Poisson Image Deblurring on Kodak (test)
26.69PSNR (Gaussian)PnP-MM
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PnP-MMzeta=602026.03 | 26.69 | 71.5 | 0.382 | 26.28 | 74.8 | 0.364 | 27.64 | 74.8 | 0.3 | 25.26 | 64 | 0.47 | 26.47 | 69.9 | 0.379 | |
| DPIRzeta=602026.03 | 26.46 | 70.1 | 0.403 | 26 | 66.3 | 0.42 | 27.03 | 71.1 | 0.35 | 24.78 | 61.8 | 0.515 | 26.07 | 67.3 | 0.422 | |
| B-PnPzeta=602026.03 | 26.21 | 69.5 | 0.429 | 25.5 | 65.7 | 0.427 | 26.93 | 71.6 | 0.36 | 24.73 | 61.8 | 0.52 | 25.84 | 67.2 | 0.434 | |
| Prox-DiffPIRzeta=602026.03 | 26.04 | 68.8 | 0.337 | 25.31 | 63.2 | 0.307 | 26.31 | 67.6 | 0.255 | 24.97 | 63 | 0.391 | 25.66 | 65.6 | 0.322 | |
| PhD-Netzeta=602026.03 | 26 | 68.5 | 0.42 | 24.56 | 60.8 | 0.424 | 25.81 | 66.5 | 0.424 | 24.7 | 61.8 | 0.503 | 25.26 | 64.4 | 0.455 | |
| PnP-MMzeta=202026.03 | 25.8 | 67.6 | 0.423 | 25.12 | 63.9 | 0.43 | 26.29 | 69.3 | 0.366 | 24.54 | 61 | 0.51 | 25.44 | 65.4 | 0.432 | |
| DPIRzeta=202026.03 | 25.45 | 60.5 | 0.458 | 24.49 | 60.5 | 0.517 | 25.83 | 65.6 | 0.433 | 23.89 | 57.8 | 0.575 | 24.92 | 62.3 | 0.496 | |
| Prox-DiffPIRzeta=202026.03 | 25.11 | 64.2 | 0.382 | 24.25 | 59.2 | 0.403 | 25.17 | 63.2 | 0.347 | 24.04 | 58.7 | 0.45 | 24.64 | 61.4 | 0.396 | |
| PhD-Netzeta=202026.03 | 25.08 | 64.5 | 0.468 | 23.8 | 57.6 | 0.539 | 24.84 | 62.4 | 0.48 | 23.96 | 58.7 | 0.543 | 24.42 | 60.8 | 0.507 | |
| RL-TVzeta=602026.03 | 24.78 | 61 | 0.425 | 23.33 | 52 | 0.493 | 24 | 54.4 | 0.44 | 23.8 | 56.8 | 0.474 | 23.98 | 56.1 | 0.458 | |
| PnP-MMzeta=52026.03 | 24.55 | 62.3 | 0.484 | 23.51 | 56.8 | 0.536 | 24.65 | 62.5 | 0.46 | 23.49 | 56.5 | 0.577 | 24.05 | 59.5 | 0.514 | |
| B-PnPzeta=202026.03 | 24.45 | 61.4 | 0.589 | 24.18 | 60.9 | 0.471 | 24.53 | 61.6 | 0.509 | 23.94 | 59.1 | 0.585 | 24.28 | 60.8 | 0.538 | |
| RL-TVzeta=202026.03 | 24.14 | 59.2 | 0.461 | 23.15 | 54.4 | 0.502 | 24.09 | 58.4 | 0.46 | 23.16 | 54.4 | 0.513 | 23.64 | 56.6 | 0.484 | |
| PhD-Netzeta=52026.03 | 23.77 | 59.2 | 0.534 | 22.73 | 53.6 | 0.597 | 23.43 | 56.8 | 0.551 | 22.86 | 54.6 | 0.609 | 23.2 | 56 | 0.573 | |
| Prox-DiffPIRzeta=52026.03 | 23.7 | 57.9 | 0.468 | 22.9 | 53.4 | 0.512 | 23.65 | 57.3 | 0.47 | 22.9 | 53.1 | 0.538 | 23.29 | 55.4 | 0.497 | |
| RL-TVzeta=52026.03 | 22.15 | 48.2 | 0.591 | 21.59 | 45.4 | 0.598 | 21.52 | 43.8 | 0.614 | 22.1 | 49.7 | 0.611 | 21.84 | 46.8 | 0.603 | |
| B-PnPzeta=52026.03 | 21.93 | 59.1 | 0.549 | 21.24 | 53.8 | 0.599 | 21.98 | 59.1 | 0.533 | 21.26 | 53.7 | 0.627 | 21.6 | 56.4 | 0.577 | |
| DPSzeta=602026.03 | 20.41 | 46.9 | 0.549 | 21.98 | 54.5 | 0.382 | 22.85 | 58 | 0.38 | 18.56 | 40.4 | 0.567 | 20.95 | 49.9 | 0.469 | |
| DPSzeta=52026.03 | 19.78 | 47.8 | 0.494 | 18.66 | 43.9 | 0.556 | 19.17 | 46.4 | 0.561 | 18.61 | 43.2 | 0.536 | 19.06 | 45.3 | 0.537 | |
| DPSzeta=202026.03 | 19.24 | 42.6 | 0.599 | 21.85 | 53.3 | 0.385 | 23.13 | 57.6 | 0.363 | 17.12 | 33.5 | 0.64 | 20.33 | 46.8 | 0.497 | |
| DPIRzeta=52026.03 | 18.07 | 34 | 0.774 | 13.06 | 26 | 0.742 | 11.17 | 20.6 | 0.811 | 20.49 | 41 | 0.791 | 15.7 | 30.4 | 0.779 |