@article{drivelmmo1astepbystepreasoningdataset, title = {DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding}, author = {Ayesha Ishaq and Jean Lahoud and Ketan More and Omkar Thawakar and Ritesh Thawkar and Dinura Dissanayake and Noor Ahsan and Yuhao Li and Fahad Shahbaz Khan and Hisham Cholakkal and Ivan Laptev and Rao Muhammad Anwer and Salman Khan}, year = {2025}, eprint = {2503.10621}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.10621v1}, }