Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RainMamba | 32.04 | No | RainMamba: Enhanced Locality Learning with State... | 2024-07-31 | Code |
| 2 | Turtle | 32.01 | No | Learning Truncated Causal History Model for Vide... | 2024-10-04 | Code |
| 3 | BasicVSR++ | 29.75 | No | BasicVSR++: Improving Video Super-Resolution wit... | 2021-04-27 | Code |
| 4 | Restormer | 29.59 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 5 | MPRNet | 29.53 | No | MPRNet: Multi-Path Residual Network for Lightwei... | 2020-11-09 | Code |
| 6 | BasicVSR | 28.35 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 7 | RVRT | 28.24 | No | Recurrent Video Restoration Transformer with Gui... | 2022-06-05 | Code |
| 8 | TTVSR | 28.05 | No | Learning Trajectory-Aware Transformer for Video ... | 2022-04-08 | Code |