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Papers Benchmarks Datasets Tasks

SMAC dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

SMAC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-Agent Reinforcement Learning

SMAC 3s_vs_3z

93.5Dis-1

9

Multi-Agent Reinforcement Learning

SMAC 2s3z StarCraft II (test)

99.5Natural Acc

9

Multi-Agent Reinforcement Learning

SMAC 3s_vs_3z StarCraft II (test)

99.5Win Rate (Natural Baseline)

9

Multi-Agent Reinforcement Learning

SMAC 3m StarCraft II (test)

98.6Natural Performance

9

Multi-Agent Reinforcement Learning

SMAC MMM v1

99.7Natural Score

9

Multi-Agent Reinforcement Learning

SMAC 1c3s5z v1

99.1Natural Performance

9

Multi-Agent Reinforcement Learning

SMAC 8m v1

99.3Natural Performance

9

Multi-Agent Reinforcement Learning

SMAC 1c3s5z

99Success Rate (Dis-1)

9

Multi-Agent Reinforcement Learning

SMAC protoss_8v8 v2 (test)

44.8Win Rate

9

Multi-agent Reinforcement Learning

SMAC 25m v1 (test)

98.3Test Win Rate

9

Multi-agent Reinforcement Learning

SMAC MMM2 v1 (test)

81.4Win Rate

9

Multi-agent Reinforcement Learning

SMAC 1c3s5z v1 (test)

91.4Test Win Rate

9

Multi-agent Coordination

SMAC Zerg 5v6 v2

18Median Win Rate

9

Multi-agent Coordination

SMAC Terran 5v6 v2

10Median Win Rate

9

Multi-agent Coordination

SMAC Protoss 5v6 v2

8Median Win Rate

9

Multi-agent Coordination

SMAC Protoss 5v5 v2

57Median Win Rate

9

Multi-Agent Reinforcement Learning

SMAC MMM

92.7Win Rate (Dis-1)

9

Multi-Agent Reinforcement Learning

SMAC corridor v1 (test)

100Win Rate

9

Multi-Agent Reinforcement Learning

SMAC 3s5z_vs_3s6z v1 (test)

96.8Win Rate

9

Multi-Agent Reinforcement Learning

SMAC 2s_vs_1sc v1 (test)

100Win Rate

9

Terran task stream

SMAC v2 (Medium)

7.29Backward Transfer

8

Zerg task stream

SMAC v2 (Medium)

10.32Backward Transfer

8

Protoss task stream

SMAC Medium v2

8.59Backward Transfer

8

Stalker-zealot task stream

SMAC (Medium)

11.31Backward Transfer

8

Stalker-zealot task stream

SMAC (Expert)

21.65Backward Transfer

8

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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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