Face Restoration

Benchmarks

Dataset Name	SOTA Method	Metric
VggFace2 (test)	GFRNet(Full)	PSNR28.55	56	1mo ago
WebFace (test)	GFRNet(Full)	PSNR32.31	55	1mo ago
CelebA synthetic (test)	OSEDiff	LPIPS0.3306	26	5d ago
CelebA (test)		LPIPS0	22	9d ago
LFW		FID19.28	11	1mo ago
WIDER (test)	VQFR	NRQM8.792	10	1mo ago
WebPhoto (test)	VQFR	NRQM8.457	10	1mo ago
LFW (test)	RestoreFormer	NRQM8.572	10	1mo ago
Real-world face restoration	TimeWeaver	NIQE3.84	9	24d ago
Cross-age synthetic (test)	CodeFormer	PSNR26.44	9	24d ago
Same-age synthetic (test)	FaceMe	PSNR26.41	9	24d ago
InScene Real (val)	Face2Scene	ID Score0.4881	9	1mo ago
InScene Synthetic (val)	Face2Scene	ID Score0.4867	9	1mo ago
AIGC54	CreativeVR	Geometry & Silhouette8.04	9	1mo ago
CelebChild (test)	RestoreFormer	FID102.8651	9	1mo ago
Celeb-Ref (real portion)	Base Model	MUSIQ Score60.27	9	1mo ago
CelebA light synthetic degradation (test)	Base Model	PSNR27.72	9	1mo ago
WebPhoto real-world (test)	PULSE	FID86.45	9	1mo ago
CelebChild real-world (test)	PULSE	FID102.74	9	1mo ago
LFW real-world (test)	GFP-GAN	FID49.96	9	1mo ago
Real-world 1.0 (test)	RestorerID	MUSIQ Score74.25	8	1mo ago
RealDeg	FoundIR-v2	MUSIQ64.03	8	1mo ago
Cross-age Face Restoration Evaluation Set (inference)	DR2	Inference Time (s)1.23	7	1mo ago
WebPhoto 43 (test)	Nano-OSDFace	MUSIQ74.96	7	1mo ago
LFW 14 (test)	DiffBIR	MUSIQ0.7642	7	1mo ago

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