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Causal Effect Estimation on Synthetic Continuous 200
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0.2455
MAE
DDML-RF
0.199356
0.510828
0.8223
1.133772
May 24, 2026
MAE
RMSE
Updated 8d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
DDML-RF
nuisance estimator=Ran...
2026.05
0.2455
0.3075
DDML-MLP
nuisance estimator=Mul...
2026.05
0.4519
0.4763
C-DML
2026.05
0.7457
0.768
BART
2026.05
0.8684
0.921
DML-MLP
nuisance estimator=Mul...
2026.05
1.3159
1.3202
DML-RF
nuisance estimator=Ran...
2026.05
1.3926
1.3941
OLS-1
2026.05
1.3991
1.4006
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