Class-conditional Image Generation

Benchmarks

Dataset Name	SOTA Method	Metric
ImageNet 256x256	VAR	Inception Score (IS)365.4	967	1d ago
ImageNet 256x256 (val)	SiT-XL/2 (REPA)	Inception Score (IS)366	493	6d ago
ImageNet 256x256 (train)	IAR-XXL	IS362	367	5d ago
ImageNet 256x256 (test)	LightningDiT+IG	FID1.07	223	1mo ago
ImageNet 256x256 (train val)	SFD (XL)	FID1.06	203	1d ago
ImageNet	SODA	FID2.21	174	5d ago
ImageNet 64x64	EDM2-S-autog + C2FG	FID1.03	170	23d ago
ImageNet 128x128	Moment Matching Alternating	FID1.49	155	2mo ago
ImageNet 512x512	MAR-L, Diff Loss	FID1.73	126	7d ago
ImageNet (val)	RQ-Transformer	IS323.7	116	15d ago
ImageNet 512x512 (val)	EDM2-XXL + Autoguidance	FID (Val)1.25	102	2d ago
ImageNet 64x64 (test)	EDM2*	FID1.01	91	1mo ago
ImageNet class-conditional 256x256 (test val)	MAR-H	FID1.55	81	3mo ago
ImageNet 1k (val)	GAE	FID1.13	79	16d ago
ImageNet 15 (val)	RAR-XXL(DINOv2)	gFID1.36	75	15d ago
ImageNet 256x256 2012 (val)	AliTok-XL‡	FID1.28	63	26d ago
ImageNet class-conditional 256x256	SFM	Inception Score (IS)337.85	61	8d ago
ImageNet 512x512 (train)	RAE	FID1.13	52	3mo ago
ImageNet-1K 256x256 (test)	RAR-XL	FID1.5	50	3mo ago
ImageNet 512x512 (val test)	EDM2-L + DDO	FID1.21	40	3mo ago
ImageNet-1K 256x256 1.0 (train)	RAE (DiTDH-XL)	gFID1.13	35	3mo ago
ImageNet-1K 512x512 (val)	sCD-XXL	FID1.88	33	3mo ago
ImageNet 1K 512x512 (test)	DDT-XL/2	FID1.28	32	3mo ago
ImageNet-1k (train)	GAE	FID1.13	31	16d ago
ImageNet (train/val)	EDM-2-XXL-512	FID2.87	30	3mo ago

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