CATE Estimation on Simulated Dataset Nonlinear Outcome
1.45RMSE (Quadratic)RACER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RACERtype=calibration-based2026.03 | 1.45 | 1.06 | |
| SR-OSCARtype=calibration-based2026.03 | 1.45 | 1.06 | |
| MR-OSCARtype=calibration-based2026.03 | 1.45 | 1.06 | |
| CALM-Lintype=calibration-based, embedding=linear2026.03 | 1.45 | 1.06 | |
| CALM-NNembedding=neural network2026.03 | 1.54 | 1.15 | |
| Naive2026.03 | 1.7 | 1.29 | |
| HTCE-Tlearner_type=T-learner2026.03 | 1.81 | 1.43 | |
| HTCE-DRlearner_type=DR-learner2026.03 | 1.92 | 1.5 |