Image Denoising on BUSI
36.5392PSNRPrior-guided Hierarchical Instance-pixel Contrastive Learning
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Prior-guided Hierarchical Instance-pixel Contrastive Learningnoise level (sigma)=0.252026.02 | 36.5392 | 0.9703 | 3.3214 | |
| Restormernoise level (sigma)=0.252026.02 | 36.4244 | 0.9687 | 3.6884 | |
| Uformernoise level (sigma)=0.252026.02 | 36.4134 | 0.9689 | 3.4251 | |
| SwinIRnoise level (sigma)=0.252026.02 | 35.7962 | 0.9457 | 3.8637 | |
| Prior-guided Hierarchical Instance-pixel Contrastive Learningnoise level (sigma)=0.52026.02 | 32.6842 | 0.9472 | 4.3251 | |
| SwinIRnoise level (sigma)=0.52026.02 | 32.5459 | 0.9428 | 4.5876 | |
| Restormernoise level (sigma)=0.52026.02 | 32.4852 | 0.9428 | 5.1782 | |
| Uformernoise level (sigma)=0.52026.02 | 32.4754 | 0.9431 | 5.1203 | |
| RED-CNNnoise level (sigma)=0.252026.02 | 32.4131 | 0.9273 | 4.9464 | |
| Prior-guided Hierarchical Instance-pixel Contrastive Learningnoise level (sigma)=0.752026.02 | 32.1351 | 0.9173 | 4.8491 | |
| SwinIRnoise level (sigma)=0.752026.02 | 31.8615 | 0.9141 | 5.2568 | |
| Uformernoise level (sigma)=0.752026.02 | 31.275 | 0.9153 | 5.5109 | |
| Restormernoise level (sigma)=0.752026.02 | 31.2595 | 0.9122 | 5.6498 | |
| RED-CNNnoise level (sigma)=0.52026.02 | 26.4941 | 0.7901 | 8.0179 | |
| DnCNNnoise level (sigma)=0.252026.02 | 25.9552 | 0.8342 | 7.8082 | |
| RED-CNNnoise level (sigma)=0.752026.02 | 25.3338 | 0.7619 | 7.7326 | |
| DnCNNnoise level (sigma)=0.752026.02 | 24.3415 | 0.7655 | 8.1674 | |
| DnCNNnoise level (sigma)=0.52026.02 | 24.1854 | 0.7887 | 8.1447 | |
| UNetnoise level (sigma)=0.752026.02 | 24.0726 | 0.808 | 8.8002 | |
| BM3Dnoise level (sigma)=0.252026.02 | 22.4846 | 0.8165 | 9.6218 | |
| BM3Dnoise level (sigma)=0.752026.02 | 22.3558 | 0.8057 | 9.1061 | |
| UNetnoise level (sigma)=0.252026.02 | 22.0179 | 0.8345 | 9.4409 | |
| UNetnoise level (sigma)=0.52026.02 | 22.0002 | 0.8048 | 9.4249 | |
| BM3Dnoise level (sigma)=0.52026.02 | 21.5155 | 0.8004 | 9.6314 |