Author

Youjin Deng

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Preprint Aug 2026

SciCode-Verified: How Benchmark Defects Underestimated the Scientific-Coding Ability of Language Models

State-of-the-art models are far more proficient in scientific coding than SciCode has suggested---the bottleneck was not model capability, but the quality of the evaluation instrument.

Sihan Hu, Lyuhan Huang, Youjin Deng et al. · 0 citations