SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with Large Models. - Bo Liu; Pengfei Qiao 003; Minhan Ma; Xuange Zhang; Yinan Tang; Peng Xu; Kun Liu; Tongtong Yuan (CoRR, 2025)