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Benchmarks
CATE Estimation on Simulated Dataset Nonlinear Outcome
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1.45
RMSE (Quadratic)
RACER
1.4312
1.5581
1.685
1.8119
Mar 19, 2026
RMSE (Quadratic)
RMSE (Sinusoidal)
Updated 29d ago
Evaluation Results
Method
Method
Links
RMSE (Quadratic)
RMSE (Sinusoidal)
RACER
type=calibration-based
2026.03
1.45
1.06
SR-OSCAR
type=calibration-based
2026.03
1.45
1.06
MR-OSCAR
type=calibration-based
2026.03
1.45
1.06
CALM-Lin
type=calibration-based...
2026.03
1.45
1.06
CALM-NN
embedding=neural network
2026.03
1.54
1.15
Naive
2026.03
1.7
1.29
HTCE-T
learner_type=T-learner
2026.03
1.81
1.43
HTCE-DR
learner_type=DR-learner
2026.03
1.92
1.5
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