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#artificial intelligence Preprint Sep 2026

PolyBridgeBench: Benchmarking Multimodal LLMs for Physics-Grounded Bridge Design

PolyBridgeBench, an executable benchmark for multimodal bridge design, is introduced, an executable benchmark for multimodal bridge design that returns temporal visual evidence from the failed rollout and evaluates repair under a fixed interaction budget.

Zi-Cheng Zhao, Dong Chen, Rui Xu et al. · 0 citations

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