ImageNet 512×512 imagenet-512-512 Leaderboard

#	Model	FID	Paper
1	RAE + DiT-XL/2	1.13	link
2	SiD2, Flop Heavy	1.48	link
3	EDM2-XXL (Karras et al., 2024)	1.73	link
4	MAR (Li et al., 2024 )	1.73	link
5	JiT-G/32	1.78	link
6	EDM2-XL (Karras et al., 2024)	1.80	link
7	EDM2-L (Karras et al., 2024)	1.87	link
8	MAGVIT-v2 (Yu et al., 2023 )	1.91	link
9	EDM2-M (Karras et al., 2024)	2.00	link
10	SiT-XL/2 + REPA	2.08	link
11	sCD-XXL	2.28	link
12	EDM2-S (Karras et al., 2024)	2.29	link
13	sCD-XL	2.40	link
14	StyleGAN-XL	2.41	link
15	pMF-H/32	2.48	link
16	MaskDiT (Zheng et al., 2023a )	2.50	link
17	Large-DiT (Alpha-VLLM, 2024 )	2.52	link
18	sCD-L	2.55	link
19	SiT-XL/2	2.62	link
20	SiT-XL (Ma et al., 2024 )	2.62	link
21	VAR-d 36-s (Tian et al., 2024a )	2.63	link
22	VDM++	2.65	link
23	DiffiT (Hatamizadeh et al., 2023 )	2.67	link
24	pMF-L/32	2.75	link
25	sCD-M	2.75	link
26	DiS-H/2 (Fei et al., 2024a )	2.88	link
27	DiMR-XL/3R (Liu et al., 2024 )	2.89	link
28	DRWKV-H/2 (Fei et al., 2024b )	2.95	link
29	SiD, UViT	3.02	link
30	SimDiff (Hoogeboom et al., 2023 )	3.02	link
31	DiT-XL/2	3.04	link
32	sCD-S	3.07	link
33	MeanFlow-RAE	3.23	link
34	DIFFUSSM-XL (Yan et al., 2024 )	3.41	link
35	pMF-B/32	3.70	link
36	DiM-H (Teng et al., 2024 )	3.78	link
37	RIN (Jabri et al., 2022 )	3.95	link
38	U-ViT-H/4 (Bao et al., 2023 )	4.05	link
39	sCT-XXL	4.29	link
40	sCT-XL (ours)	4.33	link
41	sCT-L (ours)	5.15	link
42	sCT-M (ours)	5.84	link
43	MaskGIT (Chang et al., 2022 )	7.32	link
44	BigGAN-deep	7.50	link
45	ADM-G	7.72	link
46	BigGAN (Brock, 2018 )	8.43	link
47	sCT-S (ours)	10.13	link
48	U-DiT (Tian et al., 2024b )	15.39	link
49	VQGAN (Esser et al., 2021 )	26.52	link

ImageNet 512×512 imagenet-512-512 Leaderboard