Color Image Denoising on Kodak24 (PSNR by Noise Level)
34.96PSNR (sigma=15)DudeNeXt-B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DudeNeXt-BConvolution=WMCG, Kernel Size=5 × 5, Params (M)=1.07, MACs (G)=2.042023.05 | 34.96 | 32.49 | 30.94 | 29.35 | |
| MWDCNNParams (M)=5.25, MACs (G)=3.762023.05 | 34.91 | 32.4 | 30.87 | 29.26 | |
| DudeNeXt-BConvolution=Vanilla, Kernel Size=3 × 3, Params (M)=1.07, MACs (G)=1.042023.05 | 34.9 | 32.4 | 30.81 | 29.17 | |
| MWDCNN-BParams (M)=5.25, MACs (G)=3.762023.05 | 34.83 | 32.39 | 30.83 | 29.23 | |
| DudeNetParams (M)=1.08, MACs (G)=1.112023.05 | 34.81 | 32.26 | 30.69 | 29.1 | |
| DnCNNParams (M)=0.56, MACs (G)=0.572023.05 | 34.73 | 32.23 | 30.64 | 29.02 | |
| DudeNet-BParams (M)=1.08, MACs (G)=1.112023.05 | 34.71 | 32.23 | 30.66 | 29.05 | |
| FFDNetParams (M)=0.85, MACs (G)=0.222023.05 | 34.55 | 32.11 | 30.56 | 28.99 | |
| CBM3D2023.05 | 34.28 | 31.68 | 29.9 | 28.46 |