pytorch-image-models/results/benchmark-infer-amp-nchw-pt240-cu124-rtx4090.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	188343.61	5.426	1024	0.37	0.04	0.48
3	test_byobnet	160	114439.82	8.933	1024	0.46	0.03	0.43
4	test_efficientnet	160	101055.26	10.121	1024	0.36	0.06	0.55
5	tinynet_e	106	76644.06	13.346	1024	2.04	0.03	0.69
6	mobilenetv3_small_050	224	70186.63	14.579	1024	1.59	0.03	0.92
7	lcnet_035	224	64212.36	15.936	1024	1.64	0.03	1.04
8	efficientvit_m0	224	54771.53	18.686	1024	2.35	0.08	0.91
9	lcnet_050	224	53644.11	19.078	1024	1.88	0.05	1.26
10	mobilenetv3_small_075	224	49475.98	20.686	1024	2.04	0.05	1.3
11	mobilenetv3_small_100	224	43953.49	23.286	1024	2.54	0.06	1.42
12	tinynet_d	152	40047.08	25.554	1024	2.34	0.05	1.42
13	efficientvit_m1	224	38637.78	26.491	1024	2.98	0.17	1.33
14	tf_mobilenetv3_small_075	224	37336.46	27.408	1024	2.04	0.05	1.3
15	tf_mobilenetv3_small_minimal_100	224	37294.33	27.442	1024	2.04	0.06	1.41
16	efficientvit_m2	224	34551.89	29.625	1024	4.19	0.2	1.47
17	tf_mobilenetv3_small_100	224	34059.68	30.049	1024	2.54	0.06	1.42
18	lcnet_075	224	33742.36	30.337	1024	2.36	0.1	1.99
19	mobilenetv4_conv_small	224	32546.3	31.45	1024	3.77	0.19	1.97
20	efficientvit_m3	224	29796.09	34.355	1024	6.9	0.27	1.62
21	mnasnet_small	224	29488.73	34.713	1024	2.03	0.07	2.16
22	levit_128s	224	28915.97	35.397	1024	7.78	0.31	1.88
23	ghostnet_050	224	27810.93	36.808	1024	2.59	0.05	1.77
24	efficientvit_m4	224	27584.68	37.111	1024	8.8	0.3	1.7
25	vit_small_patch32_224	224	27011.35	37.895	1024	22.88	1.15	2.5
26	lcnet_100	224	26901.09	38.053	1024	2.95	0.16	2.52
27	regnetx_002	224	26857.85	38.105	1024	2.68	0.2	2.16
28	resnet18	160	26266.23	38.966	1024	11.69	0.93	1.27
29	resnet10t	176	25959.28	39.426	1024	5.44	0.7	1.51
30	mobilenetv4_conv_small	256	25751.02	39.753	1024	3.77	0.25	2.57
31	repghostnet_050	224	25423.49	40.26	1024	2.31	0.05	2.02
32	levit_conv_128s	224	25136.44	40.725	1024	7.78	0.31	1.88
33	regnety_002	224	25031.98	40.889	1024	3.16	0.2	2.17
34	mobilenetv2_035	224	25024.38	40.909	1024	1.68	0.07	2.86
35	vit_tiny_r_s16_p8_224	224	24696.86	41.446	1024	6.34	0.44	2.06
36	efficientvit_b0	224	22706.84	45.084	1024	3.41	0.1	2.87
37	mnasnet_050	224	22309.73	45.888	1024	2.22	0.11	3.07
38	pit_ti_224	224	21640.68	47.298	1024	4.85	0.7	6.19
39	pit_ti_distilled_224	224	21496.66	47.616	1024	5.1	0.71	6.23
40	tinynet_c	184	20204.93	50.66	1024	2.46	0.11	2.87
41	repghostnet_058	224	19802.21	51.689	1024	2.55	0.07	2.59
42	mixer_s32_224	224	19527.38	52.427	1024	19.1	1.0	2.28
43	mobilenetv2_050	224	19456.73	52.616	1024	1.97	0.1	3.64
44	semnasnet_050	224	19111.19	53.559	1024	2.08	0.11	3.44
45	levit_128	224	19082.4	53.651	1024	9.21	0.41	2.71
46	efficientvit_m5	224	18614.46	54.998	1024	12.47	0.53	2.41
47	vit_medium_patch32_clip_224	224	18383.79	55.687	1024	39.69	2.0	3.34
48	regnetx_004	224	18131.35	56.448	1024	5.16	0.4	3.14
49	gernet_s	224	17973.35	56.961	1024	8.17	0.75	2.65
50	lcnet_150	224	17737.51	57.717	1024	4.5	0.34	3.79
51	deit_tiny_patch16_224	224	17673.84	57.926	1024	5.72	1.26	5.97
52	vit_tiny_patch16_224	224	17666.09	57.952	1024	5.72	1.26	5.97
53	cs3darknet_focus_s	256	17602.37	58.161	1024	3.27	0.69	2.7
54	deit_tiny_distilled_patch16_224	224	17560.74	58.299	1024	5.91	1.27	6.01
55	levit_conv_128	224	17447.46	58.676	1024	9.21	0.41	2.71
56	regnetx_004_tv	224	17439.64	58.689	1024	5.5	0.42	3.17
57	levit_192	224	16980.83	60.29	1024	10.95	0.66	3.2
58	cs3darknet_s	256	16965.42	60.345	1024	3.28	0.72	2.97
59	resnet10t	224	16340.38	62.643	1024	5.44	1.1	2.43
60	resnet34	160	16119.94	63.502	1024	21.8	1.87	1.91
61	repghostnet_080	224	15726.41	65.091	1024	3.28	0.1	3.22
62	levit_conv_192	224	15726.05	65.102	1024	10.95	0.66	3.2
63	mobilenetv3_large_075	224	15518.95	65.962	1024	3.99	0.16	4.0
64	vit_xsmall_patch16_clip_224	224	15266.09	67.063	1024	8.28	1.79	6.65
65	hardcorenas_a	224	14844.77	68.969	1024	5.26	0.23	4.38
66	mnasnet_075	224	14443.19	70.885	1024	3.17	0.23	4.77
67	ese_vovnet19b_slim_dw	224	14337.06	71.41	1024	1.9	0.4	5.28
68	nf_regnet_b0	192	14314.09	71.525	1024	8.76	0.37	3.15
69	mobilenetv3_rw	224	14298.34	71.594	1024	5.48	0.23	4.41
70	resnet14t	176	14213.29	72.022	1024	10.08	1.07	3.61
71	mobilenetv3_large_100	224	14191.17	72.134	1024	5.48	0.23	4.41
72	pit_xs_224	224	14164.01	72.272	1024	10.62	1.4	7.71
73	pit_xs_distilled_224	224	14041.03	72.903	1024	11.0	1.41	7.76
74	ghostnet_100	224	13948.64	73.4	1024	5.18	0.15	3.55
75	regnetx_006	224	13813.98	74.091	1024	6.2	0.61	3.98
76	mobilenetv1_100	224	13760.09	74.406	1024	4.23	0.58	5.04
77	tf_mobilenetv3_large_075	224	13614.3	75.186	1024	3.99	0.16	4.0
78	hardcorenas_b	224	13584.5	75.367	1024	5.18	0.26	5.09
79	resnet18	224	13537.15	75.62	1024	11.69	1.82	2.48
80	hardcorenas_c	224	13512.54	75.768	1024	5.52	0.28	5.01
81	mobilenetv1_100h	224	13446.31	76.143	1024	5.28	0.63	5.09
82	regnety_004	224	13238.44	77.296	1024	4.34	0.41	3.89
83	tf_efficientnetv2_b0	192	13104.66	78.117	1024	7.14	0.54	3.51
84	tf_mobilenetv3_large_minimal_100	224	13074.99	78.292	1024	3.92	0.22	4.4
85	tinynet_b	188	13009.4	78.686	1024	3.73	0.21	4.44
86	mobilenet_edgetpu_v2_xs	224	12965.31	78.967	1024	4.46	0.7	4.8
87	vit_betwixt_patch32_clip_224	224	12906.63	79.313	1024	61.41	3.09	4.17
88	convnext_atto	224	12819.99	79.862	1024	3.7	0.55	3.81
89	repghostnet_100	224	12769.67	80.164	1024	4.07	0.15	3.98
90	mnasnet_100	224	12674.12	80.779	1024	4.38	0.33	5.46
91	seresnet18	224	12647.44	80.94	1024	11.78	1.82	2.49
92	hardcorenas_d	224	12555.09	81.548	1024	7.5	0.3	4.93
93	levit_256	224	12506.52	81.863	1024	18.89	1.13	4.23
94	legacy_seresnet18	224	12443.24	82.276	1024	11.78	1.82	2.49
95	tf_mobilenetv3_large_100	224	12230.56	83.698	1024	5.48	0.23	4.41
96	convnext_atto_ols	224	12208.81	83.859	1024	3.7	0.58	4.11
97	mobilenetv2_075	224	12206.99	83.872	1024	2.64	0.22	5.86
98	edgenext_xx_small	256	12172.17	84.111	1024	1.33	0.26	3.33
99	semnasnet_075	224	12007.14	85.256	1024	2.91	0.23	5.54
100	regnety_006	224	11941.12	85.707	1024	6.06	0.61	4.33
101	levit_conv_256	224	11783.71	86.886	1024	18.89	1.13	4.23
102	repghostnet_111	224	11492.86	89.073	1024	4.54	0.18	4.38
103	spnasnet_100	224	11256.71	90.94	1024	4.42	0.35	6.03
104	levit_256d	224	11118.19	92.088	1024	26.21	1.4	4.93
105	hardcorenas_f	224	11102.22	92.22	1024	8.2	0.35	5.57
106	convnext_femto	224	11040.93	92.732	1024	5.22	0.79	4.57
107	resnet18d	224	11008.69	92.989	1024	11.71	2.06	3.29
108	repvgg_a0	224	10985.0	93.181	1024	9.11	1.52	3.59
109	dla46_c	224	10958.84	93.426	1024	1.3	0.58	4.5
110	mobilenetv1_100	256	10920.28	93.756	1024	4.23	0.76	6.59
111	hardcorenas_e	224	10912.94	93.82	1024	8.07	0.35	5.65
112	mobilenetv4_conv_medium	224	10887.04	94.044	1024	9.72	0.84	5.8
113	ghostnet_130	224	10826.86	94.566	1024	7.36	0.24	4.6
114	ese_vovnet19b_slim	224	10822.95	94.602	1024	3.17	1.69	3.52
115	mobilenetv2_100	224	10810.08	94.71	1024	3.5	0.31	6.68
116	mobilenetv1_100h	256	10741.59	95.317	1024	5.28	0.82	6.65
117	semnasnet_100	224	10684.42	95.813	1024	3.89	0.32	6.23
118	regnetx_008	224	10649.58	96.116	1024	7.26	0.81	5.15
119	convnext_femto_ols	224	10568.01	96.88	1024	5.23	0.82	4.87
120	crossvit_tiny_240	240	10467.46	97.811	1024	7.01	1.57	9.08
121	mobilenet_edgetpu_100	224	10392.92	98.516	1024	4.09	1.0	5.75
122	efficientnet_lite0	224	10376.87	98.665	1024	4.65	0.4	6.74
123	mobilenetv1_125	224	10367.58	98.748	1024	6.27	0.89	6.3
124	mobilevit_xxs	256	10336.7	99.048	1024	1.27	0.42	8.34
125	fbnetc_100	224	10321.13	99.198	1024	5.57	0.4	6.51
126	tinynet_a	192	10287.99	99.507	1024	6.19	0.35	5.41
127	tf_efficientnetv2_b0	224	10217.13	100.198	1024	7.14	0.73	4.77
128	mobilenetv4_hybrid_medium_075	224	10204.4	100.333	1024	7.31	0.66	5.65
129	hgnetv2_b0	224	10169.22	100.683	1024	6.0	0.33	2.12
130	vit_base_patch32_clip_224	224	10127.52	101.084	1024	88.22	4.41	5.01
131	vit_base_patch32_224	224	10112.91	101.231	1024	88.22	4.41	5.01
132	tf_efficientnetv2_b1	192	10100.97	101.35	1024	8.14	0.76	4.59
133	regnety_008	224	9957.68	102.806	1024	6.26	0.81	5.25
134	levit_conv_256d	224	9877.75	103.652	1024	26.21	1.4	4.93
135	crossvit_9_240	240	9867.74	103.759	1024	8.55	1.85	9.52
136	repghostnet_130	224	9782.41	104.652	1024	5.48	0.25	5.24
137	regnety_008_tv	224	9578.99	106.856	1024	6.43	0.84	5.42
138	edgenext_xx_small	288	9574.3	106.938	1024	1.33	0.33	4.21
139	resnetblur18	224	9357.08	109.406	1024	11.69	2.34	3.39
140	vit_small_patch32_384	384	9286.73	110.252	1024	22.92	3.45	8.25
141	xcit_nano_12_p16_224	224	9284.43	110.262	1024	3.05	0.56	4.17
142	mobilenet_edgetpu_v2_s	224	9204.18	111.24	1024	5.99	1.21	6.6
143	visformer_tiny	224	9194.72	111.341	1024	10.32	1.27	5.72
144	dla46x_c	224	9155.27	111.834	1024	1.07	0.54	5.66
145	crossvit_9_dagger_240	240	9081.92	112.735	1024	8.78	1.99	9.97
146	mobilenetv4_conv_medium	256	9068.95	112.899	1024	9.72	1.1	7.58
147	pvt_v2_b0	224	8956.42	114.305	1024	3.67	0.57	7.99
148	resnet14t	224	8930.87	114.632	1024	10.08	1.69	5.8
149	efficientnet_b0	224	8926.12	114.703	1024	5.29	0.4	6.75
150	mnasnet_140	224	8908.91	114.927	1024	7.12	0.6	7.71
151	fbnetv3_b	224	8904.43	114.985	1024	8.6	0.42	6.97
152	pit_s_224	224	8898.37	115.049	1024	23.46	2.88	11.56
153	pit_s_distilled_224	224	8880.77	115.275	1024	24.04	2.9	11.64
154	mobilevitv2_050	256	8864.77	115.498	1024	1.37	0.48	8.04
155	cs3darknet_focus_m	256	8810.63	116.207	1024	9.3	1.98	4.89
156	tf_efficientnet_lite0	224	8709.74	117.542	1024	4.65	0.4	6.74
157	dla60x_c	224	8644.34	118.444	1024	1.32	0.59	6.01
158	efficientnet_b1_pruned	240	8640.04	118.503	1024	6.33	0.4	6.21
159	efficientvit_b1	224	8637.15	118.543	1024	9.1	0.53	7.25
160	convnext_pico	224	8576.11	119.388	1024	9.05	1.37	6.1
161	regnetz_005	224	8537.29	119.917	1024	7.12	0.52	5.86
162	rexnet_100	224	8512.86	120.248	1024	4.8	0.41	7.44
163	repghostnet_150	224	8511.4	120.282	1024	6.58	0.32	6.0
164	mobilenetv1_125	256	8425.89	121.511	1024	6.27	1.16	8.23
165	repvit_m1	224	8403.37	121.801	1024	5.49	0.83	7.45
166	vit_base_patch32_clip_quickgelu_224	224	8389.12	122.035	1024	87.85	4.41	5.01
167	ese_vovnet19b_dw	224	8324.1	123.002	1024	6.54	1.34	8.25
168	resnet18	288	8261.03	123.927	1024	11.69	3.01	4.11
169	repvgg_a1	224	8255.57	124.011	1024	14.09	2.64	4.74
170	rexnetr_100	224	8248.96	124.109	1024	4.88	0.43	7.72
171	convnext_pico_ols	224	8234.27	124.344	1024	9.06	1.43	6.5
172	cs3darknet_m	256	8195.28	124.934	1024	9.31	2.08	5.28
173	resnet34	224	8192.41	124.968	1024	21.8	3.67	3.74
174	resnet50	160	8139.65	125.774	1024	25.56	2.1	5.67
175	mobilenetv4_hybrid_medium	224	8135.37	125.856	1024	11.07	0.98	6.84
176	vit_tiny_r_s16_p8_384	384	8129.06	125.953	1024	6.36	1.34	6.49
177	selecsls42	224	8099.05	126.406	1024	30.35	2.94	4.62
178	mobilenetv2_110d	224	8095.22	126.469	1024	4.52	0.45	8.71
179	nf_regnet_b0	256	8083.32	126.666	1024	8.76	0.64	5.58
180	selecsls42b	224	8049.57	127.183	1024	32.46	2.98	4.62
181	repvit_m0_9	224	7983.61	128.234	1024	5.49	0.83	7.45
182	tf_efficientnetv2_b2	208	7955.98	128.679	1024	10.1	1.06	6.0
183	vit_base_patch32_clip_256	256	7846.08	130.484	1024	87.86	5.76	6.65
184	hrnet_w18_small	224	7772.99	131.724	1024	13.19	1.61	5.72
185	convnext_atto	288	7751.5	132.09	1024	3.7	0.91	6.3
186	efficientnet_b0_gn	224	7748.62	132.137	1024	5.29	0.42	6.75
187	levit_384	224	7713.47	132.738	1024	39.13	2.36	6.26
188	seresnet18	288	7713.21	132.732	1024	11.78	3.01	4.11
189	gernet_m	224	7709.22	132.814	1024	21.14	3.02	5.24
190	vit_small_patch16_224	224	7693.38	133.087	1024	22.05	4.61	11.95
191	deit_small_patch16_224	224	7687.89	133.182	1024	22.05	4.61	11.95
192	resnet50d	160	7681.19	133.288	1024	25.58	2.22	6.08
193	tf_efficientnet_b0	224	7640.8	133.985	1024	5.29	0.4	6.75
194	deit_small_distilled_patch16_224	224	7620.92	134.352	1024	22.44	4.63	12.02
195	edgenext_x_small	256	7580.19	135.075	1024	2.34	0.54	5.93
196	seresnet34	224	7569.0	135.26	1024	21.96	3.67	3.74
197	ghostnetv2_100	224	7562.78	135.385	1024	6.16	0.18	4.55
198	skresnet18	224	7543.01	135.725	1024	11.96	1.82	3.24
199	mobilenetv2_140	224	7486.19	136.767	1024	6.11	0.6	9.57
200	semnasnet_140	224	7485.31	136.75	1024	6.11	0.6	8.87
201	legacy_seresnet34	224	7446.07	137.508	1024	21.96	3.67	3.74
202	fbnetv3_d	224	7426.0	137.878	1024	10.31	0.52	8.5
203	hgnetv2_b1	224	7416.62	138.054	1024	6.34	0.49	2.73
204	convnext_atto_ols	288	7379.61	138.745	1024	3.7	0.96	6.8
205	mixer_b32_224	224	7373.37	138.863	1024	60.29	3.24	6.29
206	vit_pwee_patch16_reg1_gap_256	256	7329.65	139.691	1024	15.25	4.37	15.87
207	resnet34d	224	7202.58	142.142	1024	21.82	3.91	4.54
208	levit_conv_384	224	7171.07	142.782	1024	39.13	2.36	6.26
209	efficientnet_lite1	240	7085.22	144.508	1024	5.42	0.62	10.14
210	efficientnet_b0	256	7082.56	144.564	1024	5.29	0.52	8.81
211	dla34	224	7078.3	144.651	1024	15.74	3.07	5.02
212	mobilenet_edgetpu_v2_m	224	7064.66	144.928	1024	8.46	1.85	8.15
213	mixnet_s	224	7052.75	145.177	1024	4.13	0.25	6.25
214	fbnetv3_b	256	7022.87	145.793	1024	8.6	0.55	9.1
215	seresnet50	160	6986.99	146.503	1024	28.09	2.1	5.69
216	cs3darknet_focus_m	288	6969.39	146.91	1024	9.3	2.51	6.19
217	eva02_tiny_patch14_224	224	6896.46	148.467	1024	5.5	1.7	9.14
218	ecaresnet50t	160	6885.36	148.705	1024	25.57	2.21	6.04
219	tf_efficientnetv2_b1	240	6876.19	148.891	1024	8.14	1.21	7.34
220	efficientvit_b1	256	6866.64	149.111	1024	9.1	0.69	9.46
221	selecsls60b	224	6862.29	149.193	1024	32.77	3.63	5.52
222	selecsls60	224	6832.72	149.84	1024	30.67	3.59	5.52
223	vit_wee_patch16_reg1_gap_256	256	6818.08	150.174	1024	13.42	3.83	13.9
224	mobilenetv4_conv_blur_medium	224	6816.69	150.205	1024	9.72	1.22	8.58
225	deit3_small_patch16_224	224	6812.85	150.286	1024	22.06	4.61	11.95
226	efficientnet_es	224	6810.09	150.348	1024	5.44	1.81	8.73
227	mixer_s16_224	224	6808.46	150.387	1024	18.53	3.79	5.97
228	efficientnet_blur_b0	224	6806.84	150.42	1024	5.29	0.43	8.72
229	tiny_vit_5m_224	224	6795.79	150.652	1024	12.08	1.28	11.25
230	repvit_m1_0	224	6784.56	150.903	1024	7.3	1.13	8.69
231	regnetx_016	224	6766.08	151.313	1024	9.19	1.62	7.93
232	resnet50	176	6703.95	152.718	1024	25.56	2.62	6.92
233	convnext_femto	288	6687.36	153.109	1024	5.22	1.3	7.56
234	flexivit_small	240	6660.66	153.724	1024	22.06	5.35	14.18
235	efficientnet_b0_g16_evos	224	6654.19	153.871	1024	8.11	1.01	7.42
236	resmlp_12_224	224	6650.72	153.939	1024	15.35	3.01	5.5
237	resnet26	224	6639.65	154.197	1024	16.0	2.36	7.35
238	resnet18d	288	6633.67	154.335	1024	11.71	3.41	5.43
239	repvit_m2	224	6610.13	154.886	1024	8.8	1.36	9.43
240	mobilenetv4_hybrid_medium	256	6587.07	155.438	1024	11.07	1.29	9.01
241	convnextv2_atto	224	6572.88	155.773	1024	3.71	0.55	3.81
242	resnetrs50	160	6568.89	155.826	1024	35.69	2.29	6.2
243	resnext50_32x4d	160	6540.25	156.542	1024	25.03	2.17	7.35
244	cs3darknet_m	288	6499.55	157.533	1024	9.31	2.63	6.69
245	rexnetr_130	224	6489.24	157.769	1024	7.61	0.68	9.81
246	rexnet_130	224	6476.24	158.089	1024	7.56	0.68	9.71
247	resnetaa34d	224	6464.72	158.371	1024	21.82	4.43	5.07
248	repghostnet_200	224	6438.16	159.023	1024	9.8	0.54	7.96
249	convnext_femto_ols	288	6405.94	159.835	1024	5.23	1.35	8.06
250	xcit_tiny_12_p16_224	224	6316.09	162.101	1024	6.72	1.24	6.29
251	gmixer_12_224	224	6305.79	162.375	1024	12.7	2.67	7.26
252	tf_mixnet_s	224	6303.08	162.43	1024	4.13	0.25	6.25
253	mobilenetv4_conv_aa_medium	256	6295.03	162.653	1024	9.72	1.58	10.3
254	repvit_m1_1	224	6283.35	162.917	1024	8.8	1.36	9.43
255	tf_efficientnet_es	224	6275.13	163.154	1024	5.44	1.81	8.73
256	efficientnet_b1	224	6258.96	163.587	1024	7.79	0.59	9.36
257	efficientnet_es_pruned	224	6256.91	163.63	1024	5.44	1.81	8.73
258	efficientnet_b0_g8_gn	224	6255.71	163.672	1024	6.56	0.66	6.75
259	convnext_nano	224	6249.99	163.825	1024	15.59	2.46	8.37
260	repvgg_b0	224	6210.44	164.855	1024	15.82	3.41	6.15
261	hgnetv2_b0	288	6150.46	166.477	1024	6.0	0.54	3.51
262	ecaresnet50d_pruned	224	6136.73	166.846	1024	19.94	2.53	6.43
263	hgnetv2_b4	224	6125.62	167.15	1024	19.8	2.75	6.7
264	tf_efficientnet_lite1	240	6121.06	167.26	1024	5.42	0.62	10.14
265	resnet26d	224	6072.87	168.59	1024	16.01	2.6	8.15
266	efficientnet_cc_b0_4e	224	6016.7	170.181	1024	13.31	0.41	9.42
267	efficientnet_cc_b0_8e	224	6014.04	170.256	1024	24.01	0.42	9.42
268	nf_regnet_b1	256	6005.41	170.494	1024	10.22	0.82	7.27
269	mobilenetv4_conv_medium	320	5999.7	170.66	1024	9.72	1.71	11.84
270	mobilenet_edgetpu_v2_l	224	5960.09	171.794	1024	10.92	2.55	9.05
271	vit_relpos_small_patch16_224	224	5956.13	171.907	1024	21.98	4.59	13.05
272	edgenext_x_small	288	5955.77	171.92	1024	2.34	0.68	7.5
273	regnety_016	224	5939.38	172.381	1024	11.2	1.63	8.04
274	darknet17	256	5937.82	172.434	1024	14.3	3.26	7.18
275	fbnetv3_d	256	5909.96	173.251	1024	10.31	0.68	11.1
276	vit_srelpos_small_patch16_224	224	5903.24	173.446	1024	21.97	4.59	12.16
277	nf_resnet26	224	5897.16	173.627	1024	16.0	2.41	7.35
278	mobilevitv2_075	256	5875.41	174.271	1024	2.87	1.05	12.06
279	nf_regnet_b2	240	5860.87	174.704	1024	14.31	0.97	7.23
280	ghostnetv2_130	224	5854.47	174.894	1024	8.96	0.28	5.9
281	efficientnet_b2_pruned	260	5817.56	176.002	1024	8.31	0.73	9.13
282	vit_base_patch32_plus_256	256	5803.45	176.415	1024	119.48	7.79	7.76
283	tiny_vit_11m_224	224	5800.65	176.504	1024	20.35	2.04	13.49
284	vit_tiny_patch16_384	384	5746.17	178.189	1024	5.79	4.7	25.39
285	gmlp_ti16_224	224	5736.13	178.502	1024	5.87	1.34	7.55
286	mobilenet_edgetpu_v2_m	256	5727.79	178.761	1024	8.46	2.42	10.65
287	mobilenetv2_120d	224	5720.65	178.972	1024	5.83	0.69	11.97
288	vit_relpos_small_patch16_rpn_224	224	5707.01	179.411	1024	21.97	4.59	13.05
289	resnetblur18	288	5705.18	179.458	1024	11.69	3.87	5.6
290	rexnetr_150	224	5686.03	180.063	1024	9.78	0.89	11.13
291	convnext_nano_ols	224	5675.19	180.417	1024	15.65	2.65	9.38
292	poolformer_s12	224	5647.45	181.292	1024	11.92	1.82	5.53
293	efficientformer_l1	224	5641.9	181.48	1024	12.29	1.3	5.53
294	convnextv2_femto	224	5629.97	181.868	1024	5.23	0.79	4.57
295	rexnet_150	224	5597.8	182.901	1024	9.73	0.9	11.21
296	efficientnet_lite2	260	5526.09	185.282	1024	6.09	0.89	12.9
297	efficientnet_b1	240	5515.48	185.64	1024	7.79	0.71	10.88
298	darknet21	256	5507.84	185.899	1024	20.86	3.93	7.47
299	edgenext_small	256	5504.6	186.01	1024	5.59	1.26	9.07
300	mobilenetv4_conv_blur_medium	256	5452.15	140.844	768	9.72	1.59	11.2
301	resnext50_32x4d	176	5448.72	187.904	1024	25.03	2.71	8.97
302	tf_efficientnet_cc_b0_8e	224	5378.31	190.379	1024	24.01	0.42	9.42
303	tf_efficientnet_cc_b0_4e	224	5350.74	191.362	1024	13.31	0.41	9.42
304	resnet101	160	5347.38	191.468	1024	44.55	4.0	8.28
305	gernet_l	256	5345.88	191.534	1024	31.08	4.57	8.0
306	efficientvit_b1	288	5336.48	191.869	1024	9.1	0.87	11.96
307	regnetz_005	288	5324.94	192.275	1024	7.12	0.86	9.68
308	hgnet_tiny	224	5289.94	193.552	1024	14.74	4.54	6.36
309	repvgg_a2	224	5234.66	195.589	1024	28.21	5.7	6.26
310	mobilenetv4_conv_large	256	5210.97	196.493	1024	32.59	2.86	12.14
311	convnext_pico	288	5203.54	196.772	1024	9.05	2.27	10.08
312	cs3darknet_focus_l	256	5201.05	196.865	1024	21.15	4.66	8.03
313	vit_relpos_base_patch32_plus_rpn_256	256	5200.74	196.879	1024	119.42	7.68	8.01
314	mobilenetv3_large_150d	256	5199.32	196.924	1024	14.62	1.03	12.35
315	resnest14d	224	5198.83	196.94	1024	10.61	2.76	7.33
316	vit_medium_patch16_clip_224	224	5170.05	198.043	1024	38.59	8.0	15.93
317	sedarknet21	256	5136.28	199.326	1024	20.95	3.93	7.47
318	tf_efficientnetv2_b2	260	5112.53	200.262	1024	10.1	1.72	9.84
319	regnetz_b16	224	5111.47	200.306	1024	9.72	1.45	9.95
320	efficientnetv2_rw_t	224	5105.62	200.547	1024	13.65	1.93	9.94
321	hgnetv2_b2	224	5071.32	201.903	1024	11.22	1.15	4.12
322	edgenext_small_rw	256	5063.53	202.213	1024	7.83	1.58	9.51
323	legacy_seresnext26_32x4d	224	5035.51	203.34	1024	16.79	2.49	9.39
324	mobilenetv4_hybrid_large_075	256	5015.06	204.168	1024	22.75	2.06	11.64
325	ecaresnet101d_pruned	224	5009.62	204.385	1024	24.88	3.48	7.69
326	tf_efficientnetv2_b3	240	5006.45	204.508	1024	14.36	1.93	9.95
327	crossvit_small_240	240	5004.67	204.591	1024	26.86	5.63	18.17
328	convnext_pico_ols	288	4990.08	205.192	1024	9.06	2.37	10.74
329	resnext26ts	256	4989.4	205.207	1024	10.3	2.43	10.52
330	resnet34	288	4989.09	205.219	1024	21.8	6.07	6.18
331	efficientnet_b1	256	4979.81	205.61	1024	7.79	0.77	12.22
332	pvt_v2_b1	224	4972.11	205.919	1024	14.01	2.12	15.39
333	mixnet_m	224	4961.12	206.387	1024	5.01	0.36	8.19
334	dpn48b	224	4946.37	207.002	1024	9.13	1.69	8.92
335	sam2_hiera_tiny	224	4939.34	207.285	1024	26.85	4.91	17.12
336	nf_ecaresnet26	224	4936.32	207.425	1024	16.0	2.41	7.36
337	eca_resnext26ts	256	4936.16	207.428	1024	10.3	2.43	10.52
338	mobilevit_xs	256	4915.37	156.229	768	2.32	1.05	16.33
339	cs3darknet_l	256	4898.39	209.032	1024	21.16	4.86	8.55
340	tf_efficientnet_b1	240	4891.58	209.309	1024	7.79	0.71	10.88
341	nf_seresnet26	224	4877.41	209.923	1024	17.4	2.41	7.36
342	gcresnext26ts	256	4873.11	210.116	1024	10.48	2.43	10.53
343	ecaresnetlight	224	4830.89	211.948	1024	30.16	4.11	8.42
344	seresnext26ts	256	4825.46	212.166	1024	10.39	2.43	10.52
345	tf_efficientnet_lite2	260	4812.46	212.754	1024	6.09	0.89	12.9
346	resnet26t	256	4797.54	213.414	1024	16.01	3.35	10.52
347	convnext_tiny	224	4796.99	213.45	1024	28.59	4.47	13.44
348	coatnext_nano_rw_224	224	4780.38	214.189	1024	14.7	2.47	12.8
349	ecaresnext50t_32x4d	224	4760.92	215.063	1024	15.41	2.7	10.09
350	ecaresnext26t_32x4d	224	4760.44	215.086	1024	15.41	2.7	10.09
351	ghostnetv2_160	224	4741.68	215.94	1024	12.39	0.42	7.23
352	mobileone_s1	224	4716.61	217.083	1024	4.83	0.86	9.67
353	efficientnet_b2	256	4713.06	217.249	1024	9.11	0.89	12.81
354	ese_vovnet19b_dw	288	4711.0	217.348	1024	6.54	2.22	13.63
355	vit_little_patch16_reg1_gap_256	256	4683.45	218.614	1024	22.52	6.27	18.06
356	gc_efficientnetv2_rw_t	224	4667.78	219.357	1024	13.68	1.94	9.97
357	nf_regnet_b1	288	4666.05	219.44	1024	10.22	1.02	9.2
358	vit_small_resnet26d_224	224	4663.1	219.577	1024	63.61	5.07	11.12
359	vit_little_patch16_reg4_gap_256	256	4660.7	219.682	1024	22.52	6.35	18.33
360	efficientnet_b3_pruned	300	4660.19	219.714	1024	9.86	1.04	11.86
361	seresnext26t_32x4d	224	4649.25	220.222	1024	16.81	2.7	10.09
362	tf_mixnet_m	224	4635.47	220.876	1024	5.01	0.36	8.19
363	crossvit_15_240	240	4634.12	220.945	1024	27.53	5.81	19.77
364	vit_small_r26_s32_224	224	4628.86	221.202	1024	36.43	3.56	9.85
365	seresnet34	288	4622.08	221.495	1024	21.96	6.07	6.18
366	vit_relpos_medium_patch16_cls_224	224	4616.98	221.77	1024	38.76	8.03	18.24
367	tresnet_m	224	4615.66	221.824	1024	31.39	5.75	7.31
368	deit3_medium_patch16_224	224	4613.13	221.958	1024	38.85	8.0	15.93
369	seresnext26d_32x4d	224	4594.08	222.859	1024	16.81	2.73	10.19
370	hgnetv2_b1	288	4576.22	223.749	1024	6.34	0.82	4.51
371	cs3sedarknet_l	256	4561.19	224.486	1024	21.91	4.86	8.56
372	levit_512	224	4507.01	227.185	1024	95.17	5.64	10.22
373	nf_regnet_b2	272	4499.96	227.541	1024	14.31	1.22	9.27
374	repvit_m3	224	4488.27	228.109	1024	10.68	1.89	13.94
375	selecsls84	224	4485.13	228.28	1024	50.95	5.9	7.57
376	coatnet_pico_rw_224	224	4472.02	228.953	1024	10.85	2.05	14.62
377	resnetv2_50	224	4451.45	230.006	1024	25.55	4.11	11.11
378	mobilevitv2_100	256	4424.26	173.574	768	4.9	1.84	16.08
379	wide_resnet50_2	176	4418.37	231.739	1024	68.88	7.29	8.97
380	hiera_tiny_224	224	4417.32	231.797	1024	27.91	4.91	17.13
381	coat_lite_tiny	224	4413.07	232.018	1024	5.72	1.6	11.65
382	resnet101	176	4401.33	232.627	1024	44.55	4.92	10.08
383	crossvit_15_dagger_240	240	4395.44	232.947	1024	28.21	6.13	20.43
384	vgg11	224	4384.0	233.545	1024	132.86	7.61	7.44
385	resnet34d	288	4379.98	233.76	1024	21.82	6.47	7.51
386	eca_botnext26ts_256	256	4372.52	234.17	1024	10.59	2.46	11.6
387	ecaresnet26t	256	4365.68	234.537	1024	16.01	3.35	10.53
388	convit_tiny	224	4364.79	234.585	1024	5.71	1.26	7.94
389	skresnet34	224	4357.69	234.957	1024	22.28	3.67	5.13
390	vovnet39a	224	4329.41	236.505	1024	22.6	7.09	6.73
391	convnextv2_pico	224	4303.27	237.943	1024	9.07	1.37	6.1
392	eca_halonext26ts	256	4303.05	237.954	1024	10.76	2.44	11.46
393	cspresnet50	256	4286.58	238.859	1024	21.62	4.54	11.5
394	fbnetv3_g	240	4271.76	239.698	1024	16.62	1.28	14.87
395	fastvit_t8	256	4268.46	239.88	1024	4.03	0.7	8.63
396	dla60	224	4267.0	239.958	1024	22.04	4.26	10.16
397	resnetv2_50t	224	4244.14	241.24	1024	25.57	4.32	11.82
398	regnetx_032	224	4235.6	241.712	1024	15.3	3.2	11.37
399	hrnet_w18_small_v2	224	4233.72	241.85	1024	15.6	2.62	9.65
400	levit_512d	224	4224.89	242.354	1024	92.5	5.85	11.3
401	resnet32ts	256	4223.86	242.395	1024	17.96	4.63	11.58
402	mobilenetv4_hybrid_medium	320	4223.22	242.451	1024	11.07	2.05	14.36
403	resnet50	224	4217.6	242.763	1024	25.56	4.11	11.11
404	levit_conv_512	224	4205.6	243.467	1024	95.17	5.64	10.22
405	resnetv2_50d	224	4198.97	243.837	1024	25.57	4.35	11.92
406	efficientvit_b2	224	4196.18	244.014	1024	24.33	1.6	14.62
407	lambda_resnet26t	256	4192.89	244.204	1024	10.96	3.02	11.87
408	coat_lite_mini	224	4171.78	245.439	1024	11.01	2.0	12.25
409	resnet33ts	256	4170.49	245.507	1024	19.68	4.76	11.66
410	regnety_032	224	4166.74	245.728	1024	19.44	3.2	11.26
411	botnet26t_256	256	4164.92	245.843	1024	12.49	3.32	11.98
412	halonet26t	256	4157.99	246.255	1024	12.48	3.19	11.69
413	ese_vovnet39b	224	4150.95	246.672	1024	24.57	7.09	6.74
414	eca_vovnet39b	224	4144.28	247.067	1024	22.6	7.09	6.74
415	dpn68	224	4139.9	247.329	1024	12.61	2.35	10.47
416	hgnetv2_b3	224	4136.91	247.511	1024	16.29	1.78	5.07
417	coatnet_nano_cc_224	224	4135.45	247.589	1024	13.76	2.24	15.02
418	rexnetr_200	224	4135.03	185.7	768	16.52	1.59	15.11
419	rexnet_200	224	4128.12	186.013	768	16.37	1.56	14.91
420	vit_relpos_medium_patch16_224	224	4120.0	248.525	1024	38.75	7.97	17.02
421	eca_resnet33ts	256	4101.91	249.618	1024	19.68	4.76	11.66
422	vit_srelpos_medium_patch16_224	224	4077.53	251.113	1024	38.74	7.96	16.21
423	gcresnet33ts	256	4074.93	251.273	1024	19.88	4.76	11.68
424	dpn68b	224	4071.04	251.513	1024	12.61	2.35	10.47
425	cs3darknet_focus_l	288	4065.11	251.879	1024	21.15	5.9	10.16
426	resnet26	288	4059.09	252.243	1024	16.0	3.9	12.15
427	seresnet33ts	256	4037.86	253.571	1024	19.78	4.76	11.66
428	resnet50t	224	4031.22	253.987	1024	25.57	4.32	11.82
429	visformer_small	224	4021.8	254.581	1024	40.22	4.88	11.43
430	resnet50d	224	3994.33	256.335	1024	25.58	4.35	11.92
431	davit_tiny	224	3979.92	192.952	768	28.36	4.54	18.89
432	cspresnet50w	256	3979.02	257.332	1024	28.12	5.04	12.19
433	resnetaa34d	288	3962.03	258.426	1024	21.82	7.33	8.38
434	resnet50c	224	3951.72	259.096	1024	25.58	4.35	11.92
435	resnetv2_50x1_bit	224	3946.63	259.432	1024	25.55	4.23	11.11
436	cspresnet50d	256	3928.57	260.626	1024	21.64	4.86	12.55
437	efficientnet_b1	288	3916.7	261.423	1024	7.79	0.97	15.46
438	resnext26ts	288	3914.08	261.582	1024	10.3	3.07	13.31
439	convnext_tiny_hnf	224	3907.17	262.058	1024	28.59	4.47	13.44
440	vit_base_resnet26d_224	224	3907.09	262.061	1024	101.4	6.97	13.16
441	bat_resnext26ts	256	3900.03	262.512	1024	10.73	2.53	12.51
442	resnetaa50	224	3892.01	263.074	1024	25.56	5.15	11.64
443	coatnet_nano_rw_224	224	3890.95	263.144	1024	15.14	2.41	15.41
444	regnetv_040	224	3888.77	263.292	1024	20.64	4.0	12.29
445	vit_relpos_medium_patch16_rpn_224	224	3883.35	263.671	1024	38.73	7.97	17.02
446	twins_svt_small	224	3875.45	264.197	1024	24.06	2.94	13.75
447	eca_resnext26ts	288	3875.29	264.216	1024	10.3	3.07	13.32
448	mobileone_s2	224	3859.75	265.286	1024	7.88	1.34	11.55
449	hgnetv2_b4	288	3849.96	265.959	1024	19.8	4.54	11.08
450	haloregnetz_b	224	3847.23	266.147	1024	11.68	1.97	11.94
451	legacy_seresnet50	224	3845.77	266.241	1024	28.09	3.88	10.6
452	cs3darknet_l	288	3845.41	266.274	1024	21.16	6.16	10.83
453	efficientnet_cc_b1_8e	240	3844.11	266.369	1024	39.72	0.75	15.44
454	tf_efficientnet_em	240	3839.63	266.664	1024	6.9	3.04	14.34
455	mobilevit_s	256	3835.87	200.199	768	5.58	2.03	19.94
456	levit_conv_512d	224	3830.33	267.323	1024	92.5	5.85	11.3
457	vgg11_bn	224	3829.44	267.372	1024	132.87	7.62	7.44
458	tf_efficientnet_b2	260	3827.63	267.5	1024	9.11	1.02	13.83
459	gcresnext26ts	288	3824.01	267.764	1024	10.48	3.07	13.33
460	regnety_040	224	3819.46	268.036	1024	20.65	4.0	12.29
461	resnet152	160	3816.3	268.292	1024	60.19	5.9	11.51
462	resnetv2_50d_gn	224	3798.52	269.547	1024	25.57	4.38	11.92
463	convnext_nano	288	3784.13	270.586	1024	15.59	4.06	13.84
464	mixnet_l	224	3783.23	270.648	1024	7.33	0.58	10.84
465	ecaresnet50d_pruned	288	3782.37	270.708	1024	19.94	4.19	10.61
466	seresnext26ts	288	3781.76	270.745	1024	10.39	3.07	13.32
467	resnet50_gn	224	3769.97	271.59	1024	25.56	4.14	11.11
468	res2net50_48w_2s	224	3744.75	273.407	1024	25.29	4.18	11.72
469	repvit_m1_5	224	3729.62	274.53	1024	14.64	2.31	15.7
470	tiny_vit_21m_224	224	3725.54	274.83	1024	33.22	4.29	20.08
471	resnest26d	224	3723.36	274.993	1024	17.07	3.64	9.97
472	resnet26d	288	3717.52	275.422	1024	16.01	4.29	13.48
473	efficientnet_b2	288	3712.61	275.797	1024	9.11	1.12	16.2
474	efficientnet_em	240	3709.85	275.987	1024	6.9	3.04	14.34
475	vovnet57a	224	3706.22	276.265	1024	36.64	8.95	7.52
476	resnetaa50d	224	3694.51	277.138	1024	25.58	5.39	12.44
477	resnet50_clip_gap	224	3684.19	277.913	1024	23.53	5.39	12.44
478	regnetx_040	224	3677.93	278.37	1024	22.12	3.99	12.2
479	convnextv2_atto	288	3666.13	279.278	1024	3.71	0.91	6.3
480	inception_v3	299	3663.18	279.511	1024	23.83	5.73	8.97
481	hiera_small_224	224	3657.67	279.941	1024	35.01	6.42	20.75
482	gcvit_xxtiny	224	3656.12	280.058	1024	12.0	2.14	15.36
483	twins_pcpvt_small	224	3652.03	280.363	1024	24.11	3.83	18.08
484	seresnet50	224	3649.19	280.58	1024	28.09	4.11	11.13
485	resnetblur50	224	3629.01	282.14	1024	25.56	5.16	12.02
486	densenet121	224	3614.99	283.247	1024	7.98	2.87	6.9
487	vit_medium_patch16_gap_240	240	3607.76	283.806	1024	44.4	9.22	18.81
488	ecaresnet50t	224	3581.41	285.899	1024	25.57	4.32	11.83
489	cs3sedarknet_l	288	3578.3	286.15	1024	21.91	6.16	10.83
490	vit_base_r26_s32_224	224	3567.73	286.987	1024	101.38	6.81	12.36
491	mobilenetv4_conv_large	320	3558.21	287.765	1024	32.59	4.47	18.97
492	inception_next_tiny	224	3555.09	288.019	1024	28.06	4.19	11.98
493	ecaresnet50d	224	3553.36	288.157	1024	25.58	4.35	11.93
494	mobileone_s0	224	3552.46	288.227	1024	5.29	1.09	15.48
495	coatnet_rmlp_nano_rw_224	224	3537.96	289.405	1024	15.15	2.62	20.34
496	tf_mixnet_l	224	3536.96	289.484	1024	7.33	0.58	10.84
497	dla60x	224	3535.6	289.605	1024	17.35	3.54	13.8
498	ese_vovnet57b	224	3532.21	289.885	1024	38.61	8.95	7.52
499	edgenext_small	320	3521.78	290.744	1024	5.59	1.97	14.16
500	mobilevitv2_125	256	3514.09	218.532	768	7.48	2.86	20.1
501	resnet50_clip	224	3513.39	291.426	1024	38.32	6.14	12.98
502	vit_base_patch32_384	384	3507.62	291.907	1024	88.3	13.06	16.5
503	nf_regnet_b3	288	3505.93	292.061	1024	18.59	1.67	11.84
504	vit_base_patch32_clip_384	384	3505.16	292.11	1024	88.3	13.06	16.5
505	hgnetv2_b5	224	3503.99	292.219	1024	39.57	6.56	11.19
506	tf_efficientnet_cc_b1_8e	240	3502.1	292.382	1024	39.72	0.75	15.44
507	seresnet50t	224	3492.13	293.202	1024	28.1	4.32	11.83
508	vit_large_patch32_224	224	3482.36	294.033	1024	305.51	15.39	13.3
509	vit_medium_patch16_reg1_gap_256	256	3459.44	295.982	1024	38.88	10.63	22.26
510	vit_medium_patch16_reg4_gap_256	256	3450.76	296.726	1024	38.88	10.76	22.6
511	resnetblur50d	224	3438.8	297.748	1024	25.58	5.4	12.82
512	cs3darknet_focus_x	256	3437.61	297.861	1024	35.02	8.03	10.69
513	eca_nfnet_l0	224	3436.69	297.944	1024	24.14	4.35	10.47
514	convnext_nano_ols	288	3435.64	298.035	1024	15.65	4.38	15.5
515	resnetrs50	224	3434.24	298.144	1024	35.69	4.48	12.14
516	resnext50_32x4d	224	3427.06	298.772	1024	25.03	4.26	14.4
517	coatnet_0_rw_224	224	3425.88	298.879	1024	27.44	4.43	18.73
518	hgnet_small	224	3416.04	299.744	1024	24.36	8.53	8.79
519	cspresnext50	256	3409.98	300.268	1024	20.57	4.05	15.86
520	dla60_res2net	224	3403.55	300.841	1024	20.85	4.15	12.34
521	res2net50_26w_4s	224	3401.73	300.973	1024	25.7	4.28	12.61
522	maxvit_pico_rw_256	256	3401.1	225.792	768	7.46	1.83	22.3
523	resmlp_24_224	224	3399.81	301.162	1024	30.02	5.96	10.91
524	res2net50_14w_8s	224	3398.1	301.29	1024	25.06	4.21	13.28
525	maxvit_rmlp_pico_rw_256	256	3396.4	226.105	768	7.52	1.85	24.86
526	resnet50s	224	3396.16	301.49	1024	25.68	5.47	13.52
527	convnextv2_femto	288	3395.92	301.516	1024	5.23	1.3	7.56
528	regnety_040_sgn	224	3390.72	301.971	1024	20.65	4.03	12.29
529	xcit_tiny_24_p16_224	224	3375.55	303.331	1024	12.12	2.34	11.82
530	efficientvit_b2	256	3369.65	303.868	1024	24.33	2.09	19.03
531	nfnet_f0	192	3349.0	305.741	1024	71.49	7.21	10.16
532	nfnet_l0	224	3341.81	306.39	1024	35.07	4.36	10.47
533	hieradet_small	256	3335.5	230.232	768	34.72	8.51	27.76
534	edgenext_base	256	3315.68	308.815	1024	18.51	3.85	15.58
535	resnest50d_1s4x24d	224	3309.67	309.367	1024	25.68	4.43	13.57
536	efficientnet_lite3	300	3296.2	155.31	512	8.2	1.65	21.85
537	dla60_res2next	224	3295.03	310.75	1024	17.03	3.49	13.17
538	mobilenetv3_large_150d	320	3287.23	233.606	768	14.62	1.61	19.29
539	cs3darknet_x	256	3280.58	312.118	1024	35.05	8.38	11.35
540	crossvit_18_240	240	3276.68	312.485	1024	43.27	9.05	26.26
541	lambda_resnet26rpt_256	256	3275.72	234.435	768	10.99	3.16	11.87
542	resnet32ts	288	3273.65	312.761	1024	17.96	5.86	14.65
543	resnext50d_32x4d	224	3267.01	313.407	1024	25.05	4.5	15.2
544	densenetblur121d	224	3260.14	314.077	1024	8.0	3.11	7.9
545	res2net50d	224	3253.03	314.728	1024	25.72	4.52	13.41
546	darknetaa53	256	3249.03	315.15	1024	36.02	7.97	12.39
547	edgenext_small_rw	320	3242.29	315.807	1024	7.83	2.46	14.85
548	resnet33ts	288	3239.71	316.048	1024	19.68	6.02	14.75
549	seresnetaa50d	224	3235.08	316.472	1024	28.11	5.4	12.46
550	tf_efficientnetv2_b3	300	3232.69	316.734	1024	14.36	3.04	15.74
551	focalnet_tiny_srf	224	3226.46	317.357	1024	28.43	4.42	16.32
552	efficientnetv2_rw_t	288	3225.91	317.41	1024	13.65	3.19	16.42
553	eva02_small_patch14_224	224	3225.8	317.422	1024	21.62	6.14	18.28
554	gcresnext50ts	256	3223.82	317.616	1024	15.67	3.75	15.46
555	res2next50	224	3218.65	318.1	1024	24.67	4.2	13.71
556	gcresnet50t	256	3218.31	318.16	1024	25.9	5.42	14.67
557	gmixer_24_224	224	3213.22	318.663	1024	24.72	5.28	14.45
558	eca_resnet33ts	288	3197.58	320.22	1024	19.68	6.02	14.76
559	efficientvit_l1	224	3180.29	321.964	1024	52.65	5.27	15.85
560	mobileone_s3	224	3179.46	322.047	1024	10.17	1.94	13.85
561	repvgg_b1g4	224	3167.88	323.216	1024	39.97	8.15	10.64
562	gcresnet33ts	288	3167.19	323.296	1024	19.88	6.02	14.78
563	crossvit_18_dagger_240	240	3155.34	324.503	1024	44.27	9.5	27.03
564	vit_medium_patch16_gap_256	256	3146.86	325.379	1024	38.86	10.59	22.15
565	resnet152	176	3145.18	325.546	1024	60.19	7.22	13.99
566	hgnetv2_b2	288	3131.53	326.979	1024	11.22	1.89	6.8
567	seresnet33ts	288	3123.88	327.768	1024	19.78	6.02	14.76
568	regnetz_b16	288	3121.28	328.043	1024	9.72	2.39	16.43
569	legacy_seresnext50_32x4d	224	3106.31	329.614	1024	27.56	4.26	14.42
570	nextvit_small	224	3105.38	329.731	1024	31.76	5.81	18.44
571	convnextv2_nano	224	3104.37	329.834	1024	15.62	2.46	8.37
572	xcit_nano_12_p16_384	384	3100.3	330.26	1024	3.05	1.64	12.15
573	regnetz_c16	256	3087.39	331.642	1024	13.46	2.51	16.57
574	resnet26t	320	3086.83	331.703	1024	16.01	5.24	16.44
575	pit_b_distilled_224	224	3072.82	333.214	1024	74.79	12.5	33.07
576	poolformerv2_s12	224	3071.46	333.361	1024	11.89	1.83	5.53
577	cs3sedarknet_x	256	3067.22	333.833	1024	35.4	8.38	11.35
578	ecaresnet101d_pruned	288	3064.98	334.074	1024	24.88	5.75	12.71
579	pit_b_224	224	3054.02	335.268	1024	73.76	12.42	32.94
580	eva02_tiny_patch14_336	336	3050.79	335.63	1024	5.76	4.68	27.16
581	gc_efficientnetv2_rw_t	288	3042.11	336.591	1024	13.68	3.2	16.45
582	resnetrs101	192	3039.94	336.818	1024	63.62	6.04	12.7
583	fbnetv3_g	288	3035.76	337.294	1024	16.62	1.77	21.09
584	resnet51q	256	3034.29	337.446	1024	35.7	6.38	16.55
585	seresnext50_32x4d	224	3033.27	337.56	1024	27.56	4.26	14.42
586	rdnet_tiny	224	3025.51	338.425	1024	23.86	5.06	15.98
587	darknet53	256	2995.64	341.801	1024	41.61	9.31	12.39
588	ecaresnetlight	288	2980.87	343.501	1024	30.16	6.79	13.91
589	xcit_small_12_p16_224	224	2979.57	343.65	1024	26.25	4.82	12.58
590	nf_ecaresnet50	224	2969.89	344.775	1024	25.56	4.21	11.13
591	convnext_small	224	2968.52	344.929	1024	50.22	8.71	21.56
592	coatnet_bn_0_rw_224	224	2961.32	345.762	1024	27.44	4.67	22.04
593	densenet169	224	2960.88	345.825	1024	14.15	3.4	7.3
594	focalnet_tiny_lrf	224	2958.28	346.126	1024	28.65	4.49	17.76
595	pvt_v2_b2	224	2957.1	346.245	1024	25.36	4.05	27.53
596	nf_seresnet50	224	2955.47	346.454	1024	28.09	4.21	11.13
597	fastvit_t12	256	2935.13	348.86	1024	7.55	1.42	12.42
598	hgnet_tiny	288	2932.95	349.114	1024	14.74	7.51	10.51
599	regnetx_080	224	2928.56	349.629	1024	39.57	8.02	14.06
600	vit_base_resnet50d_224	224	2926.61	349.865	1024	110.97	8.73	16.92
601	convnext_tiny	288	2917.07	351.019	1024	28.59	7.39	22.21
602	mobilevitv2_150	256	2915.63	175.59	512	10.59	4.09	24.11
603	coatnet_rmlp_0_rw_224	224	2907.73	352.136	1024	27.45	4.72	24.89
604	skresnet50	224	2900.52	353.008	1024	25.8	4.11	12.5
605	poolformer_s24	224	2899.97	353.076	1024	21.39	3.41	10.68
606	mobilenetv4_hybrid_medium	384	2891.5	354.122	1024	11.07	3.01	21.18
607	nf_regnet_b3	320	2880.71	355.451	1024	18.59	2.05	14.61
608	tf_efficientnet_lite3	300	2879.81	177.761	512	8.2	1.65	21.85
609	resnet50_mlp	256	2876.92	355.906	1024	26.65	7.05	16.25
610	sehalonet33ts	256	2863.49	357.576	1024	13.69	3.55	14.7
611	gcvit_xtiny	224	2857.49	358.335	1024	19.98	2.93	20.26
612	cs3sedarknet_xdw	256	2854.33	358.703	1024	21.6	5.97	17.18
613	seresnext26t_32x4d	288	2852.69	358.931	1024	16.81	4.46	16.68
614	gmlp_s16_224	224	2850.78	359.18	1024	19.42	4.42	15.1
615	deit_base_patch16_224	224	2847.84	359.551	1024	86.57	17.58	23.9
616	resnetv2_101	224	2835.29	361.131	1024	44.54	7.83	16.23
617	deit_base_distilled_patch16_224	224	2834.0	361.303	1024	87.34	17.68	24.05
618	seresnext26d_32x4d	288	2821.4	362.912	1024	16.81	4.51	16.85
619	nf_resnet50	256	2816.37	363.566	1024	25.56	5.46	14.52
620	regnetx_064	224	2813.74	363.901	1024	26.21	6.49	16.37
621	ecaresnet26t	320	2807.22	364.749	1024	16.01	5.24	16.44
622	dla102	224	2806.5	364.845	1024	33.27	7.19	14.18
623	nest_tiny	224	2805.62	364.963	1024	17.06	5.83	25.48
624	ecaresnet50t	256	2802.02	365.426	1024	25.57	5.64	15.45
625	efficientnet_b3	288	2792.77	183.313	512	12.23	1.63	21.49
626	wide_resnet50_2	224	2792.33	366.693	1024	68.88	11.43	14.4
627	vit_base_patch16_224_miil	224	2791.53	366.793	1024	94.4	17.59	23.91
628	skresnet50d	224	2791.4	366.81	1024	25.82	4.36	13.31
629	vit_base_patch16_224	224	2787.15	367.372	1024	86.57	17.58	23.9
630	vit_base_patch16_clip_224	224	2783.55	367.849	1024	86.57	17.58	23.9
631	fastvit_sa12	256	2781.99	368.06	1024	11.58	1.96	14.03
632	vgg13	224	2780.3	368.277	1024	133.05	11.31	12.25
633	resnet61q	256	2779.68	368.358	1024	36.85	7.8	17.01
634	fastvit_s12	256	2776.35	368.806	1024	9.47	1.82	13.67
635	maxxvit_rmlp_nano_rw_256	256	2775.33	276.707	768	16.78	4.37	26.05
636	cs3edgenet_x	256	2763.68	370.501	1024	47.82	11.53	12.92
637	lambda_resnet50ts	256	2759.83	371.018	1024	21.54	5.07	17.48
638	dm_nfnet_f0	192	2757.16	371.375	1024	71.49	7.21	10.16
639	nest_tiny_jx	224	2755.91	371.543	1024	17.06	5.83	25.48
640	rexnetr_300	224	2754.02	278.836	768	34.81	3.39	22.16
641	cspdarknet53	256	2752.11	372.057	1024	27.64	6.57	16.81
642	mixnet_xl	224	2741.75	373.463	1024	11.9	0.93	14.57
643	resnet101	224	2736.75	374.138	1024	44.55	7.83	16.23
644	resnetv2_50	288	2733.41	374.59	1024	25.55	6.79	18.37
645	repvgg_b1	224	2730.49	374.994	1024	57.42	13.16	10.64
646	coatnet_0_224	224	2722.37	188.051	512	25.04	4.58	24.01
647	resnetv2_101d	224	2718.59	376.633	1024	44.56	8.07	17.04
648	wide_resnet101_2	176	2695.47	379.875	1024	126.89	14.31	13.18
649	vit_base_mci_224	224	2690.01	380.639	1024	86.35	17.73	24.65
650	beitv2_base_patch16_224	224	2684.73	381.393	1024	86.53	17.58	23.9
651	res2net50_26w_6s	224	2681.29	381.848	1024	37.05	6.33	15.28
652	rexnet_300	224	2677.08	286.849	768	34.71	3.44	22.4
653	swin_tiny_patch4_window7_224	224	2659.27	385.037	1024	28.29	4.51	17.06
654	maxxvitv2_nano_rw_256	256	2649.05	289.896	768	23.7	6.26	23.05
655	beit_base_patch16_224	224	2644.21	387.233	1024	86.53	17.58	23.9
656	resnet101d	224	2638.05	388.135	1024	44.57	8.08	17.04
657	vit_base_patch32_clip_448	448	2613.19	391.83	1024	88.34	17.93	23.9
658	resnet101c	224	2612.47	391.937	1024	44.57	8.08	17.04
659	mixer_b16_224	224	2607.54	392.687	1024	59.88	12.62	14.53
660	vit_relpos_base_patch16_clsgap_224	224	2605.09	393.051	1024	86.43	17.6	25.12
661	efficientnetv2_s	288	2604.83	393.096	1024	21.46	4.75	20.13
662	twins_pcpvt_base	224	2604.17	393.184	1024	43.83	6.68	25.25
663	efficientvit_b2	288	2600.38	393.768	1024	24.33	2.64	24.03
664	convnextv2_pico	288	2600.23	393.79	1024	9.07	2.27	10.08
665	vit_relpos_base_patch16_cls_224	224	2599.77	393.861	1024	86.43	17.6	25.12
666	efficientformer_l3	224	2594.92	394.593	1024	31.41	3.93	12.01
667	resnet50	288	2592.09	395.018	1024	25.56	6.8	18.37
668	maxvit_nano_rw_256	256	2589.91	296.516	768	15.45	4.46	30.28
669	maxvit_rmlp_nano_rw_256	256	2586.52	296.905	768	15.5	4.47	31.92
670	deit3_base_patch16_224	224	2583.38	396.36	1024	86.59	17.58	23.9
671	pvt_v2_b2_li	224	2575.01	397.638	1024	22.55	3.91	27.6
672	regnety_032	288	2560.26	399.931	1024	19.44	5.29	18.61
673	efficientvit_l2	224	2558.08	400.28	1024	63.71	6.97	19.58
674	rexnetr_200	288	2556.5	200.242	512	16.52	2.62	24.96
675	cs3darknet_x	288	2555.27	400.72	1024	35.05	10.6	14.36
676	darknetaa53	288	2551.71	401.279	1024	36.02	10.08	15.68
677	tresnet_v2_l	224	2548.5	401.775	1024	46.17	8.85	16.34
678	hgnetv2_b3	288	2548.29	401.817	1024	16.29	2.94	8.38
679	cs3se_edgenet_x	256	2541.11	402.95	1024	50.72	11.53	12.94
680	resnest50d	224	2525.71	405.398	1024	27.48	5.4	14.36
681	gcresnext50ts	288	2518.28	406.608	1024	15.67	4.75	19.57
682	gcresnet50t	288	2515.86	406.998	1024	25.9	6.86	18.57
683	xcit_nano_12_p8_224	224	2506.42	408.525	1024	3.05	2.16	15.71
684	vit_small_patch16_384	384	2502.77	409.123	1024	22.2	15.52	50.78
685	resnet101_clip_gap	224	2494.59	410.455	1024	42.52	9.11	17.56
686	hiera_base_224	224	2493.69	410.614	1024	51.52	9.4	30.42
687	resnetaa101d	224	2493.54	410.631	1024	44.57	9.12	17.56
688	resnetv2_101x1_bit	224	2493.42	410.646	1024	44.54	8.04	16.23
689	davit_small	224	2490.93	308.299	768	49.75	8.8	30.49
690	dpn68b	288	2486.84	411.746	1024	12.61	3.89	17.3
691	efficientnetv2_rw_s	288	2485.89	411.904	1024	23.94	4.91	21.41
692	hrnet_w18_ssld	224	2477.35	413.328	1024	21.3	4.32	16.31
693	mobilenetv4_conv_large	384	2476.57	413.456	1024	32.59	6.43	27.31
694	cait_xxs24_224	224	2472.37	414.153	1024	11.96	2.53	20.29
695	mobilevitv2_175	256	2468.71	207.376	512	14.25	5.54	28.13
696	resnet50t	288	2467.58	414.952	1024	25.57	7.14	19.53
697	vit_betwixt_patch16_reg1_gap_256	256	2466.98	415.052	1024	60.4	16.32	27.83
698	lamhalobotnet50ts_256	256	2464.83	415.423	1024	22.57	5.02	18.44
699	hrnet_w18	224	2463.39	415.645	1024	21.3	4.32	16.31
700	vit_base_patch16_siglip_gap_224	224	2459.11	416.38	1024	85.8	17.49	23.75
701	flexivit_base	240	2458.77	416.449	1024	86.59	20.29	28.36
702	vit_betwixt_patch16_reg4_gap_256	256	2454.92	417.093	1024	60.4	16.52	28.24
703	legacy_seresnet101	224	2446.63	418.514	1024	49.33	7.61	15.74
704	resnet50d	288	2439.85	419.669	1024	25.58	7.19	19.7
705	vit_base_patch16_siglip_224	224	2438.72	419.861	1024	92.88	17.73	24.06
706	resnet101_clip	224	2414.07	424.148	1024	56.26	9.81	18.08
707	tresnet_l	224	2412.56	424.417	1024	55.99	10.9	11.9
708	ese_vovnet39b	288	2409.2	318.758	768	24.57	11.71	11.13
709	darknet53	288	2407.72	425.266	1024	41.61	11.78	15.68
710	cs3sedarknet_x	288	2391.52	428.157	1024	35.4	10.6	14.37
711	mixer_l32_224	224	2388.54	428.693	1024	206.94	11.27	19.86
712	resnetblur101d	224	2387.51	428.868	1024	44.57	9.12	17.94
713	coat_lite_small	224	2386.34	429.081	1024	19.84	3.96	22.09
714	regnetv_040	288	2386.15	429.115	1024	20.64	6.6	20.3
715	swin_s3_tiny_224	224	2384.47	429.416	1024	28.33	4.64	19.13
716	regnety_080	224	2379.83	430.251	1024	39.18	8.0	17.97
717	resnetaa50	288	2379.68	430.28	1024	25.56	8.52	19.24
718	nextvit_base	224	2376.93	430.787	1024	44.82	8.29	23.71
719	vit_base_patch16_gap_224	224	2375.57	431.026	1024	86.57	17.49	25.59
720	sebotnet33ts_256	256	2374.22	161.709	384	13.7	3.89	17.46
721	resnet101s	224	2366.29	432.714	1024	44.67	9.19	18.64
722	convnext_tiny_hnf	288	2365.38	432.876	1024	28.59	7.39	22.21
723	mobileone_s4	224	2361.85	433.537	1024	14.95	3.04	17.74
724	regnety_040	288	2353.01	435.158	1024	20.65	6.61	20.3
725	vit_small_patch16_36x1_224	224	2352.87	435.189	1024	64.67	13.71	35.69
726	regnetv_064	224	2352.23	435.302	1024	30.58	6.39	16.41
727	vit_relpos_base_patch16_224	224	2344.88	436.673	1024	86.43	17.51	24.97
728	seresnet101	224	2343.32	436.959	1024	49.33	7.84	16.27
729	dla102x	224	2342.65	437.086	1024	26.31	5.89	19.42
730	vit_small_resnet50d_s16_224	224	2336.25	438.285	1024	57.53	13.48	24.82
731	ecaresnet101d	224	2325.28	440.352	1024	44.57	8.08	17.07
732	regnety_064	224	2324.93	440.376	1024	30.58	6.39	16.41
733	volo_d1_224	224	2323.65	440.668	1024	26.63	6.94	24.43
734	resnetv2_50d_gn	288	2323.37	440.707	1024	25.57	7.24	19.7
735	hiera_small_abswin_256	256	2323.14	440.761	1024	34.36	8.29	26.38
736	densenet201	224	2317.12	441.908	1024	20.01	4.34	7.85
737	resnet51q	288	2316.81	441.957	1024	35.7	8.07	20.94
738	efficientnet_b3	320	2307.8	221.837	512	12.23	2.01	26.52
739	resnet50_gn	288	2303.59	444.495	1024	25.56	6.85	18.37
740	halonet50ts	256	2300.62	445.077	1024	22.73	5.3	19.2
741	nf_resnet101	224	2293.33	446.489	1024	44.55	8.01	16.23
742	resnext101_32x8d	176	2291.04	446.931	1024	88.79	10.33	19.37
743	maxvit_tiny_rw_224	224	2283.98	336.235	768	29.06	5.11	33.11
744	resmlp_36_224	224	2277.0	449.683	1024	44.69	8.91	16.33
745	efficientnet_b3_gn	288	2272.8	225.253	512	11.73	1.74	23.35
746	vit_base_patch16_clip_quickgelu_224	224	2269.68	451.136	1024	86.19	17.58	23.9
747	legacy_xception	299	2267.92	338.617	768	22.86	8.4	35.83
748	tf_efficientnet_b3	300	2265.14	226.006	512	12.23	1.87	23.83
749	resnetaa50d	288	2259.31	453.205	1024	25.58	8.92	20.57
750	vitamin_small_224	224	2252.3	454.619	1024	22.03	5.92	26.38
751	vit_medium_patch16_rope_reg1_gap_256	256	2246.04	455.888	1024	38.74	10.63	22.26
752	vgg13_bn	224	2243.6	456.38	1024	133.05	11.33	12.25
753	sequencer2d_s	224	2241.43	456.822	1024	27.65	4.96	11.31
754	seresnet50	288	2233.67	458.373	1024	28.09	6.8	18.39
755	efficientvit_b3	224	2229.48	459.279	1024	48.65	3.99	26.9
756	repvgg_b2g4	224	2226.86	459.812	1024	61.76	12.63	12.9
757	vit_small_patch16_18x2_224	224	2225.09	460.18	1024	64.67	13.71	35.69
758	tf_efficientnetv2_s	300	2217.63	461.725	1024	21.46	5.35	22.73
759	deit3_small_patch16_384	384	2216.36	461.997	1024	22.21	15.52	50.78
760	resnetblur50	288	2215.39	462.19	1024	25.56	8.52	19.87
761	res2net101_26w_4s	224	2210.59	463.166	1024	45.21	8.1	18.45
762	regnety_080_tv	224	2199.69	465.492	1024	39.38	8.51	19.73
763	xcit_tiny_12_p16_384	384	2198.84	465.672	1024	6.72	3.64	18.26
764	hgnetv2_b5	288	2192.99	466.916	1024	39.57	10.84	18.5
765	resnext101_32x4d	224	2191.44	467.242	1024	44.18	8.01	21.23
766	res2net50_26w_8s	224	2190.96	467.347	1024	48.4	8.37	17.95
767	ecaresnet50t	288	2189.92	467.571	1024	25.57	7.14	19.55
768	vit_relpos_base_patch16_rpn_224	224	2183.57	468.919	1024	86.41	17.51	24.97
769	densenet121	288	2181.11	469.465	1024	7.98	4.74	11.41
770	ecaresnet50d	288	2174.22	470.95	1024	25.58	7.19	19.72
771	pvt_v2_b3	224	2173.14	471.171	1024	45.24	6.92	37.7
772	vgg16	224	2165.35	472.876	1024	138.36	15.47	13.56
773	vit_base_patch16_xp_224	224	2165.22	472.901	1024	86.51	17.56	23.9
774	vit_base_patch16_rpn_224	224	2161.0	473.826	1024	86.54	17.49	23.75
775	repvit_m2_3	224	2157.85	474.494	1024	23.69	4.57	26.21
776	cs3edgenet_x	288	2155.75	474.984	1024	47.82	14.59	16.36
777	mvitv2_tiny	224	2155.16	475.117	1024	24.17	4.7	21.16
778	swinv2_cr_tiny_224	224	2153.94	475.376	1024	28.33	4.66	28.45
779	nf_resnet50	288	2147.63	476.776	1024	25.56	6.88	18.37
780	ese_vovnet99b	224	2146.96	476.932	1024	63.2	16.51	11.27
781	mobilevitv2_200	256	2143.14	358.33	768	18.45	7.22	32.15
782	res2net101d	224	2140.6	478.302	1024	45.23	8.35	19.25
783	seresnet50t	288	2138.78	478.747	1024	28.1	7.14	19.55
784	edgenext_base	320	2134.2	479.781	1024	18.51	6.01	24.32
785	resnet61q	288	2130.61	480.584	1024	36.85	9.87	21.52
786	swinv2_cr_tiny_ns_224	224	2127.09	481.38	1024	28.33	4.66	28.45
787	inception_next_small	224	2115.6	484.002	1024	49.37	8.36	19.27
788	vit_mediumd_patch16_reg4_gap_256	256	2113.09	484.575	1024	64.11	17.87	37.57
789	ese_vovnet39b_evos	224	2111.78	484.876	1024	24.58	7.07	6.74
790	rdnet_small	224	2110.32	485.203	1024	50.44	8.74	22.55
791	resnext50_32x4d	288	2108.45	485.637	1024	25.03	7.04	23.81
792	eca_nfnet_l0	288	2099.14	487.794	1024	24.14	7.12	17.29
793	mobilenetv4_hybrid_medium	448	2097.44	366.139	768	11.07	4.2	29.64
794	convnext_base	224	2095.37	488.672	1024	88.59	15.38	28.75
795	resnetblur50d	288	2095.33	488.675	1024	25.58	8.92	21.19
796	regnety_040_sgn	288	2093.1	489.199	1024	20.65	6.67	20.3
797	resnet101d	256	2091.32	489.613	1024	44.57	10.55	22.25
798	coatnet_rmlp_1_rw_224	224	2085.77	490.917	1024	41.69	7.85	35.47
799	xception41p	299	2084.2	245.637	512	26.91	9.25	39.86
800	regnetz_040	256	2068.8	494.89	1024	27.12	4.06	24.19
801	nf_regnet_b4	320	2065.2	495.816	1024	30.21	3.29	19.88
802	regnetz_040_h	256	2063.38	496.243	1024	28.94	4.12	24.29
803	efficientvit_l2	256	2060.07	497.046	1024	63.71	9.09	25.49
804	resnest50d_4s2x40d	224	2047.78	500.025	1024	30.42	4.4	17.94
805	nfnet_l0	288	2047.5	500.093	1024	35.07	7.13	17.29
806	vit_base_patch16_reg4_gap_256	256	2044.87	500.737	1024	86.62	23.5	33.89
807	regnetz_d32	256	2033.99	503.413	1024	27.58	5.98	23.74
808	dpn92	224	2027.88	504.934	1024	37.67	6.54	18.21
809	regnetz_d8	256	2018.69	507.232	1024	23.37	3.97	23.74
810	resnext50d_32x4d	288	2012.24	508.858	1024	25.05	7.44	25.13
811	focalnet_small_srf	224	1995.65	513.095	1024	49.89	8.62	26.26
812	hgnet_small	288	1995.54	384.841	768	24.36	14.09	14.53
813	vgg19	224	1994.6	513.358	1024	143.67	19.63	14.86
814	crossvit_base_240	240	1994.0	513.516	1024	105.03	21.22	36.33
815	regnetz_c16	320	1992.12	513.999	1024	13.46	3.92	25.88
816	resnetv2_152	224	1991.8	514.076	1024	60.19	11.55	22.56
817	mobilenetv4_conv_aa_large	384	1988.94	514.825	1024	32.59	7.07	32.29
818	hiera_base_plus_224	224	1983.12	516.333	1024	69.9	12.67	37.98
819	regnetx_120	224	1982.95	516.372	1024	46.11	12.13	21.37
820	convnextv2_tiny	224	1982.1	516.59	1024	28.64	4.47	13.44
821	seresnetaa50d	288	1977.18	517.879	1024	28.11	8.92	20.59
822	repvgg_b2	224	1974.36	518.618	1024	89.02	20.45	12.9
823	legacy_seresnext101_32x4d	224	1971.37	519.379	1024	48.96	8.02	21.26
824	densenetblur121d	288	1970.87	519.545	1024	8.0	5.14	13.06
825	convit_small	224	1970.28	519.698	1024	27.78	5.76	17.87
826	coatnet_1_rw_224	224	1960.67	522.246	1024	41.72	8.04	34.6
827	nfnet_f0	256	1953.19	524.243	1024	71.49	12.62	18.05
828	botnet50ts_256	256	1951.79	262.305	512	22.74	5.54	22.23
829	poolformer_s36	224	1948.45	525.506	1024	30.86	5.0	15.82
830	convmixer_1024_20_ks9_p14	224	1942.47	527.139	1024	24.38	5.55	5.51
831	resnet152	224	1941.85	527.301	1024	60.19	11.56	22.56
832	skresnext50_32x4d	224	1938.97	528.085	1024	27.48	4.5	17.18
833	resnetv2_152d	224	1938.05	528.334	1024	60.2	11.8	23.36
834	fastvit_mci0	256	1935.03	529.168	1024	11.41	2.42	18.29
835	inception_v4	299	1934.57	529.276	1024	42.68	12.28	15.09
836	seresnext101_32x4d	224	1925.49	531.724	1024	48.96	8.02	21.26
837	nextvit_large	224	1924.7	532.009	1024	57.87	10.78	28.99
838	halo2botnet50ts_256	256	1915.33	534.611	1024	22.64	5.02	21.78
839	coatnet_rmlp_1_rw2_224	224	1914.3	534.892	1024	41.72	8.11	40.13
840	vgg16_bn	224	1909.7	536.182	1024	138.37	15.5	13.56
841	resnetv2_50d_frn	224	1907.53	536.788	1024	25.59	4.33	11.92
842	twins_svt_base	224	1904.0	537.783	1024	56.07	8.59	26.33
843	gcvit_tiny	224	1903.79	537.854	1024	28.22	4.79	29.82
844	vit_base_patch16_siglip_gap_256	256	1894.78	540.402	1024	85.84	23.13	33.23
845	dla169	224	1893.96	540.641	1024	53.39	11.6	20.2
846	convnextv2_nano	288	1893.91	405.49	768	15.62	4.06	13.84
847	resnet152d	224	1891.46	541.352	1024	60.21	11.8	23.36
848	efficientnet_el	300	1884.76	543.277	1024	10.59	8.0	30.7
849	resnet152c	224	1882.54	543.916	1024	60.21	11.8	23.36
850	twins_pcpvt_large	224	1881.08	544.338	1024	60.99	9.84	35.82
851	nf_ecaresnet101	224	1877.87	545.282	1024	44.55	8.01	16.27
852	vit_base_patch16_siglip_256	256	1875.34	546.002	1024	92.93	23.44	33.63
853	maxvit_tiny_tf_224	224	1873.59	409.888	768	30.92	5.6	35.78
854	maxxvit_rmlp_tiny_rw_256	256	1870.47	410.571	768	29.64	6.66	39.76
855	efficientnet_el_pruned	300	1867.55	548.285	1024	10.59	8.0	30.7
856	efficientnet_b3_gn	320	1866.95	205.663	384	11.73	2.14	28.83
857	seresnext50_32x4d	288	1856.61	551.512	1024	27.56	7.04	23.82
858	regnetz_b16_evos	224	1854.56	552.123	1024	9.74	1.43	9.95
859	nf_seresnet101	224	1848.05	554.073	1024	49.33	8.02	16.27
860	repvgg_b3g4	224	1843.59	555.409	1024	83.83	17.89	15.1
861	regnety_120	224	1840.57	556.321	1024	51.82	12.14	21.38
862	mobilenetv4_conv_large	448	1830.25	419.592	768	32.59	8.75	37.17
863	focalnet_small_lrf	224	1830.02	559.535	1024	50.34	8.74	28.61
864	caformer_s18	224	1825.4	560.94	1024	26.34	4.13	19.39
865	nest_small	224	1821.81	562.055	1024	38.35	10.35	40.04
866	efficientnet_b3_g8_gn	288	1817.33	422.578	768	14.25	2.59	23.35
867	densenet161	224	1806.94	566.679	1024	28.68	7.79	11.06
868	tresnet_xl	224	1805.47	567.135	1024	78.44	15.2	15.34
869	convnext_small	288	1801.22	568.48	1024	50.22	14.39	35.65
870	nest_small_jx	224	1800.35	568.755	1024	38.35	10.35	40.04
871	ecaresnet50t	320	1797.24	569.733	1024	25.57	8.82	24.13
872	vit_small_patch8_224	224	1790.17	571.984	1024	21.67	22.44	80.84
873	vit_large_r50_s32_224	224	1790.0	572.042	1024	328.99	19.58	24.41
874	efficientvit_b3	256	1789.45	429.156	768	48.65	5.2	35.01
875	davit_base	224	1784.6	430.324	768	87.95	15.51	40.66
876	tf_efficientnet_el	300	1777.69	576.0	1024	10.59	8.0	30.7
877	vit_base_patch16_plus_240	240	1770.19	578.441	1024	117.56	27.41	33.08
878	maxvit_tiny_rw_256	256	1767.83	434.406	768	29.07	6.74	44.35
879	maxvit_rmlp_tiny_rw_256	256	1764.91	435.129	768	29.15	6.77	46.92
880	sequencer2d_m	224	1760.97	581.467	1024	38.31	6.55	14.26
881	xception41	299	1760.86	290.748	512	26.97	9.28	39.86
882	resnet152s	224	1745.67	586.565	1024	60.32	12.92	24.96
883	efficientnet_b4	320	1740.06	294.222	512	19.34	3.13	34.76
884	coatnet_1_224	224	1739.09	294.386	512	42.23	8.7	39.0
885	resnetv2_101	288	1737.4	589.353	1024	44.54	12.94	26.83
886	hrnet_w30	224	1723.75	593.993	1024	37.71	8.15	21.21
887	mixnet_xxl	224	1723.5	445.584	768	23.96	2.04	23.43
888	convformer_s18	224	1723.21	594.213	1024	26.77	3.96	15.82
889	legacy_seresnet152	224	1717.65	596.143	1024	66.82	11.33	22.08
890	regnetx_160	224	1711.44	598.295	1024	54.28	15.99	25.52
891	resnetv2_50d_evos	224	1709.91	598.829	1024	25.59	4.33	11.92
892	rexnetr_300	288	1708.11	299.718	512	34.81	5.59	36.61
893	mobilenetv4_hybrid_large	384	1707.76	599.592	1024	37.76	7.77	34.52
894	eva02_base_patch16_clip_224	224	1707.16	599.804	1024	86.26	17.62	26.32
895	wide_resnet50_2	288	1707.11	599.82	1024	68.88	18.89	23.81
896	mvitv2_small_cls	224	1705.56	600.369	1024	34.87	7.04	28.17
897	hrnet_w32	224	1694.43	604.278	1024	41.23	8.97	22.02
898	xcit_tiny_12_p8_224	224	1681.45	608.969	1024	6.71	4.81	23.6
899	resnet101	288	1679.51	609.673	1024	44.55	12.95	26.83
900	tnt_s_patch16_224	224	1675.64	611.078	1024	23.76	5.24	24.37
901	wide_resnet101_2	224	1674.87	611.366	1024	126.89	22.8	21.23
902	vgg19_bn	224	1663.12	615.681	1024	143.68	19.66	14.86
903	cait_xxs36_224	224	1660.72	616.58	1024	17.3	3.77	30.34
904	swin_small_patch4_window7_224	224	1658.9	617.245	1024	49.61	8.77	27.47
905	seresnet152	224	1654.98	618.709	1024	66.82	11.57	22.61
906	vit_betwixt_patch16_rope_reg4_gap_256	256	1646.55	621.878	1024	60.23	16.52	28.24
907	convnext_tiny	384	1644.05	311.408	512	28.59	13.14	39.48
908	efficientformerv2_s0	224	1630.94	627.828	1024	3.6	0.41	5.3
909	cs3se_edgenet_x	320	1622.94	630.928	1024	50.72	18.01	20.21
910	mvitv2_small	224	1621.36	631.548	1024	34.87	7.0	28.08
911	vit_relpos_base_patch16_plus_240	240	1621.32	631.559	1024	117.38	27.3	34.33
912	efficientvit_l2	288	1608.39	636.638	1024	63.71	11.51	32.19
913	convnext_base	256	1605.42	637.811	1024	88.59	20.09	37.55
914	dm_nfnet_f0	256	1604.65	638.122	1024	71.49	12.62	18.05
915	dla102x2	224	1600.16	639.91	1024	41.28	9.34	29.91
916	maxvit_tiny_pm_256	256	1598.65	480.383	768	30.09	6.61	47.9
917	efficientnet_lite4	380	1596.86	240.45	384	13.01	4.04	45.66
918	xcit_small_24_p16_224	224	1593.77	642.475	1024	47.67	9.1	23.64
919	samvit_base_patch16_224	224	1591.15	643.539	1024	86.46	17.54	24.54
920	vit_small_r26_s32_384	384	1589.79	644.083	1024	36.47	10.43	29.85
921	regnety_160	224	1584.47	646.244	1024	83.59	15.96	23.04
922	hiera_base_abswin_256	256	1579.74	648.184	1024	51.27	12.46	40.7
923	hgnetv2_b6	224	1577.08	649.276	1024	75.26	16.88	21.23
924	vit_base_r50_s16_224	224	1574.79	650.212	1024	97.89	21.66	35.28
925	poolformerv2_s24	224	1572.19	651.293	1024	21.34	3.42	10.68
926	coat_tiny	224	1561.91	655.584	1024	5.5	4.35	27.2
927	pvt_v2_b4	224	1560.91	655.996	1024	62.56	10.14	53.74
928	pvt_v2_b5	224	1557.23	657.547	1024	81.96	11.76	50.92
929	eca_nfnet_l1	256	1553.7	659.05	1024	41.41	9.62	22.04
930	repvgg_b3	224	1551.91	659.803	1024	123.09	29.16	15.1
931	xception65p	299	1551.33	329.999	512	39.82	13.91	52.48
932	swinv2_tiny_window8_256	256	1547.17	661.823	1024	28.35	5.96	24.57
933	resnetaa101d	288	1535.29	666.945	1024	44.57	15.07	29.03
934	fastvit_sa24	256	1525.62	671.177	1024	21.55	3.8	24.32
935	efficientnetv2_s	384	1507.35	679.311	1024	21.46	8.44	35.77
936	efficientformerv2_s1	224	1505.34	680.214	1024	6.19	0.67	7.66
937	resnet152d	256	1501.71	681.861	1024	60.21	15.41	30.51
938	inception_next_base	224	1485.4	689.354	1024	86.67	14.85	25.69
939	efficientnet_b3_g8_gn	320	1480.62	518.679	768	14.25	3.2	28.83
940	regnety_080	288	1476.82	693.353	1024	39.18	13.22	29.69
941	dpn98	224	1476.36	693.573	1024	61.57	11.73	25.2
942	mobilenetv4_conv_aa_large	448	1470.08	522.395	768	32.59	9.63	43.94
943	hrnet_w18_ssld	288	1462.78	700.012	1024	21.3	7.14	26.96
944	resnetblur101d	288	1462.58	700.1	1024	44.57	15.07	29.65
945	rdnet_base	224	1460.56	525.796	768	87.45	15.4	31.14
946	hgnet_base	224	1454.32	528.06	768	71.58	25.14	15.47
947	efficientnetv2_rw_s	384	1440.54	710.82	1024	23.94	8.72	38.03
948	nf_regnet_b4	384	1439.96	711.11	1024	30.21	4.7	28.61
949	seresnet101	288	1437.85	712.145	1024	49.33	12.95	26.87
950	regnetv_064	288	1435.74	713.191	1024	30.58	10.55	27.11
951	focalnet_base_srf	224	1425.69	718.219	1024	88.15	15.28	35.01
952	eva02_small_patch14_336	336	1424.13	719.007	1024	22.13	15.48	54.33
953	ecaresnet101d	288	1423.42	719.366	1024	44.57	13.35	28.19
954	regnety_064	288	1420.12	720.99	1024	30.58	10.56	27.11
955	tf_efficientnetv2_s	384	1419.64	721.279	1024	21.46	8.44	35.77
956	tf_efficientnet_lite4	380	1419.26	270.533	384	13.01	4.04	45.66
957	inception_resnet_v2	299	1412.75	724.752	1024	55.84	13.18	25.06
958	resnext101_64x4d	224	1412.06	725.153	1024	83.46	15.52	31.21
959	crossvit_15_dagger_408	408	1397.53	732.691	1024	28.5	21.45	95.05
960	resnext101_32x8d	224	1396.99	732.978	1024	88.79	16.48	31.21
961	resnet200	224	1396.79	733.081	1024	64.67	15.07	32.19
962	efficientvit_b3	288	1387.6	553.447	768	48.65	6.58	44.2
963	resnetrs101	288	1381.07	741.426	1024	63.62	13.56	28.53
964	poolformer_m36	224	1377.13	743.544	1024	56.17	8.8	22.02
965	maxvit_rmlp_small_rw_224	224	1365.13	562.563	768	64.9	10.75	49.3
966	vit_mediumd_patch16_rope_reg1_gap_256	256	1360.17	752.819	1024	63.95	17.65	37.02
967	resnext101_32x4d	288	1355.28	755.535	1024	44.18	13.24	35.09
968	vit_so150m_patch16_reg4_gap_256	256	1352.83	756.904	1024	134.13	36.75	53.21
969	vit_medium_patch16_gap_384	384	1340.12	764.084	1024	39.03	26.08	67.54
970	vit_so150m_patch16_reg4_map_256	256	1340.1	764.094	1024	141.48	37.18	53.68
971	swinv2_cr_small_224	224	1339.46	764.46	1024	49.7	9.07	50.27
972	resnet101d	320	1328.63	770.69	1024	44.57	16.48	34.77
973	regnetz_040	320	1328.31	385.424	512	27.12	6.35	37.78
974	swinv2_cr_small_ns_224	224	1326.17	772.119	1024	49.7	9.08	50.27
975	regnetz_040_h	320	1323.75	386.752	512	28.94	6.43	37.94
976	focalnet_base_lrf	224	1318.02	776.898	1024	88.75	15.43	38.13
977	eva02_base_patch14_224	224	1315.36	778.472	1024	85.76	23.22	36.55
978	xception65	299	1311.64	390.314	512	39.92	13.96	52.48
979	vit_base_patch16_rope_reg1_gap_256	256	1310.51	781.347	1024	86.43	23.22	33.39
980	nest_base	224	1310.17	781.549	1024	67.72	17.96	53.39
981	convnextv2_small	224	1310.01	781.645	1024	50.32	8.71	21.56
982	nfnet_f1	224	1306.81	783.562	1024	132.63	17.87	22.94
983	efficientnetv2_m	320	1304.81	784.765	1024	54.14	11.01	39.97
984	volo_d2_224	224	1303.25	785.708	1024	58.68	14.34	41.34
985	coatnet_2_rw_224	224	1301.67	393.319	512	73.87	15.09	49.22
986	regnetz_d32	320	1300.21	787.532	1024	27.58	9.33	37.08
987	seresnext101_64x4d	224	1298.53	788.558	1024	88.23	15.53	31.25
988	nest_base_jx	224	1295.76	790.243	1024	67.72	17.96	53.39
989	gmlp_b16_224	224	1289.85	793.862	1024	73.08	15.78	30.21
990	mobilevitv2_150	384	1286.35	198.995	256	10.59	9.2	54.25
991	hrnet_w40	224	1285.98	796.256	1024	57.56	12.75	25.29
992	regnetz_d8	320	1285.82	796.348	1024	23.37	6.19	37.08
993	seresnext101_32x8d	224	1284.38	797.243	1024	93.57	16.48	31.25
994	seresnet152d	256	1276.56	802.126	1024	66.84	15.42	30.56
995	resnetrs152	256	1273.91	803.74	1024	86.62	15.59	30.83
996	mobilenetv4_conv_aa_large	480	1272.27	603.62	768	32.59	11.05	50.45
997	convnextv2_tiny	288	1271.26	604.097	768	28.64	7.39	22.21
998	cait_s24_224	224	1270.01	806.265	1024	46.92	9.35	40.58
999	convnext_base	288	1266.87	808.261	1024	88.59	25.43	47.53
1000	seresnext101d_32x8d	224	1264.56	809.737	1024	93.59	16.72	32.05
1001	resnest101e	256	1259.59	812.93	1024	48.28	13.38	28.66
1002	efficientformer_l7	224	1257.98	813.975	1024	82.23	10.17	24.45
1003	twins_svt_large	224	1250.2	819.039	1024	99.27	15.15	35.1
1004	maxvit_small_tf_224	224	1245.42	411.087	512	68.93	11.66	53.17
1005	maxxvit_rmlp_small_rw_256	256	1239.49	619.588	768	66.01	14.67	58.38
1006	mobilenetv4_hybrid_large	448	1233.31	622.691	768	37.76	10.74	48.61
1007	resnet50x4_clip_gap	288	1228.45	833.533	1024	65.62	19.57	34.11
1008	coatnet_rmlp_2_rw_224	224	1227.94	416.935	512	73.88	15.18	54.78
1009	coat_mini	224	1224.8	836.033	1024	10.34	6.82	33.68
1010	coatnet_2_224	224	1217.65	420.455	512	74.68	16.5	52.67
1011	coat_lite_medium	224	1217.51	841.038	1024	44.57	9.81	40.06
1012	efficientnet_b4	384	1211.17	317.024	384	19.34	4.51	50.04
1013	swin_base_patch4_window7_224	224	1207.02	848.341	1024	87.77	15.47	36.63
1014	convnext_large	224	1206.16	848.95	1024	197.77	34.4	43.13
1015	tresnet_m	448	1204.65	850.01	1024	31.39	22.99	29.21
1016	mvitv2_base_cls	224	1201.41	852.308	1024	65.44	10.23	40.65
1017	vit_large_patch32_384	384	1196.88	855.533	1024	306.63	45.31	43.86
1018	resnet152	288	1192.43	858.72	1024	60.19	19.11	37.28
1019	seresnext101_32x4d	288	1192.03	859.008	1024	48.96	13.25	35.12
1020	tiny_vit_21m_384	384	1188.05	646.409	768	21.23	13.77	77.83
1021	seresnextaa101d_32x8d	224	1183.29	865.35	1024	93.59	17.25	34.16
1022	resnet50x4_clip	288	1179.84	867.878	1024	87.14	21.35	35.27
1023	xcit_tiny_24_p16_384	384	1171.17	874.311	1024	12.12	6.87	34.29
1024	levit_conv_384_s8	224	1166.16	439.026	512	39.12	9.98	35.86
1025	dm_nfnet_f1	224	1150.17	890.285	1024	132.63	17.87	22.94
1026	regnetz_e8	256	1147.85	892.072	1024	57.7	9.91	40.94
1027	swin_s3_small_224	224	1145.1	670.656	768	49.74	9.43	37.84
1028	mvitv2_base	224	1138.44	899.454	1024	51.47	10.16	40.5
1029	sequencer2d_l	224	1135.5	901.779	1024	54.3	9.74	22.12
1030	efficientnetv2_rw_m	320	1134.41	902.651	1024	53.24	12.72	47.14
1031	gcvit_small	224	1132.43	904.224	1024	51.09	8.57	41.61
1032	regnety_120	288	1127.97	680.842	768	51.82	20.06	35.34
1033	hrnet_w44	224	1125.91	909.412	1024	67.06	14.94	26.92
1034	levit_384_s8	224	1123.29	455.784	512	39.12	9.98	35.86
1035	regnetz_b16_evos	288	1122.27	684.3	768	9.74	2.36	16.43
1036	hrnet_w48_ssld	224	1116.96	916.749	1024	77.47	17.34	28.56
1037	hrnet_w48	224	1113.97	919.215	1024	77.47	17.34	28.56
1038	regnetz_c16_evos	256	1112.53	690.289	768	13.49	2.48	16.57
1039	tf_efficientnet_b4	380	1110.38	345.798	384	19.34	4.49	49.49
1040	xcit_medium_24_p16_224	224	1105.25	926.46	1024	84.4	16.13	31.71
1041	tnt_b_patch16_224	224	1094.56	935.51	1024	65.41	14.09	39.01
1042	mobilevitv2_175	384	1091.31	234.563	256	14.25	12.47	63.29
1043	dpn131	224	1083.25	945.269	1024	79.25	16.09	32.97
1044	nextvit_small	384	1081.98	946.382	1024	31.76	17.26	57.14
1045	resnet200d	256	1077.87	949.987	1024	64.69	20.0	43.09
1046	vit_betwixt_patch16_reg4_gap_384	384	1077.83	950.026	1024	60.6	39.71	85.28
1047	efficientvit_l3	224	1066.9	719.814	768	246.04	27.62	39.16
1048	convnextv2_nano	384	1066.76	359.947	384	15.62	7.22	24.61
1049	maxvit_rmlp_small_rw_256	256	1061.31	723.613	768	64.9	14.15	66.09
1050	poolformerv2_s36	224	1054.78	970.792	1024	30.79	5.01	15.82
1051	fastvit_sa36	256	1050.89	974.39	1024	31.53	5.64	34.61
1052	davit_large	224	1043.66	735.848	768	196.81	34.6	60.99
1053	convit_base	224	1041.2	983.452	1024	86.54	17.52	31.77
1054	legacy_senet154	224	1041.02	983.633	1024	115.09	20.77	38.69
1055	resnetv2_50d_evos	288	1038.94	985.591	1024	25.59	7.15	19.7
1056	poolformer_m48	224	1037.67	986.794	1024	73.47	11.59	29.17
1057	vitamin_base_224	224	1035.95	494.209	512	87.72	22.68	52.77
1058	crossvit_18_dagger_408	408	1032.79	991.461	1024	44.61	32.47	124.87
1059	fastvit_mci1	256	1032.41	991.824	1024	21.54	4.72	32.84
1060	maxxvitv2_rmlp_base_rw_224	224	1032.37	743.892	768	116.09	24.2	62.77
1061	swinv2_base_window12_192	192	1028.07	996.011	1024	109.28	11.9	39.72
1062	convnext_base	320	1024.52	749.592	768	88.59	31.39	58.68
1063	xcit_small_12_p16_384	384	1021.49	1002.43	1024	26.25	14.14	36.51
1064	resnetv2_50x1_bit	448	1019.03	502.406	512	25.55	16.62	44.46
1065	senet154	224	1016.88	1006.903	1024	115.09	20.77	38.69
1066	densenet264d	224	1016.07	1007.782	1024	72.74	13.57	14.0
1067	convnext_small	384	1015.93	755.929	768	50.22	25.58	63.37
1068	seresnet152	288	1013.71	1010.121	1024	66.82	19.11	37.34
1069	regnety_320	224	1007.78	1016.066	1024	145.05	32.34	30.26
1070	dpn107	224	1005.01	1018.86	1024	86.92	18.38	33.46
1071	xception71	299	1004.0	509.938	512	42.34	18.09	69.92
1072	hgnetv2_b6	288	981.26	782.643	768	75.26	27.9	35.09
1073	swinv2_cr_base_224	224	978.09	1046.904	1024	87.88	15.86	59.66
1074	eca_nfnet_l1	320	976.83	1048.265	1024	41.41	14.92	34.42
1075	regnety_160	288	976.51	524.284	512	83.59	26.37	38.07
1076	caformer_s36	224	971.41	1054.103	1024	39.3	8.0	37.53
1077	swinv2_cr_base_ns_224	224	970.9	1054.655	1024	87.88	15.86	59.66
1078	mobilenetv4_conv_aa_large	544	968.9	528.415	512	32.59	14.19	64.79
1079	swinv2_small_window8_256	256	964.83	1061.297	1024	49.73	11.58	40.14
1080	resnetv2_50x3_bit	224	964.09	796.571	768	217.32	37.06	33.34
1081	regnetx_320	224	962.49	1063.881	1024	107.81	31.81	36.3
1082	swinv2_cr_small_ns_256	256	961.42	1065.06	1024	49.7	12.07	76.21
1083	nf_regnet_b5	384	955.45	803.79	768	49.74	7.95	42.9
1084	swin_s3_base_224	224	954.89	1072.349	1024	71.13	13.69	48.26
1085	resnet152d	320	952.68	1074.832	1024	60.21	24.08	47.67
1086	swinv2_tiny_window16_256	256	949.54	404.378	384	28.35	6.68	39.02
1087	mobilevitv2_200	384	949.03	269.729	256	18.45	16.24	72.34
1088	efficientvit_l2	384	946.77	540.762	512	63.71	20.45	57.01
1089	coat_small	224	946.54	1081.808	1024	21.69	12.61	44.25
1090	convnextv2_base	224	943.15	814.261	768	88.72	15.38	28.75
1091	volo_d3_224	224	938.88	1090.634	1024	86.33	20.78	60.09
1092	ecaresnet200d	256	930.32	1100.668	1024	64.69	20.0	43.15
1093	vit_mediumd_patch16_reg4_gap_384	384	927.5	1104.011	1024	64.27	43.67	113.51
1094	deit_base_patch16_384	384	924.35	1107.782	1024	86.86	55.54	101.56
1095	deit_base_distilled_patch16_384	384	923.14	1109.233	1024	87.63	55.65	101.82
1096	convnext_large_mlp	256	921.21	833.66	768	200.13	44.94	56.33
1097	vit_base_patch16_384	384	915.77	1118.154	1024	86.86	55.54	101.56
1098	convformer_s36	224	915.39	1118.618	1024	40.01	7.67	30.5
1099	vit_base_patch16_clip_384	384	912.89	1121.683	1024	86.86	55.54	101.56
1100	vit_large_patch16_224	224	912.7	1121.913	1024	304.33	61.6	63.52
1101	eva_large_patch14_196	196	906.88	1129.113	1024	304.14	61.57	63.52
1102	seresnet200d	256	906.73	1129.3	1024	71.86	20.01	43.15
1103	resnetrs200	256	903.32	1133.498	1024	93.21	20.18	43.42
1104	hgnet_base	288	882.61	580.058	512	71.58	41.55	25.57
1105	xcit_tiny_24_p8_224	224	882.26	1160.631	1024	12.11	9.21	45.39
1106	rdnet_large	224	880.89	581.2	512	186.27	34.74	46.67
1107	resnext101_64x4d	288	874.91	1170.378	1024	83.46	25.66	51.59
1108	fastvit_ma36	256	873.15	1172.691	1024	44.07	7.88	41.09
1109	tf_efficientnetv2_m	384	871.16	1175.422	1024	54.14	15.85	57.52
1110	beit_large_patch16_224	224	866.7	1181.465	1024	304.43	61.6	63.52
1111	hrnet_w64	224	866.3	1181.977	1024	128.06	28.97	35.09
1112	efficientvit_l3	256	859.51	893.502	768	246.04	36.06	50.98
1113	mixer_l16_224	224	858.48	1192.773	1024	208.2	44.6	41.69
1114	vit_small_patch14_dinov2	518	855.54	1196.86	1024	22.06	46.76	198.79
1115	beitv2_large_patch16_224	224	855.13	1197.449	1024	304.43	61.6	63.52
1116	resnet200	288	849.17	1205.852	1024	64.67	24.91	53.21
1117	xcit_nano_12_p8_384	384	849.15	1205.887	1024	3.05	6.34	46.08
1118	nextvit_base	384	845.41	1211.22	1024	44.82	24.64	73.95
1119	deit3_base_patch16_384	384	844.28	1212.833	1024	86.88	55.54	101.56
1120	deit3_large_patch16_224	224	842.04	1216.066	1024	304.37	61.6	63.52
1121	gcvit_base	224	837.14	1223.178	1024	90.32	14.87	55.48
1122	vit_base_patch16_18x2_224	224	836.78	1223.713	1024	256.73	52.51	71.38
1123	beit_base_patch16_384	384	834.75	1226.684	1024	86.74	55.54	101.56
1124	hiera_large_224	224	833.73	1228.187	1024	213.74	40.34	83.37
1125	maxvit_rmlp_base_rw_224	224	831.5	923.612	768	116.14	23.15	92.64
1126	vit_small_patch14_reg4_dinov2	518	820.76	1247.592	1024	22.06	46.95	199.77
1127	seresnet152d	320	810.78	1262.948	1024	66.84	24.09	47.72
1128	resnetrs152	320	806.91	1269.013	1024	86.62	24.34	48.14
1129	vit_base_patch16_siglip_gap_384	384	803.81	1273.896	1024	86.09	55.43	101.3
1130	resnext101_32x16d	224	802.86	1275.414	1024	194.03	36.27	51.18
1131	volo_d1_384	384	801.94	1276.869	1024	26.78	22.75	108.55
1132	levit_conv_512_s8	224	796.51	321.385	256	74.05	21.82	52.28
1133	vit_base_patch16_siglip_384	384	796.23	1286.031	1024	93.18	56.12	102.2
1134	efficientformerv2_s2	224	793.27	1290.823	1024	12.71	1.27	11.77
1135	flexivit_large	240	792.48	1292.113	1024	304.36	70.99	75.39
1136	seresnext101_32x8d	288	790.85	1294.776	1024	93.57	27.24	51.63
1137	convnext_xlarge	224	789.11	973.216	768	350.2	60.98	57.5
1138	seresnext101d_32x8d	288	779.13	1314.209	1024	93.59	27.64	52.95
1139	fastvit_mci2	256	770.69	1328.66	1024	35.82	7.91	43.34
1140	xcit_small_12_p8_224	224	768.93	1331.684	1024	26.21	18.69	47.21
1141	efficientnetv2_m	416	757.66	1351.509	1024	54.14	18.6	67.5
1142	levit_512_s8	224	756.91	338.197	256	74.05	21.82	52.28
1143	nfnet_f2	256	754.41	1357.331	1024	193.78	33.76	41.85
1144	poolformerv2_m36	224	753.91	1358.223	1024	56.08	8.81	22.02
1145	coatnet_rmlp_3_rw_224	224	747.12	342.626	256	165.15	33.56	79.47
1146	swin_large_patch4_window7_224	224	734.47	1045.628	768	196.53	34.53	54.94
1147	coatnet_3_rw_224	224	734.18	348.657	256	181.81	33.44	73.83
1148	coatnet_3_224	224	734.12	348.691	256	166.97	36.56	79.01
1149	efficientnet_b5	416	732.18	349.614	256	30.39	8.27	80.68
1150	maxvit_base_tf_224	224	727.37	703.885	512	119.47	24.04	95.01
1151	seresnextaa101d_32x8d	288	726.54	1409.397	1024	93.59	28.51	56.44
1152	regnetz_e8	320	726.44	1057.182	768	57.7	15.46	63.94
1153	convnext_large	288	724.73	706.442	512	197.77	56.87	71.29
1154	convnextv2_tiny	384	722.62	531.372	384	28.64	13.14	39.48
1155	ecaresnet200d	288	722.05	1418.16	1024	64.69	25.31	54.59
1156	regnetz_d8_evos	256	720.34	1421.53	1024	23.46	4.5	24.92
1157	resnetv2_152x2_bit	224	716.98	1428.18	1024	236.34	46.95	45.11
1158	seresnet269d	256	714.47	1433.198	1024	113.67	26.59	53.6
1159	convnext_base	384	714.31	716.749	512	88.59	45.21	84.49
1160	regnetz_c16_evos	320	711.04	720.042	512	13.49	3.86	25.88
1161	seresnet200d	288	706.46	1449.448	1024	71.86	25.32	54.6
1162	caformer_m36	224	705.55	1451.316	1024	56.2	13.29	50.48
1163	swinv2_base_window8_256	256	704.56	1090.005	768	87.92	20.37	52.59
1164	davit_huge	224	697.25	734.284	512	348.92	61.23	81.32
1165	xcit_large_24_p16_224	224	695.71	1471.847	1024	189.1	35.86	47.27
1166	nextvit_large	384	694.8	1473.781	1024	57.87	32.03	90.76
1167	nfnet_f1	320	694.64	1474.11	1024	132.63	35.97	46.77
1168	resnetrs270	256	693.43	1476.685	1024	129.86	27.06	55.84
1169	maxxvitv2_rmlp_large_rw_224	224	685.54	1120.26	768	215.42	44.14	87.15
1170	resnet200d	320	684.31	1496.359	1024	64.69	31.25	67.33
1171	eca_nfnet_l2	320	677.83	1510.682	1024	56.72	20.95	47.43
1172	hrnet_w48_ssld	288	674.81	1517.452	1024	77.47	28.66	47.21
1173	convformer_m36	224	673.4	1520.613	1024	57.05	12.89	42.05
1174	vit_large_patch14_224	224	671.42	1525.099	1024	304.2	81.08	88.79
1175	efficientnetv2_rw_m	416	660.69	1162.389	768	53.24	21.49	79.62
1176	vit_base_patch8_224	224	659.1	1165.195	768	86.58	78.22	161.69
1177	vit_large_patch14_clip_224	224	658.44	1555.16	1024	304.2	81.08	88.79
1178	resnetv2_101x1_bit	448	655.55	780.987	512	44.54	31.65	64.93
1179	swinv2_large_window12_192	192	647.21	791.055	512	228.77	26.17	56.53
1180	nf_regnet_b5	456	647.09	791.219	512	49.74	11.7	61.95
1181	efficientnet_b5	448	640.21	399.84	256	30.39	9.59	93.56
1182	tiny_vit_21m_512	512	639.87	600.092	384	21.27	27.02	177.93
1183	dm_nfnet_f2	256	635.02	1612.538	1024	193.78	33.76	41.85
1184	tresnet_l	448	634.37	1614.169	1024	55.99	43.59	47.56
1185	halonet_h1	256	633.74	403.931	256	8.1	3.0	51.17
1186	caformer_s18	384	629.68	813.073	512	26.34	13.42	77.34
1187	vit_large_patch16_siglip_gap_256	256	628.22	1629.977	1024	303.36	80.8	88.34
1188	maxvit_tiny_tf_384	384	626.52	408.586	256	30.98	17.53	123.42
1189	vit_large_patch16_siglip_256	256	625.66	1636.644	1024	315.96	81.34	88.88
1190	vit_large_r50_s32_384	384	615.76	1662.953	1024	329.09	57.43	76.52
1191	regnety_640	224	613.16	1252.507	768	281.38	64.16	42.5
1192	swinv2_cr_large_224	224	606.35	1266.568	768	196.68	35.1	78.42
1193	swinv2_small_window16_256	256	601.52	638.354	384	49.73	12.82	66.29
1194	seresnextaa101d_32x8d	320	597.68	1284.933	768	93.59	35.19	69.67
1195	convnextv2_large	224	595.67	859.51	512	197.96	34.4	43.13
1196	convmixer_768_32	224	587.98	1741.521	1024	21.11	19.55	25.95
1197	convnext_large_mlp	320	587.82	870.986	512	200.13	70.21	88.02
1198	convformer_s18	384	584.32	876.206	512	26.77	11.63	46.49
1199	volo_d4_224	224	581.51	1760.899	1024	192.96	44.34	80.22
1200	convnextv2_base	288	576.25	888.468	512	88.72	25.43	47.53
1201	resnetrs200	320	573.92	1784.186	1024	93.21	31.51	67.81
1202	dm_nfnet_f1	320	570.82	1793.897	1024	132.63	35.97	46.77
1203	resnetv2_101x3_bit	224	568.43	1351.065	768	387.93	71.23	48.7
1204	poolformerv2_m48	224	567.13	1805.556	1024	73.35	11.59	29.17
1205	vit_large_patch14_clip_quickgelu_224	224	566.47	1807.657	1024	303.97	81.08	88.79
1206	xcit_tiny_12_p8_384	384	566.0	1809.156	1024	6.71	14.13	69.14
1207	regnety_160	384	565.42	679.108	384	83.59	46.87	67.67
1208	seresnet269d	288	556.07	1841.481	1024	113.67	33.65	67.81
1209	vit_large_patch14_xp_224	224	555.64	1842.897	1024	304.06	81.01	88.79
1210	tf_efficientnet_b5	456	553.22	462.718	256	30.39	10.46	98.86
1211	tf_efficientnetv2_m	480	552.28	1390.555	768	54.14	24.76	89.84
1212	xcit_small_24_p16_384	384	550.05	1861.633	1024	47.67	26.72	68.58
1213	efficientvit_l3	320	548.76	932.978	512	246.04	56.32	79.34
1214	vit_base_r50_s16_384	384	528.19	1938.65	1024	98.95	67.43	135.03
1215	swinv2_cr_tiny_384	384	527.59	485.193	256	28.33	15.34	161.01
1216	inception_next_base	384	523.15	978.654	512	86.67	43.64	75.48
1217	caformer_b36	224	522.73	1469.167	768	98.75	23.22	67.3
1218	efficientformerv2_l	224	520.87	1965.917	1024	26.32	2.59	18.54
1219	maxvit_large_tf_224	224	511.9	750.122	384	211.79	43.68	127.35
1220	efficientnetv2_l	384	505.24	2026.716	1024	118.52	36.1	101.16
1221	convformer_b36	224	493.89	1554.99	768	99.88	22.69	56.06
1222	nasnetalarge	331	490.88	782.249	384	88.75	23.89	90.56
1223	vitamin_large2_224	224	490.43	1043.963	512	333.58	75.05	112.83
1224	vitamin_large_224	224	490.33	1044.155	512	333.32	75.05	112.83
1225	tf_efficientnetv2_l	384	486.38	2105.328	1024	118.52	36.1	101.16
1226	eca_nfnet_l2	384	481.18	1596.052	768	56.72	30.05	68.28
1227	convnext_xlarge	288	474.06	809.995	384	350.2	100.8	95.05
1228	tresnet_xl	448	468.78	1638.268	768	78.44	60.77	61.31
1229	ecaresnet269d	320	467.07	2192.338	1024	102.09	41.53	83.69
1230	vit_so400m_patch14_siglip_gap_224	224	464.21	2205.889	1024	412.44	109.57	106.13
1231	vit_so400m_patch14_siglip_224	224	463.58	2208.874	1024	427.68	110.26	106.73
1232	regnetz_d8_evos	320	459.77	1670.385	768	23.46	7.03	38.92
1233	pnasnet5large	331	451.71	850.077	384	86.06	25.04	92.89
1234	coatnet_4_224	224	448.81	570.366	256	275.43	62.48	129.26
1235	volo_d2_384	384	446.3	1720.798	768	58.87	46.17	184.51
1236	swinv2_base_window16_256	256	443.63	865.555	384	87.92	22.02	84.71
1237	swinv2_base_window12to16_192to256	256	443.19	866.406	384	87.92	22.02	84.71
1238	eca_nfnet_l3	352	438.82	2333.492	1024	72.04	32.57	73.12
1239	vit_base_patch16_siglip_gap_512	512	436.48	1172.98	512	86.43	107.0	246.15
1240	resnest200e	320	433.87	2360.1	1024	70.2	35.69	82.78
1241	repvgg_d2se	320	433.46	2362.343	1024	133.33	74.57	46.82
1242	vit_base_patch16_siglip_512	512	432.68	1183.28	512	93.52	108.22	247.74
1243	resnetrs350	288	431.8	2371.351	1024	163.96	43.67	87.09
1244	eva02_large_patch14_224	224	427.61	2394.657	1024	303.27	81.15	97.2
1245	eva02_large_patch14_clip_224	224	422.17	2425.529	1024	304.11	81.18	97.2
1246	maxvit_small_tf_384	384	417.56	459.79	192	69.02	35.87	183.65
1247	xcit_small_24_p8_224	224	413.85	2474.292	1024	47.63	35.81	90.78
1248	coat_lite_medium_384	384	412.65	1240.736	512	44.57	28.73	116.7
1249	cait_xxs24_384	384	409.04	2503.383	1024	12.03	9.63	122.66
1250	convnext_large	384	408.43	626.768	256	197.77	101.1	126.74
1251	convnext_large_mlp	384	408.43	626.758	256	200.13	101.11	126.74
1252	resnet50x16_clip_gap	384	408.06	1254.695	512	136.2	70.32	100.64
1253	coatnet_rmlp_2_rw_384	384	407.99	470.57	192	73.88	47.69	209.43
1254	resnext101_32x32d	224	402.22	1272.909	512	468.53	87.29	91.12
1255	nfnet_f2	352	397.35	1932.786	768	193.78	63.22	79.06
1256	mvitv2_large_cls	224	396.76	1935.67	768	234.58	42.17	111.69
1257	resnet50x16_clip	384	396.57	1291.043	512	167.33	74.9	103.54
1258	ecaresnet269d	352	387.68	2641.296	1024	102.09	50.25	101.25
1259	volo_d5_224	224	384.55	2662.854	1024	295.46	72.4	118.11
1260	xcit_medium_24_p16_384	384	381.47	2684.348	1024	84.4	47.39	91.64
1261	mvitv2_large	224	376.52	1359.807	512	217.99	43.87	112.02
1262	vitamin_large2_256	256	375.97	1021.316	384	333.64	99.0	154.99
1263	vitamin_large_256	256	375.75	1021.913	384	333.38	99.0	154.99
1264	hiera_huge_224	224	370.3	1382.641	512	672.78	124.85	150.95
1265	nfnet_f3	320	368.66	2777.571	1024	254.92	68.77	83.93
1266	efficientvit_l3	384	368.28	1042.649	384	246.04	81.08	114.02
1267	resnetrs270	352	365.8	2799.336	1024	129.86	51.13	105.48
1268	efficientnetv2_xl	384	365.74	2799.773	1024	208.12	52.81	139.2
1269	convnextv2_large	288	360.11	710.871	256	197.96	56.87	71.29
1270	regnety_320	384	355.95	1078.775	384	145.05	95.0	88.87
1271	tf_efficientnetv2_xl	384	352.9	2901.677	1024	208.12	52.81	139.2
1272	maxvit_tiny_tf_512	512	350.4	365.274	128	31.05	33.49	257.59
1273	efficientnet_b6	528	348.25	367.527	128	43.04	19.4	167.39
1274	vit_huge_patch14_224	224	346.11	2958.6	1024	630.76	167.4	139.41
1275	resmlp_big_24_224	224	346.09	2958.721	1024	129.14	100.23	87.31
1276	vit_huge_patch14_clip_224	224	345.85	2960.828	1024	632.05	167.4	139.41
1277	maxxvitv2_rmlp_base_rw_384	384	338.23	1135.306	384	116.09	72.98	213.74
1278	dm_nfnet_f2	352	333.3	2304.205	768	193.78	63.22	79.06
1279	caformer_s36	384	330.56	1548.873	512	39.3	26.08	150.33
1280	vit_base_patch14_dinov2	518	330.07	1551.146	512	86.58	151.71	397.58
1281	deit3_huge_patch14_224	224	328.48	3117.396	1024	632.13	167.4	139.41
1282	vit_base_patch14_reg4_dinov2	518	326.8	1566.682	512	86.58	152.25	399.53
1283	swinv2_cr_small_384	384	326.37	784.356	256	49.7	29.7	298.03
1284	convnextv2_base	384	326.0	785.254	256	88.72	45.21	84.49
1285	efficientnetv2_l	480	324.02	1580.122	512	118.52	56.4	157.99
1286	tf_efficientnet_b6	528	322.38	397.021	128	43.04	19.4	167.39
1287	vit_huge_patch14_gap_224	224	320.65	3193.485	1024	630.76	166.73	138.74
1288	eva02_base_patch14_448	448	313.01	1635.692	512	87.12	107.11	259.14
1289	convformer_s36	384	312.77	1636.965	512	40.01	22.54	89.62
1290	tf_efficientnetv2_l	480	311.92	1641.431	512	118.52	56.4	157.99
1291	regnety_1280	224	311.67	1642.714	512	644.81	127.66	71.58
1292	dm_nfnet_f3	320	308.4	3320.307	1024	254.92	68.77	83.93
1293	focalnet_huge_fl3	224	308.26	1660.931	512	745.28	118.26	104.8
1294	maxvit_xlarge_tf_224	224	304.7	840.149	256	506.99	97.52	191.04
1295	convmixer_1536_20	224	304.65	3361.196	1024	51.63	48.68	33.03
1296	vit_huge_patch14_clip_quickgelu_224	224	301.93	3391.487	1024	632.08	167.4	139.41
1297	xcit_tiny_24_p8_384	384	301.9	3391.864	1024	12.11	27.05	132.95
1298	seresnextaa201d_32x8d	320	301.18	3399.969	1024	149.39	70.22	138.71
1299	rdnet_large	384	300.8	638.262	192	186.27	102.09	137.13
1300	vitamin_xlarge_256	256	299.66	854.266	256	436.06	130.13	177.37
1301	resnetrs420	320	299.37	3420.532	1024	191.89	64.2	126.56
1302	swin_base_patch4_window12_384	384	298.5	857.581	256	87.9	47.19	134.78
1303	vit_large_patch16_384	384	297.48	2581.665	768	304.72	191.21	270.24
1304	vit_huge_patch14_xp_224	224	293.38	3490.267	1024	631.8	167.3	139.41
1305	eva_large_patch14_336	336	293.21	2619.236	768	304.53	191.1	270.24
1306	vit_large_patch14_clip_336	336	291.64	2633.322	768	304.53	191.11	270.24
1307	swinv2_cr_huge_224	224	289.13	1328.114	384	657.83	115.97	121.08
1308	cait_xs24_384	384	285.75	2687.593	768	26.67	19.28	183.98
1309	xcit_medium_24_p8_224	224	285.74	3583.627	1024	84.32	63.53	121.23
1310	sam2_hiera_tiny	896	284.13	225.218	64	26.85	99.86	384.63
1311	swinv2_large_window12to16_192to256	256	282.09	680.616	192	196.74	47.81	121.53
1312	convnext_xxlarge	256	281.32	909.972	256	846.47	198.09	124.45
1313	maxvit_rmlp_base_rw_384	384	277.19	1385.303	384	116.14	70.97	318.95
1314	davit_giant	224	275.78	1392.401	384	1406.47	192.92	153.06
1315	beit_large_patch16_384	384	274.3	3733.061	1024	305.0	191.21	270.24
1316	convnextv2_huge	224	273.48	936.071	256	660.29	115.0	79.07
1317	cait_xxs36_384	384	273.32	3746.438	1024	17.37	14.35	183.7
1318	deit3_large_patch16_384	384	271.88	3766.274	1024	304.76	191.21	270.24
1319	vit_giant_patch16_gap_224	224	271.62	3769.888	1024	1011.37	202.46	139.26
1320	eca_nfnet_l3	448	271.28	1887.306	512	72.04	52.55	118.4
1321	convnext_xlarge	384	266.61	960.183	256	350.2	179.2	168.99
1322	vit_large_patch16_siglip_gap_384	384	265.41	2893.649	768	303.69	190.85	269.55
1323	xcit_small_12_p8_384	384	264.43	1452.163	384	26.21	54.92	138.29
1324	vit_large_patch16_siglip_384	384	264.41	2904.586	768	316.28	192.07	270.75
1325	resnetv2_152x2_bit	384	257.56	1490.858	384	236.34	136.16	132.56
1326	coatnet_5_224	224	255.18	752.374	192	687.47	145.49	194.24
1327	vit_large_patch14_clip_quickgelu_336	336	250.08	3071.031	768	304.29	191.11	270.24
1328	resnetv2_152x4_bit	224	249.77	2049.841	512	936.53	186.9	90.22
1329	resnetv2_50x3_bit	448	246.98	777.372	192	217.32	145.7	133.37
1330	maxvit_base_tf_384	384	242.99	790.147	192	119.65	73.8	332.9
1331	sam2_hiera_small	896	242.55	263.836	64	33.95	123.99	442.63
1332	swinv2_cr_base_384	384	240.19	1065.812	256	87.88	50.57	333.68
1333	caformer_m36	384	240.01	1066.57	256	56.2	42.11	196.35
1334	xcit_large_24_p16_384	384	237.61	3232.218	768	189.1	105.35	137.17
1335	resnetrs350	384	236.9	4322.505	1024	163.96	77.59	154.74
1336	maxvit_small_tf_512	512	235.03	408.44	96	69.13	67.26	383.77
1337	volo_d3_448	448	231.1	2215.491	512	86.63	96.33	446.83
1338	eva_giant_patch14_224	224	229.92	4453.698	1024	1012.56	267.18	192.64
1339	eva_giant_patch14_clip_224	224	229.31	4465.497	1024	1012.59	267.18	192.64
1340	convformer_m36	384	228.98	1117.982	256	57.05	37.87	123.56
1341	vit_giant_patch14_224	224	225.31	4544.745	1024	1012.61	267.18	192.64
1342	vit_giant_patch14_clip_224	224	224.09	4569.511	1024	1012.65	267.18	192.64
1343	regnety_640	384	219.6	1165.748	256	281.38	188.47	124.83
1344	cait_s24_384	384	215.82	2372.283	512	47.06	32.17	245.31
1345	vitamin_large_336	336	214.38	895.584	192	333.57	175.72	307.47
1346	vitamin_large2_336	336	214.36	895.665	192	333.83	175.72	307.47
1347	seresnextaa201d_32x8d	384	212.89	2405.003	512	149.39	101.11	199.72
1348	nfnet_f3	416	210.03	2437.746	512	254.92	115.58	141.78
1349	efficientnetv2_xl	512	209.86	2439.71	512	208.12	93.85	247.32
1350	focalnet_huge_fl4	224	209.11	2448.416	512	686.46	118.9	113.34
1351	resnest269e	416	205.52	2491.203	512	110.93	77.69	171.98
1352	nfnet_f4	384	204.25	3760.055	768	316.07	122.14	147.57
1353	efficientnet_b7	600	202.28	474.573	96	66.35	38.33	289.94
1354	tf_efficientnetv2_xl	512	202.25	2531.445	512	208.12	93.85	247.32
1355	convnextv2_large	384	201.98	950.553	192	197.96	101.1	126.74
1356	tf_efficientnet_b7	600	189.69	506.052	96	66.35	38.33	289.94
1357	resnetv2_152x2_bit	448	187.23	1367.275	256	236.34	184.99	180.43
1358	eva02_large_patch14_clip_336	336	186.43	4119.531	768	304.43	191.34	289.13
1359	swin_large_patch4_window12_384	384	185.91	688.483	128	196.74	104.08	202.16
1360	dm_nfnet_f3	416	181.39	2822.569	512	254.92	115.58	141.78
1361	caformer_b36	384	177.61	1441.35	256	98.75	72.33	261.79
1362	resnetrs420	416	176.81	4343.655	768	191.89	108.45	213.79
1363	dm_nfnet_f4	384	176.15	2906.576	512	316.07	122.14	147.57
1364	xcit_large_24_p8_224	224	176.14	2906.744	512	188.93	141.23	181.56
1365	maxvit_large_tf_384	384	171.73	745.342	128	212.03	132.55	445.84
1366	vitamin_xlarge_336	336	171.61	1118.79	192	436.06	230.18	347.33
1367	mvitv2_huge_cls	224	171.54	2238.569	384	694.8	120.67	243.63
1368	convformer_b36	384	169.76	1508.019	256	99.88	66.67	164.75
1369	convnextv2_huge	288	165.43	773.711	128	660.29	190.1	130.7
1370	vit_so400m_patch14_siglip_gap_384	384	154.69	3309.867	512	412.99	333.46	451.19
1371	vitamin_large_384	384	154.64	1241.528	192	333.71	234.44	440.16
1372	vitamin_large2_384	384	154.6	1241.879	192	333.97	234.44	440.16
1373	vit_so400m_patch14_siglip_384	384	153.85	3327.91	512	428.23	335.4	452.89
1374	focalnet_large_fl3	384	153.05	1672.622	256	239.13	105.06	168.04
1375	swinv2_cr_large_384	384	151.56	844.525	128	196.68	108.96	404.96
1376	resnet50x64_clip_gap	448	151.54	1689.315	256	365.03	253.96	233.22
1377	davit_base_fl	768	150.78	848.881	128	90.37	190.32	530.15
1378	vit_huge_patch14_clip_336	336	150.49	3402.128	512	632.46	390.97	407.54
1379	resnetv2_101x3_bit	448	148.24	1295.156	192	387.93	280.33	194.78
1380	resnet50x64_clip	448	147.7	1733.217	256	420.38	265.02	239.13
1381	focalnet_large_fl4	384	145.84	1755.371	256	239.32	105.2	181.78
1382	nfnet_f5	416	144.21	3550.232	512	377.21	170.71	204.56
1383	cait_s36_384	384	143.55	3566.739	512	68.37	47.99	367.4
1384	beit_large_patch16_512	512	142.33	3597.213	512	305.67	362.24	656.39
1385	volo_d4_448	448	141.31	2717.358	384	193.41	197.13	527.35
1386	xcit_small_24_p8_384	384	138.77	2767.038	384	47.63	105.24	265.91
1387	maxvit_base_tf_512	512	136.61	702.73	96	119.88	138.02	703.99
1388	vit_gigantic_patch14_clip_224	224	131.25	3900.97	512	1844.91	483.96	275.37
1389	vit_gigantic_patch14_224	224	131.1	3905.342	512	1844.44	483.95	275.37
1390	efficientnet_b8	672	130.9	733.374	96	87.41	63.48	442.89
1391	sam2_hiera_base_plus	896	129.71	493.389	64	68.68	227.48	828.88
1392	vitamin_xlarge_384	384	129.66	987.169	128	436.06	306.38	493.46
1393	dm_nfnet_f5	416	123.97	4129.905	512	377.21	170.71	204.56
1394	tf_efficientnet_b8	672	123.56	776.89	96	87.41	63.48	442.89
1395	swinv2_base_window12to24_192to384	384	116.6	548.838	64	87.92	55.25	280.36
1396	nfnet_f4	512	116.51	3295.94	384	316.07	216.26	262.26
1397	vit_huge_patch14_clip_378	378	115.85	4419.399	512	632.68	503.79	572.79
1398	regnety_1280	384	113.91	1123.629	128	644.81	374.99	210.2
1399	nfnet_f6	448	108.83	4704.573	512	438.36	229.7	273.62
1400	vit_large_patch14_reg4_dinov2	518	108.71	3532.214	384	304.37	508.9	1064.02
1401	focalnet_xlarge_fl3	384	108.53	1769.039	192	408.79	185.61	223.99
1402	vit_large_patch14_dinov2	518	108.27	3546.558	384	304.37	507.15	1058.82
1403	vit_so400m_patch14_siglip_gap_448	448	107.18	3582.703	384	413.33	487.18	764.26
1404	focalnet_xlarge_fl4	384	103.7	1851.388	192	409.03	185.79	242.31
1405	vit_huge_patch14_clip_quickgelu_378	378	103.32	3716.757	384	632.68	503.79	572.79
1406	maxvit_xlarge_tf_384	384	102.58	935.85	96	475.32	292.78	668.76
1407	eva02_large_patch14_448	448	102.5	4995.169	512	305.08	362.33	689.95
1408	eva_giant_patch14_336	336	100.67	5085.918	512	1013.01	620.64	550.67
1409	dm_nfnet_f4	512	98.99	3879.344	384	316.07	216.26	262.26
1410	vit_huge_patch16_gap_448	448	98.47	3899.461	384	631.67	544.7	636.83
1411	xcit_medium_24_p8_384	384	95.83	2671.483	256	84.32	186.67	354.73
1412	maxvit_large_tf_512	512	95.8	668.018	64	212.33	244.75	942.15
1413	volo_d5_448	448	94.17	2718.505	256	295.91	315.06	737.92
1414	dm_nfnet_f6	448	93.55	4104.519	384	438.36	229.7	273.62
1415	convnextv2_huge	384	93.18	1030.237	96	660.29	337.96	232.35
1416	swinv2_cr_giant_224	224	86.22	1484.541	128	2598.76	483.85	309.15
1417	nfnet_f5	544	84.48	3030.209	256	377.21	290.97	349.71
1418	nfnet_f7	480	82.66	4645.539	384	499.5	300.08	355.86
1419	tf_efficientnet_l2	475	82.5	1163.656	96	480.31	172.11	609.89
1420	swinv2_large_window12to24_192to384	384	74.51	644.202	48	196.74	116.15	407.83
1421	dm_nfnet_f5	544	72.96	3508.675	256	377.21	290.97	349.71
1422	volo_d5_512	512	72.05	3553.134	256	296.09	425.09	1105.37
1423	swinv2_cr_huge_384	384	71.81	891.159	64	657.94	352.04	583.18
1424	nfnet_f6	576	66.27	3862.681	256	438.36	378.69	452.2
1425	regnety_2560	384	62.8	1528.693	96	1282.6	747.83	296.49
1426	cait_m36_384	384	62.36	4105.492	256	271.22	173.11	734.81
1427	davit_huge_fl	768	58.91	1086.419	64	360.64	744.84	1060.3
1428	xcit_large_24_p8_384	384	58.6	3276.243	192	188.93	415.0	531.82
1429	maxvit_xlarge_tf_512	512	57.35	836.875	48	475.77	534.14	1413.22
1430	dm_nfnet_f6	576	56.67	4517.07	256	438.36	378.69	452.2
1431	resnetv2_152x4_bit	480	56.51	2265.038	128	936.53	844.84	414.26
1432	convnextv2_huge	512	52.45	915.15	48	660.29	600.81	413.07
1433	nfnet_f7	608	52.01	4921.813	256	499.5	480.39	570.85
1434	sam2_hiera_large	1024	42.98	1116.814	48	212.15	907.48	2190.34
1435	eva_giant_patch14_560	560	33.62	3807.521	128	1014.45	1906.76	2577.17
1436	vit_giant_patch14_dinov2	518	33.11	3866.111	128	1136.48	1784.2	2757.89
1437	vit_giant_patch14_reg4_dinov2	518	32.88	3893.06	128	1136.48	1790.08	2771.21
1438	samvit_base_patch16	1024	31.14	385.374	12	89.67	486.43	1343.27
1439	efficientnet_l2	800	30.89	1035.976	32	480.31	479.12	1707.39
1440	tf_efficientnet_l2	800	30.04	1065.17	32	480.31	479.12	1707.39
1441	cait_m48_448	448	27.15	4715.382	128	356.46	329.41	1708.23
1442	swinv2_cr_giant_384	384	23.32	1372.464	32	2598.76	1450.71	1394.86
1443	vit_so400m_patch14_siglip_gap_896	896	19.9	4824.742	96	416.87	2731.49	8492.88
1444	samvit_large_patch16	1024	14.97	534.402	8	308.28	1493.86	2553.78
1445	samvit_huge_patch16	1024	9.99	600.87	6	637.03	2982.23	3428.16