From Perception to Prediction and Intervention: Benchmarking Proactive Video Assistants in Real-Life Scenarios

Boyu Cui, Junhao Luo, Zhihao Wang +5

Recent multimodal large language models have advanced video understanding, but existing benchmarks mainly evaluate whether models can interpret observed visual content. In real-wor…