Multiclass Classification on Maternal TabArena v0.1 (test)
0.413LogLossTabPFNv2
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFNv2Source=TabArena2025.09 | 0.413 | |
| XGBoostSource=TabArena2025.09 | 0.423 | |
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.426 | |
| TabMSource=TabArena2025.09 | 0.45 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.587 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.738 | |
| Agentic TreeBackbone=CART2025.09 | 0.739 | |
| DeLTABackbone=RF+CART2025.09 | 0.742 | |
| CARTConfiguration=Tuned2025.09 | 0.849 | |
| CARTConfiguration=Default2025.09 | 5.44 |