Defocus Deblurring on Noisier DPD v1 (simulated noise) (test)
25.48PSNRGKMNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GKMNetnoise_sigma=1, training_mode=retrained (+)2021.10 | 25.48 | 0.789 | 0.221 | |
| GKMNetnoise_sigma=1, training_mode=original2021.10 | 25.43 | 0.784 | 0.225 | |
| AttNetnoise_sigma=1, training_mode=original2021.10 | 25.18 | 0.783 | 0.221 | |
| AttNetnoise_sigma=1, training_mode=retrained (+)2021.10 | 25.18 | 0.783 | 0.221 | |
| GKMNetnoise_sigma=3, training_mode=retrained (+)2021.10 | 25.12 | 0.76 | 0.247 | |
| DPDNet-Dnoise_sigma=1, training_mode=retrained (+)2021.10 | 25.09 | 0.788 | 0.22 | |
| DPDNet-Dnoise_sigma=1, training_mode=original2021.10 | 25.08 | 0.788 | 0.22 | |
| GKMNetnoise_sigma=3, training_mode=original2021.10 | 25.02 | 0.758 | 0.246 | |
| GKMNetnoise_sigma=5, training_mode=retrained (+)2021.10 | 24.92 | 0.742 | 0.273 | |
| AttNetnoise_sigma=3, training_mode=retrained (+)2021.10 | 24.85 | 0.753 | 0.255 | |
| AttNetnoise_sigma=3, training_mode=original2021.10 | 24.77 | 0.749 | 0.261 | |
| DPDNet-Dnoise_sigma=3, training_mode=retrained (+)2021.10 | 24.76 | 0.748 | 0.248 | |
| DPDNet-Dnoise_sigma=3, training_mode=original2021.10 | 24.73 | 0.746 | 0.248 | |
| GKMNetnoise_sigma=5, training_mode=original2021.10 | 24.61 | 0.712 | 0.299 | |
| SRNnoise_sigma=1, training_mode=retrained (+)2021.10 | 24.61 | 0.697 | 0.316 | |
| SRNnoise_sigma=1, training_mode=original2021.10 | 24.58 | 0.692 | 0.315 | |
| SRNnoise_sigma=3, training_mode=retrained (+)2021.10 | 24.53 | 0.672 | 0.36 | |
| SRNnoise_sigma=3, training_mode=original2021.10 | 24.48 | 0.668 | 0.366 | |
| AttNetnoise_sigma=5, training_mode=retrained (+)2021.10 | 24.48 | 0.681 | 0.332 | |
| DPDNet-Dnoise_sigma=5, training_mode=retrained (+)2021.10 | 24.37 | 0.71 | 0.379 | |
| AttNetnoise_sigma=5, training_mode=original2021.10 | 24.36 | 0.66 | 0.347 | |
| SRNnoise_sigma=5, training_mode=retrained (+)2021.10 | 24.34 | 0.632 | 0.399 | |
| SRNnoise_sigma=5, training_mode=original2021.10 | 24.3 | 0.628 | 0.411 | |
| DPDNet-Dnoise_sigma=5, training_mode=original2021.10 | 24.07 | 0.665 | 0.441 |