Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TAPE | 0.946 | No | Reference-based Restoration of Digitized Analog ... | 2023-10-20 | Code |
| 2 | Agnolucci et al. | 0.94 | No | Restoration of Analog Videos Using Swin-UNet | 2023-11-07 | Code |
| 3 | BasicVSR++ | 0.916 | No | BasicVSR++: Improving Video Super-Resolution wit... | 2021-04-27 | Code |
| 4 | MemDeblur | 0.911 | No | Multi-Scale Memory-Based Video Deblurring | 2022-04-06 | Code |
| 5 | RTN | 0.905 | No | Bringing Old Films Back to Life | 2022-03-31 | Code |
| 6 | RVRT | 0.896 | No | Recurrent Video Restoration Transformer with Gui... | 2022-06-05 | Code |
| 7 | MANA | 0.843 | No | Memory-Augmented Non-Local Attention for Video S... | 2021-08-25 | Code |