Unconditional Image Generation

Benchmarks

Dataset Name	SOTA Method	Metric
CIFAR-10 (test)	GDD-I	FID1.54	216	3d ago
CIFAR-10	CAF + GAN	FID1.48	171	3d ago
CIFAR-10 unconditional	DDO	FID1.38	159	3d ago
LSUN Bedrooms unconditional	SeQ-GAN + AR	FID1.44	96	3d ago
CelebA unconditional 64 x 64	Diffusion StyleGAN2+CS	FID1.21	95	3d ago
CIFAR-10 32x32 (test)	CAF + GAN	FID1.48	94	3d ago
FFHQ 256x256	PDM+CS	FID2.57	64	3d ago
CIFAR-10 32 x 32	SDM	FID1.93	47	3d ago
FFHQ 64x64 (val)	EPD-Plugin	FID3.53	44	3d ago
CIFAR-10 32x32 unconditional (test)	CTM	FID1.87	33	3d ago
CIFAR10		BPD2.56	33	3d ago
ImageNet 32	IAF	BPD3.11	31	3d ago
CelebA-HQ 256x256	Ours	Fréchet Distance (FD)3.53	27	3d ago
FFHQ 256x256 (test)	StyleGAN2	FID3.8	25	3d ago
ImageNet 64		BPD3.42	22	3d ago
ImageNet 256x256 (train)	RCG (MAGE-L)	FID2.15	21	3d ago
LSUN Bedroom 256x256	StyleGAN2	FID2.35	21	3d ago
LSUN Church	APQ-DM	Inception Score (IS)2.84	18	3d ago
LSUN Churches 256 x 256 (test)	CacheQuant	FID3.52	18	3d ago
CIFAR-10 unconditional 32x32	EDM	FID1.98	17	3d ago
LSUN Church (test)	StyleGAN2	FID3.86	17	3d ago
CelebA-HQ 256 x 256	TFMQ-DM	FID8.68	17	3d ago
LSUN-Bedroom (test)	StyleGAN2	FID2.35	14	3d ago
ImageNet-1k 256x256 (val)	DMF-XL/2+	FID1.51	14	3d ago
LSUN Church 256x256	LPDM-ADM	FID2.66	14	3d ago

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