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Equilibrium Computation research benchmarks · SOTA2 Research

Equilibrium Computation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Polymatrix Games

-0.222Last-iterate Exploitability

96

Jun 23, 2026

10D payoff benchmark (val)

5.614Validation AUC

5

May 29, 2026

3D payoff benchmark (val)

4.86AUC

5

May 29, 2026

Concave Utilities

Daskalakis et al. (2025)

2,025Algorithmic Complexity Result

3

May 19, 2026

Concave Quadratic Utilities

Daskalakis et al. (2025)

2,025Complexity Result Reference

3

May 19, 2026

Multilinear Utilities

Zhang et al. (2025b)

2,025Complexity Class

2

May 19, 2026

Popular datasets

Multilinear Utilities Concave Quadratic Utilities Concave Utilities 3D payoff benchmark payoff

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