All-in-One Image Restoration on AiOIR seven-pattern setting (Efficiency Metrics)
0.91Params (M)SwinIR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SwinIR2026.03 | 0.91 | 58.72 | 122.46 | |
| TAPE2026.03 | 1.07 | 32.26 | 37.8 | |
| DL2026.03 | 2.09 | 0.13 | 6.57 | |
| MIRNetv22026.03 | 5.86 | 140.92 | 46.41 | |
| AirNet2026.03 | 8.93 | 350.69 | 153.24 | |
| IDR2026.03 | 15.34 | 114.18 | 71.29 | |
| CWP-Net2026.03 | 15.5 | 130.55 | 34.32 | |
| MPRNet2026.03 | 15.74 | 850.04 | 60.52 | |
| NAFNet2026.03 | 17.11 | 15.96 | 18.9 | |
| DGUNet2026.03 | 17.33 | 866.17 | 105.1 | |
| Restormer2026.03 | 26.13 | 140.99 | 76.04 | |
| Transweather2026.03 | 37.93 | 6.13 | 10.18 | |
| HINet2026.03 | 88.67 | 170.49 | 18.2 |