Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Causal Discovery research benchmarks – Page 19 · SOTA2 Research

Causal Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Polynomial DAG d=10 synthetic

17.9SHD (D)

2

Feb 26, 2026

Sigmoidal DAG d=10 synthetic

15.6SHD (Dataset D)

2

Feb 26, 2026

92AUDRC

1

Apr 8, 2026

88AUDRC

1

Apr 8, 2026

90AUDRC

1

Apr 8, 2026

97AUDRC

1

Apr 8, 2026

95AUDRC

1

Apr 8, 2026

100AUDRC

1

Apr 8, 2026

100AUDRC

1

Apr 8, 2026

100AUDRC

1

Apr 8, 2026

85Accuracy

1

Apr 8, 2026

77Accuracy

1

Apr 8, 2026

PISA OECD trends 2022

—

—Primary metric

0

Jun 19, 2026

SARS-CoV-2 RS vs. CW

—

—Primary metric

0

Mar 6, 2026

Sparse Processes

—

—Primary metric

0

Mar 6, 2026

1D Skew-tent Maps

—

—Primary metric

0

Mar 6, 2026

—

—Primary metric

0

Mar 6, 2026

Delayed Bit-flip

—

—Primary metric

0

Mar 6, 2026

Erdős-Rényi Avg Deg 20

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 18

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 16

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 14

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 12

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 10

—

—Primary metric

0

Feb 26, 2026

Erdős-Rényi Avg Deg 8

—

—Primary metric

0

Feb 26, 2026

Page 19 of 20

Popular datasets

Erdős-Rényi Synthetic Sachs CauseMe Synthetic Scenario

Follow for updates

Join SOTA2 Contact