Color Image Denoising on CBSD68 (PSNR for sigma=15, 25, 35, 50)
34.19PSNR (sigma=15)DudeNeXt-B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DudeNeXt-BConvolution=WMCG, Kernel Size=5 × 5, Params (M)=1.07, MACs (G)=2.042023.05 | 34.19 | 31.53 | 29.9 | 28.27 | |
| MWDCNNParams (M)=5.25, MACs (G)=3.762023.05 | 34.18 | 31.45 | 29.81 | 28.13 | |
| DudeNeXt-BConvolution=Vanilla, Kernel Size=3 × 3, Params (M)=1.07, MACs (G)=1.042023.05 | 34.15 | 31.46 | 29.8 | 28.12 | |
| MWDCNN-BParams (M)=5.25, MACs (G)=3.762023.05 | 34.1 | 31.44 | 29.8 | 28.15 | |
| DudeNetParams (M)=1.08, MACs (G)=1.112023.05 | 34.01 | 31.34 | 29.71 | 28.09 | |
| DnCNNParams (M)=0.56, MACs (G)=0.572023.05 | 33.98 | 31.31 | 29.65 | 28.01 | |
| DudeNet-BParams (M)=1.08, MACs (G)=1.112023.05 | 33.96 | 31.32 | 29.69 | 28.05 | |
| FFDNetParams (M)=0.85, MACs (G)=0.222023.05 | 33.8 | 31.18 | 29.57 | 27.96 | |
| CBM3D2023.05 | 33.52 | 30.71 | 28.89 | 27.38 |