Potential Outcome Estimation on ACIC 2018 (in-sample)
0.04RMSEPO-Flow
Evaluation Results
| Method | Links | |
|---|---|---|
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.04 | |
| PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.05 | 0.42 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.52 | |
| PO-Flowvalidation=10-fold cross-validation2025.05 | 0.53 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 0.54 | |
| S-learnervalidation=10-fold cross-validation2025.05 | 0.54 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.62 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.68 | |
| INFsvalidation=10-fold cross-validation2025.05 | 0.69 | |
| INFsvalidation=10-fold cross-validation2025.05 | 0.69 | |
| DiffPOvalidation=10-fold cross-validation2025.05 | 0.72 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.83 | |
| CEVAEvalidation=10-fold cross-validation2025.05 | 0.83 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.88 | |
| GANITEvalidation=10-fold cross-validation2025.05 | 0.88 | |
| CFRvalidation=10-fold cross-validation2025.05 | 0.94 | |
| CFRvalidation=10-fold cross-validation2025.05 | 0.94 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.57 | |
| T-learnervalidation=10-fold cross-validation2025.05 | 1.57 |