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Papers Benchmarks Datasets Tasks

SMAC dataset and benchmarks – Page 7 · SOTA2 Research

Research Datasets

SMAC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Cooperative Multi-Agent Reinforcement Learning

SMAC 6hvs8z SH

21Mean Success Rate

6

Cooperative Multi-Agent Reinforcement Learning

SMAC Corridor (SH)

98Mean Success Rate

6

Cooperative Multi-Agent Reinforcement Learning

SMAC 5m_vs_6m Hard

0.24Mean Success Rate

6

Cooperative Multi-Agent Reinforcement Learning

SMAC 3s5z Hard

47Mean Success Rate

6

Multi-Agent Reinforcement Learning

SMAC corridor_2z_vs_24zg Ultra Hard (test)

11.1Averaged Score

6

Multi-Agent Reinforcement Learning

SMAC 26m_vs_30m Ultra Hard (test)

19.17Averaged Score

6

Multi-Agent Reinforcement Learning

SMAC MMM2 (7m2M1M vs 9m3M1M) Ultra Hard (test)

19.45Average Score

6

Multi-Agent Reinforcement Learning

SMAC MMM2 (7m2M1M vs 8m4M1M) Ultra Hard (test)

16.5Averaged Score

6

Multi-Agent Reinforcement Learning

SMAC 3s5z_vs_4s6z Ultra Hard (test)

19.65Averaged Score

6

Multi-Agent Reinforcement Learning

SMAC 6h_vs_9z Ultra Hard (test)

16Average Score

6

Multi-Agent Reinforcement Learning

SMAC Ultra Hard (test)

63.35MMM2 7m2M1M vs 8m4M1M Result

6

SMAC

100Win Rate

6

SMAC

100Win Rate

6

Multi-Agent Cooperative Control

SMAC 25m v1 (train)

100Win Rate

6

Multi-Agent Cooperative Control

SMAC 5m vs 6m v1 (train)

90.6Win Rate

6

Multi-Agent Cooperative Control

SMAC 8m v1 (train)

100Win Rate

6

Multi-Agent Reinforcement Learning

SMAC MMM2 (test)

20.9Average Score

6

Multi-Agent Reinforcement Learning

SMAC 5m_vs_6m (test)

18.96Test Return

6

Multi-Agent Reinforcement Learning

SMAC 2c_vs_64zg (test)

20.45Test Return

6

Multi-Agent Reinforcement Learning

smac 1o_10b_vs_1r

89Test Win Rate

5

Multi-Agent Reinforcement Learning

SMAC zerg_10_vs_11 v2

14.61Mean Return

5

Multi-Agent Reinforcement Learning

SMAC terran_10_vs_11 v2

13.98Mean Return

5

Multi-Agent Reinforcement Learning

SMAC protoss_10_vs_11 v2

15.23Mean Return

5

Multi-Agent Reinforcement Learning

SMAC zerg_5_vs_5 v2

14.33Mean Return

5

Multi-Agent Reinforcement Learning

SMAC protoss_5_vs_5 v2

17.03Mean Return

5

Page 7 of 12

Popular tasks

Multi-Agent Reinforcement Learning Multi-Agent Cooperative Control Multi-agent Micromanagement Cooperative Multi-Agent Reinforcement Learning Offline Multi-Agent Reinforcement Learning

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