LightEMMA: A Longitudinal Evaluation of Vision-Language Models for Autonomous Driving

Zhijie Qiao, Haowei Li, Zhong Cao +1

Rapid advances in vision-language models (VLMs) have generated growing interest in their application to autonomous driving. A prevailing assumption is that successive VLM generatio…