Across nine vision-language models, performance collapses when chemical composition is held out, but the reported magnitude and internal consistency of this collapse are not supported by the paper's own tables.
Theory and simulation of crystal growth,
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Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning
Across nine vision-language models, performance collapses when chemical composition is held out, but the reported magnitude and internal consistency of this collapse are not supported by the paper's own tables.