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ResearchFormerly WizWand

Grayscale Image Denoising on BSD68 Gaussian noise sigma=50 synthetic (test)

27.23PSNRSwinIA
25.72226.113526.50526.8965May 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SwinIASupervision=Self-supervised (true BSN), train passes=1, test passes=12023.0527.230.743
Noise2SameSupervision=Self-supervised, train passes=2, test passes=12023.0526.750.714
SwinIRSupervision=Supervised, train passes=1, test passes=12023.0526.58—
Noise2SelfSupervision=Self-supervised, train passes=1, test passes=12023.0526.190.664
Blind2UnblindSupervision=Self-supervised, train passes=17, test passes=12023.0526.090.715
Noise2CleanSupervision=Supervised, train passes=1, test passes=12023.0526.080.715
R2RSupervision=Self-supervised, train passes=1, test passes=502023.0526.020.705
Laine19Supervision=Self-supervised (true BSN), train passes=4, test passes=42023.0525.780.698