Image Deblurring on RealBlur-J (alpha = 20)
28.29PSNRMPRNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPRNetTraining=GoPro2023.03 | 28.29 | 79.3 | 0.256 | 0.402 | |
| DHMPNTraining=GoPro2023.03 | 28.02 | 76.4 | 0.288 | 0.437 | |
| SRNTraining=GoPro2023.03 | 27.91 | 77.5 | 0.275 | 0.421 | |
| Deep-DeblurTraining=GoPro2023.03 | 27.81 | 77.8 | 0.265 | 0.41 | |
| MIMO-UNet+Training=GoPro2023.03 | 27.53 | 67.8 | 0.313 | 0.446 | |
| Kernel Trajectory NetworkTraining=Synth.2023.03 | 27.23 | 79.3 | 0.241 | 0.382 | |
| MIMO-UNet+Training=Synth.2023.03 | 26.69 | 63 | 0.401 | 0.495 | |
| MPRNetTraining=Synth.2023.03 | 26.51 | 71.5 | 0.36 | 0.466 | |
| Deep-DeblurTraining=Synth.2023.03 | 25.95 | 63.6 | 0.427 | 0.485 | |
| DHMPNTraining=Synth.2023.03 | 25.46 | 65.5 | 0.429 | 0.496 | |
| SRNTraining=Synth.2023.03 | 25.37 | 65.8 | 0.426 | 0.492 | |
| PhD-NetBlind deconvolution=false, End-To-End Trained=true2023.03 | 22.78 | 66.7 | 0.304 | 0.447 | |
| Kernel Trajectory NetworkBlind deconvolution=true, End-To-End Trained=false2023.03 | 22.72 | 64.1 | 0.304 | 0.448 | |
| PURE-LETBlind deconvolution=false, End-To-End Trained=false2023.03 | 21.79 | 60.7 | 0.339 | 0.51 | |
| MIMO-UNet+Blind deconvolution=true, End-To-End Trained=true2023.03 | 21.64 | 55.4 | 0.485 | 0.61 | |
| MPRNetBlind deconvolution=true, End-To-End Trained=true2023.03 | 21.33 | 55.1 | 0.459 | 0.493 | |
| Deep-DeblurBlind deconvolution=true, End-To-End Trained=true2023.03 | 21.11 | 53.6 | 0.492 | 0.501 | |
| SRNBlind deconvolution=true, End-To-End Trained=true2023.03 | 20.49 | 52.3 | 0.496 | 0.515 | |
| DHMPNBlind deconvolution=true, End-To-End Trained=true2023.03 | 20.39 | 52.1 | 0.502 | 0.514 | |
| P4IPBlind deconvolution=false, End-To-End Trained=false2023.03 | 19.53 | 44.2 | 0.533 | 0.554 |