Are Tabular Foundation Models Robust to Realistic Query Distribution Shifts in Microbiome Data?

Giulia Perciballi, Ahmad Fall, Federica Granese +2

Tabular foundation models (TFMs) achieve strong performance on microbiome abundance data, yet their robustness under realistic distribution shift remains poorly characterized. We i…