All evaluated tabular foundation models violate both marginalization and factorization consistency, so their autoregressive joint distributions are order-dependent and cannot arise from any single joint distribution.
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Do Tabular Foundation Models Agree with Themselves?
All evaluated tabular foundation models violate both marginalization and factorization consistency, so their autoregressive joint distributions are order-dependent and cannot arise from any single joint distribution.