Image Denoising on BSD300 Poisson λ∈[5, 50] (test)
29.99PSNRDCD-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 29.99 | 0.855 | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 29.92 | 0.852 | |
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 29.79 | 0.848 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 29.78 | 0.848 | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 29.57 | 0.841 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 29.54 | 0.843 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 28.84 | 0.818 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 28.68 | 0.771 | |
| AnscombeSupervision=Traditional2023.05 | 28.22 | 0.815 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 28.15 | 0.817 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 27.92 | 0.766 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 27.89 | 0.778 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 27.81 | 0.771 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 26.36 | 0.7 |