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Papers Benchmarks Datasets Tasks

Kuhn Poker dataset and benchmarks · SOTA2 Research

Research Datasets

Kuhn Poker

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Exploitability computation

256-Kuhn poker (full)

0.007Exploitability

30

Payoff prediction (Task A - Fixed)

Kuhn Poker

0.021MSE

10

Multi-Agent Strategic Reasoning

Kuhn Poker In-domain

65.6Success Rate

8

Payoff prediction (Task B)

Kuhn Poker

0.035MSE

6

Kuhn Poker

0.98Raw Reward

6

Solving Zero-Sum Partially Observable Stochastic Games (zs-POSGs)

Kuhn Poker

0.01Time

6

Agent identification

Kuhn Poker 500 eval agents

47.9Top-1 Accuracy

4

Agent identification

Kuhn Poker (eval)

47.9Top-1 Accuracy

4

Kuhn Poker FF Game (test)

0.009Exploitability

4

Kuhn Poker Standard (test)

0.013Exploitability

4

CFR solver performance

Kuhn poker

1.04Average Iteration Time

4

Best-response payoff prediction

Kuhn Poker

0.472Payoff (Best-Response)

3

Payoff prediction (Task C)

Kuhn Poker

0.036MSE

3

Payoff prediction (Task B - Pair)

Kuhn Poker

0.035MSE

3

Strategic game playing

Kuhn Poker (train)

44.49Win Rate

2

Popular tasks

Game Playing Agent Identification Strategic game playing Multi-Agent Strategic Reasoning Solving Zero-Sum Partially Observable Stochastic Games (zs-POSGs)

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