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Papers Benchmarks Datasets Tasks

Andes dataset and benchmarks · SOTA2 Research

Research Datasets

Andes

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Optimal adjustment set identification

ANDES

69,290CI Tests (x10^3)

6

Andes

85Structural Hamming Distance (SHD)

6

DAG Structure Learning

Andes

87Directed Edge F1

6

Causal Discovery

andes

149SHD

4

Probabilistic Model Checking

andes bnlearn

1Min Time (s)

1

Popular tasks

Causal Discovery DAG learning DAG structure learning Probabilistic Model Checking Optimal adjustment set identification

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