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Paper · arXiv

VeriScene: Reconstructing Crime Scenes from Legal Evidence via World-Model Agent

World models take multimodal inputs like text, photos, and diagrams to generate dynamic scenes in accordance with the laws of physics, thus opening a compelling application: fusing multimodal legal evidence to re-create a crime scene and re-enact how an offence could have been committed. However, feeding the raw, unorganized evidence into a world model fails in forensic use: it silently drops evidence, glosses over contradictory testimony, and produces motion that violates the evidentiary record. This paper presents VeriScene, an agent that orchestrates the world model: it reconstructs crime scenes from forensic photographs and witness statements of varying reliability, keeping every clai...

AuthorsKevin Chuanpu Fu, Yongsen Zheng, Zee Kin Yeong et al.
Primary categorycs.CV
Published8 September 2026
Last updated at source8 September 2026
cs.CVcs.CR
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