Unverified70% confidenceFactTime unknown
自我一致性(Self-Consistency)方法由Xuezhi Wang等人提出,在GSM8K等数学推理基准测试中将准确率提升了10%以上
2
Sources
70%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
GitHub 7万星:提示工程、RAG与AI Agent最全开源学习指南
githubdair-ai
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Unverified在GSM8K数学推理基准上,Self-Consistency相比单次贪婪解码可将准确率提升约17个百分点78% similarUnverifiedSelf-Consistency通过多次采样推理路径后投票取多数答案,可进一步提升准确率约5-10个百分点73% similarUnverified自洽性在GSM8K等数学推理基准上能带来5-20个百分点的提升69% similarUnverified在 GSM8K 等数学基准上,PAL 和 PoT 相比纯思维链可将准确率提升 10-20 个百分点68% similarUnverified研究数据表明,在数学竞赛级别问题上,启用深度推理的模型准确率可从不足30%提升至80%以上66% similar
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