GeoDrive-Bench: Benchmarking Region-Specific Multimodal Reasoning in Autonomous Driving

Yingzi Ma, Chaowei Xiao, Ming Jiang

Vision-language models (VLMs) for autonomous driving have shown promising performance, but their ability to handle region-specific traffic rules remains underexplored, raising unce…