Image Denoising on BSD300 Poisson λ=30 (test)
31.09PSNRDCD-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 31.09 | 0.866 | |
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 30.36 | 0.868 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 30.35 | 0.868 | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 30.25 | 0.866 | |
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 30.25 | — | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 30.25 | 0.862 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 30.1 | 0.863 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 29.61 | 0.847 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 29.47 | 0.811 | |
| AnscombeSupervision=Traditional2023.05 | 29.18 | 0.842 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 28.93 | 0.84 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 28.46 | 0.798 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 28.25 | 0.794 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 28.19 | 0.79 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 26.69 | 0.714 |