TabArena All Tasks: leaderboard
TabArena ranks tabular machine learning systems across all datasets and tasks; this snapshot uses the primary no-imputation, all-repeats, all-tasks leaderboard view.
Metric: Score (%). Source: huggingface.co. 88 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | LimiX-2 (default) | 90.5 | |
| 2 | Kumo-Tabular (default) | 88.8 | |
| 3 | Kumo-Tabular-Medium (default) | 83 | |
| 4 | Chakra-Tab (full) | 81.4 | |
| 5 | Chakra-Tab (medium) | 81 | |
| 6 | TabPFN-3.5 (default) | 78.7 | |
| 7 | TabFM (default) | 73.6 | |
| 8 | Kumo-Tabular-Small (default) | 71.9 | |
| 9 | Causilo (default) | 70.8 | |
| 10 | TabPFN-3.5-Fast (default) | 70.1 |
Interactive version: theaggregate.ai/benchmark?slug=tabarena-all-tasks · How It Works · Data refreshed daily, snapshot 2026-10-20.