Tabular foundation models excel on tiny- to medium-sized IID data but are outperformed by traditional tree-based and deep learning models on non-IID, large, and high-dimensional datasets, based on evaluations across 11 models and 142 datasets in the new BeyondArena benchmark.
Can tabpfn compete with gnns for node classification via graph tabularization?
2 Pith papers cite this work. Polarity classification is still indexing.
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