Binary CATE Estimation on Binary-CATE 10% contamination p = 0.10
0.197RMSERXLearner-Huber
Evaluation results
| Method | Links | |
|---|---|---|
| RXLearner-HuberSeeds=52026.04 | 0.197 | |
| EconML LinearDMLSeeds=52026.04 | 0.501 | |
| EconML CausalForestDMLSeeds=52026.04 | 0.651 | |
| CausalML X-LearnerSeeds=52026.04 | 1.025 | |
| DoubleML IRM (ATE only)Seeds=52026.04 | 1.026 | |
| RXLearner-vanilla XSeeds=52026.04 | 1.053 | |
| CausalML R-LearnerSeeds=52026.04 | 1.589 | |
| EconML DRLearnerSeeds=52026.04 | 1.81 | |
| CausalML DR-LearnerSeeds=52026.04 | 45.692 |