Yongxi Zhou
1 indexed paper
Recent (6 mo)
1With code
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126
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ML×1AI×1Software Eng.×1
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2026
Accuracy, Stability, and Repeated-Run Reliability of Large Language Models on Deterministic Programming Tasks
The paper demonstrates that standard LLM evaluation metrics overestimate performance because they fail to account for the stability of outcomes, showing a significant gap between reported pass rates and actual retry-free coverage.
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