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Xue Xia

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Conference Open access 2026

MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding

We introduce MMSciCode, a comprehensive expert-level, multilingual multi-discipline benchmark for evaluating foundation models in scientific code generation. It includes 624 expert-annotated research coding problems spanning six core scientific disciplines. Compared to prior benchmarks, MMSciCode features three key adv...

Xue Xia, Zheyuan Yang, Arman Cohan et al. · 1 citation

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