Input Discrimination on MNIST Vanilla SM subsets
0.039Gini ImpurityTopoMap
Evaluation Results
| Method | Links | |
|---|---|---|
| TopoMapModel Architecture=LeNet12025.09 | 0.039 | |
| TopoMapModel Architecture=7-layer CNN2025.09 | 0.042 | |
| DeepHyperionModel Architecture=LeNet12025.09 | 0.045 | |
| DeepHyperionModel Architecture=7-layer CNN2025.09 | 0.058 | |
| TopoMapModel Architecture=LeNet52025.09 | 0.062 | |
| DeepHyperionModel Architecture=LeNet52025.09 | 0.067 | |
| DeepHyperionModel Architecture=8-layer CNN2025.09 | 0.087 | |
| DeepHyperionModel Architecture=19-layer CNN2025.09 | 0.09 | |
| DeepHyperionModel Architecture=VGG112025.09 | 0.093 | |
| TopoMapModel Architecture=19-layer CNN2025.09 | 0.101 | |
| TopoMapModel Architecture=8-layer CNN2025.09 | 0.109 | |
| TopoMapModel Architecture=VGG112025.09 | 0.114 |