Conditional Average Treatment Effect estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.19RMSE
54
Mar 19, 2026
0.07sqrt(PEHE)
21
May 28, 2026
1.025Multiplicative Calibration Error
15
May 27, 2026
1.105Multiplicative Calibration Error
15
May 27, 2026
1.227Multiplicative Calibration Error
15
May 27, 2026
1.061Multiplicative Calibration Error
15
May 27, 2026
1.044Multiplicative Calibration Error
15
May 27, 2026
1.372Multiplicative Calibration Error
15
May 27, 2026
2.143Multiplicative Calibration Error
15
May 27, 2026
0.49Latency (s)
9
Feb 26, 2026
0.045CATE Bias (Mean)
5
Apr 28, 2026
-0.166CATE Bias Mean
5
Apr 28, 2026
0.014Mean CATE Bias
5
Apr 28, 2026
0.003RMSE
4
Jun 9, 2026
1.687CATE Bias Mean
4
Apr 28, 2026