Classification on ILPD (F1-score, Balanced Accuracy)
61.2F1 ScoreSigmoid
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SigmoidActivation Function=Non-learnable2025.12 | 61.2 | 60.61 | |
| OGABActivation Function=Learnable2025.12 | 59.76 | 59.57 | |
| PReLUActivation Function=Learnable2025.12 | 59.48 | 59.48 | |
| SLAFActivation Function=Learnable2025.12 | 59.29 | 59.15 | |
| ConvReLUActivation Function=Learnable2025.12 | 58.93 | 58.99 | |
| ReLUActivation Function=Non-learnable2025.12 | 58.85 | 59.22 | |
| SoftPlusActivation Function=Non-learnable2025.12 | 58.8 | 58.67 | |
| BaselineActivation Function=None2025.12 | 56.19 | 56.69 | |
| TanhActivation Function=Non-learnable2025.12 | 54.23 | 56.07 | |
| SoftmaxActivation Function=Non-learnable2025.12 | 41.5 | 50 |