From Sports to Safety: Benchmarking Proactive Risk Inference in MLLMs

Jiawei Qiu, Yichen Xu, Jianzhe Ma +5

Timely anticipation of physical hazards is essential for real-world safety, yet existing MLLM evaluations focus on harmful content or general risks, leaving proactive physical haza…