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Counterfactual Outcome Prediction on in-distribution SEMs (n=1024 fit samples)

0.215MSETabPFN-CFM
0.213720.222360.2310.23964Jun 25, 2026

Evaluation results

MethodLinks
TabPFN-CFMCausal Graph knowledge=true2026.060.215
TabPFN-CFMCausal Graph knowledge=false2026.060.247