AUG 19, 2026 · PREPRINT
GEAR: Generative Expansion and Real Anchoring for Two-Stage Distillation of Tabular Foundation Models
arXiv
This is an unrefereed preprint presenting a novel machine-learning method with experimental validation on benchmark datasets, but lacks peer review, clinical validation, or independent replication.
Reported
AUC improvement over supervised M…1.81–2.00
AUC improvement over supervised M…1.19–1.35
AUC gain over real-data-only dist…1.76–2.19