Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BSSTNet | 34.95 | No | Blur-aware Spatio-temporal Sparse Transformer fo... | 2024-06-11 | Code |
| 2 | RVRT | 34.92 | No | Recurrent Video Restoration Transformer with Gui... | 2022-06-05 | Code |
| 3 | GShift-Net | 34.69 | No | A Simple Baseline for Video Restoration with Gro... | 2022-06-22 | Code |
| 4 | VRT | 34.27 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 5 | FGST | 33.5 | No | Flow-Guided Sparse Transformer for Video Deblurr... | 2022-01-06 | Code |
| 6 | STDAN | 33.05 | No | Spatio-Temporal Deformable Attention Network for... | 2022-07-22 | Code |
| 7 | MB2D | 32.34 | Yes | Blur More To Deblur Better: Multi-Blur2Deblur Fo... | 2020-12-23 | - |