Classification on High School 3 classes
55AccuracyTabPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabPFNCategory=Neural Tabular Model2026.05 | 55 | 47.32 | |
| XGBoost + MARICLRefit Model=XGBoost2026.05 | 54 | 51 | |
| EBMCategory=Interpretable ML Model2026.05 | 53.33 | 49.84 | |
| Logistic + MARICLRefit Model=Logistic2026.05 | 52.1 | 48.3 | |
| XGBoostCategory=Traditional ML Baseline2026.05 | 51.7 | 35.2 | |
| LLM-LExCategory=LLM-Based Method2026.05 | 50 | 44.85 | |
| Symbolic RegressionCategory=Interpretable ML Model2026.05 | 48 | 42 | |
| Logistic RegressionCategory=Traditional ML Baseline2026.05 | 46.7 | 40.8 | |
| LLM-ICLCategory=LLM-Based Method2026.05 | 45 | 38 |