Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Gemini 3.5 Flash. Procedural Graph achieves full survival rate of 0.0% (vs baseline 0.0%) and average lifespan of 40.62 months (vs baseline 33.58 months).

Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Gemini 3.5 Flash. Procedural Graph achieves full survival rate of 0.0% (vs baseline 0.0%) and average lifespan of 40.62 months (vs baseline 33.58 months). · CiteArk

测量结果

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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
configuration: Baseline	0%	—	尚未评估
configuration: Baseline	33.58 months	—	尚未评估
configuration: Baseline	28.59 million_usd	—	尚未评估
configuration: Baseline	100%	—	尚未评估
configuration: Baseline	0%	—	尚未评估
configuration: Baseline	0%	—	尚未评估
configuration: Baseline	18.94 calls_per_month	—	尚未评估
configuration: Baseline	0 million_usd	—	尚未评估
configuration: RAP (Kagaya et al., 2024)	0%	—	尚未评估
configuration: RAP (Kagaya et al., 2024)	34.04 months	—	尚未评估
configuration: RAP (Kagaya et al., 2024)	28.75 million_usd	—	尚未评估
configuration: RAP (Kagaya et al., 2024)	100%	—	尚未评估

Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Gemini 3.5 Flash. Procedural Graph achieves full survival rate of 0.0% (vs baseline 0.0%) and average lifespan of 40.62 months (vs baseline 33.58 months).

报告指标与观测值

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测量结果