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Papers Benchmarks Datasets Tasks

Multi-agent Decision Making research benchmarks · SOTA2 Research

Multi-agent Decision Making

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Small-world Topology

Cooperative-Kripke

120Total Recovery Time

15

Feb 26, 2026

Cooperative-Kripke

150Total Recovery Time

15

Feb 26, 2026

SMAC 9m_vs_11m unseen (test)

76.44Win Rate

3

Feb 26, 2026

SMAC 3s5z_vs_3s7z (test)

22.08Win Rate

3

Feb 26, 2026

SMAC 3s4z unseen (test)

90.21Win Rate

3

Feb 26, 2026

SMAC 6m_vs_7m unseen (test)

81.07Win Rate

3

Feb 26, 2026

SMAC 1c2s7z unseen (test)

28.26Win Rate

3

Feb 26, 2026

SMAC 1c3s6z (unseen test)

65.38Win Rate

3

Feb 26, 2026

SMAC 3s2z_vs_2s3z unseen (test)

18.22Win Rate

3

Feb 26, 2026

SMAC 1c_vs_32zg unseen (test)

58.33Win Rate

3

Feb 26, 2026

SMAC 6m unseen (test)

97.85Win Rate

3

Feb 26, 2026

SMAC 1c3s unseen (test)

56.47Win Rate

3

Feb 26, 2026

Popular datasets

SMAC Ring Topology Small-world Topology

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