Classification on kc1
74.381Balanced AccuracyMLP+C
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLP+CRegularization=Cocktails2021.06 | 74.381 | — | |
| MLP+DRegularization=Dropout2021.06 | 72.98 | — | |
| MLP2021.06 | 70.274 | — | |
| AutoGluonStacking=true2021.06 | 67.27 | — | |
| XGBoostHPO=BOHB2021.06 | 66.846 | — | |
| ConvReLUActivation Function=Learnable2025.12 | 65.03 | 66.8 | |
| OGABActivation Function=Learnable2025.12 | 64.83 | 66.8 | |
| PReLUActivation Function=Learnable2025.12 | 64.21 | 66.34 | |
| ASK-GBDTHPO=SMAC, Library=Auto-sklearn2021.06 | 63.353 | — | |
| ReLUActivation Function=Non-learnable2025.12 | 63.21 | 65.23 | |
| TanhActivation Function=Non-learnable2025.12 | 61.91 | 64.03 | |
| SoftPlusActivation Function=Non-learnable2025.12 | 59.88 | 62.41 | |
| SigmoidActivation Function=Non-learnable2025.12 | 59.75 | 62.18 | |
| BaselineActivation Function=None2025.12 | 59.67 | 62.15 | |
| SLAFActivation Function=Learnable2025.12 | 59.61 | 61.97 | |
| NODE2021.06 | 55.803 | — | |
| SoftmaxActivation Function=Non-learnable2025.12 | 55.42 | 54.81 | |
| TabNet2021.06 | 52.517 | — |