Image Denoising on Set14 Gaussian σ∈[5, 50] (test)
31.41PSNRNoise2Clean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.41 | 86.3 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 31.39 | 86.3 | |
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 31.25 | — | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 31.21 | 85.5 | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 31.14 | 85.7 | |
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 31.09 | 85.5 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 31.05 | 85.8 | |
| CBM3DSupervision=Traditional2023.05 | 30.94 | 84.9 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 30.84 | 85 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 30.55 | 84.9 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 29.97 | 84.9 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 29.71 | 82.2 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 29.49 | 81.4 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 29.34 | 81.7 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 29.01 | 79.2 |