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Bounding Probabilities of Causation research benchmarks · SOTA2 Research

Bounding Probabilities of Causation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated data with multiple non-descendant covariates (covariate-specific)

0.048TP LB Improvement

6

Feb 26, 2026

Simulated mediator case with back-door set Figure 1b (test)

0.027TP lb

1

Feb 26, 2026

Popular datasets

Simulated data with multiple non-descendant covariates Simulated mediator case

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