Treatment Effect Estimation on RORCO Real
-0.29Mean ErrorPropensity Stratification
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Propensity Stratification2024.09 | -0.29 | -0.424 | -0.293 | -0.171 | 0.0026 | |
| PWNet2024.09 | -0.129 | -0.129 | -0.129 | -0.129 | 14.5 | |
| Direct Difference2024.09 | -0.0878 | -0.0878 | -0.0878 | -0.0878 | 0.0005 | |
| SNet2024.09 | -0.0593 | -0.0593 | -0.0593 | -0.0593 | 40.4 | |
| Horvitz-Thompson2024.09 | -0.0584 | -0.0834 | -0.0636 | -0.0315 | 0.0004 | |
| Double-Double2024.09 | -0.0572 | -0.0819 | -0.0628 | -0.0278 | 22.2 | |
| Doubly Robust2024.09 | -0.0391 | -0.0662 | -0.0419 | -0.016 | 14.9 | |
| TARNet2024.09 | -0.029 | -0.029 | -0.029 | -0.029 | 6.79 | |
| Direct Prediction2024.09 | -0.0223 | -0.0671 | -0.0253 | 0.0249 | 11.2 | |
| DRNet2024.09 | -0.0205 | -0.0205 | -0.0205 | -0.0205 | 14.5 | |
| Off-policy2024.09 | -0.0138 | -0.0349 | -0.0133 | 0.0038 | 11.2 | |
| SNet32024.09 | -0.0087 | -0.0087 | -0.0087 | -0.0087 | 34.3 | |
| RANet2024.09 | -0.0076 | -0.0076 | -0.0076 | -0.0076 | 12.3 | |
| DragonNet2024.09 | 0.0054 | 0.0054 | 0.0054 | 0.0054 | 9.33 | |
| Adjusted Direct2024.09 | 0.0155 | -0.0204 | 0.0106 | 0.0433 | 11 | |
| FlexTENet2024.09 | 0.0299 | 0.0299 | 0.0299 | 0.0299 | 28.4 | |
| OffsetNet2024.09 | 0.0334 | 0.0334 | 0.0334 | 0.0334 | 7.42 | |
| RNet2024.09 | 0.0362 | 0.0362 | 0.0362 | 0.0362 | 10.5 | |
| TNet2024.09 | 0.0543 | 0.0543 | 0.0543 | 0.0543 | 7.84 | |
| XNet2024.09 | 0.0933 | 0.0933 | 0.0933 | 0.0933 | 19 | |
| Regression Discontinuity2024.09 | 0.154 | 0.112 | 0.165 | 0.208 | 0.0009 | |
| TMLE2024.09 | 0.234 | -1.28 | 0.0446 | 1.77 | 21.8 |