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Causal Effect Estimation on Synthetic Continuous 100
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0.2226
Mean Absolute Error
DDML-MLP
0.168412
0.534181
0.89995
1.265719
May 24, 2026
Mean Absolute Error
Root Mean Squared Error
Updated 8d ago
Evaluation Results
Method
Method
Links
Mean Absolute Error
Root Mean Squared Error
DDML-MLP
nuisance estimator=Mul...
2026.05
0.2226
0.2793
DDML-RF
nuisance estimator=Ran...
2026.05
0.3943
0.493
BART
2026.05
0.9282
0.9998
C-DML
2026.05
1.291
1.3004
DML-MLP
nuisance estimator=Mul...
2026.05
1.5213
1.5251
DML-RF
nuisance estimator=Ran...
2026.05
1.5649
1.5683
OLS-1
2026.05
1.5773
1.5806
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