Tabular leaderboard

ULTRABENCH Tabular leaderboard: every current model in the index, ranked by composite score, with price and a source on every number.

The 25 highest-ranked models.

1. Kumo Tabular (default)
2. Chakra-Tab (full/medium)
3. Kumo-Tabular-Medium
4. TabPFN-3.5
5. LimiX-2
6. Mitra-v2
7. Kumo-Tabular-Small
8. Causilo
9. TabPFN-3.5-Fast
10. EXAONE Tabular
11. Xiaomi-TabLDM
12. RealMLP (pytabkit)
13. TabICLv2
14. TabDPT-Turbo
15. RealTabPFN-2.5
16. TabDPT-1.3
17. TabM
18. CatBoost
19. LightGBM
20. ModernNCA
21. ChimeraBoost
22. xRFM
23. XGBoost
24. TabDPT (v1.0/1.1)
25. SAP-RPT-1-OSS (ConTextTab)