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VANGUARD: LLM-Powered Video Anomaly Detection with Reasoning

VANGUARD, a new framework, unifies video anomaly detection with interpretable chain-of-thought reasoning and precise spatial grounding, achieving 94% ROC-AUC on UCF-Crime.

May 6, 2026 6 min read Siegfried Kamgo

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VANGUARD: LLM-Powered Video Anomaly Detection with Reasoning