Denoising on ImageNet noise level sigma=0.5 (val)
29.1PSNRCARD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CARDCategory=Ours2025.12 | 29.1 | 0.15 | |
| BM3DCategory=Prior-Based (i.i.d.)2025.12 | 25.8 | 0.33 | |
| DDRMCategory=Prior-Based (i.i.d.)2025.12 | 24.8 | 0.33 | |
| Noise2InfoCategory=Learning-Based (i.i.d.)2025.12 | 24.6 | 0.26 | |
| APRRD-NBSNCategory=Learning-Based (correlated)2025.12 | 22.4 | 0.45 | |
| APRRD-BSNCategory=Learning-Based (correlated)2025.12 | 22 | 0.38 | |
| DnCNNCategory=Learning-Based (i.i.d.)2025.12 | 20.4 | 0.46 | |
| PCSTCategory=Learning-Based (i.i.d.)2025.12 | 19.8 | 0.63 | |
| DDNMCategory=Prior-Based (i.i.d.)2025.12 | 16.3 | 0.57 | |
| RestormerCategory=Learning-Based (i.i.d.)2025.12 | 10.3 | 0.96 |