Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NAFNet (REDS) | 0.95035 | No | Simple Baselines for Image Restoration | 2022-04-10 | Code |
| 2 | MAXIM (REDS) | 0.94959 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 3 | Restormer | 0.94632 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 4 | VRT (REDS) | 0.94601 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 5 | MPR local | 0.94542 | No | Improving Image Restoration by Revisiting Global... | 2021-12-08 | Code |
| 6 | VRT (GoPro) | 0.94503 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 7 | Deeprft (GoPro) | 0.94484 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 8 | Deeprft (REDS) | 0.94479 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 9 | MAXIM (GoPro) | 0.94386 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 10 | Restormer local | 0.94217 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |