Grayscale Image Denoising on Set12 Gaussian noise sigma=15 synthetic (test)
33.36PSNRSwinIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwinIRSupervision=Supervised, train passes=1, test passes=12023.05 | 33.36 | — | |
| Noise2CleanSupervision=Supervised, train passes=1, test passes=12023.05 | 32.6 | 0.899 | |
| R2RSupervision=Self-supervised, train passes=1, test passes=502023.05 | 32.54 | 0.897 | |
| Blind2UnblindSupervision=Self-supervised, train passes=17, test passes=12023.05 | 32.46 | 0.897 | |
| SwinIASupervision=Self-supervised (true BSN), train passes=1, test passes=12023.05 | 31.04 | 0.882 | |
| Noise2SameSupervision=Self-supervised, train passes=2, test passes=12023.05 | 30.02 | 0.849 | |
| Noise2SelfSupervision=Self-supervised, train passes=1, test passes=12023.05 | 29.88 | 0.84 |