Tabular Classification on TabPertNet
5.1Mean Rank AUCLogistic Regression
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Logistic RegressionSettings=default2025.12 | 5.1 | 42.53 | 1 | |
| MLPSettings=default2025.12 | 4.6 | 50.05 | 8 | |
| XGBoostSettings=default2025.12 | 4.6 | 52.22 | 5 | |
| Random ForestSettings=default2025.12 | 4 | 64.81 | 5 | |
| CatBoostSettings=default2025.12 | 3.8 | 66.63 | 7 | |
| TabPFNensembling=none2025.12 | 3.2 | 74.83 | 11 | |
| TabPFN (RTFM)ensembling=none2025.12 | 2.7 | 81.67 | 17 |