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Causal Effect Estimation on Simulation Environment Known Ground-Truth
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0.051
Average Absolute Bias
DML (DICE)
0.04844
0.06572
0.083
0.10028
Mar 2, 2026
Average Absolute Bias
Average RMSE
Reduction Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Absolute Bias
Average RMSE
Reduction Rate
DML (DICE)
Features=DICE-debiased...
2026.03
0.051
0.052
73
Naive OLS
2026.03
0.067
0.168
-
DML (Original)
Features=Original ResNet
2026.03
0.115
0.317
-
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