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Benchmarks
Causal Effect Estimation on Synthetic Continuous 20
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0.082
MAE
DDML-MLP
0.017852
0.450851
0.88385
1.316849
May 24, 2026
MAE
RMSE
Updated 8d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
DDML-MLP
nuisance estimator=Mul...
2026.05
0.082
0.1036
DDML-RF
nuisance estimator=Ran...
2026.05
0.24
0.2595
C-DML
2026.05
0.4039
0.7898
BART
2026.05
1.1659
1.2398
DML-MLP
nuisance estimator=Mul...
2026.05
1.5191
1.5248
DML-RF
nuisance estimator=Ran...
2026.05
1.6517
1.6629
OLS-1
2026.05
1.6857
1.6988
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