Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Average Treatment Effect Estimation on Simulation t distribution (test)
Loading...
0.013
ATE Bias (Mean)
X-Learner
0.00312
0.06981
0.1365
0.20319
Apr 25, 2026
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
X-Learner
Testing sample size=1000
2026.04
0.013
0.015
0.075
0.061
AIPW
Testing sample size=1000
2026.04
0.038
0.004
0.286
0.139
MOCA-TwoWay
Testing sample size=1000
2026.04
0.087
0.088
0.139
0.126
MOCA-OneWay
Testing sample size=1000
2026.04
0.13
0.138
0.131
0.155
TARNet
Testing sample size=1000
2026.04
0.13
0.121
0.124
0.145
DragonNet
Testing sample size=1000
2026.04
0.158
0.169
0.176
0.188
IPW
Testing sample size=1000
2026.04
0.26
0.117
1.035
0.572
Feedback
Search any
task
Search any
task