Average Treatment Effect Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.176Averaged MSE
54
Apr 21, 2026
-2.19Bias
24
Jun 4, 2026
-0.184ATE Bias (Mean)
14
Apr 28, 2026
14.29Total Variation (TV)
10
Mar 13, 2026
0.87ATE
8
Feb 26, 2026
1.01ATE
8
Feb 26, 2026
5.29ATE
8
Feb 26, 2026
1.096MAE
7
May 25, 2026
1.213MAE
7
May 25, 2026
1.047MAE
7
May 25, 2026
0.064MAE
7
May 25, 2026
0.582MAE
7
May 25, 2026
0.828MAE
7
May 25, 2026
2.323ATE Bias (Mean)
7
Apr 28, 2026
0.013ATE Bias (Mean)
7
Apr 28, 2026
-0.108ATE Bias (Mean)
7
Apr 28, 2026
1.687ATE Bias (Mean)
7
Apr 28, 2026
-0.726ATE Bias Mean
7
Apr 28, 2026
-0.166ATE Bias (Mean)
7
Apr 28, 2026
0.06ATE
7
Apr 21, 2026
0.02Latency (s)
7
Feb 26, 2026
0.06Runtime (s)
7
Feb 26, 2026
0.02Running Time (s)
7
Feb 26, 2026
0.03Running Time (s)
7
Feb 26, 2026
0.061MAE (eATE)
6
Feb 26, 2026