Beyond Just Seeing: Drones Teach AI to 'Think' Like Structural Engineers

New research introduces DefectBench, a rigorous benchmark evaluating Large Multimodal Models (LMMs) for autonomous building inspection. It reveals LMMs excel at understanding structural pathologies but struggle with precise localization, while showing promise for zero-shot defect segmentation.