Potential Outcome Estimation on IHDP (in-sample)
0.96RMSEPO-Flow
Evaluation Results
| Method | Links | |
|---|---|---|
| PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.05 | 0.96 | |
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.98 | |
| INFsvalidation=10-fold cross-validation2025.05 | 1.02 | |
| INFsvalidation=10-fold cross-validation2025.05 | 1.02 | |
| CFRvalidation=10-fold cross-validation2025.05 | 1.1 | |
| CFRvalidation=10-fold cross-validation2025.05 | 1.1 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 1.18 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 1.18 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 1.31 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 1.31 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 1.33 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 1.33 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.45 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.45 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 1.6 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 1.6 | |
| PO-Flowvalidation=10-fold cross-validation2025.05 | 1.63 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 1.81 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 2.48 |