Face Restoration

Benchmarks

Dataset Name	SOTA Method	Metric
VggFace2 (test)	GFRNet(Full)	PSNR28.55	56	3mo ago
WebFace (test)	GFRNet(Full)	PSNR32.31	55	3mo ago
CelebA (test)		LPIPS0	32	19d ago
CelebA synthetic (test)	OSEDiff	LPIPS0.3306	26	1mo ago
FFHQ-Ref Severe	IConFace	Ref-ArcFace0.701	11	29d ago
LFW		FID19.28	11	3mo ago
Face Restoration 512x512 resolution	OSDFace	Latency (s)0.1	10	19d ago
WIDER (test)	VQFR	NRQM8.792	10	3mo ago
WebPhoto (test)	VQFR	NRQM8.457	10	3mo ago
LFW (test)	RestoreFormer	NRQM8.572	10	3mo ago
Real-world face restoration	TimeWeaver	NIQE3.84	9	2mo ago
Cross-age synthetic (test)	CodeFormer	PSNR26.44	9	2mo ago
Same-age synthetic (test)	FaceMe	PSNR26.41	9	2mo ago
InScene Real (val)	Face2Scene	ID Score0.4881	9	2mo ago
InScene Synthetic (val)	Face2Scene	ID Score0.4867	9	2mo ago
AIGC54	CreativeVR	Geometry & Silhouette8.04	9	3mo ago
CelebChild (test)	RestoreFormer	FID102.8651	9	3mo ago
Celeb-Ref (real portion)	Base Model	MUSIQ Score60.27	9	3mo ago
CelebA light synthetic degradation (test)	Base Model	PSNR27.72	9	3mo ago
WebPhoto real-world (test)	PULSE	FID86.45	9	3mo ago
CelebChild real-world (test)	PULSE	FID102.74	9	3mo ago
LFW real-world (test)	GFP-GAN	FID49.96	9	3mo ago
Real-world 1.0 (test)	RestorerID	MUSIQ Score74.25	8	2mo ago
RealDeg	FoundIR-v2	MUSIQ64.03	8	3mo ago
Cross-age Face Restoration Evaluation Set (inference)	DR2	Inference Time (s)1.23	7	2mo ago

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