KNN Classification on MNIST (k=5)
97.91Accuracy (k=5)VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEDim=642020.09 | 97.91 | |
| AEDim=642020.09 | 97.58 | |
| Parametric t-SNEDim=642020.09 | 97.34 | |
| PCADim=642020.09 | 97.27 | |
| Parametric UMAPDim=642020.09 | 96.8 | |
| PHATEDim=642020.09 | 96.8 | |
| UMAP/AEDim=642020.09 | 96.54 | |
| Parametric UMAPDim=22020.09 | 96.14 | |
| IVISDim=642020.09 | 96.14 | |
| UMAPDim=22020.09 | 95.44 | |
| UMAPDim=642020.09 | 95.38 | |
| UMAP/AEDim=22020.09 | 95.37 | |
| t-SNEDim=22020.09 | 95.02 | |
| Parametric t-SNEDim=22020.09 | 93.78 | |
| PHATEDim=22020.09 | 81.14 | |
| AEDim=22020.09 | 79.26 | |
| VAEDim=22020.09 | 76.49 | |
| SCVISDim=22020.09 | 73.55 | |
| IVISDim=22020.09 | 70.09 | |
| PCADim=22020.09 | 42.01 |