Potential Outcome Estimation on ACIC out-of-sample 2018
0.05RMSEPO-Flow
Evaluation Results
| Method | Links | |
|---|---|---|
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.05 | |
| PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.05 | 0.54 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 0.57 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 0.57 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.59 | |
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.6 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.65 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.7 | |
| INFsvalidation=10-fold cross-validation2025.05 | 0.78 | |
| INFsvalidation=10-fold cross-validation2025.05 | 0.78 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.79 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.85 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.85 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.97 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.97 | |
| CFRvalidation=10-fold cross-validation2025.05 | 0.98 | |
| CFRvalidation=10-fold cross-validation2025.05 | 0.98 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.71 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.71 |