Interventional Outcome Prediction on SEMs in-distribution (n=1024 fit samples)
0.551MSETabPFN-CFM
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFN-CFMCausal Graph knowledge=true2026.06 | 0.551 | |
| TabPFN-CFMCausal Graph knowledge=false2026.06 | 0.578 | |
| S-learner2026.06 | 0.797 | |
| DR-learner2026.06 | 0.825 | |
| T-learner2026.06 | 0.846 | |
| X-learner2026.06 | 0.846 | |
| Do-PFN2026.06 | 0.941 |