Preprint Open access
TabReliBench: Evaluating Tabular Foundation Models Beyond Predictive Accuracy
Tabular foundation models (TFMs) are increasingly popular for their strong predictive performance. Many also provide posterior predictive distributions (PPDs), whose reliability remains less studied. We assess reliability through point prediction, distributional quality, marginal and subgroup calibration, and interval …