Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Turtle | 0.959 | No | Learning Truncated Causal History Model for Vide... | 2024-10-04 | Code |
| 2 | RainMamba | 0.9366 | No | RainMamba: Enhanced Locality Learning with State... | 2024-07-31 | Code |
| 3 | Restormer | 0.9206 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 4 | MPRNet | 0.9175 | No | MPRNet: Multi-Path Residual Network for Lightwei... | 2020-11-09 | Code |
| 5 | BasicVSR++ | 0.9171 | No | BasicVSR++: Improving Video Super-Resolution wit... | 2021-04-27 | Code |
| 6 | TTVSR | 0.8998 | No | Learning Trajectory-Aware Transformer for Video ... | 2022-04-08 | Code |
| 7 | BasicVSR | 0.899 | No | BasicVSR: The Search for Essential Components in... | 2020-12-03 | Code |
| 8 | RVRT | 0.8857 | No | Recurrent Video Restoration Transformer with Gui... | 2022-06-05 | Code |