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Causal Inference research benchmarks – Page 2 · SOTA2 Research

Causal Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulation Phase Function

176.921NLPL

2

Jun 23, 2026

Simulation Logistic Function

204.759Negative Log Predictive Likelihood

2

Jun 23, 2026

Simulation Polynomial Function

370.789NLPL

2

Jun 23, 2026

SWaT 2015 (test)

22Alarms Raised

2

Mar 12, 2026

Product Counterfeiting Dataset (test)

Gradient Boosting

-0.94ATE

2

Feb 26, 2026

Page 2 of 2

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Simulation Dsprite IHDP Flickr Sachs

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