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MaCBench: Probing the limitations of multimodal language models for chemistry and materials research

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MaCBench is a comprehensive benchmark for evaluating how vision-language models handle real-world chemistry and materials science tasks across three core aspects: data extraction, experimental understanding, and results interpretation. The dataset comprises over 1100 high-quality

Domain
Knowledge
License
mit
Published
May 2026
Notable for
Benchmark for evaluating Knowledge.

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What is MaCBench: Probing the limitations of multimodal language models for chemistry and materials research?
MaCBench is a comprehensive benchmark for evaluating how vision-language models handle real-world chemistry and materials science tasks across three core aspects: data extraction, experimental understanding, and results interpretation. The dataset comprises over 1100 high-quality
What license is MaCBench: Probing the limitations of multimodal language models for chemistry and materials research under?
MaCBench: Probing the limitations of multimodal language models for chemistry and materials research is available under mit.