CATE Estimation on Simulated Dataset Linear Outcome
0.76Mean RMSE (Var=0.1)RACER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RACERtype=calibration-based2026.03 | 0.76 | 0.91 | 1.03 | 1.45 | |
| SR-OSCARtype=calibration-based2026.03 | 0.76 | 0.91 | 1.03 | 1.45 | |
| MR-OSCARtype=calibration-based2026.03 | 0.76 | 0.91 | 1.03 | 1.45 | |
| CALM-Lintype=calibration-based, embedding=linear2026.03 | 0.76 | 0.91 | 1.03 | 1.45 | |
| CALM-NNembedding=neural network2026.03 | 0.88 | 1.02 | 1.18 | 1.59 | |
| HTCE-Tlearner_type=T-learner2026.03 | 1.15 | 1.28 | 1.45 | 1.93 | |
| Naive2026.03 | 1.16 | 1.22 | 1.3 | 1.65 | |
| HTCE-DRlearner_type=DR-learner2026.03 | 1.17 | 1.36 | 1.48 | 1.98 |