FrontierMat: Benchmarking Language Models at the Frontier of Materials R&D.

arXiv:2610.41162v1 Announce Type: new Abstract: To accelerate materials discovery, language models must be able to address problems at the research frontier. Yet textbook- and examination-derived benchmarks primarily assess established knowledge, leaving perfo