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

0.572MSETabPFN-CFM W/Graph
0.57060.580050.58950.59895Jun 25, 2026

Evaluation results

MethodLinks
TabPFN-CFM W/GraphGraph Knowledge=True2026.060.572
TabPFN-CFMGraph Knowledge=False2026.060.607