DUDA-Bench: Benchmarking LLM Agents on Multimodal Data-Driven Urban Diagnosis
Urban diagnosis integrates heterogeneous observations to identify urban problems, localize affected areas, and investigate contributing factors, informing evidence-based urban planning and management. However, its reliance on labor-intensive, case-specific expert workflows limits scalability and reuse, motivating the e...
Yizhi Song, Hang Ni, Wei-Jiao Zhang et al.
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