Binary CATE Estimation on Binary-CATE clean data p = 0
0.079RMSEEconML LinearDML
Evaluation results
| Method | Links | |
|---|---|---|
| EconML LinearDMLSeeds=52026.04 | 0.079 | |
| EconML CausalForestDMLSeeds=52026.04 | 0.184 | |
| RXLearner-HuberSeeds=52026.04 | 0.19 | |
| CausalML X-LearnerSeeds=52026.04 | 0.191 | |
| RXLearner-vanilla XSeeds=52026.04 | 0.197 | |
| CausalML R-LearnerSeeds=52026.04 | 0.288 | |
| EconML DRLearnerSeeds=52026.04 | 0.328 | |
| DoubleML IRM (ATE only)Seeds=52026.04 | 1.002 | |
| CausalML DR-LearnerSeeds=52026.04 | 3.326 |