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ResearchFormerly WizWand

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

26.03PSNRIG-Diff
15.973218.584121.19523.8059May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IG-DiffCategory=One-stage, Training=End-to-End2026.0526.0392.2
DLNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0520.4885.1
MIRCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.052078.4
STLCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0519.3276.7
WeatherDiffCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0519.2684.8
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=STL2026.0518.9878.8
DMSCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0518.373.8
PaletteCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0518.0963.8
GDNCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0518.0378.4
STLCategory=Two-stage, Pipeline=Restoration -> Enhancement, Enhancement Module=DLN2026.0517.6870.7
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=GDN2026.0517.672.4
DiTCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0517.5769
GDNCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0517.5475.2
DMSCategory=One-stage, Training=Retrained on dataset (End-to-End)2026.0517.2673.5
DLNCategory=Two-stage, Pipeline=Enhancement -> Restoration, Restoration Module=DMS2026.0516.3667.1