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CATE Estimation on Simulated Dataset Linear Outcome
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0.76
Mean RMSE (Var=0.1)
RACER
0.7436
0.8543
0.965
1.0757
Mar 19, 2026
Mean RMSE (Var=0.1)
Mean RMSE (Var=0.5)
Mean RMSE (Var=1.0)
Mean RMSE (Var=2.0)
Updated 29d ago
Evaluation Results
Method
Method
Links
Mean RMSE (Var=0.1)
Mean RMSE (Var=0.5)
Mean RMSE (Var=1.0)
Mean RMSE (Var=2.0)
RACER
type=calibration-based
2026.03
0.76
0.91
1.03
1.45
SR-OSCAR
type=calibration-based
2026.03
0.76
0.91
1.03
1.45
MR-OSCAR
type=calibration-based
2026.03
0.76
0.91
1.03
1.45
CALM-Lin
type=calibration-based...
2026.03
0.76
0.91
1.03
1.45
CALM-NN
embedding=neural network
2026.03
0.88
1.02
1.18
1.59
HTCE-T
learner_type=T-learner
2026.03
1.15
1.28
1.45
1.93
Naive
2026.03
1.16
1.22
1.3
1.65
HTCE-DR
learner_type=DR-learner
2026.03
1.17
1.36
1.48
1.98
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