	efficientvit_l2	384	599.94	1280.123	768	63.71	20.45	57.01
1105	crossvit_18_dagger_408	408	597.37	1714.173	1024	44.61	32.47	124.87
1106	caformer_m36	224	590.66	1733.627	1024	56.2	13.29	50.48
1107	regnetx_320	224	589.67	1736.551	1024	107.81	31.81	36.3
1108	xcit_small_12_p8_224	224	588.09	1741.223	1024	26.21	18.69	47.21
1109	resnext101_64x4d	288	587.4	1743.275	1024	83.46	25.66	51.59
1110	fastvit_mci2	256	583.9	1753.716	1024	35.82	7.91	43.34
1111	resnetv2_50x3_bit	224	582.22	1319.082	768	217.32	37.06	33.34
1112	levit_conv_512_s8	224	573.27	669.829	384	74.05	21.82	52.28
1113	rdnet_large	224	571.45	895.96	512	186.27	34.74	46.67
1114	levit_512_s8	224	570.5	448.717	256	74.05	21.82	52.28
1115	convnextv2_tiny	384	570.14	673.511	384	28.64	13.14	39.48
1116	efficientnet_b5	416	567.51	451.086	256	30.39	8.27	80.68
1117	maxvit_rmlp_base_rw_224	224	564.83	1359.676	768	116.14	23.15	92.64
1118	nextvit_base	384	564.24	1814.832	1024	44.82	24.64	73.95
1119	seresnet269d	256	557.61	1836.401	1024	113.67	26.59	53.6
1120	convformer_m36	224	556.43	1840.292	1024	57.05	12.89	42.05
1121	seresnext101_32x8d	288	545.61	1876.8	1024	93.57	27.24	51.63
1122	vit_mediumd_patch16_reg4_gap_384	384	545.01	1878.868	1024	64.27	43.67	113.51
1123	resnetrs270	256	542.54	1887.403	1024	129.86	27.06	55.84
1124	efficientnetv2_m	416	542.39	1887.938	1024	54.14	18.6	67.5
1125	efficientvit_l3	256	537.65	1428.432	768	246.04	36.06	50.98
1126	nfnet_f2	256	537.3	1905.805	1024	193.78	33.76	41.85
1127	seresnext101d_32x8d	288	536.93	1907.142	1024	93.59	27.64	52.95
1128	convnext_large_mlp	256	535.86	1433.184	768	200.13	44.94	56.33
1129	volo_d1_384	384	534.71	1915.039	1024	26.78	22.75	108.55
1130	swinv2_base_window8_256	256	531.77	1925.628	1024	87.92	20.37	52.59
1131	halonet_h1	256	529.72	483.267	256	8.1	3.0	51.17
1132	resnext101_32x16d	224	523.52	1955.962	1024	194.03	36.27	51.18
1133	eca_nfnet_l2	320	520.54	1967.185	1024	56.72	20.95	47.43
1134	ecaresnet200d	288	520.38	1967.761	1024	64.69	25.31	54.59
1135	seresnet200d	288	520.31	1968.044	1024	71.86	25.32	54.6
1136	mixer_l16_224	224	519.58	1970.82	1024	208.2	44.6	41.69
1137	caformer_s18	384	518.39	987.656	512	26.34	13.42	77.34
1138	regnetz_e8	320	511.76	2000.937	1024	57.7	15.46	63.94
1139	resnet200d	320	510.27	2006.761	1024	64.69	31.25	67.33
1140	vit_base_patch16_384	384	509.98	2007.91	1024	86.86	55.54	101.56
1141	deit_base_patch16_384	384	508.8	2012.559	1024	86.86	55.54	101.56
1142	vit_base_patch16_clip_384	384	508.48	2013.827	1024	86.86	55.54	101.56
1143	deit_base_distilled_patch16_384	384	508.27	2014.657	1024	87.63	55.65	101.82
1144	maxvit_base_tf_224	224	507.09	1009.673	512	119.47	24.04	95.01
1145	efficientnet_b5	448	506.95	504.97	256	30.39	9.59	93.56
1146	hgnet_base	288	502.62	1018.647	512	71.58	41.55	25.57
1147	swin_large_patch4_window7_224	224	500.32	1535.009	768	196.53	34.53	54.94
1148	seresnextaa101d_32x8d	288	496.57	2062.142	1024	93.59	28.51	56.44
1149	convformer_s18	384	496.26	1031.706	512	26.77	11.63	46.49
1150	vit_base_patch16_18x2_224	224	493.7	2074.102	1024	256.73	52.51	71.38
1151	coatnet_3_rw_224	224	492.8	519.468	256	181.81	33.44	73.83
1152	coatnet_rmlp_3_rw_224	224	492.67	519.608	256	165.15	33.56	79.47
1153	swinv2_small_window16_256	256	489.28	1046.418	512	49.73	12.82	66.29
1154	vit_small_patch14_dinov2	518	488.22	1573.045	768	22.06	46.76	198.79
1155	vit_large_patch16_224	224	486.7	2103.941	1024	304.33	61.6	63.52
1156	deit3_base_patch16_384	384	483.16	2119.352	1024	86.88	55.54	101.56
1157	eva_large_patch14_196	196	482.51	2122.231	1024	304.14	61.57	63.52
1158	hrnet_w48_ssld	288	481.65	2125.993	1024	77.47	28.66	47.21
1159	swinv2_large_window12_192	192	480.44	1065.672	512	228.77	26.17	56.53
1160	poolformerv2_m48	224	479.37	2136.125	1024	73.35	11.59	29.17
1161	vit_small_patch14_reg4_dinov2	518	477.58	2144.131	1024	22.06	46.95	199.77
1162	nf_regnet_b5	456	475.93	1613.682	768	49.74	11.7	61.95
1163	xcit_large_24_p16_224	224	474.28	2159.06	1024	189.1	35.86	47.27
1164	nfnet_f1	320	473.95	2160.551	1024	132.63	35.97	46.77
1165	hiera_large_224	224	472.69	2166.325	1024	213.74	40.34	83.37
1166	coatnet_3_224	224	472.05	542.3	256	166.97	36.56	79.01
1167	beit_large_patch16_224	224	471.9	2169.953	1024	304.43	61.6	63.52
1168	beitv2_large_patch16_224	224	471.02	2173.984	1024	304.43	61.6	63.52
1169	efficientnetv2_rw_m	416	467.89	1641.398	768	53.24	21.49	79.62
1170	beit_base_patch16_384	384	466.33	2195.871	1024	86.74	55.54	101.56
1171	deit3_large_patch16_224	224	466.0	2197.402	1024	304.37	61.6	63.52
1172	resnetv2_101x1_bit	448	465.55	1099.773	512	44.54	31.65	64.93
1173	vit_base_patch16_siglip_gap_384	384	464.63	2203.912	1024	86.09	55.43	101.3
1174	dm_nfnet_f2	256	462.44	2214.346	1024	193.78	33.76	41.85
1175	maxvit_tiny_tf_384	384	461.19	555.072	256	30.98	17.53	123.42
1176	vit_base_patch16_siglip_384	384	459.33	2229.343	1024	93.18	56.12	102.2
1177	nextvit_large	384	453.31	2258.917	1024	57.87	32.03	90.76
1178	xcit_tiny_12_p8_384	384	445.81	2296.929	1024	6.71	14.13	69.14
1179	convnext_base	384	444.68	1151.37	512	88.59	45.21	84.49
1180	resnetv2_152x2_bit	224	443.47	2309.045	1024	236.34	46.95	45.11
1181	convnext_xlarge	224	442.0	1737.54	768	350.2	60.98	57.5
1182	convnextv2_base	288	441.99	1158.384	512	88.72	25.43	47.53
1183	resnetrs200	320	441.67	2318.444	1024	93.21	31.51	67.81
1184	efficientformerv2_l	224	430.68	2377.646	1024	26.32	2.59	18.54
1185	tiny_vit_21m_512	512	429.7	893.628	384	21.27	27.02	177.93
1186	convnextv2_large	224	427.59	1197.409	512	197.96	34.4	43.13
1187	swinv2_cr_tiny_384	384	426.11	600.773	256	28.33	15.34	161.01
1188	tf_efficientnet_b5	456	425.94	601.015	256	30.39	10.46	98.86
1189	flexivit_large	240	425.42	2407.038	1024	304.36	70.99	75.39
1190	caformer_b36	224	424.34	1809.846	768	98.75	23.22	67.3
1191	convnext_large	288	423.15	1209.95	512	197.77	56.87	71.29
1192	maxxvitv2_rmlp_large_rw_224	224	421.82	1820.649	768	215.42	44.14	87.15
1193	swinv2_cr_large_224	224	421.57	1821.761	768	196.68	35.1	78.42
1194	seresnextaa101d_32x8d	320	419.27	1831.76	768	93.59	35.19	69.67
1195	tf_efficientnetv2_m	480	411.3	1867.24	768	54.14	24.76	89.84
1196	xcit_small_24_p16_384	384	410.23	2496.154	1024	47.67	26.72	68.58
1197	davit_huge	224	408.33	1253.884	512	348.92	61.23	81.32
1198	regnetz_d8_evos	320	408.1	1881.86	768	23.46	7.03	38.92
1199	tresnet_l	448	406.59	2518.499	1024	55.99	43.59	47.56
1200	seresnet269d	288	404.46	2531.781	1024	113.67	33.65	67.81
1201	dm_nfnet_f1	320	403.9	2535.248	1024	132.63	35.97	46.77
1202	convformer_b36	224	402.48	1908.173	768	99.88	22.69	56.06
1203	regnety_160	384	385.7	995.583	384	83.59	46.87	67.67
1204	vit_large_r50_s32_384	384	380.77	2689.262	1024	329.09	57.43	76.52
1205	volo_d4_224	224	377.23	2714.52	1024	192.96	44.34	80.22
1206	eca_nfnet_l2	384	365.9	2098.95	768	56.72	30.05	68.28
1207	regnety_640	224	364.69	2105.867	768	281.38	64.16	42.5
1208	vit_base_patch8_224	224	364.14	2812.13	1024	86.58	78.22	161.69
1209	vit_large_patch14_224	224	359.91	2845.139	1024	304.2	81.08	88.79
1210	vit_large_patch14_clip_224	224	359.73	2846.6	1024	304.2	81.08	88.79
1211	swinv2_base_window16_256	256	357.24	1074.897	384	87.92	22.02	84.71
1212	swinv2_base_window12to16_192to256	256	357.13	1075.233	384	87.92	22.02	84.71
1213	vit_large_patch16_siglip_gap_256	256	354.73	2886.676	1024	303.36	80.8	88.34
1214	vit_large_patch16_siglip_256	256	352.45	2905.34	1024	315.96	81.34	88.88
1215	maxvit_large_tf_224	224	347.37	1105.422	384	211.79	43.68	127.35
1216	resnest200e	320	346.52	2955.04	1024	70.2	35.69	82.78
1217	ecaresnet269d	320	346.03	2959.242	1024	102.09	41.53	83.69
1218	efficientnetv2_l	384	345.28	2965.659	1024	118.52	36.1	101.16
1219	convnext_large_mlp	320	342.48	1494.96	512	200.13	70.21	88.02
1220	tf_efficientnetv2_l	384	341.98	2994.345	1024	118.52	36.1	101.16
1221	efficientvit_l3	320	341.33	1500.013	512	246.04	56.32	79.34
1222	convmixer_768_32	224	341.12	3001.86	1024	21.11	19.55	25.95
1223	inception_next_base	384	340.77	1502.454	512	86.67	43.64	75.48
1224	eca_nfnet_l3	352	334.48	3061.425	1024	72.04	32.57	73.12
1225	resnetv2_101x3_bit	224	334.42	2296.52	768	387.93	71.23	48.7
1226	vit_base_r50_s16_384	384	334.22	2297.893	768	98.95	67.43	135.03
1227	vit_large_patch14_clip_quickgelu_224	224	325.86	3142.415	1024	303.97	81.08	88.79
1228	repvgg_d2se	320	322.97	3170.518	1024	133.33	74.57	46.82
1229	coat_lite_medium_384	384	313.99	1630.619	512	44.57	28.73	116.7
1230	resnetrs350	288	312.34	3278.479	1024	163.96	43.67	87.09
1231	vit_large_patch14_xp_224	224	310.38	3299.14	1024	304.06	81.01	88.79
1232	nasnetalarge	331	307.5	1248.755	384	88.75	23.89	90.56
1233	xcit_small_24_p8_224	224	306.97	3335.811	1024	47.63	35.81	90.78
1234	tresnet_xl	448	297.76	2579.254	768	78.44	60.77	61.31
1235	pnasnet5large	331	297.12	1292.401	384	86.06	25.04	92.89
1236	volo_d2_384	384	296.76	3450.594	1024	58.87	46.17	184.51
1237	maxvit_small_tf_384	384	291.09	659.588	192	69.02	35.87	183.65
1238	vitamin_large2_224	224	290.22	1764.162	512	333.58	75.05	112.83
1239	vitamin_large_224	224	290.09	1764.937	512	333.32	75.05	112.83
1240	ecaresnet269d	352	288.69	3547.034	1024	102.09	50.25	101.25
1241	coatnet_4_224	224	287.2	891.364	256	275.43	62.48	129.26
1242	xcit_medium_24_p16_384	384	284.24	3602.53	1024	84.4	47.39	91.64
1243	coatnet_rmlp_2_rw_384	384	282.99	678.457	192	73.88	47.69	209.43
1244	cait_xxs24_384	384	280.88	3645.694	1024	12.03	9.63	122.66
1245	resnetrs270	352	280.56	3649.828	1024	129.86	51.13	105.48
1246	caformer_s36	384	275.88	1855.885	512	39.3	26.08	150.33
1247	resnet50x16_clip_gap	384	269.91	1896.893	512	136.2	70.32	100.64
1248	nfnet_f2	352	268.71	3810.855	1024	193.78	63.22	79.06
1249	convnext_xlarge	288	267.69	1912.637	512	350.2	100.8	95.05
1250	efficientnet_b6	528	265.01	482.998	128	43.04	19.4	167.39
1251	convformer_s36	384	263.97	1939.565	512	40.01	22.54	89.62
1252	eva02_large_patch14_224	224	260.65	3928.659	1024	303.27	81.15	97.2
1253	swinv2_cr_small_384	384	260.05	984.414	256	49.7	29.7	298.03
1254	maxvit_tiny_tf_512	512	259.65	739.436	192	31.05	33.49	257.59
1255	convnextv2_large	288	259.46	986.639	256	197.96	56.87	71.29
1256	resnet50x16_clip	384	258.3	1982.153	512	167.33	74.9	103.54
1257	eva02_large_patch14_clip_224	224	256.99	3984.533	1024	304.11	81.18	97.2
1258	mvitv2_large_cls	224	256.7	2991.779	768	234.58	42.17	111.69
1259	tf_efficientnet_b6	528	254.23	503.468	128	43.04	19.4	167.39
1260	vit_so400m_patch14_siglip_gap_224	224	251.8	4066.704	1024	412.44	109.57	106.13
1261	resnext101_32x32d	224	251.59	2035.02	512	468.53	87.29	91.12
1262	nfnet_f3	320	250.99	4079.757	1024	254.92	68.77	83.93
1263	vit_so400m_patch14_siglip_224	224	250.86	4082.015	1024	427.68	110.26	106.73
1264	vit_base_patch16_siglip_gap_512	512	250.3	2045.523	512	86.43	107.0	246.15
1265	convnextv2_base	384	249.33	1026.75	256	88.72	45.21	84.49
1266	mvitv2_large	224	249.02	2056.082	512	217.99	43.87	112.02
1267	vit_base_patch16_siglip_512	512	247.63	2067.618	512	93.52	108.22	247.74
1268	volo_d5_224	224	246.42	4155.464	1024	295.46	72.4	118.11
1269	efficientnetv2_xl	384	242.5	4222.705	1024	208.12	52.81	139.2
1270	convnext_large	384	238.93	1607.182	384	197.77	101.1	126.74
1271	convnext_large_mlp	384	238.86	1607.59	384	200.13	101.11	126.74
1272	dm_nfnet_f2	352	235.33	3263.538	768	193.78	63.22	79.06
1273	xcit_tiny_24_p8_384	384	233.44	4386.633	1024	12.11	27.05	132.95
1274	swin_base_patch4_window12_384	384	232.72	1100.045	256	87.9	47.19	134.78
1275	efficientnetv2_l	480	231.29	2213.666	512	118.52	56.4	157.99
1276	tf_efficientnetv2_xl	384	229.94	4453.261	1024	208.12	52.81	139.2
1277	tf_efficientnetv2_l	480	229.17	2234.12	512	118.52	56.4	157.99
1278	resnetrs420	320	226.89	4513.089	1024	191.89	64.2	126.56
1279	vitamin_large_256	256	224.62	1709.558	384	333.38	99.0	154.99
1280	vitamin_large2_256	256	224.19	1712.805	384	333.64	99.0	154.99
1281	maxxvitv2_rmlp_base_rw_384	384	219.77	1747.277	384	116.09	72.98	213.74
1282	swinv2_large_window12to16_192to256	256	218.3	1172.672	256	196.74	47.81	121.53
1283	regnety_320	384	216.75	1771.603	384	145.05	95.0	88.87
1284	dm_nfnet_f3	320	216.6	4727.524	1024	254.92	68.77	83.93
1285	resmlp_big_24_224	224	215.29	4756.307	1024	129.14	100.23	87.31
1286	efficientvit_l3	384	214.99	1786.092	384	246.04	81.08	114.02
1287	seresnextaa201d_32x8d	320	214.12	4782.305	1024	149.39	70.22	138.71
1288	xcit_medium_24_p8_224	224	211.66	4837.959	1024	84.32	63.53	121.23
1289	hiera_huge_224	224	211.18	2424.411	512	672.78	124.85	150.95
1290	eca_nfnet_l3	448	206.31	2481.677	512	72.04	52.55	118.4
1291	caformer_m36	384	198.38	1290.465	256	56.2	42.11	196.35
1292	xcit_small_12_p8_384	384	196.63	2603.882	512	26.21	54.92	138.29
1293	cait_xs24_384	384	196.17	3914.895	768	26.67	19.28	183.98
1294	rdnet_large	384	195.11	984.048	192	186.27	102.09	137.13
1295	eva02_base_patch14_448	448	193.77	2642.327	512	87.12	107.11	259.14
1296	maxvit_xlarge_tf_224	224	190.88	1341.125	256	506.99	97.52	191.04
1297	focalnet_huge_fl3	224	190.8	2683.391	512	745.28	118.26	104.8
1298	convformer_m36	384	189.9	1348.049	256	57.05	37.87	123.56
1299	resnetrs350	384	188.33	5437.373	1024	163.96	77.59	154.74
1300	cait_xxs36_384	384	188.29	5438.504	1024	17.37	14.35	183.7
1301	swinv2_cr_base_384	384	185.69	1378.646	256	87.88	50.57	333.68
1302	vit_huge_patch14_224	224	183.94	5567.143	1024	630.76	167.4	139.41
1303	vit_huge_patch14_clip_224	224	183.87	5569.209	1024	632.05	167.4	139.41
1304	vit_base_patch14_dinov2	518	181.94	2814.035	512	86.58	151.71	397.58
1305	regnety_1280	224	181.49	2821.098	512	644.81	127.66	71.58
1306	maxvit_rmlp_base_rw_384	384	181.15	2119.803	384	116.14	70.97	318.95
1307	vit_base_patch14_reg4_dinov2	518	180.64	2834.287	512	86.58	152.25	399.53
1308	vitamin_xlarge_256	256	180.27	1420.118	256	436.06	130.13	177.37
1309	swinv2_cr_huge_224	224	179.14	2143.597	384	657.83	115.97	121.08
1310	vit_huge_patch14_gap_224	224	178.21	5745.966	1024	630.76	166.73	138.74
1311	deit3_huge_patch14_224	224	176.76	5793.252	1024	632.13	167.4	139.41
1312	convnextv2_huge	224	175.22	1461.021	256	660.29	115.0	79.07
1313	sam2_hiera_tiny	896	173.99	367.818	64	26.85	99.86	384.63
1314	vit_huge_patch14_clip_quickgelu_224	224	169.48	6042.139	1024	632.08	167.4	139.41
1315	maxvit_base_tf_384	384	163.19	1176.531	192	119.65	73.8	332.9
1316	vit_huge_patch14_xp_224	224	162.96	6283.755	1024	631.8	167.3	139.41
1317	maxvit_small_tf_512	512	162.91	589.27	96	69.13	67.26	383.77
1318	xcit_large_24_p16_384	384	162.76	6291.334	1024	189.1	105.35	137.17
1319	resnest269e	416	162.7	3146.963	512	110.93	77.69	171.98
1320	vit_large_patch16_384	384	159.33	4820.268	768	304.72	191.21	270.24
1321	resnetv2_152x2_bit	384	158.13	2428.302	384	236.34	136.16	132.56
1322	eva_large_patch14_336	336	157.87	4864.597	768	304.53	191.1	270.24
1323	vit_large_patch14_clip_336	336	157.73	4868.972	768	304.53	191.11	270.24
1324	efficientnet_b7	600	155.34	618.001	96	66.35	38.33	289.94
1325	convmixer_1536_20	224	153.83	6656.648	1024	51.63	48.68	33.03
1326	coatnet_5_224	224	152.87	1255.992	192	687.47	145.49	194.24
1327	seresnextaa201d_32x8d	384	152.07	5050.135	768	149.39	101.11	199.72
1328	convnext_xxlarge	256	152.04	2525.627	384	846.47	198.09	124.45
1329	deit3_large_patch16_384	384	151.9	6741.438	1024	304.76	191.21	270.24
1330	cait_s24_384	384	150.93	3392.288	512	47.06	32.17	245.31
1331	convnext_xlarge	384	150.77	1697.89	256	350.2	179.2	168.99
1332	davit_giant	224	150.39	2553.341	384	1406.47	192.92	153.06
1333	tf_efficientnet_b7	600	150.32	638.606	96	66.35	38.33	289.94
1334	volo_d3_448	448	150.3	3406.615	512	86.63	96.33	446.83
1335	nfnet_f3	416	148.76	3441.715	512	254.92	115.58	141.78
1336	vit_large_patch16_siglip_gap_384	384	148.02	5188.469	768	303.69	190.85	269.55
1337	vit_giant_patch16_gap_224	224	147.29	6952.477	1024	1011.37	202.46	139.26
1338	vit_large_patch16_siglip_384	384	147.15	5219.006	768	316.28	192.07	270.75
1339	sam2_hiera_small	896	147.12	435.006	64	33.95	123.99	442.63
1340	resnetv2_50x3_bit	448	147.08	1305.439	192	217.32	145.7	133.37
1341	beit_large_patch16_384	384	146.92	6969.565	1024	305.0	191.21	270.24
1342	convnextv2_large	384	146.46	1310.909	192	197.96	101.1	126.74
1343	resnetv2_152x4_bit	224	144.26	3549.137	512	936.53	186.9	90.22
1344	efficientnetv2_xl	512	144.24	3549.736	512	208.12	93.85	247.32
1345	vit_large_patch14_clip_quickgelu_336	336	143.45	5353.757	768	304.29	191.11	270.24
1346	nfnet_f4	384	143.08	3578.376	512	316.07	122.14	147.57
1347	tf_efficientnetv2_xl	512	143.04	3579.486	512	208.12	93.85	247.32
1348	caformer_b36	384	142.66	1794.459	256	98.75	72.33	261.79
1349	convformer_b36	384	137.39	1863.311	256	99.88	66.67	164.75
1350	swin_large_patch4_window12_384	384	136.15	940.102	128	196.74	104.08	202.16
1351	resnetrs420	416	133.29	7682.756	1024	191.89	108.45	213.79
1352	dm_nfnet_f3	416	128.51	3984.046	512	254.92	115.58	141.78
1353	regnety_640	384	127.6	2006.234	256	281.38	188.47	124.83
1354	vitamin_large2_336	336	125.13	1534.357	192	333.83	175.72	307.47
1355	vitamin_large_336	336	125.0	1536.041	192	333.57	175.72	307.47
1356	dm_nfnet_f4	384	124.43	4114.62	512	316.07	122.14	147.57
1357	focalnet_huge_fl4	224	122.1	4193.181	512	686.46	118.9	113.34
1358	xcit_large_24_p8_224	224	120.47	4249.905	512	188.93	141.23	181.56
1359	eva_giant_patch14_224	224	119.09	8598.315	1024	1012.56	267.18	192.64
1360	eva_giant_patch14_clip_224	224	118.98	8606.661	1024	1012.59	267.18	192.64
1361	vit_giant_patch14_clip_224	224	116.63	8780.15	1024	1012.65	267.18	192.64
1362	vit_giant_patch14_224	224	116.59	8782.578	1024	1012.61	267.18	192.64
1363	resnetv2_152x2_bit	448	115.47	2217.012	256	236.34	184.99	180.43
1364	maxvit_large_tf_384	384	114.31	1119.749	128	212.03	132.55	445.84
1365	eva02_large_patch14_clip_336	336	113.18	6785.716	768	304.43	191.34	289.13
1366	swinv2_cr_large_384	384	111.86	1144.308	128	196.68	108.96	404.96
1367	mvitv2_huge_cls	224	111.11	3456.171	384	694.8	120.67	243.63
1368	convnextv2_huge	288	106.25	1204.727	128	660.29	190.1	130.7
1369	xcit_small_24_p8_384	384	103.14	4964.351	512	47.63	105.24	265.91
1370	nfnet_f5	416	101.36	5051.238	512	377.21	170.71	204.56
1371	vitamin_xlarge_336	336	101.3	1895.3	192	436.06	230.18	347.33
1372	efficientnet_b8	672	101.16	948.953	96	87.41	63.48	442.89
1373	cait_s36_384	384	100.96	5071.452	512	68.37	47.99	367.4
1374	tf_efficientnet_b8	672	98.41	975.542	96	87.41	63.48	442.89
1375	davit_base_fl	768	97.7	1310.076	128	90.37	190.32	530.15
1376	swinv2_base_window12to24_192to384	384	96.33	664.374	64	87.92	55.25	280.36
1377	focalnet_large_fl3	384	94.31	4071.8	384	239.13	105.06	168.04
1378	resnet50x64_clip_gap	448	93.27	2744.574	256	365.03	253.96	233.22
1379	maxvit_base_tf_512	512	91.79	1045.908	96	119.88	138.02	703.99
1380	focalnet_large_fl4	384	91.43	4199.805	384	239.32	105.2	181.78
1381	resnet50x64_clip	448	90.11	2840.862	256	420.38	265.02	239.13
1382	vitamin_large2_384	384	88.05	2180.459	192	333.97	234.44	440.16
1383	vitamin_large_384	384	87.97	2182.658	192	333.71	234.44	440.16
1384	dm_nfnet_f5	416	87.96	5820.621	512	377.21	170.71	204.56
1385	volo_d4_448	448	86.81	5898.056	512	193.41	197.13	527.35
1386	resnetv2_101x3_bit	448	85.75	2239.106	192	387.93	280.33	194.78
1387	nfnet_f4	512	81.27	4725.064	384	316.07	216.26	262.26
1388	vit_so400m_patch14_siglip_gap_384	384	81.27	6299.962	512	412.99	333.46	451.19
1389	vit_so400m_patch14_siglip_384	384	80.82	6335.238	512	428.23	335.4	452.89
1390	vit_huge_patch14_clip_336	336	79.74	6420.825	512	632.46	390.97	407.54
1391	sam2_hiera_base_plus	896	77.26	828.314	64	68.68	227.48	828.88
1392	nfnet_f6	448	75.59	6773.363	512	438.36	229.7	273.62
1393	beit_large_patch16_512	512	75.53	6779.013	512	305.67	362.24	656.39
1394	vitamin_xlarge_384	384	75.14	1703.48	128	436.06	306.38	493.46
1395	xcit_medium_24_p8_384	384	71.62	5361.499	384	84.32	186.67	354.73
1396	dm_nfnet_f4	512	70.24	5466.713	384	316.07	216.26	262.26
1397	vit_gigantic_patch14_224	224	66.99	7643.451	512	1844.44	483.95	275.37
1398	vit_gigantic_patch14_clip_224	224	66.83	7661.682	512	1844.91	483.96	275.37
1399	dm_nfnet_f6	448	66.08	5811.539	384	438.36	229.7	273.62
1400	focalnet_xlarge_fl3	384	65.69	3897.182	256	408.79	185.61	223.99
1401	regnety_1280	384	64.85	2960.449	192	644.81	374.99	210.2
1402	maxvit_large_tf_512	512	64.1	998.492	64	212.33	244.75	942.15
1403	maxvit_xlarge_tf_384	384	63.88	1502.728	96	475.32	292.78	668.76
1404	focalnet_xlarge_fl4	384	63.84	4009.787	256	409.03	185.79	242.31
1405	vit_huge_patch14_clip_378	378	62.23	8227.954	512	632.68	503.79	572.79
1406	eva02_large_patch14_448	448	61.3	8351.964	512	305.08	362.33	689.95
1407	convnextv2_huge	384	61.13	1570.42	96	660.29	337.96	232.35
1408	swinv2_large_window12to24_192to384	384	61.02	786.614	48	196.74	116.15	407.83
1409	tf_efficientnet_l2	475	60.44	1588.24	96	480.31	172.11	609.89
1410	nfnet_f5	544	58.88	6521.51	384	377.21	290.97	349.71
1411	vit_large_patch14_dinov2	518	58.84	6526.064	384	304.37	507.15	1058.82
1412	vit_large_patch14_reg4_dinov2	518	58.65	6547.461	384	304.37	508.9	1064.02
1413	nfnet_f7	480	57.75	6649.626	384	499.5	300.08	355.86
1414	volo_d5_448	448	57.67	4439.066	256	295.91	315.06	737.92
1415	vit_so400m_patch14_siglip_gap_448	448	57.55	6672.399	384	413.33	487.18	764.26
1416	vit_huge_patch14_clip_quickgelu_378	378	57.44	8913.629	512	632.68	503.79	572.79
1417	vit_huge_patch16_gap_448	448	53.54	7172.285	384	631.67	544.7	636.83
1418	eva_giant_patch14_336	336	51.78	9887.539	512	1013.01	620.64	550.67
1419	swinv2_cr_giant_224	224	51.7	3713.689	192	2598.76	483.85	309.15
1420	dm_nfnet_f5	544	51.67	4954.931	256	377.21	290.97	349.71
1421	swinv2_cr_huge_384	384	48.44	1321.195	64	657.94	352.04	583.18
1422	nfnet_f6	576	45.98	5567.566	256	438.36	378.69	452.2
1423	volo_d5_512	512	44.13	5800.796	256	296.09	425.09	1105.37
1424	xcit_large_24_p8_384	384	40.73	6285.389	256	188.93	415.0	531.82
1425	dm_nfnet_f6	576	39.87	6420.075	256	438.36	378.69	452.2
1426	nfnet_f7	608	36.14	7083.228	256	499.5	480.39	570.85
1427	maxvit_xlarge_tf_512	512	35.64	1346.799	48	475.77	534.14	1413.22
1428	regnety_2560	384	34.99	2743.264	96	1282.6	747.83	296.49
1429	convnextv2_huge	512	34.27	1400.46	48	660.29	600.81	413.07
1430	davit_huge_fl	768	34.25	1868.539	64	360.64	744.84	1060.3
1431	cait_m36_384	384	33.17	7717.041	256	271.22	173.11	734.81
1432	resnetv2_152x4_bit	480	32.37	3954.731	128	936.53	844.84	414.26
1433	sam2_hiera_large	1024	23.78	2018.069	48	212.15	907.48	2190.34
1434	efficientnet_l2	800	22.94	1394.635	32	480.31	479.12	1707.39
1435	samvit_base_patch16	1024	22.72	528.058	12	89.67	486.43	1343.27
1436	tf_efficientnet_l2	800	22.52	1420.719	32	480.31	479.12	1707.39
1437	vit_giant_patch14_dinov2	518	17.71	7227.529	128	1136.48	1784.2	2757.89
1438	vit_giant_patch14_reg4_dinov2	518	17.61	7266.646	128	1136.48	1790.08	2771.21
1439	eva_giant_patch14_560	560	16.99	7533.399	128	1014.45	1906.76	2577.17
1440	swinv2_cr_giant_384	384	14.93	2142.906	32	2598.76	1450.71	1394.86
1441	cait_m48_448	448	14.06	9102.618	128	356.46	329.41	1708.23
1442	samvit_large_patch16	1024	10.4	769.501	8	308.28	1493.86	2553.78
1443	vit_so400m_patch14_siglip_gap_896	896	10.27	9344.729	96	416.87	2731.49	8492.88
1444	samvit_huge_patch16	1024	6.35	944.29	6	637.03	2982.23	3428.16