Gaussian Denoising on BSD68
31.81PSNRRIDNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RIDNetsigma=152020.02 | 31.81 | — | |
| RIDNetsigma=152023.05 | 31.81 | 89.3 | |
| BRDNetsigma=152023.05 | 31.79 | 89.3 | |
| DRANetsigma=152023.05 | 31.79 | 89.2 | |
| DudeNetsigma=152023.05 | 31.78 | — | |
| ADNetsigma=152023.05 | 31.74 | 89.2 | |
| DnCNN-Ssigma=152023.05 | 31.72 | 89.1 | |
| AINDNetsigma=152020.02 | 31.69 | — | |
| DSNetBsigma=152023.05 | 31.69 | — | |
| AINDNetsigma=152023.05 | 31.69 | — | |
| FFDNetsigma=152020.02 | 31.63 | — | |
| IRCNNsigma=152023.05 | 31.63 | 88.8 | |
| FFDNetsigma=152023.05 | 31.63 | 89 | |
| DnCNNsigma=152020.02 | 31.61 | — | |
| UNLNetsigma=152020.02 | 31.47 | — | |
| DnCNN-3Noise Level=152016.08 | 31.46 | 88.26 | |
| TNRDsigma=152020.02 | 31.42 | — | |
| TNRDsigma=152023.05 | 31.42 | 88.3 | |
| TNRDNoise Level=152016.08 | 31.42 | 88.26 | |
| BUIFDsigma=152023.05 | 31.35 | 88.6 | |
| BM3DNoise Level=152016.08 | 31.08 | 87.22 | |
| BM3Dsigma=152020.02 | 31.07 | — | |
| BM3Dsigma=152023.05 | 31.07 | 87.2 | |
| DRANetsigma=252023.05 | 29.36 | 83.3 | |
| RIDNetsigma=252020.02 | 29.34 | — | |
| RIDNetsigma=252023.05 | 29.34 | 83.3 | |
| BRDNetsigma=252023.05 | 29.29 | 83.1 | |
| DudeNetsigma=252023.05 | 29.29 | — | |
| AINDNetsigma=252020.02 | 29.26 | — | |
| AINDNetsigma=252023.05 | 29.26 | — | |
| ADNetsigma=252023.05 | 29.25 | 82.9 | |
| DnCNN-Ssigma=252023.05 | 29.23 | 82.8 | |
| DSNetBsigma=252023.05 | 29.22 | — | |
| Supervised LearningNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 29.2 | — | |
| FFDNetsigma=252020.02 | 29.19 | — | |
| FFDNetsigma=252023.05 | 29.19 | 83 | |
| Noise2NoiseNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 29.18 | — | |
| DnCNNsigma=252020.02 | 29.16 | — | |
| IRCNNsigma=252023.05 | 29.15 | 82.5 | |
| Noise2ScoreNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 29.12 | — | |
| DnCNN-3Noise Level=252016.08 | 29.02 | 81.9 | |
| UNLNetsigma=252020.02 | 28.98 | — | |
| Noise2NoiseNoise Level (sigma)=25, Parameter Knowledge=Unknown2021.06 | 28.98 | — | |
| Supervised LearningNoise Level (sigma)=25, Parameter Knowledge=Unknown2021.06 | 28.98 | — | |
| Noise2ScoreNoise Level (sigma)=25, Parameter Knowledge=Unknown2021.06 | 28.95 | — | |
| TNRDsigma=252023.05 | 28.92 | 81.6 | |
| TNRDNoise Level=252016.08 | 28.92 | 81.57 | |
| TNRDsigma=252020.02 | 28.91 | — | |
| SURENoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 28.78 | — | |
| BUIFDsigma=252023.05 | 28.75 | 81.9 | |
| BM3DNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 28.59 | — | |
| BM3Dsigma=252023.05 | 28.57 | 80.2 | |
| BM3DNoise Level=252016.08 | 28.57 | 80.17 | |
| BM3Dsigma=252020.02 | 28.56 | — | |
| Noise2SelfNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 28.28 | — | |
| Noise2VoidNoise Level (sigma)=25, Parameter Knowledge=Known2021.06 | 26.77 | — | |
| DRANetsigma=502023.05 | 26.47 | 73.2 | |
| RIDNetsigma=502020.02 | 26.4 | — | |
| RIDNetsigma=502023.05 | 26.4 | 72.7 | |
| BRDNetsigma=502023.05 | 26.36 | 72.7 | |
| AINDNetsigma=502020.02 | 26.32 | — | |
| AINDNetsigma=502023.05 | 26.32 | — | |
| DudeNetsigma=502023.05 | 26.31 | — | |
| Supervised LearningNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 26.3 | — | |
| FFDNetsigma=502020.02 | 26.29 | — | |
| FFDNetsigma=502023.05 | 26.29 | 72.6 | |
| DSNetBsigma=502023.05 | 26.29 | — | |
| ADNetsigma=502023.05 | 26.29 | 72.2 | |
| Noise2NoiseNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 26.27 | — | |
| DnCNNsigma=502020.02 | 26.23 | — | |
| DnCNN-Ssigma=502023.05 | 26.23 | 71.9 | |
| Noise2ScoreNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 26.21 | — | |
| IRCNNsigma=502023.05 | 26.19 | 71.7 | |
| DnCNN-3Noise Level=502016.08 | 26.1 | 70.76 | |
| UNLNetsigma=502020.02 | 26.04 | — | |
| Supervised LearningNoise Level (sigma)=50, Parameter Knowledge=Unknown2021.06 | 25.98 | — | |
| TNRDsigma=502023.05 | 25.97 | 70.3 | |
| TNRDNoise Level=502016.08 | 25.97 | 70.29 | |
| TNRDsigma=502020.02 | 25.96 | — | |
| Noise2NoiseNoise Level (sigma)=50, Parameter Knowledge=Unknown2021.06 | 25.86 | — | |
| Noise2ScoreNoise Level (sigma)=50, Parameter Knowledge=Unknown2021.06 | 25.81 | — | |
| SURENoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 25.8 | — | |
| BM3Dsigma=502020.02 | 25.62 | — | |
| BM3DNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 25.62 | — | |
| BM3Dsigma=502023.05 | 25.62 | 68.7 | |
| BM3DNoise Level=502016.08 | 25.62 | 68.69 | |
| Noise2SelfNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 25.61 | — | |
| BUIFDsigma=502023.05 | 25.11 | 68.2 | |
| Noise2VoidNoise Level (sigma)=50, Parameter Knowledge=Known2021.06 | 24.34 | — |