Multiclass Classification on MIC TabArena v0.1 (test)
0.438LogLossTabM
Evaluation Results
| Method | Links | |
|---|---|---|
| TabMSource=TabArena2025.09 | 0.438 | |
| Agentic TreeBackbone=TabPFN+CART2025.09 | 0.445 | |
| TabPFNv2Source=TabArena2025.09 | 0.445 | |
| XGBoostSource=TabArena2025.09 | 0.446 | |
| Agentic TreeBackbone=CART2025.09 | 0.467 | |
| OC-TreeConfiguration=XGBoost2025.09 | 0.468 | |
| CARTConfiguration=Tuned2025.09 | 0.538 | |
| DeLTABackbone=RF+TabPFN2025.09 | 1.432 | |
| DeLTABackbone=RF+CART2025.09 | 1.438 | |
| CARTConfiguration=Default2025.09 | 6.89 |