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GEPA is an automatic prompt optimization method that combines evolutionary computation with multi-objective optimization, selecting optimal prompts through Pareto frontier criteria.
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9/24/2026
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UnverifiedGIPA同时优化正确性、流程符合度、简洁度等多个目标,维护帕雷托前沿67% similarUnverifiedThe study compared two prompting approaches: expert handcrafted prompts and prompts optimized by the Genetic-Pareto Algorithm (GEPA).66% similarUnverifiedThe core evaluation metric for GEC tasks, F0.5, weights precision more heavily than recall.65% similarUnverifiedUnder the test configuration used, GEPA-optimized prompts did not systematically outperform expert handcrafted prompts.63% similarUnverifiedGAIA由Meta提出,专门评测Agent的真实世界问答和工具使用能力,要求通过多步骤搜索、计算和推理得出答案63% similar
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