Preprint Open access
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 …