DUAL-VAD: Dual Benchmarks and Anomaly-Focused Sampling for Video Anomaly Detection

Seoik Jung, Taekyung Song, Joshua Jordan Daniel +2

Video Anomaly Detection (VAD) is critical for surveillance and public safety. However, existing benchmarks are limited to either frame-level or video-level tasks, restricting a hol…