Real Noise Removal on DND (val)
40.45PSNRTCD-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TCD-NetVenue=N/A, Fine-tuned=from DF2K pretrained model2026.03 | 40.45 | 96 | |
| HATVenue=CVPR'23, Fine-tuned=from DF2K pretrained model2026.03 | 40.44 | 95.8 | |
| NAFNetVenue=ECCV'22, Fine-tuned=from DF2K pretrained model2026.03 | 40.27 | 95.7 | |
| RestormerVenue=CVPR'22, Fine-tuned=from DF2K pretrained model2026.03 | 40.03 | 95.6 | |
| Uformer-BC=32, Encoder Depths={1, 2, 8, 8}2021.06 | 39.98 | 95.5 | |
| UformerVenue=CVPR'22, Fine-tuned=from DF2K pretrained model2026.03 | 39.96 | 95.6 | |
| SwinIRVenue=ICCV'21, Fine-tuned=from DF2K pretrained model2026.03 | 39.91 | 96.1 | |
| NBNet2021.06 | 39.89 | 95.5 | |
| MIRNet2021.06 | 39.88 | 95.6 | |
| MPRNet2021.06 | 39.8 | 95.4 | |
| MPRNetVenue=CVPR'21, Fine-tuned=from DF2K pretrained model2026.03 | 39.8 | 95.4 | |
| DAGLVenue=ICCV'21, Fine-tuned=from DF2K pretrained model2026.03 | 39.77 | 95.6 | |
| DANet2021.06 | 39.59 | 95.5 | |
| CycleISP2021.06 | 39.56 | 95.6 | |
| VDN2021.06 | 39.38 | 95.2 | |
| RIDNet2021.06 | 39.26 | 95.3 | |
| RIDNetVenue=ICCV'19, Fine-tuned=from DF2K pretrained model2026.03 | 39.26 | 95.3 | |
| CBDNetVenue=CVPR'19, Fine-tuned=from DF2K pretrained model2026.03 | 38.06 | 94.2 | |
| BM3D2021.06 | 34.51 | 85.1 | |
| BM3DVenue=TIP'07, Fine-tuned=from DF2K pretrained model2026.03 | 34.51 | 85.1 | |
| DnCNNVenue=TIP'17, Fine-tuned=from DF2K pretrained model2026.03 | 32.43 | 79 |