Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models

Sakshi Agarwal, Aishik Konwer, Ankit Parag Shah

Video Anomaly Detection (VAD) has traditionally been framed as binary classification or outlier detection, providing neither interpretable reasoning nor precise spatial localizatio…