Regression on 15 regression datasets
0.603Mean R2TuneTables
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TuneTables2024.02 | 0.603 | 3.533 | 0.792 | 0.448 | 0.768 | 4 | |
| LightGBM2024.02 | 0.536 | 3.333 | 0.64 | 0.472 | 0.66 | 1 | |
| CatBoost2024.02 | 0.508 | 3.8 | 0.431 | 0.933 | 0.576 | 2 | |
| XGBoost2024.02 | 0.386 | 4 | 0.116 | 1.009 | 0.405 | 3 | |
| MLP2024.02 | 0.359 | 5.267 | -0.009 | 0.673 | 0.109 | 1 | |
| STG2024.02 | 0.332 | 6.067 | -0.369 | 0.864 | -0.169 | 2 | |
| TabNet2024.02 | 0.239 | 5.867 | -0.107 | 0.747 | 0.099 | 0 | |
| VIME2024.02 | -0.007 | 7.733 | -1.072 | 1.054 | -1.159 | 0 | |
| DeepFM2024.02 | -7.954 | 5.4 | -0.422 | 1.248 | 0.027 | 2 |