Binary Classification on credit-g (CG) (test)
80.1AUROCMambaTab-T
Evaluation results
| Method | Links | |
|---|---|---|
| MambaTab-Thyperparameters=tuned2024.01 | 80.1 | |
| MambaTab-Dhyperparameters=default2024.01 | 77.1 | |
| TransTablearning_setting=supervised learning2022.05 | 76.8 | |
| TransTab2024.01 | 76.8 | |
| UniTabE-Straining_mode=from scratch2024.01 | 76 | |
| AutoIntlearning_setting=supervised learning2022.05 | 74.4 | |
| AutoInt2024.01 | 74.4 | |
| DCNlearning_setting=supervised learning2022.05 | 73.9 | |
| FT-Translearning_setting=supervised learning2022.05 | 73.9 | |
| DCN2024.01 | 73.9 | |
| FT-Trans2024.01 | 73.9 | |
| VIMElearning_setting=supervised learning2022.05 | 73.5 | |
| VIME2024.01 | 73.5 | |
| SCARFlearning_setting=supervised learning2022.05 | 73.3 | |
| SCARF2024.01 | 73.3 | |
| XGBoostlearning_setting=supervised learning2022.05 | 72.6 | |
| XGBoost2024.01 | 72.6 | |
| LRlearning_setting=supervised learning2022.05 | 72 | |
| LR2024.01 | 72 | |
| TabTranslearning_setting=supervised learning2022.05 | 71.8 | |
| TabTrans2024.01 | 71.8 | |
| MLPlearning_setting=supervised learning2022.05 | 64.3 | |
| SNNlearning_setting=supervised learning2022.05 | 64.1 | |
| SNN2024.01 | 64.1 | |
| MLP2024.01 | 61.2 | |
| TabNetlearning_setting=supervised learning2022.05 | 58.5 | |
| TabNet2024.01 | 58.5 |