Treatment-response curve estimation on MVICU (test)
0.25Mean MISEADMIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADMIT2026.05 | 0.25 | 4.3 | |
| CCPFN2026.05 | 1.45 | 2.8 | |
| TabICLMeta-learner=S-Learner2026.05 | 1.49 | 3.5 | |
| TabDPTMeta-learner=S-Learner2026.05 | 1.53 | 3.3 | |
| TabPFNMeta-learner=S-Learner, Dimensionality reduction=PCA to 1002026.05 | 1.59 | 4.3 | |
| SCIGAN2026.05 | 2.61 | 5 | |
| GPS2026.05 | 3.09 | 6.8 | |
| CausalForest2026.05 | 70.7 | 6.7 | |
| NonparamDML2026.05 | 96 | 7.8 |