Metric: Subjective (higher is better)
| # | Model↕ | Subjective▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NAFNet (REDS) | 2.8405 | No | Simple Baselines for Image Restoration | 2022-04-10 | Code |
| 2 | VRT (GoPro) | 2.3854 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 3 | VRT (REDS) | 1.566 | No | VRT: A Video Restoration Transformer | 2022-01-28 | Code |
| 4 | DeblurGAN Inception | 1.0375 | No | DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F... | 2019-08-10 | Code |
| 5 | MAXIM (REDS) | 1.0081 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 6 | Deeprft (GoPro) | 0.5354 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 7 | Deeprft (REDS) | 0.4622 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 8 | MPR local | 0.4407 | No | Improving Image Restoration by Revisiting Global... | 2021-12-08 | Code |
| 9 | MAXIM (GoPro) | 0.207 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 10 | Restormer local | 0.1231 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 11 | Restormer | 0.1175 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |