Image Denoising on CBSD68 (Noise Levels σ=15, 25, 50)
34.44PSNR (dB, σ=15)MLMIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLMIRExperimental Setting=task-aligned2026.06 | 34.44 | 31.69 | 28.5 | |
| RestormerParams (M)=26.12026.04 | 34.39 | 31.78 | 28.59 | |
| Perceive-IRExperimental Setting=task-aligned2026.06 | 34.38 | 31.74 | 28.53 | |
| DSCA-FormerParams (M)=65.12026.04 | 34.35 | 31.72 | 28.48 | |
| VLU-NetExperimental Setting=task-aligned2026.06 | 34.35 | 31.72 | 28.46 | |
| NLFeMF (25/15/9 nbr)Params (M)=15.32026.04 | 34.34 | 31.72 | 28.53 | |
| CTNetParams (M)=49.02026.04 | 34.32 | 31.68 | 28.41 | |
| NLFeMF (15/9/7 nbr)Params (M)=7.52026.04 | 34.31 | 31.69 | 28.5 | |
| DRUNetParams (M)=32.62026.04 | 34.3 | 31.69 | 28.51 | |
| NLFeMF (15/7/5 nbr)Params (M)=5.42026.04 | 34.3 | 31.67 | 28.47 | |
| FSNetExperimental Setting=task-aligned2026.06 | 34.11 | 31.51 | 28.01 | |
| SFNetExperimental Setting=task-aligned2026.06 | 34.09 | 31.49 | 28.02 | |
| NLFeMF (15 nbr)Params (M)=0.7862026.04 | 33.98 | 31.32 | 28.06 | |
| DnCNNParams (M)=0.8542026.04 | 33.9 | 31.24 | 27.95 | |
| FFDNetParams (M)=0.8542026.04 | 33.87 | 31.21 | 27.96 | |
| BM3DParams (M)=-2026.04 | 33.52 | 30.71 | 27.38 |