GridVAD: Open-Set Video Anomaly Detection via Spatial Reasoning over Stratified Frame Grids

Mohamed Eltahir, Ahmed O. Ibrahim, Obada Siralkhatim +2

Vision-Language Models (VLMs) are powerful open-set reasoners, yet their direct use as anomaly detectors in video surveillance is fragile: without calibrated anomaly priors, they a…