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ResearchFormerly WizWand

Low-light adverse weather restoration on LOL-Rain v1 (test)

27.54PSNRIG-Diff
15.247218.438621.6324.8214May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IG-DiffCategory=One-stage, Training=End-to-End2026.0527.5490.3
WeatherDiffCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0523.7687.3
DLNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0521.4380.8
GDNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0520.3177.8
GDNCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0519.5364.2
STLCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0519.3272.3
STLCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0519.0867.2
MIRCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.051969.6
PaletteCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0518.9163
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=STL2026.0518.8866.9
DMSCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0518.1673.2
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=GDN2026.0518.0861.6
DiTCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0516.9461
DMSCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0516.1464.7
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=DMS2026.0515.7261.9