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Papers Benchmarks Datasets Tasks

Conditional independence testing research benchmarks · SOTA2 Research

Conditional independence testing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Post-nonlinear CI benchmark synthetic n=1000 (dz=50)

0.05Type-I Error

15

Feb 26, 2026

Post-nonlinear synthetic CI benchmark (dz=10, n=1000)

4Type-I Error Rate

15

Feb 26, 2026

Sachs flow-cytometry dataset 90 fixed tasks (Real-data)

78.26Precision

4

Feb 26, 2026

COVID-19 dataset

0.025P-Value

3

Feb 26, 2026

Popular datasets

Post-nonlinear CI benchmark COVID-19 Sachs flow-cytometry dataset

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