Face Restoration

Benchmarks

Dataset Name	SOTA Method	Metric
VggFace2 (test)	GFRNet(Full)	PSNR28.55	56	4d ago
WebFace (test)	GFRNet(Full)	PSNR32.31	55	4d ago
CelebA synthetic (test)	OSDFace	LPIPS0.336	16	4d ago
LFW		FID19.28	11	4d ago
CelebA (test)	VQFR	NRQM8.657	11	4d ago
WIDER (test)	VQFR	NRQM8.792	10	4d ago
WebPhoto (test)	VQFR	NRQM8.457	10	4d ago
LFW (test)	RestoreFormer	NRQM8.572	10	4d ago
AIGC54	CreativeVR	Geometry & Silhouette8.04	9	4d ago
CelebChild (test)	RestoreFormer	FID102.8651	9	4d ago
Celeb-Ref (real portion)	Base Model	MUSIQ Score60.27	9	4d ago
CelebA light synthetic degradation (test)	Base Model	PSNR27.72	9	4d ago
WebPhoto real-world (test)	PULSE	FID86.45	9	4d ago
CelebChild real-world (test)	PULSE	FID102.74	9	4d ago
LFW real-world (test)	GFP-GAN	FID49.96	9	4d ago
RealDeg	FoundIR-v2	MUSIQ64.03	8	4d ago
WebPhoto 43 (test)	Nano-OSDFace	MUSIQ74.96	7	4d ago
LFW 14 (test)	DiffBIR	MUSIQ0.7642	7	4d ago
Wider 61 (test)	DiffBIR	MUSIQ75.32	7	4d ago
WIDER heavy (test)	Base Model	FID34.72	7	4d ago
WebPhoto medium (test)	CodeFormer	FID74.37	7	4d ago
LFW mild (test)	Light degradation	FID44.02	7	4d ago
CelebA Ref (test)	ReF-LDM	IDS0.779	6	4d ago
FFHQ-Ref Moderate (test)	ReF-LDM	IDS0.84	6	4d ago
FFHQ-Ref Severe (test)	ReF-LDM	IDS0.676	6	4d ago

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