Low-light adverse weather restoration on LOL-Raindrop v1 (test)
26.03PSNRIG-Diff
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IG-DiffCategory=One-stage, Training=End-to-End2026.05 | 26.03 | 92.2 | |
| DLNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 20.48 | 85.1 | |
| MIRCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 20 | 78.4 | |
| STLCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 19.32 | 76.7 | |
| WeatherDiffCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 19.26 | 84.8 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=STL2026.05 | 18.98 | 78.8 | |
| DMSCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 18.3 | 73.8 | |
| PaletteCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 18.09 | 63.8 | |
| GDNCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 18.03 | 78.4 | |
| STLCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.05 | 17.68 | 70.7 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=GDN2026.05 | 17.6 | 72.4 | |
| DiTCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 17.57 | 69 | |
| GDNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 17.54 | 75.2 | |
| DMSCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.05 | 17.26 | 73.5 | |
| DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=DMS2026.05 | 16.36 | 67.1 |