Image Denoising on Kodak Poisson λ=30 (test)
32.35PSNRDCD-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 32.35 | 0.872 | |
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.78 | 0.876 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.77 | 0.876 | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 31.67 | 0.874 | |
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 31.67 | — | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 31.64 | 0.871 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 31.44 | 0.87 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 31.01 | 0.857 | |
| AnscombeSupervision=Traditional2023.05 | 30.53 | 0.856 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 30.5 | 0.801 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 30.31 | 0.857 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 30.19 | 0.833 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 30.07 | 0.827 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 28.9 | 0.788 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 27.73 | 0.747 |