KNN Classification on FMNIST
88.3Accuracy (k=5)VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEDim=642020.09 | 88.3 | |
| AEDim=642020.09 | 87.56 | |
| PCADim=642020.09 | 85.68 | |
| Parametric t-SNEDim=642020.09 | 84.79 | |
| IVISDim=642020.09 | 83.55 | |
| PHATEDim=642020.09 | 81.26 | |
| UMAPDim=642020.09 | 80.59 | |
| t-SNEDim=22020.09 | 80.39 | |
| UMAP/AEDim=642020.09 | 80.28 | |
| Parametric UMAPDim=642020.09 | 78.78 | |
| UMAPDim=22020.09 | 76.08 | |
| UMAP/AEDim=22020.09 | 75.61 | |
| Parametric UMAPDim=22020.09 | 74.07 | |
| Parametric t-SNEDim=22020.09 | 73.61 | |
| AEDim=22020.09 | 73.39 | |
| VAEDim=22020.09 | 71.61 | |
| PHATEDim=22020.09 | 71.38 | |
| SCVISDim=22020.09 | 67.35 | |
| IVISDim=22020.09 | 66.2 | |
| PCADim=22020.09 | 50.55 |