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

GeoDrive-Bench: Benchmarking Region-Specific Multimodal Reasoning in Autonomous Driving arXiv:2606.02774v1 Announce Type: new Abstract: Vision-language models (VLMs) for autonomous driving have shown promising performance, but their ability to handle region-specific traffic rules remains underexplored, raising uncertainties about their deployment across diverse global settings. We therefore introduce GeoDrive-Bench, a novel benchmark that enables the systematic investigation of VLMs' geo-cultur