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Benchmarks
Two-sample testing on Synthetic high-dimensional location-learning dataset n=3000 v1
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0.045
Null Rate
DR-ME-Rand
0.0072
0.26235
0.5175
0.77265
May 8, 2026
Null Rate
Mean Shift Score
Variance Shift Score
Localized Bump Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Null Rate
Mean Shift Score
Variance Shift Score
Localized Bump Score
DR-ME-Rand
sample size=3000
2026.05
0.045
0.83
0.69
0.475
DR-xKTE
sample size=3000
2026.05
0.07
0.84
0.56
0.295
DR-ME
sample size=3000
2026.05
0.08
0.885
0.79
0.605
IPW-ME plug-in
sample size=3000
2026.05
0.11
0.685
0.59
0.59
DR-ME-NoSplit
sample size=3000
2026.05
0.19
0.965
0.88
0.845
Naive observed ME
sample size=3000
2026.05
0.96
1
0.99
0.98
DM-ME plug-in
sample size=3000
2026.05
0.99
1
1
1
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