Binary Classification on Fitness TabArena v0.1 (test)
0.828ROC AUCAgentic Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.828 | |
| TabPFNv2Source=TabArena2025.09 | 0.824 | |
| TabMSource=TabArena2025.09 | 0.822 | |
| Agentic TreeBackbone=CART2025.09 | 0.818 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.815 | |
| XGBoostSource=TabArena2025.09 | 0.814 | |
| CARTConfiguration=Tuned2025.09 | 0.8 | |
| DeLTABackbone=RF+TabPFN2025.09 | 0.797 | |
| DeLTABackbone=RF+CART2025.09 | 0.738 | |
| CARTConfiguration=Default2025.09 | 0.615 |