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Liar's Dice dataset and benchmarks · SOTA2 Research

Research Datasets

Liar's Dice

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Opponent-adaptive strategy selection

Liar's Dice 450-agent library (50 held-out opponents)

0.538Mean Payoff

7

Agent identification

Liar’s Dice (500 eval agents)

89.5Top-1 Accuracy

4

CFR solver performance

Liar's dice

1.31Average Iteration Time (s)

4

Payoff prediction (Task A - Fixed)

Liar's Dice

0.015MSE

3

Payoff prediction (Task B - Pair)

Liar's Dice

0.041MSE

2

Counterfactual Regret Minimization

Liar's dice

1.5Speedup

1

Head-to-Head Evaluation

Liar's Dice

0.01Utility vs MMD

1

Popular tasks

Head-to-Head Evaluation Counterfactual Regret Minimization CFR solver performance Agent Identification Payoff prediction (Task A - Fixed)

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