Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Restormer | 31.76111 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 2 | MPR local | 31.65037 | No | Improving Image Restoration by Revisiting Global... | 2021-12-08 | Code |
| 3 | Deeprft (GoPro) | 31.57612 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 4 | VRT (GoPro) | 31.42945 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 5 | MAXIM (GoPro) | 31.36344 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 6 | Deeprft (REDS) | 31.32349 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 7 | Restormer local | 31.12341 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 8 | VRT (REDS) | 30.97878 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 9 | NAFNet (REDS) | 30.54803 | No | Simple Baselines for Image Restoration | 2022-04-10 | Code |