Unverified50% confidenceBenchmarkExact time

PGP-Clinical-TimeKAN在名义50%、80%、95%置信水平下的经验覆盖率分别为0.533、0.831和0.958

1

Sources

50%

Confidence

Long-term

Relevance

9/11/2026

First Seen

Sources

PGP-Clinical-TimeKAN：多变量生理指标联合预测框架详解

Related Entities

PGP-Clinical-TimeKANproduct

Related Claims

Unverified相比确定性TimeKAN模型，PGP-Clinical-TimeKAN的MAE降低了0.52%70% similar Unverified传统LLM推理中KV缓存的实际利用率往往不足50%，PagedAttention可提升至接近100%64% similar Unverified假设每步成功率为95%，在一个50步会话中整体成功率约为0.95^50≈8%63% similar Unverified当前顶级模型的单步准确率约在90%至95%之间63% similar Unverified盖洛普民调的标准误差通常控制在±3-4个百分点,置信度达95%62% similar

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