Dynamic Feature Selection on MNIST
90.54AUAC-F1Hyper-DFS
Evaluation Results
| Method | Links | |
|---|---|---|
| Hyper-DFSModel Architecture Category=Hypernetworks, Evaluation Protocol=mean ± std over CV folds2026.05 | 90.54 | |
| HyperEnsModel Architecture Category=Hypernetworks, Evaluation Protocol=mean ± std over CV folds2026.05 | 90.44 | |
| VIPModel Architecture Category=Single-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 90.41 | |
| AACOModel Architecture Category=Multi-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 90.04 | |
| EnsembleModel Architecture Category=Multi-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 84.52 | |
| DIMEModel Architecture Category=Single-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 84.37 | |
| RePaModel Architecture Category=Single-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 83.77 | |
| Card.Model Architecture Category=Multi-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 83.66 | |
| MoEModel Architecture Category=Multi-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 81.56 | |
| SEFAModel Architecture Category=Single-model, Evaluation Protocol=mean ± std over CV folds2026.05 | 77.1 |