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benchmarking 1distribution shift 1foundation models 1model robustness 1out-of-distribution 1tabular data 1

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cs.LG2026

Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models

Malena Loza, David Chushig-Muzo, Eva Milara +3

The paper empirically evaluates how nine tabular foundation models perform under various out-of-distribution shifts using real-world datasets, finding systematic performance degrad…