Individual Treatment Effect Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.31Sqrt PEHE
69
Jul 7, 2026
0.33sqrt(PEHE)
65
Jul 7, 2026
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
0.256R_pol
18
Feb 26, 2026
7.64Epsilon PEHE
16
Feb 26, 2026
7.61PEHE (Epsilon)
16
Feb 26, 2026
7.69Epsilon PEHE
16
Feb 26, 2026
7.66Epsilon PEHE
16
Feb 26, 2026
0.861AUC
5
Feb 26, 2026
0.87AUC
5
Feb 26, 2026