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Papers Benchmarks Datasets Tasks

Syntren dataset and benchmarks · SOTA2 Research

Research Datasets

Syntren

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Causal Discovery

Syntren

34.4F1 Score

22

Causal Ordering

Syntren

33ODR

12

Edge Prediction

Syntren

80.1AUROC

9

Markov boundary discovery

SynTReN Real Semi-real network

68.36nDCG

7

Causal Discovery

SynTReN Real Semi-real

19SHD

6

Syntren

33SHD

5

Causal Structure Learning

SynTReN

22.4SHD

5

Causal Discovery

Syntren semi-synthetic d = 20

34.21E-SHD

5

Popular tasks

Causal Discovery Causal Structure Learning DAG learning Edge Prediction Markov boundary discovery

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