RiskCueBench: Benchmarking Anticipatory Reasoning from Early Risk Cues in Video-Language Models
With the rapid growth of video centered social media, the ability to anticipate risky events from visual data is a promising direction for ensuring public safety and preventing real world accidents. Prior work has extensively studied supervised video risk assessment across domains such as driving, protests, and natural disasters....