@article{pdbevalanevaluationoflargemultimodalmode, title = {PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior}, author = {Junda Wu and Jessica Echterhoff and Kyungtae Han and Amr Abdelraouf and Rohit Gupta and Julian McAuley}, year = {2025}, eprint = {2507.18447}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.18447}, }