Binary CATE Estimation on Binary-CATE 20% contamination p = 0.20
0.21RMSERXLearner-Huber
Evaluation results
| Method | Links | |
|---|---|---|
| RXLearner-HuberSeeds=52026.04 | 0.21 | |
| EconML LinearDMLSeeds=52026.04 | 0.571 | |
| EconML CausalForestDMLSeeds=52026.04 | 0.741 | |
| DoubleML IRM (ATE only)Seeds=52026.04 | 1.04 | |
| CausalML X-LearnerSeeds=52026.04 | 1.42 | |
| RXLearner-vanilla XSeeds=52026.04 | 1.427 | |
| CausalML R-LearnerSeeds=52026.04 | 2.165 | |
| EconML DRLearnerSeeds=52026.04 | 2.615 | |
| CausalML DR-LearnerSeeds=52026.04 | 38.872 |