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SMAC

Benchmarks

TaskDatasetSOTA resultTrendResults

Multi-Agent Reinforcement Learning

SMAC (test)

100Win Rate (1c3s5z)

63

Multi-Agent Reinforcement Learning

SMAC v2 (test)

84Win Rate (Protoss 5 Units)

35

Multi-Agent Reinforcement Learning

SMAC

99.7Win Rate (3m)

34

Exposure Intensity evaluation

SMAC II 1c3s5z (test)

2.1Exposure Intensity

24

Exposure Intensity evaluation

SMAC MMM v2 (test)

3.03Exposure Intensity

24

Exposure Intensity evaluation

SMAC II 8m v2 (test)

2.2Exposure Intensity

24

Exposure Intensity evaluation

SMAC II 1c3s6z vs 1c3s5z v2 (test)

2.45Exposure Intensity

24

Adversary Reward

SMAC 1c3s5z II

18.87Adversary Reward

24

Adversary Reward

SMAC MMM II

19.16Adversary Reward

24

Adversary Reward

SMAC 8m II

17.07Adversary Reward

24

Adversary Reward

SMAC 1c3s6z vs 1c3s5z II

19.41Adversary Reward

24

Multi-Agent Reinforcement Learning

SMAC 3m

99.9Win Rate

19

Multi-Agent Reinforcement Learning

SMAC Avg. v1

1.006Normalized Win Rate

18

Multi-Agent Reinforcement Learning

SMAC 6h* v1

104.9Normalized Win Rate

18

Multi-Agent Reinforcement Learning

SMAC 3s5z v1

99.4Normalized Win Rate

18

Multi-Agent Reinforcement Learning

SMAC 2s3z v1

100.2Normalized Win Rate

18

Multi-Agent Reinforcement Learning

SMAC 3m v1

100.9Normalized Win Rate

18

Multi-Agent Reinforcement Learning

SMAC maps

595m_vs_6m Score

18

Multi-agent Coordination

SMAC 1o10b_vs_1r

65Win Rate

16

Multi-agent reinforcement learning

SMAC 5v5 full 3x5 grid v2

81Win Rate (Protoss)

15

Multi-Agent Reinforcement Learning

SMAC terran_10v10 v2 (test)

36.4AUC

15

Multi-Agent Reinforcement Learning

SMAC corridor v2

79.2Win Rate

15

Multi-Agent Reinforcement Learning

SMAC 5m_vs_6m v2

53.9Win Rate

15

Multi-Agent Reinforcement Learning

SMAC 3s5z vs 3s6z v2

0.801Win Rate

15

Multi-Agent Reinforcement Learning

SMAC 3m to 8m

100Final Win Rate

13