Are VLMs Ready for Lane Topology Awareness in Autonomous Driving?

Xin Chen, Jia He, Maozheng Li +5

Vision-Language Models (VLMs) have recently shown remarkable progress in multimodal reasoning, yet their applications in autonomous driving remain limited. In particular, the abili…