Poisson Denoising on KODAK
33.91PSNRNoise2Noise
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.91 | — | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.91 | — | |
| Supervised LearningNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 33.87 | — | |
| Noise2NoiseNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 33.85 | — | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.41 | — | |
| AnscombeNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.13 | — | |
| PURENoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 33.01 | — | |
| Noise2VoidNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 32.98 | — | |
| Noise2ScoreNoise Level (zeta)=0.01, Parameter Knowledge=Unknown2021.06 | 32.96 | — | |
| Noise2SelfNoise Level (zeta)=0.01, Parameter Knowledge=Known2021.06 | 32.24 | — | |
| N2CNoise Level=λ = 30, Supervision=Full2021.01 | 31.78 | 0.876 | |
| N2NNoise Level=λ = 30, Supervision=Blind2021.01 | 31.77 | 0.876 | |
| Laine19-pmeNoise Level=λ = 30, Post-processing=Posterior Mean Estimation2021.01 | 31.67 | 0.874 | |
| Neighbor2NeighborNoise Level=λ = 302021.01 | 31.44 | 0.87 | |
| N2CNoise Level=λε [5, 50], Supervision=Full2021.01 | 31.19 | 0.861 | |
| N2NNoise Level=λε [5, 50], Supervision=Blind2021.01 | 31.18 | 0.861 | |
| Laine19-pmeNoise Level=λε [5, 50], Post-processing=Posterior Mean Estimation2021.01 | 30.88 | 0.85 | |
| Neighbor2NeighborNoise Level=λε [5, 50]2021.01 | 30.86 | 0.855 | |
| AnscombeNoise Level=λ = 302021.01 | 30.53 | 0.856 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 30.4 | — | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 30.33 | — | |
| Self2SelfNoise Level=λ = 302021.01 | 30.31 | 0.857 | |
| Supervised LearningNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 30.25 | — | |
| Laine19-muNoise Level=λ = 30, Post-processing=None2021.01 | 30.19 | 0.833 | |
| Noise2NoiseNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 30.13 | — | |
| DBSNNoise Level=λ = 302021.01 | 30.07 | 0.827 | |
| Laine19-muNoise Level=λε [5, 50], Post-processing=None2021.01 | 29.76 | 0.82 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.71 | — | |
| DBSNNoise Level=λε [5, 50]2021.01 | 29.6 | 0.811 | |
| Noise2VoidNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.56 | — | |
| Noise2SelfNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.52 | — | |
| AnscombeNoise Level=λε [5, 50]2021.01 | 29.4 | 0.836 | |
| AnscombeNoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 29.31 | — | |
| Self2SelfNoise Level=λε [5, 50]2021.01 | 29.06 | 0.834 | |
| Noise2ScoreNoise Level (zeta)=0.05, Parameter Knowledge=Unknown2021.06 | 28.98 | — | |
| N2VNoise Level=λ = 302021.01 | 28.9 | 0.788 | |
| N2VNoise Level=λε [5, 50]2021.01 | 28.78 | 0.758 | |
| DIPNoise Level=λ = 302021.01 | 27.01 | 0.716 | |
| DIPNoise Level=λε [5, 50]2021.01 | 26.56 | 0.71 | |
| PURENoise Level (zeta)=0.05, Parameter Knowledge=Known2021.06 | 26.38 | — |