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Transfer Entropy Estimation research benchmarks · SOTA2 Research

Transfer Entropy Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70-dimensional linear stacking linear Gaussian system, Y → X, T=10000

4.86Estimated TE

24

Apr 10, 2026

70-dimensional linear stacking linear Gaussian system, X → Y, T=10000

6.94Estimated TE

24

Apr 10, 2026

70-dimensional redundant stacking (linear Gaussian system, T=10000) Y -> X 1.0 (test)

0.25Estimated Transfer Entropy

8

Apr 10, 2026

70-dimensional redundant stacking (linear Gaussian system, T=10000) X -> Y 1.0 (test)

0.12Estimated Transfer Entropy

8

Apr 10, 2026

Popular datasets

linear stacking redundant stacking (linear Gaussian system)redundant stacking

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