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Local Causal Discovery research benchmarks · SOTA2 Research

Local Causal Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Linear Gaussian 400 nodes

2.75Number of CI tests (x10^3)

7

Apr 1, 2026

Linear Gaussian 200 nodes

1.37CI Test Count (x10^3)

7

Apr 1, 2026

Linear Gaussian 100 nodes

750CI Test Count (x10^3)

7

Apr 1, 2026

Linear Gaussian 800 nodes

6.53CI Tests (x10^3)

6

Apr 1, 2026

Linear Gaussian 600 nodes

4.39Number of CI Tests (x10^3)

6

Apr 1, 2026

Synthetic Binary Data 1000 nodes, nD=10000, avg_d=2, max_d=10

4,710CI Test Count (x10^3)

5

Apr 1, 2026

Linear Gaussian 1000 nodes

8.2CI Tests (x10^3)

5

Apr 1, 2026

Popular datasets

Linear Gaussian Synthetic Binary Data

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