PolyBridgeBench: Benchmarking Multimodal LLMs for Physics-Grounded Bridge Design.

arXiv:2609.21493v1 Announce Type: new Abstract: Multimodal large language models, or MLLMs, perform well at visual understanding and structured generation, yet these capabilities do not establish whether an engineering design will work when executed. Existing