Poisson Image Denoising on BSD68
33.01PSNRNoise2Noise
Evaluation results
| Method | Links | |
|---|---|---|
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.01 | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.01 | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 32.95 | |
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 32.94 | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 32.61 | |
| AnscombeNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 32.4 | |
| PURENoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 32.3 | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 32.23 | |
| Noise2VoidNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 31.85 | |
| DnCNNPeak Intensity=1202025.12 | 31.62 | |
| Reinforced DiffusionPeak Intensity=120, Data Augmentation=true2025.12 | 31.58 | |
| Reinforced DiffusionPeak Intensity=1202025.12 | 31.49 | |
| PixelRLPeak Intensity=1202025.12 | 31.37 | |
| Noise2SelfNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 31.04 | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 30.98 | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 30.93 | |
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 30.91 | |
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 30.89 | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 30.81 | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 30.63 | |
| AnscombeNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 30.51 | |
| PURENoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 30.16 | |
| Noise2SelfNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 29.76 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.27 | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.23 | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 29.07 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 29.07 | |
| BM3DPeak Intensity=1202025.12 | 29.07 | |
| Noise2VoidNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 28.73 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 28.68 | |
| Noise2VoidNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 28.37 | |
| AnscombeNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 28.33 | |
| Noise2SelfNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 28.32 | |
| Reinforced DiffusionPeak Intensity=30, Data Augmentation=true2025.12 | 28.26 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 28.23 | |
| DnCNNPeak Intensity=302025.12 | 28.2 | |
| Reinforced DiffusionPeak Intensity=302025.12 | 28.15 | |
| PixelRLPeak Intensity=302025.12 | 27.95 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 27.25 | |
| PMPeak Intensity=102025.12 | 27.25 | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 27.23 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 27.2 | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 27.19 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 27.12 | |
| AnscombeNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 26.77 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 26.77 | |
| PURENoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 26.68 | |
| Noise2SelfNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 26.54 | |
| Noise2VoidNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 26.12 | |
| DnCNNPeak Intensity=102025.12 | 25.93 | |
| Reinforced DiffusionPeak Intensity=10, Data Augmentation=true2025.12 | 25.91 | |
| Reinforced DiffusionPeak Intensity=102025.12 | 25.84 | |
| PixelRLPeak Intensity=102025.12 | 25.7 | |
| 4th PDEPeak Intensity=102025.12 | 25.39 | |
| BM3DPeak Intensity=302025.12 | 24.84 | |
| PURENoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 24.76 | |
| PMPeak Intensity=302025.12 | 24.7 | |
| 4th PDEPeak Intensity=302025.12 | 22.79 | |
| BM3DPeak Intensity=102025.12 | 22.23 | |
| PMPeak Intensity=1202025.12 | 21.61 | |
| 4th PDEPeak Intensity=1202025.12 | 20.67 |