Observational Outcome Prediction on SEMs in-distribution n=1024 (fit samples)
0.43MSES-learner
Evaluation results
| Method | Links | |
|---|---|---|
| S-learner2026.06 | 0.43 | |
| DR-learner2026.06 | 0.431 | |
| TabPFN-CFMCausal Graph knowledge=false2026.06 | 0.433 | |
| TabPFN-CFMCausal Graph knowledge=true2026.06 | 0.433 | |
| T-learner2026.06 | 0.434 | |
| X-learner2026.06 | 0.434 | |
| Do-PFN2026.06 | 0.67 |