Closing the Context Gap: Activation Alignment for Tabular In-Context Learning
Activation alignment lets tabular models use less context while recovering much of full-context accuracy.
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Stories tagged #tabarena
NVIDIA Releases Kumo Tabular: Open Tabular Foundation Models That Predict New Rows in a Single Forward Pass
NVIDIA released Kumo Tabular, open tabular models that predict new rows in one forward pass.
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TabFM-Auto: Self-Evolving Pipelines for Tabular Foundation Models
TabFM-Auto uses an agent to evolve data pipelines and leads TabArena and MLE-Bench tabular results.
Nums AI Releases Causilo: A Tabular Foundation Model That Tops TabArena Among Single Models
Nums AI released Causilo, an Apache-2.0 tabular foundation model achieving the highest single-model Elo (1794) on TabArena for classification and regression.