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Papers Benchmarks Datasets Tasks

Causal Discovery research benchmarks – Page 20 · SOTA2 Research

Causal Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Erdős-Rényi Avg Deg 6

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 4

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 2

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 12

—

—Primary metric

0

Feb 26, 2026

bnlearn Aggregate summary (test)

—

—Primary metric

0

Feb 26, 2026

fMRI simulated data Avg Deg 10 1.0 (test)

—

—Adj Pre

0

Feb 26, 2026

Scale-free synthetic data Avg Deg 20 1.0 (test)

—

—Adjacency Precision

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 20 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 18 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 16 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 14 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables Avg Deg 12 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 10 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 8 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 6 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 4 (synthetic)

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi 100 variables, Avg Deg 2 (synthetic)

—

—Primary metric

0

Feb 26, 2026

fMRI simulated data

—

—Adjacency Precision

0

Feb 26, 2026

Pittsburgh Bridges (full)

—

—Primary metric

0

Feb 26, 2026

Tübingen Cause-Effect Pairs 12/20/2017 (test)

—

—Primary metric

0

Feb 26, 2026

Abalone Dataset

—

—Primary metric

0

Feb 26, 2026

Page 20 of 20

Popular datasets

Erdős-Rényi Synthetic Sachs CauseMe Synthetic Scenario

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