Unconditional Generation

Benchmarks

Dataset Name	SOTA Method	Metric
CIFAR-10 (test)	SID	FID1.92	102	3d ago
OpenWebText (OWT) L=1024 (held-out)		MAUVE1	45	3d ago
AFHQ 64 x 64 v2	SDM	FID1.97	16	3d ago
FFHQ 64 x 64	Heun	FID2.41	16	3d ago
OpenWebText L=2048 (test)	AR	Gen. PPL13.2	12	3d ago
OpenWebText L=1024 (test)	AR	Generation Perplexity14.1	12	3d ago
LSUN Church 256x256 (test)		FID4.06	11	3d ago
CIFAR-10 32x32 (test)	TALORA	FID4.23	10	3d ago
ImageNet 1K (val)	GOLDDIFF	MSE0.027	6	3d ago
Porcelain	Ours	FID56.46	6	3d ago
Animal	Ours	FID18.82	6	3d ago
Geom-Drug (test)	TCS	AS89.6	6	3d ago
ImageNet 256	EMAG	FID29.85	5	3d ago
COCO 2014 (val)	EMAG	FID74.98	5	3d ago
QM9 implicit hydrogens (test)	EDM	Validity100	5	3d ago
COCO	SeqGAN	BLEU-199.76	5	3d ago
Indoor Scenes Dining	InstructScene	FID138.32	4	3d ago
Indoor Scenes Living	InstructScene	FID117.59	4	3d ago
Indoor Scenes (Bed)	ATISS	FID124.81	4	3d ago
DeepCAD	BrepARG	COV75.45	4	3d ago
RealEstate10K unconditional 256x256	SCD-BD	LPIPS0.135	4	3d ago
GEOM-Drugs explicit hydrogens (test)	MiDi	Mol Stable91.6	4	3d ago
CO3D Apple v2 (test)	ViewDiff	FID56.85	3	3d ago
CO3D Donut v2 (test)	ViewDiff	FID68.86	3	3d ago
CO3D Hydrant v2 (test)	ViewDiff	FID46.45	3	3d ago

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