Video Denoising on Collected dynamic video dataset synthetic dynamic clips (test)
37.48PSNRFastDVDnet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FastDVDnetNetwork Architecture=Multi-frame, Training Supervision=Ours (Synthetic Pipeline), Training Clip Type=Dynamic2021.08 | 37.48 | 0.94 | 0.224 | |
| UNetNetwork Architecture=Single-frame, Training Supervision=Ours (Synthetic Pipeline)2021.08 | 36.4 | 0.93 | 0.23 | |
| UNetNetwork Architecture=Single-frame, Training Supervision=Paired real data2021.08 | 33.66 | 0.925 | 0.482 | |
| FastDVDnetNetwork Architecture=Multi-frame, Training Supervision=Paired real data, Training Clip Type=Static2021.08 | 28.66 | 0.87 | 5.746 | |
| FastDVDnetNetwork Architecture=Multi-frame, Training Supervision=Ours (Synthetic Pipeline), Training Clip Type=Static2021.08 | 28.47 | 0.86 | 5.373 |