Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

CATE estimation research benchmarks – Page 3 · SOTA2 Research

CATE estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96Coverage

3

May 28, 2026

96Coverage

3

May 28, 2026

Non-linear Design N0=500

95Coverage

3

May 28, 2026

Non-linear Design N0=100

94Coverage

3

May 28, 2026

Non-linear Design N0=30

94Coverage

3

May 28, 2026

Linear Design N0=500

98Coverage

3

May 28, 2026

Linear Design N0=100

99Coverage

3

May 28, 2026

Linear Design N0=30

97Coverage

3

May 28, 2026

Simulation Hidden confounding size 1000 (test)

2.369Mean CATE Bias

3

Apr 28, 2026

FMCG Semi-synthetic Dataset 10

0.757PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 9

0.761PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 8

0.642PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 7

0.638PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 6

0.723PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 5

0.735PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 4

0.691PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 3

0.658PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 2

0.739PEHE

2

Feb 26, 2026

FMCG Semi-synthetic Dataset 1

0.615PEHE

2

Feb 26, 2026

10D Multi-dimensional simulation Source

Source reference

0.004RMSE

1

Jun 9, 2026

ACIC 2016 (test)

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

IHDP ACIC FMCG Semi-synthetic Dataset Semi-synthetic DGP Simulation

Follow for updates

Join SOTA2 Contact