Grayscale Image Denoising on Set12 Gaussian noise sigma=25 synthetic (test)
31.01PSNRSwinIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwinIRSupervision=Supervised, train passes=1, test passes=12023.05 | 31.01 | — | |
| Blind2UnblindSupervision=Self-supervised, train passes=17, test passes=12023.05 | 30.09 | 0.854 | |
| Noise2CleanSupervision=Supervised, train passes=1, test passes=12023.05 | 30.07 | 0.852 | |
| R2RSupervision=Self-supervised, train passes=1, test passes=502023.05 | 30.06 | 0.851 | |
| SwinIASupervision=Self-supervised (true BSN), train passes=1, test passes=12023.05 | 29.61 | 0.848 | |
| Noise2SameSupervision=Self-supervised, train passes=2, test passes=12023.05 | 28.54 | 0.814 | |
| Noise2SelfSupervision=Self-supervised, train passes=1, test passes=12023.05 | 28.37 | 0.799 |