Image Denoising on BSDS300 (test)
44.56PSNRRTF-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RTF-NetNoise Level=30%2025.02 | 44.56 | — | |
| IDRKernel=g32021.11 | 38.22 | 98.2 | |
| RTF-NetNoise Level=50%2025.02 | 38.03 | — | |
| RTF-NetNoise Level=70%2025.02 | 34.96 | — | |
| IDRKernel=g52021.11 | 33.69 | 97.4 | |
| IDRKernel=g22021.11 | 31.28 | 91 | |
| Prompt-SIDNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 31.19 | 86.6 | |
| Prompt-SIDNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 31.16 | 88 | |
| Baseline,N2CNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 31.07 | 86.6 | |
| Baseline,N2CNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 31.05 | 87.9 | |
| NLSF-CNNNoise Level=30%2025.02 | 30.87 | — | |
| B2UNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 30.87 | 87.2 | |
| B2UNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 30.86 | 86.1 | |
| NBR2NBRNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 30.79 | 87.3 | |
| NBR2NBRNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 30.73 | 86.1 | |
| CBM3DNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 30.56 | 84.7 | |
| CBM3DNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 30.48 | 86.1 | |
| Prompt-SIDNoise Level (lambda)=302025.02 | 30.43 | 86.9 | |
| Baseline,N2CNoise Level (lambda)=302025.02 | 30.36 | 86.8 | |
| B2UNoise Level (lambda)=302025.02 | 30.25 | 86.2 | |
| NBR2NBRNoise Level (lambda)=302025.02 | 30.1 | 86.3 | |
| NLSFNoise Level=30%2025.02 | 30.01 | — | |
| Prompt-SIDNoise Level (lambda)=[5,50]2025.02 | 30.01 | 85.5 | |
| DBANoise Level=30%2025.02 | 29.92 | — | |
| B2UNoise Level (lambda)=[5,50]2025.02 | 29.92 | 85.2 | |
| IDRKernel=g12021.11 | 29.83 | 92.2 | |
| Baseline,N2CNoise Level (lambda)=[5,50]2025.02 | 29.79 | 84.8 | |
| NLSF-MLPNoise Level=30%2025.02 | 29.77 | — | |
| BM3DKernel=g32021.11 | 29.59 | 83.8 | |
| NBR2NBRNoise Level (lambda)=[5,50]2025.02 | 29.54 | 84.3 | |
| N2VNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 29.34 | 82.4 | |
| N2VNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 29.31 | 80.1 | |
| CBM3DNoise Level (lambda)=302025.02 | 29.18 | 84.2 | |
| ZS-N2NNoise Level (sigma)=[5,50], Noise Type=Gaussian2025.02 | 28.96 | 79.7 | |
| ZS-N2NNoise Level (sigma)=25, Noise Type=Gaussian2025.02 | 28.56 | 80.1 | |
| N2VNoise Level (lambda)=302025.02 | 28.46 | 79.8 | |
| CBM3DNoise Level (lambda)=[5,50]2025.02 | 28.22 | 81.5 | |
| ZS-N2NNoise Level (lambda)=302025.02 | 28.07 | 78.7 | |
| N2VNoise Level (lambda)=[5,50]2025.02 | 27.92 | 76.6 | |
| BM3DKernel=g22021.11 | 27.84 | 78.7 | |
| NLSF-CNNNoise Level=50%2025.02 | 27.84 | — | |
| ZS-N2NNoise Level (lambda)=[5,50]2025.02 | 27.68 | 76.5 | |
| IDRKernel=g42021.11 | 27.39 | 79.3 | |
| BM3DKernel=g12021.11 | 26.77 | 84.1 | |
| DBANoise Level=50%2025.02 | 26.32 | — | |
| BM3DKernel=g52021.11 | 26.31 | 87 | |
| NLSFNoise Level=50%2025.02 | 26.25 | — | |
| NLSF-MLPNoise Level=50%2025.02 | 26.19 | — | |
| NLSF-MLPNoise Level=70%2025.02 | 26.19 | — | |
| BM3DKernel=g42021.11 | 26.14 | 72.2 | |
| NASNLMNoise Level=30%2025.02 | 25.74 | — | |
| NLSF-CNNNoise Level=70%2025.02 | 25.35 | — | |
| NASNLMNoise Level=70%2025.02 | 24.65 | — | |
| NASNLMNoise Level=50%2025.02 | 24.5 | — | |
| NLSFNoise Level=70%2025.02 | 22.85 | — | |
| DBANoise Level=70%2025.02 | 22.81 | — | |
| PARIGINoise Level=30%2025.02 | 12.04 | — | |
| PARIGINoise Level=50%2025.02 | 6.01 | — | |
| PARIGINoise Level=70%2025.02 | 5.42 | — |