Denoising on ImageNet noise level sigma=0.9 (val)
26.7PSNRCARD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CARDCategory=Ours2025.12 | 26.7 | 0.22 | |
| Noise2InfoCategory=Learning-Based (i.i.d.)2025.12 | 23.3 | 0.29 | |
| DDRMCategory=Prior-Based (i.i.d.)2025.12 | 22.7 | 0.4 | |
| BM3DCategory=Prior-Based (i.i.d.)2025.12 | 22.4 | 0.5 | |
| APRRD-NBSNCategory=Learning-Based (correlated)2025.12 | 20.5 | 0.54 | |
| APRRD-BSNCategory=Learning-Based (correlated)2025.12 | 20.1 | 0.51 | |
| DnCNNCategory=Learning-Based (i.i.d.)2025.12 | 18.1 | 0.66 | |
| PCSTCategory=Learning-Based (i.i.d.)2025.12 | 16.6 | 0.79 | |
| DDNMCategory=Prior-Based (i.i.d.)2025.12 | 12.3 | 0.68 | |
| RestormerCategory=Learning-Based (i.i.d.)2025.12 | 10.1 | 1.14 |