Face Restoration

Benchmarks

Dataset Name	SOTA Method	Metric
VggFace2 (test)	GFRNet(Full)	PSNR28.55	56	4mo ago
WebFace (test)	GFRNet(Full)	PSNR32.31	55	4mo ago
CelebA (test)		LPIPS0	32	2mo ago
CelebA synthetic (test)	OSEDiff	LPIPS0.3306	26	3mo ago
FFHQ-Ref Severe	IConFace	Ref-ArcFace0.701	11	2mo ago
LFW		FID19.28	11	4mo ago
Face Restoration 512x512 resolution	OSDFace	Latency (s)0.1	10	2mo ago
WIDER (test)	VQFR	NRQM8.792	10	4mo ago
WebPhoto (test)	VQFR	NRQM8.457	10	4mo ago
LFW (test)	RestoreFormer	NRQM8.572	10	4mo ago
Real-world face restoration	TimeWeaver	NIQE3.84	9	4mo ago
Cross-age synthetic (test)	CodeFormer	PSNR26.44	9	4mo ago
Same-age synthetic (test)	FaceMe	PSNR26.41	9	4mo ago
InScene Real (val)	Face2Scene	ID Score0.4881	9	4mo ago
InScene Synthetic (val)	Face2Scene	ID Score0.4867	9	4mo ago
AIGC54	CreativeVR	Geometry & Silhouette8.04	9	4mo ago
CelebChild (test)	RestoreFormer	FID102.8651	9	4mo ago
Celeb-Ref (real portion)	Base Model	MUSIQ Score60.27	9	4mo ago
CelebA light synthetic degradation (test)	Base Model	PSNR27.72	9	4mo ago
WebPhoto real-world (test)	PULSE	FID86.45	9	4mo ago
CelebChild real-world (test)	PULSE	FID102.74	9	4mo ago
LFW real-world (test)	GFP-GAN	FID49.96	9	4mo ago
Real-world 1.0 (test)	RestorerID	MUSIQ Score74.25	8	4mo ago
RealDeg	FoundIR-v2	MUSIQ64.03	8	4mo ago
Cross-age Face Restoration Evaluation Set (inference)	DR2	Inference Time (s)1.23	7	4mo ago

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