Metric: ERQAv2.0 (higher is better)
| # | Model↕ | ERQAv2.0▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VRT (REDS) | 0.75056 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 2 | VRT (GoPro) | 0.74874 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 3 | Restormer | 0.74776 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 4 | MPR local | 0.74521 | No | Improving Image Restoration by Revisiting Global... | 2021-12-08 | Code |
| 5 | NAFNet (REDS) | 0.74508 | No | Simple Baselines for Image Restoration | 2022-04-10 | Code |
| 6 | Deeprft (REDS) | 0.74339 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 7 | Deeprft (GoPro) | 0.74323 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 8 | MAXIM (REDS) | 0.74277 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 9 | Restormer local | 0.73875 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |