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V. Murali

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Preprint Aug 2026

The 10th AI City Challenge

The 10th AI City Challenge, held with ECCV 2026, marks a decade of community benchmarking for intelligent transportation, smart cities, and physical AI with 325 registered teams, and participation from 26 countries and regions, up from 15.

Zheng-Hang Tang, Shuo Wang, David C. Anastasiu et al. · 8 citations · ⚡2
#artificial intelligence Preprint Sep 2026

VANTAGE-Bench: Evaluating the Infrastructure AI Gap in Vision-Language Models

As Vision-Language Models (VLMs) advance toward physical deployment, the focus has remained on action-oriented Embodied AI evaluated on subject-centric consumer video. This overlooks a pervasive class of Physical AI: Infrastructure AI, which relies on fixed cameras for open-loop insights like safety monitoring and oper...

Zaid Pervaiz Bhat, Nimra Nayyar, Arihant Jain et al. · 0 citations

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