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Matrix game dataset and benchmarks · SOTA2 Research

Research Datasets

Matrix game

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Zero-Shot Coordination

Matrix Game Differentiated

91.65Coordination Efficiency (η)

12

Zero-Shot Coordination

Matrix Game Uniform

90Coordination Efficiency (η)

12

Image-to-Video Generation

Matrix-Game 2.0

0.897I2V Subject

6

Interactive Video Generation

Matrix-Game 3.0

18.84Self PSNR

5

Value function estimation

Matrix Game B v1 (test)

6.2Q1 Value (A)

4

Multi-objective offline reinforcement learning

Two-agent offline matrix game

—Primary metric

0

Popular tasks

Zero-shot Coordination Image-to-Video Generation Interactive Video Generation Multi-objective offline reinforcement learning Value function estimation

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