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Hypothesis Testing research benchmarks · SOTA2 Research

Hypothesis Testing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3-dimensional fractional Brownian motion (fBM)

1Test Power

56

Feb 26, 2026

Synthetic dataset n = 5000

Nyström-uniform

4.4Type-I Error Rate

4

Apr 21, 2026

Synthetic Localized bump alternative

0.135Empirical Rejection Rate (N=300)

2

May 11, 2026

Synthetic Variance shift alternative

11.5Empirical Rejection Rate (n=300)

2

May 11, 2026

Synthetic Mean shift alternative

0.155Empirical Rejection Rate (N=300)

2

May 11, 2026

Synthetic Null setting

7.5Empirical Rejection Rate (n=300)

2

May 11, 2026

Popular datasets

Synthetic Synthetic dataset fractional Brownian motion

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