Shaping the Prior: How Synthetic Task Distributions Determine Tabular Foundation Model Quality.

arXiv:2605.18971v2 Announce Type: replace-cross Abstract: What determines the quality of a tabular foundation model? Unlike language or vision, tabular foundation models acquire their inductive biases almost entirely from synthetic pretraining distributions, y