The paper reports lower average inference time than TC-RAG and downstream results on MedQA, DeepResearch Bench, ALFWorld, and WebShop.

The paper reports lower average inference time than TC-RAG and downstream results on MedQA, DeepResearch Bench, ALFWorld, and WebShop. · CiteArk

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保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
hardware: NVIDIA A800 server · aggregation: average · model_variant: Qwen2.5-3B	10.15 seconds	—	尚未评估
hardware: NVIDIA A800 server · aggregation: average · model_variant: Qwen2.5-3B	11.86 seconds	—	尚未评估
judge: Qwen2.5-72B · dataset: MedQA test · model_variant: Qwen2.5-7B-Instruct	87 percentage_points	—	尚未评估

报告指标与观测值