Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Average Treatment Effect (ATE) Estimation Accuracy on IHDP Data
Loading...
3.325
ATE
AIPW
3.10336
4.59943
6.0955
7.59157
Apr 25, 2026
ATE
ATE Bias
Pooled ATE Estimate
Pooled ATE Bias
95% CI Lower Bound
Updated 1mo ago
Evaluation Results
Method
Method
Links
ATE
ATE Bias
Pooled ATE Estimate
Pooled ATE Bias
95% CI Lower Bound
AIPW
2026.04
3.325
-0.63
-
-
1.8
TARNet
2026.04
3.756
-0.199
3.833
-0.133
3.41
X-Learner
2026.04
3.861
-0.094
3.905
-0.061
3.72
DragonNet
2026.04
3.874
-0.081
4.093
0.127
3.7
MOCA
2026.04
3.961
0.006
3.991
0.025
3.69
IPW
2026.04
8.866
4.911
-
-
0.6
Feedback
Search any
task
Search any
task