Preprint Open access
MatToolBench: Benchmarking Multimodal Agents in Real-World Materials Science Workflows
Multimodal GUI agents have achieved impressive results on general software benchmarks, yet their ability to operate professional scientific software remains largely unexplored. In materials science, sparse domain-specific web data, specialized interfaces, and tacit workflow conventions create blind spots that general-p …