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ResearchFormerly WizWand

Grayscale Image Denoising on Set12 Gaussian noise sigma=50 synthetic (test)

27.91PSNRSwinIR
25.46626.100526.73527.3695May 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SwinIRSupervision=Supervised, train passes=1, test passes=12023.0527.91—
Blind2UnblindSupervision=Self-supervised, train passes=17, test passes=12023.0526.9177.6
Noise2CleanSupervision=Supervised, train passes=1, test passes=12023.0526.8877.7
SwinIASupervision=Self-supervised (true BSN), train passes=1, test passes=12023.0526.8877.2
R2RSupervision=Self-supervised, train passes=1, test passes=502023.0526.8677.1
Noise2SameSupervision=Self-supervised, train passes=2, test passes=12023.0526.1374.4
Noise2SelfSupervision=Self-supervised, train passes=1, test passes=12023.0525.5669.2