Treatment Effect Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.11PEHE
40
Apr 6, 2026
1.392PEHE Mean
27
Apr 7, 2026
0.513rPEHE (Output)
23
Mar 10, 2026
0Mean Error
22
Feb 26, 2026
0Mean TEE Error
22
Feb 26, 2026
-0.29Mean Error
22
Feb 26, 2026
0MSE
22
Feb 26, 2026
0MSE
22
Feb 26, 2026
0Mean Error
22
Feb 26, 2026
0MSE
22
Feb 26, 2026
0Mean Effect
15
Feb 26, 2026
0.03MAE
10
May 13, 2026
0.01MAE
10
May 13, 2026
0.01MAE
10
May 13, 2026
0.02MAE
10
May 13, 2026
8.3ATET RMSE
10
Feb 26, 2026
8.3ATET RMSE
10
Feb 26, 2026
48Runtime (s)
8
Feb 26, 2026
2Runtime (s)
8
Feb 26, 2026
2,555.009Average Treatment Effect (ATE)
6
Apr 28, 2026
3.325ATE
6
Apr 28, 2026
-0.724Range of SATE
6
Mar 6, 2026
-3.563Range of SATE
6
Mar 6, 2026
1,666Runtime (s)
6
Feb 26, 2026
98.1AUC
5
Jun 15, 2026