Low-light adverse weather restoration on LOL-Rain v1 (test)
27.54PSNRIG-Diff
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IG-DiffCategory=One-stage, Training=End-to-End2026.05 | 27.54 | 90.3 | |
| WeatherDiffCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 23.76 | 87.3 | |
| DLNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 21.43 | 80.8 | |
| GDNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 20.31 | 77.8 | |
| GDNCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 19.53 | 64.2 | |
| STLCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 19.32 | 72.3 | |
| STLCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 19.08 | 67.2 | |
| MIRCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 19 | 69.6 | |
| PaletteCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 18.91 | 63 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=STL2026.05 | 18.88 | 66.9 | |
| DMSCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 18.16 | 73.2 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=GDN2026.05 | 18.08 | 61.6 | |
| DiTCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 16.94 | 61 | |
| DMSCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 16.14 | 64.7 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=DMS2026.05 | 15.72 | 61.9 |