KNN Classification on FMNIST (k=1)
87.47Accuracy (k=1)VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEDimension=642020.09 | 87.47 | |
| AEDimension=642020.09 | 86.71 | |
| PCADimension=642020.09 | 83.98 | |
| Parametric t-SNEDimension=642020.09 | 83 | |
| IVISDimension=642020.09 | 81.88 | |
| t-SNEDimension=22020.09 | 78.25 | |
| PHATEDimension=642020.09 | 78.24 | |
| UMAP/AEDimension=642020.09 | 77.72 | |
| UMAPDimension=642020.09 | 76.82 | |
| Parametric UMAPDimension=642020.09 | 74.31 | |
| UMAPDimension=22020.09 | 71.44 | |
| UMAP/AEDimension=22020.09 | 70.83 | |
| Parametric UMAPDimension=22020.09 | 69.41 | |
| Parametric t-SNEDimension=22020.09 | 68.34 | |
| AEDimension=22020.09 | 68.16 | |
| PHATEDimension=22020.09 | 66.55 | |
| VAEDimension=22020.09 | 66.46 | |
| SCVISDimension=22020.09 | 61.65 | |
| IVISDimension=22020.09 | 61.08 | |
| PCADimension=22020.09 | 44.67 |