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CaSiNo dataset and benchmarks · SOTA2 Research

Research Datasets

CaSiNo

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Bargaining Allocation

CaSiNo

100IR (%)

8

Opponent priority-ordering prediction

CaSiNo (5-fold CV)

53.84EMA

5

Opponent modeling

CaSiNo (External)

53.84EMA

5

CaSiNo

1IR

3

Negotiation performance and belief calibration

CaSiNo native (held-out dialogues)

0.947Accept-F1

3

CaSiNo (test)

1IR

1

Negotiation Comprehension & Simulation

Augmented CaSiNo

60Success Rate (Simple Tasks)

1

Mental State Inference

Augmented CaSiNo

40Accuracy

1

Joint Outcome & Utility Prediction

CaSiNo

95.5Accuracy

1

Opponent priority-ordering prediction

CaSiNo (150-dialogue held-out split)

37.3EMA

1

Popular tasks

Negotiation Opponent priority-ordering prediction Mental State Inference Bargaining Allocation Opponent modeling

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