Author

S. Damodharan

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Jul 2026

AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

The AUTOPILOT-VQA benchmark provides a standardized benchmark for assessing the reliability of autonomous driving systems in different scenarios and support developments for more interpretable, robust, and safety-conscious vision-language systems for real-world autonomous driving.

S. Damodharan, Radhika Gupta, Ali K. AlShami et al. · arXiv.org · 0 citations