Image Denoising on SIDD 1 (test)
52.41PSNRCycleISP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CycleISPSpace=RAW2020.03 | 52.41 | 0.993 | |
| BM3DSpace=RAW2020.03 | 45.52 | 0.98 | |
| WNNMSpace=RAW2020.03 | 44.85 | 0.975 | |
| NLMSpace=RAW2020.03 | 44.06 | 0.971 | |
| DnCNNSpace=RAW2020.03 | 43.3 | 0.965 | |
| KSVDSpace=RAW2020.03 | 43.26 | 0.969 | |
| MLPSpace=RAW2020.03 | 43.17 | 0.965 | |
| FoESpace=RAW2020.03 | 43.13 | 0.969 | |
| TNRDSpace=RAW2020.03 | 42.77 | 0.945 | |
| GLIDESpace=RAW2020.03 | 41.87 | 0.949 | |
| EPLLSpace=RAW2020.03 | 40.73 | 0.935 | |
| ENS-Denoising2026.05 | 40.04 | 0.961 | |
| RestormerAdditional training data=false2021.11 | 40.02 | 0.96 | |
| Restormer2026.05 | 40.02 | 0.96 | |
| HINetscale factor=1x2021.05 | 39.99 | 0.958 | |
| MaIR2026.05 | 39.92 | 0.96 | |
| MambaIR2026.05 | 39.89 | 0.96 | |
| HINetscale factor=0.5x2021.05 | 39.82 | 0.958 | |
| UformerAdditional training data=false2021.11 | 39.77 | 0.959 | |
| Uformer2026.05 | 39.77 | 0.959 | |
| NBNet2020.12 | 39.75 | 0.973 | |
| NBNET2026.05 | 39.75 | 0.959 | |
| MIRNet2020.03 | 39.72 | 0.959 | |
| MIRNet2020.12 | 39.72 | 0.959 | |
| MIRNetAdditional training data=false2021.11 | 39.72 | 0.959 | |
| MIRNet2026.05 | 39.72 | 0.959 | |
| MPRNetAdditional training data=false2021.02 | 39.71 | 0.958 | |
| MPRNetAdditional training data=false2021.11 | 39.71 | 0.958 | |
| MPRNet2021.05 | 39.71 | 0.958 | |
| MPRNet2026.05 | 39.71 | 0.958 | |
| CycleISPAdditional training data=true2021.02 | 39.52 | 0.957 | |
| CycleISPAdditional training data=true2021.11 | 39.52 | 0.957 | |
| CycleISPadditional training data=true2021.05 | 39.52 | 0.957 | |
| CycleISPSpace=sRGB2020.03 | 39.47 | 0.918 | |
| DANet+Additional training data=true2021.02 | 39.47 | 0.957 | |
| DANet2020.12 | 39.47 | 0.918 | |
| DANet+Additional training data=true2021.11 | 39.47 | 0.957 | |
| DeamNetAdditional training data=true2021.11 | 39.47 | 0.957 | |
| DANet+additional training data=true2021.05 | 39.47 | 0.957 | |
| DeamNet2026.05 | 39.47 | 0.957 | |
| SADNetAdditional training data=true2021.02 | 39.46 | 0.957 | |
| SADNetAdditional training data=true2021.11 | 39.46 | 0.957 | |
| SADNetadditional training data=true2021.05 | 39.46 | 0.957 | |
| VDN2020.03 | 39.28 | 0.909 | |
| VDNAdditional training data=false2021.02 | 39.28 | 0.956 | |
| VDN2020.12 | 39.28 | 0.909 | |
| VDNAdditional training data=false2021.11 | 39.28 | 0.956 | |
| VDN2021.05 | 39.28 | 0.956 | |
| AINDNetAdditional training data=true2021.11 | 39.08 | 0.954 | |
| AINDNetAdditional training data=true2021.02 | 38.95 | 0.952 | |
| AINDNetadditional training data=true2021.05 | 38.95 | 0.952 | |
| DAGLAdditional training data=false2021.11 | 38.94 | 0.953 | |
| RIDNetadditional training data=true2020.03 | 38.71 | 0.914 | |
| RIDNetAdditional training data=true2021.02 | 38.71 | 0.951 | |
| RIDNet2020.12 | 38.71 | 0.914 | |
| RIDNetAdditional training data=true2021.11 | 38.71 | 0.951 | |
| RIDNetadditional training data=true2021.05 | 38.71 | 0.951 | |
| BM3DSpace=sRGB2020.03 | 30.95 | 0.863 | |
| CBDNetadditional training data=true2020.03 | 30.78 | 0.754 | |
| CBDNetAdditional training data=true2021.02 | 30.78 | 0.801 | |
| CBDNet2020.12 | 30.78 | 0.754 | |
| CBDNetAdditional training data=true2021.11 | 30.78 | 0.801 | |
| CBDNetadditional training data=true2021.05 | 30.78 | 0.801 | |
| WNNMSpace=sRGB2020.03 | 29.54 | 0.888 | |
| NLMSpace=sRGB2020.03 | 29.39 | 0.846 | |
| DnCNNSpace=sRGB2020.03 | 28.24 | 0.829 | |
| MLPSpace=sRGB2020.03 | 27.52 | 0.788 | |
| KSVDSpace=sRGB2020.03 | 27.41 | 0.832 | |
| FoESpace=sRGB2020.03 | 27.18 | 0.812 | |
| EPLL2020.03 | 27.11 | 0.87 | |
| EPLL2020.12 | 27.11 | 0.87 | |
| TNRDSpace=sRGB2020.03 | 26.99 | 0.744 | |
| KSVD2020.03 | 26.88 | 0.842 | |
| KSVD2020.12 | 26.88 | 0.842 | |
| NLM2020.03 | 26.76 | 0.699 | |
| NLM2020.12 | 26.76 | 0.699 | |
| GLIDESpace=sRGB2020.03 | 25.98 | 0.816 | |
| WNNM2020.03 | 25.78 | 0.809 | |
| WNNM2020.12 | 25.78 | 0.809 | |
| BM3D2020.03 | 25.65 | 0.685 | |
| BM3DAdditional training data=false2021.02 | 25.65 | 0.685 | |
| BM3D2020.12 | 25.65 | 0.685 | |
| BM3DAdditional training data=false2021.11 | 25.65 | 0.685 | |
| DM3D2021.05 | 25.65 | 0.685 | |
| FOE2020.03 | 25.58 | 0.792 | |
| FoE2020.12 | 25.58 | 0.792 | |
| EPLLSpace=sRGB2020.03 | 25.19 | 0.842 | |
| TNRD2020.03 | 24.73 | 0.643 | |
| MLP2020.03 | 24.71 | 0.641 | |
| GLIDE2020.03 | 24.71 | 0.774 | |
| MLPAdditional training data=false2021.02 | 24.71 | 0.641 | |
| MLP2020.12 | 24.71 | 0.641 | |
| MLP2021.05 | 24.71 | 0.641 | |
| DnCNN2020.03 | 23.66 | 0.583 | |
| DnCNNAdditional training data=false2021.02 | 23.66 | 0.583 | |
| DnCNN2020.12 | 23.66 | 0.583 | |
| DnCNNAdditional training data=false2021.11 | 23.66 | 0.583 | |
| DnCNN2021.05 | 23.66 | 0.583 |