TL;DR of the paper, generated automatically.

Benchmarks tabular generation, imputation and prediction on 56 datasets, side by side.

• Shared info: the three tasks share useful information, but their fidelity rankings differ.
• Frozen models: strong on prediction and numerical imputation, promising for synthetic-data utility.
• Trade-off: some generalists beat specialists on utility, but fidelity still favors specialists.