@article{autopilotvqabenchmarkingvisionlanguagemo, title = {AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding}, author = {Siddharth Damodharan and Radhika Gupta and Ali Alshami and Ryan Rabinowitz and Jugal Kalita}, year = {2026}, eprint = {2607.08745}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.08745}, }