| Paper | Code | PSNR | SSIM | LPIPS | VMAF | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Reference-based Restoration of Digitized Analog Videotapes | ✓ Link | 35.53 | 0.946 | 0.052 | 83.61 | TAPE | 2023-10-20 |
| Restoration of Analog Videos Using Swin-UNet | ✓ Link | 34.96 | 0.940 | 0.060 | 77.83 | Agnolucci et al. | 2023-11-07 |
| Multi-Scale Memory-Based Video Deblurring | ✓ Link | 33.22 | 0.911 | 0.106 | 71.55 | MemDeblur | 2022-04-06 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | ✓ Link | 32.47 | 0.896 | 0.117 | 72.41 | RVRT | 2022-06-05 |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | ✓ Link | 31.66 | 0.916 | 0.098 | 78.91 | BasicVSR++ | 2021-04-27 |
| Bringing Old Films Back to Life | ✓ Link | 31.46 | 0.905 | 0.100 | 56.76 | RTN | 2022-03-31 |
| Memory-Augmented Non-Local Attention for Video Super-Resolution | ✓ Link | 27.81 | 0.843 | 0.206 | 40.28 | MANA | 2021-08-25 |