NVIDIA has released Kumo Tabular, an open foundation model for tabular data, now available on Hugging Face. This model, part of the NVIDIA Kumo Structured collection, can predict labels for new rows in a single forward pass without requiring training, tuning, or feature engineering. It was pretrained on artificial data and comes in three sizes, achieving top rankings on several benchmarks like TabArena and BeyondArena. AI
IMPACT Sets new SOTA on tabular prediction benchmarks, potentially shifting enterprise ML practices away from traditional gradient-boosted trees.
RANK_REASON Frontier-lab model release with system card. [lever_c_demoted from frontier_release: ic=1 ai=1.0]
- BeyondArena
- GitHub
- Hugging Face
- Kumo Tabular
- Nvidia
- NVIDIA Kumo Structured
- OpenMDW-1.1
- ScoringBench
- Tabarena
- TabICL
- TabPFN
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