Potential Outcome Estimation on IBM out-of-sample
0.04RMSEPO-Flow
Evaluation Results
| Method | Links | |
|---|---|---|
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.04 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.64 | |
| PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.05 | 0.9 | |
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.97 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.98 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.98 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 1.16 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 1.16 | |
| INFsvalidation=10-fold cross-validation2025.05 | 1.57 | |
| INFsvalidation=10-fold cross-validation2025.05 | 1.57 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 1.85 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 1.85 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.96 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.96 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 2.02 | |
| CFRvalidation=10-fold cross-validation2025.05 | 2.17 | |
| CFRvalidation=10-fold cross-validation2025.05 | 2.17 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 2.59 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 2.59 |