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Benchmarks
ATE Estimation on LIANG simulation (B=1000, p=100, n=100, T=100)
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1
Bias
DARTS
0.92
1.46
2
2.54
May 7, 2026
Bias
Empirical SD
MSE
Median SE
Coverage
Relative Error vs DiM
Updated 26d ago
Evaluation Results
Method
Method
Links
Bias
Empirical SD
MSE
Median SE
Coverage
Relative Error vs DiM
DARTS
B=1000, p=100, n=100,...
2026.05
1
0.0245
6
0.0231
94.3
1.5251
Oracle
B=1000, p=100, n=100,...
2026.05
1
0.0153
2
0.0146
93.9
3.8874
DiM
B=1000, p=100, n=100,...
2026.05
3
0.0302
9
0.0294
94.9
1
Random
B=1000, p=100, n=100,...
2026.05
3
0.028
8
0.0277
94.6
1.1623
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