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ResearchFormerly WizWand

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

27.5PSNRIG-Diff
13.678417.266720.85524.4433May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IG-DiffCategory=One-stage, Training=End-to-End2026.0527.50.938
DLNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0523.420.861
WeatherDiffCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0521.820.898
STLCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0520.520.803
MIRCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0519.780.741
GDNCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0519.460.769
STLCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0519.340.709
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=STL2026.0519.320.774
GDNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0518.590.8
DiTCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0518.350.739
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=GDN2026.0518.280.738
DMSCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0517.540.771
PaletteCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0516.120.563
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=DMS2026.0514.820.606
DMSCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0514.210.58