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Papers Benchmarks Datasets Tasks

Individual Treatment Effect Estimation research benchmarks · SOTA2 Research

Individual Treatment Effect Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IHDP (within-sample)

0.31Sqrt PEHE

69

Jul 7, 2026

IHDP (out-of-sample)

0.33sqrt(PEHE)

65

Jul 7, 2026

Jobs (out-of-sample)

0.733R_pol

32

Feb 26, 2026

13.87RMSE

19

May 26, 2026

3.41sqrt(MSE)

19

May 26, 2026

0.75sqrt(MSE)

19

May 26, 2026

Jobs (within-sample)

0.256R_pol

18

Feb 26, 2026

Online gaming product dataset PSM-Matched Ground Truth (out-of-sample)

7.64Epsilon PEHE

16

Feb 26, 2026

Online gaming product dataset PSM-Matched Ground Truth (in-sample)

7.61PEHE (Epsilon)

16

Feb 26, 2026

Online gaming product dataset KNN-Matched Ground Truth (out-of-sample)

7.69Epsilon PEHE

16

Feb 26, 2026

Online gaming product dataset KNN-Matched Ground Truth in-sample

7.66Epsilon PEHE

16

Feb 26, 2026

Twins (out-sample)

0.861AUC

5

Feb 26, 2026

Twins (in-sample)

0.87AUC

5

Feb 26, 2026

Popular datasets

Online gaming product dataset JOBS IHDP Twins Flickr

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