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Independence testing research benchmarks · SOTA2 Research

Independence testing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DGP random-mixture

0.001GPU Wall-Clock Time (s)

12

May 22, 2026

Log distribution (test)

100Rejection Rate

4

Mar 27, 2026

Variance distribution (test)

100Rejection Rate

4

Mar 27, 2026

Circle distribution (test)

100Rejection Rate

4

Mar 27, 2026

TwoParabola distribution (test)

100Rejection Rate

4

Mar 27, 2026

Parabola distribution (test)

1Rejection Rate

4

Mar 27, 2026

Diamond distribution (test)

100Rejection Rate

4

Mar 27, 2026

W distribution (test)

0.74Rejection Rate

4

Mar 27, 2026

IndependentClouds (test)

4Rejection Rate

4

Mar 27, 2026

Popular datasets

DGP IndependentClouds W distribution Diamond distribution Parabola distribution

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