SOTA Grayscale Image Denoising benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Urban100	SCUNet	PSNR33.88	97	19d ago
BSD68	SwinFIR	PSNR32	96	19d ago
BDS68 (test)	NLRN	PSNR31.88	35	1mo ago
Urban100 (test)	Restormer-Local	PSNR33.85	34	1mo ago
Urban100 105 (test)	ATD-U	PSNR34.08	31	1mo ago
BSD68 104 (test)	ATD-U	PSNR32.02	31	1mo ago
Set12 8 (test)	ATD-U	PSNR33.49	31	1mo ago
Set12	DnCNN	PSNR32.82	30	19d ago
Set12 (test)	IPT	PSNR (σ=50)29.08	29	1mo ago
Kodak24 (test)	RNAN	PSNR30.04	21	1mo ago
BSD68 Gaussian noise sigma=50 synthetic (test)	SwinIA	PSNR27.23	8	1mo ago
BSD68 Gaussian noise sigma=25 synthetic (test)	SwinIA	PSNR30.01	8	1mo ago
Set12 Gaussian noise sigma=50 synthetic (test)	SwinIR	PSNR27.91	7	1mo ago
Set12 Gaussian noise sigma=25 synthetic (test)	SwinIR	PSNR31.01	7	1mo ago
Set12 Gaussian noise sigma=15 synthetic (test)	SwinIR	PSNR33.36	7	1mo ago
BSD68 Gaussian noise sigma=15 synthetic (test)	SwinIR	PSNR31.97	7	1mo ago
Urban100	TreeIR	PSNR (sigma=15)34.09	6	1mo ago
Set12	TreeIR	PSNR (sigma=15)33.49	6	1mo ago
BSD68	DnNeXt-B	PSNR (sigma=15)31.65	5	1mo ago
Set12	DnNeXt-B	PSNR (sigma=15)32.76	5	1mo ago
BSD68 (test)	DnCNN	PSNR31.73	5	1mo ago

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