Image Denoising on CC Cross-Channel 65 (test)
39.76PSNR (Canon 5D, ISO 3200)CBM3D
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CBM3D2023.05 | 39.76 | — | 34.18 | 36.81 | 35.05 | 31.13 | 35.19 | |
| DnCNNParams (M)=0.56, MACs (G)=0.572023.05 | 37.26 | — | 33.62 | 37.95 | 34.08 | 29.83 | 33.86 | |
| TID2023.05 | 37.22 | — | 32.99 | 34.49 | 33.7 | 29.4 | 33.36 | |
| MWDCNNParams (M)=5.25, MACs (G)=3.762023.05 | 36.97 | — | 33.91 | 37.93 | 37.1 | 32.24 | 35.74 | |
| DudeNeXt WMCGKernel Size=5 × 5, Params (M)=1.07, MACs (G)=2.042023.05 | 36.91 | — | 34.46 | 38.3 | 37.72 | 32.36 | 36.14 | |
| DudeNeXt VanillaKernel Size=3 × 3, Params (M)=1.07, MACs (G)=1.042023.05 | 36.69 | — | 33.67 | 38.2 | 37.24 | 32.32 | 35.75 | |
| DudeNetParams (M)=1.08, MACs (G)=1.112023.05 | 36.66 | — | 33.72 | 38.1 | 36.93 | 31.94 | 35.72 | |
| DudeNeXt VanillaKernel Size=5 × 5, Params (M)=1.99, MACs (G)=2.042023.05 | 36.65 | — | 34.05 | 38.12 | 36.95 | 32.34 | 35.8 | |
| DudeNeXt DYKernel Size=5 × 5, Params (M)=6.57, MACs (G)=2.072023.05 | 36.49 | — | 33.86 | 35.18 | 33.43 | 29.76 | 33.44 | |
| DudeNeXt DYKernel Size=3 × 3, Params (M)=2.77, MACs (G)=1.102023.05 | 36 | — | 33.65 | 38.1 | 37.71 | 31.94 | 35.91 | |
| NAFNetParams (M)=115.98, MACs (G)=1.012023.05 | 35.99 | — | 32.81 | 37.29 | 38.34 | 32.31 | 35.87 | |
| RestormerParams (M)=26.11, MACs (G)=3.412023.05 | 35.71 | — | 33.91 | 37.69 | 37.96 | 32.98 | 35.72 |