Unverified50% confidenceBenchmarkExact time
Fan团队探索性能上界实验发现，理想情况下计算量FLOPs可减少75倍，同时准确率提升1.1%
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50%
Confidence
Medium-term (~90 days)
Relevance
7/15/2026
First Seen
Valid until: 10/13/2026
Sources
Related Claims
Unverified探索性能上界实验发现现有验证粒度并非最优，理想情况下计算量（FLOPs）可减少75倍，同时准确率提升1.1%85% similarUnverified蒙特卡洛方法的收敛速度为O(1/√N)，精度每提高一个数量级需要样本量增加百倍66% similarUnverified在CLINC150基准测试上，80条微调数据可使向量路由达到85.9%的准确率，完整fine-tune可达96%以上65% similarUnverifiedRAG多环节流水线存在乘法效应，每个环节达到95分，几个环节相乘后准确率会跌至不足60分65% similarUnverifiedLID切换点准确率通常比非切换点LID准确率低10-20个百分点65% similar
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