Binary Classification on blastchar (BL) (test)
0.854AUROCMambaTab-T
Evaluation Results
| Method | Links | |
|---|---|---|
| MambaTab-Thyperparameters=tuned2024.01 | 0.854 | |
| MambaTab-Dhyperparameters=default2024.01 | 0.852 | |
| TransTablearning_setting=supervised learning2022.05 | 0.845 | |
| TransTab2024.01 | 0.845 | |
| AutoIntlearning_setting=supervised learning2022.05 | 0.844 | |
| AutoInt2024.01 | 0.844 | |
| FT-Translearning_setting=supervised learning2022.05 | 0.841 | |
| FT-Trans2024.01 | 0.841 | |
| DCNlearning_setting=supervised learning2022.05 | 0.84 | |
| DCN2024.01 | 0.84 | |
| UniTabE-Straining_mode=from scratch2024.01 | 0.84 | |
| VIMElearning_setting=supervised learning2022.05 | 0.837 | |
| VIME2024.01 | 0.837 | |
| SNNlearning_setting=supervised learning2022.05 | 0.834 | |
| SNN2024.01 | 0.834 | |
| SCARFlearning_setting=supervised learning2022.05 | 0.833 | |
| SCARF2024.01 | 0.833 | |
| MLPlearning_setting=supervised learning2022.05 | 0.832 | |
| MLP2024.01 | 0.832 | |
| XGBoostlearning_setting=supervised learning2022.05 | 0.821 | |
| XGBoost2024.01 | 0.821 | |
| TabTranslearning_setting=supervised learning2022.05 | 0.82 | |
| TabTrans2024.01 | 0.82 | |
| TabNetlearning_setting=supervised learning2022.05 | 0.819 | |
| TabNet2024.01 | 0.819 | |
| LRlearning_setting=supervised learning2022.05 | 0.801 | |
| LR2024.01 | 0.801 |