Five suggestions for OpenAI's strongest contender Anthropic: a review of the right big models

使用中心极限定理(CLT)评估模型时,报告标准误差(SEM)和置信区间,减少“运气好”对结果的影响;对于相关问题聚类,采用聚类标准误差,避免低估误差并误导结果;通过配对差异分析和效力分析精确评估模型间差异,优化问题数量和统计功效,确保评测结果的可靠性。

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