Benchmarking Compact VLMs for Clip-Level Surveillance Anomaly Detection Under Weak Supervision. - Kirill Borodin; Kirill Kondrashov; Nikita Vasiliev; Ksenia Gladkova; Inna Larina; Mikhail Gorodnichev; Grach Mkrtchian (J. Imaging, 2025)