PhysFieldBench: Can Multimodal Models Understand Physical Fields?

arXiv:2609.34072v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) are increasingly envisioned as core components of scientific and engineering agents, yet their ability to interpret physical fields remains poorly understood. Existing phy