AI RESEARCH
Focus on What Really Matters in Low-Altitude Governance: A Management-Centric Multi-Modal Benchmark with Implicitly Coordinated Vision-Language Reasoning Framework
arXiv CS.CV
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ArXi:2601.19640v2 Announce Type: replace Low-altitude vision systems are becoming a critical infrastructure for smart city governance. However, existing object-centric perception paradigms and loosely coupled vision-language pipelines are still difficult to management-oriented anomaly understanding required in real-world urban governance. To bridge this gap, we