Image Denoising on Kodak Gaussian σ∈[5, 50] (test)
32.51PSNRNoise2Clean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Noise2CleanSupervision=Supervised, train_passes=1, test_passes=12023.05 | 32.51 | 87.5 | |
| Noise2NoiseSupervision=Supervised, train_passes=1, test_passes=12023.05 | 32.5 | 87.5 | |
| Honzatko-pmeSupervision=Self-supervised, train_passes=1, test_passes=1, assumed_known_noise_model=true2023.05 | 32.46 | — | |
| Laine19-pmeSupervision=Self-supervised, train_passes=4, test_passes=4, assumed_known_noise_model=true2023.05 | 32.4 | 87 | |
| DCD-NetSupervision=Self-supervised, train_passes=3, test_passes=12023.05 | 32.35 | 87.2 | |
| B2UBSupervision=Self-supervised, train_passes=17, test_passes=12023.05 | 32.34 | 87.2 | |
| NBR2NBRSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 32.1 | 87 | |
| CBM3DSupervision=Traditional2023.05 | 32.02 | 86 | |
| SwinIASupervision=Self-supervised (True BSN), train_passes=1, test_passes=1, self_implemented=true2023.05 | 31.54 | 85.9 | |
| R2RSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 31.5 | 85 | |
| Self2SelfSupervision=Self-supervised, train_passes=1, test_passes=502023.05 | 31.37 | 86 | |
| Noise2SameSupervision=Self-supervised, train_passes=2, test_passes=1, self_implemented=true2023.05 | 30.78 | 83.5 | |
| Laine19Supervision=Self-supervised (True BSN), train_passes=4, test_passes=42023.05 | 30.52 | 83.3 | |
| Noise2VoidSupervision=Self-supervised, train_passes=1, test_passes=12023.05 | 30.44 | 80.6 | |
| DBSNSupervision=Self-supervised, train_passes=2, test_passes=12023.05 | 30.38 | 82.6 |