Denoising on ImageNet noise level sigma=0.1 (val)
34PSNRCARD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CARDCategory=Ours2025.12 | 34 | 0.07 | |
| DDRMCategory=Prior-Based (i.i.d.)2025.12 | 31 | 0.14 | |
| BM3DCategory=Prior-Based (i.i.d.)2025.12 | 30.1 | 0.11 | |
| DDNMCategory=Prior-Based (i.i.d.)2025.12 | 28.1 | 0.25 | |
| PCSTCategory=Learning-Based (i.i.d.)2025.12 | 25.6 | 0.36 | |
| Noise2InfoCategory=Learning-Based (i.i.d.)2025.12 | 25.2 | 0.24 | |
| APRRD-NBSNCategory=Learning-Based (correlated)2025.12 | 24.9 | 0.31 | |
| APRRD-BSNCategory=Learning-Based (correlated)2025.12 | 23.9 | 0.25 | |
| DnCNNCategory=Learning-Based (i.i.d.)2025.12 | 22.6 | 0.24 | |
| RestormerCategory=Learning-Based (i.i.d.)2025.12 | 10.5 | 0.78 |