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Joint camera-illumination control on Real in-the-wild videos (test)

0.623Aesthetic ScoreLight-X
0.5710.58450.5980.6115Dec 4, 2025

Evaluation results

MethodLinks
Light-X2025.120.623101.062.0070.989————1.83
LAV+TCcomponents=Light-A-Video + TrajectoryCrafter2025.120.596144.615.0270.98785.189.388.887.54.33
TL-Freetype=Training-free baseline2025.120.595122.733.3560.9878889.288.288.25.5
TC+LAVcomponents=TrajectoryCrafter + Light-A-Video2025.120.574138.894.3270.9868684.488894.33
TC+IC-Lightcomponents=TrajectoryCrafter + IC-Light2025.120.573—6.5580.97689.391.788.388.53.25