Author

Yi-Lin Zhao

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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. Since its 2017 start with vehicle detection, classification, and tracking, the challenge has grown into a broad benchmark suite for multi-camera perception, multimodal...

Zhenghang Tang, Shuo Wang, David C. Anastasiu et al. · 8 citations · ⚡2

Preprint Aug 2026

From Detection to Understanding: TAR and TAR-Bench for Multi-Task Traffic Anomaly Reasoning

TAR and TAR-Bench serve as the official training and in-domain evaluation resources for AI City Challenge 2026 Track 3 and highlight persistent limitations in temporal precision and causal attribution.

Han Zhang, Yi-Lin Zhao, Zaid Pervaiz Bhat et al. · 1 citation