Beyond Static Artifacts: A Forensic Benchmark for Video Deepfake Reasoning in Vision Language Models. - Zheyuan Gu; Qingsong Zhao; Yusong Wang; Zhaohong Huang; Xinqi Li; Cheng Yuan; Jiaowei Shao; Chi Zhang; Xuelong Li (CoRR, 2026)