ResearchTasksConditional Average Treatment Effect (CATE) EstimationConditional Average Treatment Effect (CATE) EstimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedIHDP, ACIC 2016, Lalonde CPS, Lalonde PSIDCausalPFN0.58IHDP Error Metric12Feb 26, 2026Jobs semi-syntheticCausalFM0.478PEHE9Feb 26, 202610 Synthetic DatasetsCausalFM0.515PEHE9Feb 26, 2026Semi-Synthetic Criteo N=61,200 (subsampled)RX-Learner98.6Improvement1Feb 26, 2026