Image Generation

Benchmarks

Dataset Name	SOTA Method	Metric
ImageNet 256x256	ProMoE-XL-Flow	IS478.6	606	22d ago
CIFAR-10 (test)	cDR-RS	FID0.282	536	2mo ago
ImageNet 256x256 (val)	VQGAN-f-4	FID0.58	461	22d ago
ImageNet (val)		Inception Score329.41	293	1mo ago
ImageNet 256x256 (train)	RAE+DiTDH-XL/2	FID1.13	247	1mo ago
ImageNet 512x512 (val)	SiD2A	FID-50K1.366	219	4mo ago
CIFAR-10	EDM (Teacher)	FID1.84	218	1mo ago
CelebA 64 x 64 (test)	NVAE-Recon	FID1.03	208	3mo ago
CIFAR10 32x32 (test)	Diffusion StyleGAN2	FID1.1	186	2mo ago
CIFAR-10	Omni-GAN	Inception Score10.37	178	4mo ago
ImageNet 256 10k samples	UniPC-B2(h)	FID7.23	165	4mo ago
CIFAR-10 32x32	Eq (22)	FID1.96	151	3mo ago
ImageNet 64x64 resolution (test)	EDM RES101 GUIDED	FID1.33	150	4mo ago
ImageNet-1K 256x256 (val)		Inception Score478.35	144	2mo ago
GenEval	OmniGen2	Overall GenEval Score95	132	22d ago
ImageNet 64x64	Eq (22)	FID1.42	130	1mo ago
ImageNet-64	EDM-SDE	FID1.55	127	22d ago
ImageNet 256x256 (test)	SiT-XL/2 + REG	FID1.36	125	29d ago
LSUN church	HP GAN	FID1.44	117	4mo ago
CelebA	F-PNDM	FID2.71	110	4mo ago
CelebA-HQ	CSDI-GAN	FID4.3	108	1mo ago
ImageNet 1K (val)	RecTok	FID1.34	106	2mo ago
ImageNet	MaskBit	FID1.52	106	23d ago
LSUN Bedroom	HP-GAN	FID1.19	105	4mo ago
FFHQ 64x64 (test)	IPFM	FID1.7	104	1mo ago

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