PolyBridgeBench: Benchmarking Multimodal LLMs for Physics-Grounded Bridge Design

Zicheng Zhao, Dongyin Chen, Rui Xu +1

Multimodal large language models, or MLLMs, perform well at visual understanding and structured generation, yet these capabilities do not establish whether an engineering design wi…