Unverified50% confidenceBenchmarkExact time

当面对50个最近邻工具且存在唯一正确工具时，Laya准确率骤降至31%，而Jev仍保持98%

1

Sources

50%

Confidence

Long-term

Relevance

10/5/2026

First Seen

Sources

System-1决策模型评测：快模型遇上严谨证据的真相

Related Entities

Layamodel Jevmodel

Related Claims

Unverified作者认为Laya目前在精度上略逊于Jev67% similar Unverified报告中门控准确率58%被误当成端到端质量，而真实端到端质量为98%66% similar UnverifiedJCE所谓的'可靠'实际只有约60%的准确率，因误差累积连续5步后整体成功率仅剩约7.8%65% similar Unverified在LongMemEval基准测试中，20个chunk时BM25与嵌入方案收敛于约95%准确率64% similar VerifiedINT8量化约损失0.5%精度、显存减半，INT4量化显存压缩至原来的1/4、精度损失约1-3%63% similar

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