Image Denoising on CBSD68 (d-parameter sweep)
29.96PSNR (d=0.002)Ours
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ours2023.03 | 29.96 | 0.8558 | 0.1512 | 28.01 | 0.7893 | 0.2295 | 24.69 | 0.6391 | 0.4408 | 22.23 | 0.5174 | 0.6331 | |
| Dropout2023.03 | 26.92 | 0.7433 | 0.2739 | 23.97 | 0.5999 | 0.438 | 20.7 | 0.433 | 0.6832 | 18.75 | 0.3431 | 0.8508 | |
| baseline2023.03 | 25.09 | 0.6879 | 0.3289 | 21.71 | 0.5261 | 0.5088 | 18.25 | 0.348 | 0.7621 | 16.3 | 0.2594 | 0.9216 | |
| RIDNet2023.03 | 24.83 | 0.7065 | 0.3165 | 21.12 | 0.54 | 0.4912 | 17.44 | 0.347 | 0.7459 | 15.41 | 0.251 | 0.9096 | |
| DnCNN2023.03 | 24.39 | 0.7102 | 0.3205 | 20.88 | 0.5423 | 0.5032 | 17.33 | 0.3499 | 0.7615 | 15.27 | 0.251 | 0.9304 | |
| Restormer2023.03 | 23.58 | 0.6779 | 0.3429 | 20.77 | 0.5292 | 0.5016 | 19.13 | 0.4143 | 0.6322 | 18.37 | 0.35 | 0.7409 | |
| RNAN2023.03 | 23.32 | 0.6768 | 0.3312 | 20.19 | 0.5127 | 0.497 | 16.99 | 0.3343 | 0.7464 | 15.12 | 0.2443 | 0.9133 | |
| SwinIR2023.03 | 23.21 | 0.6724 | 0.3416 | 20.04 | 0.5035 | 0.5123 | 16.84 | 0.3206 | 0.7541 | 14.97 | 0.232 | 0.919 |