@article{nuscenesspatialqaaspatialunderstanding, title = {NuScenes-SpatialQA: A Spatial Understanding and Reasoning Benchmark for Vision-Language Models in Autonomous Driving}, author = {Kexin Tian and Jingrui Mao and Yunlong Zhang and Jiwan Jiang and Yang Zhou and Zhengzhong Tu}, year = {2025}, eprint = {2504.03164}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.03164v1}, }