Image Denoising on BSD300 Gaussian Noise (sigma 5-50, test)
31.18PSNRHonzatko-pme
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 31.18 | — | |
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 31.09 | 86.6 | |
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.07 | 86.6 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.07 | 86.6 | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 30.95 | 86.1 | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 30.86 | 86.1 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 30.73 | 86.1 | |
| CBM3DSupervision=Traditional2023.05 | 30.56 | 84.7 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 30.56 | 85.5 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 30 | 84.7 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 29.87 | 84.1 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 29.49 | 82.3 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 29.31 | 80.1 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 28.43 | 79.4 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 28.34 | 78.8 |