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Papers Benchmarks Datasets Tasks

SIM-G dataset and benchmarks · SOTA2 Research

Research Datasets

SIM-G

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Bivariate Causal Discovery

SIM-g

90Accuracy

23

Bivariate Causal Discovery

SIM-G

94.4AUROC

21

Cause-Effect Discovery

SIM-G

92Accuracy

16

Causal direction inference

SIM-G

68Accuracy

3

Causal Discovery

SIM-G

99AUROC

2

Causal Discovery

SIM-G

88AUDRC

1

Popular tasks

Causal Discovery Bivariate Causal Discovery Cause-Effect Discovery Causal direction inference

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