KNN Classification on MNIST (k=1)
97.85Accuracy (k=1)VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEDimension=642020.09 | 97.85 | |
| AEDimension=642020.09 | 97.48 | |
| PCADimension=642020.09 | 97.07 | |
| Parametric t-SNEDimension=642020.09 | 96.97 | |
| PHATEDimension=642020.09 | 96.34 | |
| IVISDimension=642020.09 | 95.88 | |
| Parametric UMAPDimension=642020.09 | 95.18 | |
| UMAP/AEDimension=642020.09 | 94.81 | |
| UMAPDimension=642020.09 | 94.49 | |
| t-SNEDimension=22020.09 | 94.11 | |
| UMAP/AEDimension=22020.09 | 94.03 | |
| Parametric UMAPDimension=22020.09 | 94.02 | |
| UMAPDimension=22020.09 | 93.17 | |
| Parametric t-SNEDimension=22020.09 | 91.18 | |
| PHATEDimension=22020.09 | 76.84 | |
| AEDimension=22020.09 | 76.47 | |
| VAEDimension=22020.09 | 72.41 | |
| SCVISDimension=22020.09 | 68.8 | |
| IVISDimension=22020.09 | 63.69 | |
| PCADimension=22020.09 | 37.65 |