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Multi-Agent Inventory Management research benchmarks · SOTA2 Research

Multi-Agent Inventory Management

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Inventory Management Average (test)

InvAgent (w/ step desc)

134.53Avg Relative Gap (Δ)

6

Feb 26, 2026

Inventory Management Inc-Uni (test)

InvAgent (w/ strategy)

151.51Relative Gap

6

Feb 26, 2026

Inventory Management Inc-Div (test)

AIM-RM (w/ RL log)

104.13Relative Gap (Δ)

6

Feb 26, 2026

Inventory Management Dec-Uni (test)

InvAgent (w/o strategy)

177.78Relative Gap

6

Feb 26, 2026

Inventory Management Dec-Div (test)

InvAgent (w/ step desc)

48.8Relative Gap (Δ)

6

Feb 26, 2026

Inventory Management Const-Uni (test)

InvAgent (w/ step desc and SS strategy)

0Relative Gap (Delta)

6

Feb 26, 2026

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