Image Denoising on SIDD raw-RGB (val)
51.55PSNRPrompt-SID
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Prompt-SIDSpace=raw-RGB2025.02 | 51.55 | 99.2 | |
| Neighbor2NeighborNetwork=RRGs2021.01 | 51.39 | 99.1 | |
| Blind2UnblindNetwork=U-Net2022.03 | 51.36 | 99.2 | |
| B2USpace=raw-RGB2025.02 | 51.36 | 99.2 | |
| Baseline, N2NNetwork=U-Net2021.01 | 51.21 | 99.1 | |
| Baseline, N2NNetwork=U-Net2022.03 | 51.21 | 99.1 | |
| Baseline, N2CNetwork=U-Net2021.01 | 51.19 | 99.1 | |
| Baseline, N2CNetwork=U-Net2022.03 | 51.19 | 99.1 | |
| Baseline,N2CSpace=raw-RGB2025.02 | 51.19 | 99.1 | |
| DTSpace=raw-RGB2025.02 | 51.16 | 99.1 | |
| Neighbor2NeighborNetwork=U-Net2021.01 | 51.06 | 99.1 | |
| NBR2NBRNetwork=U-Net2022.03 | 51.06 | 99.1 | |
| NBR2NBRSpace=raw-RGB2025.02 | 51.06 | 99.1 | |
| Laine19-mu (Poisson)Network=U-Net2021.01 | 50.89 | 99 | |
| Laine19-mu (Poisson)Network=U-Net2022.03 | 50.89 | 99 | |
| CycleISP (synthetic)Network=RRGs2021.01 | 50.45 | — | |
| Laine19-mu (Gaussian)Network=U-Net2021.01 | 50.44 | 99 | |
| Laine19-mu (Gaussian)Network=U-Net2022.03 | 50.44 | 99 | |
| DBSNNetwork=DBSN2021.01 | 50.13 | 98.8 | |
| DBSNNetwork=DBSN2022.03 | 50.13 | 98.8 | |
| Laine19-pme (Poisson)Network=U-Net2021.01 | 48.98 | 98.5 | |
| Laine19-pme (Poisson)Network=U-Net2022.03 | 48.98 | 98.5 | |
| BM3D2021.01 | 48.92 | 98.6 | |
| BM3D2022.03 | 48.92 | 98.6 | |
| CBM3DSpace=raw-RGB2025.02 | 48.92 | 98.6 | |
| ZS-N2NSpace=raw-RGB2025.02 | 48.75 | 98.5 | |
| N2VNetwork=U-Net2021.01 | 48.55 | 98.4 | |
| N2VNetwork=U-Net2022.03 | 48.55 | 98.4 | |
| N2VSpace=raw-RGB2025.02 | 48.55 | 98.4 | |
| R2RNetwork=U-Net2022.03 | 47.2 | 98 | |
| Laine19-pme (Gaussian)Network=U-Net2021.01 | 42.87 | 93.9 | |
| Laine19-pme (Gaussian)Network=U-Net2022.03 | 42.87 | 93.9 |