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Granger Causal Discovery research benchmarks · SOTA2 Research

Granger Causal Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VAR (20,500,20)

0.976AUROC

16

Jun 12, 2026

0.829Gene 1 Score

8

Jun 12, 2026

Lorenz (40, 1000, 20)

93.9AUROC

8

Jun 12, 2026

Lorenz(20,1000,10)

98.6AUROC

8

Jun 12, 2026

VAR (40,1000,20)

95.3AUROC

8

Jun 12, 2026

98.9AUROC

8

Jun 12, 2026

Popular datasets

VAR Lorenz DREAM

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