Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NeuriCam-net | 42.03 | No | NeuriCam: Key-Frame Video Super-Resolution and C... | 2022-07-25 | Code |
| 2 | VRT | 41.05 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 3 | RVRT | 40.9 | No | Recurrent Video Restoration Transformer with Gui... | 2022-06-05 | Code |
| 4 | BasicVSR++ | 40.72 | No | BasicVSR++: Improving Video Super-Resolution wit... | 2021-04-27 | Code |
| 5 | TTVSR | 40.41 | No | Learning Trajectory-Aware Transformer for Video ... | 2022-04-08 | Code |
| 6 | IconVSR | 40.03 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 7 | BasicVSR | 39.96 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 8 | RRN-L | 38.97 | No | Revisiting Temporal Modeling for Video Super-res... | 2020-08-13 | Code |