Evaluation of Safety Cognition Capability in Vision-Language Models for Autonomous Driving

Enming Zhang, Peizhe Gong, Xingyuan Dai +3

Ensuring the safety of vision-language models (VLMs) in autonomous driving systems is of paramount importance, yet existing research has largely focused on conventional benchmarks…