The trained Researcher usually stops well before the 20-round limit. At least 82.80% stop within five rounds on LoCoMo, LongMemEval and NarrativeQA; HotpotQA needs longer exploration. Budget exhaustion ranges from 0.00% to 4.70%.

The trained Researcher usually stops well before the 20-round limit. At least 82.80% stop within five rounds on LoCoMo, LongMemEval and NarrativeQA; HotpotQA needs longer exploration. Budget exhaustion ranges from 0.00% to 4.70%. · CiteArk

测量结果

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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
benchmark: LoCoMo · maximumActionRounds: 20	95.58%	—	尚未评估
benchmark: LoCoMo · maximumActionRounds: 20	3.16 rounds/query	—	尚未评估
benchmark: LoCoMo · maximumActionRounds: 20	3 rounds/query	—	尚未评估
benchmark: LoCoMo · maximumActionRounds: 20	4 rounds/query	—	尚未评估
benchmark: LoCoMo · maximumActionRounds: 20	0%	—	尚未评估
benchmark: LongMemEval · maximumActionRounds: 20	82.8%	—	尚未评估
benchmark: LongMemEval · maximumActionRounds: 20	3.82 rounds/query	—	尚未评估
benchmark: LongMemEval · maximumActionRounds: 20	3 rounds/query	—	尚未评估
benchmark: LongMemEval · maximumActionRounds: 20	6 rounds/query	—	尚未评估
benchmark: LongMemEval · maximumActionRounds: 20	0.4%	—	尚未评估
benchmark: NarrativeQA · maximumActionRounds: 20	84%	—	尚未评估
benchmark: NarrativeQA · maximumActionRounds: 20	3.92 rounds/query	—	尚未评估

The trained Researcher usually stops well before the 20-round limit. At least 82.80% stop within five rounds on LoCoMo, LongMemEval and NarrativeQA; HotpotQA needs longer exploration. Budget exhaustion ranges from 0.00% to 4.70%.

报告指标与观测值

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测量结果