Blind Image Deblurring on RealBlur-R (trained on GoPro)
Metric: PSNR (sRGB) (higher is better)
Metric: PSNR (sRGB) (higher is better)
| # | Model↕ | PSNR (sRGB)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AdaRevD | 36.53 | No | AdaRevD: Adaptive Patch Exiting Reversible Decod... | 2024-06-13 | Code |
| 2 | ALGNet | 36.35 | No | Learning Enriched Features via Selective State S... | 2024-03-29 | Code |
| 3 | Uformer-B | 36.22 | No | Uformer: A General U-Shaped Transformer for Imag... | 2021-06-06 | Code |
| 4 | Restormer | 36.19 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 5 | DeepRFT | 36.11 | No | Intriguing Findings of Frequency Selection for I... | 2021-11-23 | Code |
| 6 | DeblurDiNAT-L | 36.09 | No | DeblurDiNAT: A Compact Model with Exceptional Ge... | 2024-03-19 | Code |
| 7 | LaKDNet | 36.08 | No | Revisiting Image Deblurring with an Efficient Co... | 2023-02-04 | Code |
| 8 | MPRNet | 35.99 | No | Multi-Stage Progressive Image Restoration | 2021-02-04 | Code |
| 9 | MSSNet | 35.93 | No | MSSNet: Multi-Scale-Stage Network for Single Ima... | 2022-02-19 | Code |
| 10 | MAXIM | 35.78 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 11 | Pan et al | 34.01 | No | - | - | - |
| 12 | Hu et al | 33.67 | No | - | - | - |