Image Denoising on Set14 Poisson λ=30 (test)
31.09PSNRDCD-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 31.09 | 0.855 | |
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 30.57 | 0.858 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 30.56 | 0.857 | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 30.47 | 0.855 | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 30.46 | 0.852 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 30.29 | 0.853 | |
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 30.14 | — | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 29.98 | 0.847 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 29.53 | 0.801 | |
| AnscombeSupervision=Traditional2023.05 | 29.44 | 0.837 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 29.35 | 0.82 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 29.16 | 0.814 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 28.84 | 0.839 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 27.73 | 0.774 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 26.78 | 0.735 |