KNN Classification on CIFAR10 (k=1)
39.49Accuracy (k=1)VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEDimension=642020.09 | 39.49 | |
| PCADimension=642020.09 | 38.29 | |
| AEDimension=642020.09 | 37.9 | |
| IVISDimension=642020.09 | 35.71 | |
| Parametric t-SNEDimension=642020.09 | 34.26 | |
| t-SNEDimension=22020.09 | 24.57 | |
| UMAPDimension=642020.09 | 23.75 | |
| PHATEDimension=642020.09 | 22.49 | |
| UMAP/AEDimension=642020.09 | 22.23 | |
| Parametric UMAPDimension=642020.09 | 21.39 | |
| AEDimension=22020.09 | 16.96 | |
| UMAPDimension=22020.09 | 16.89 | |
| Parametric t-SNEDimension=22020.09 | 16.75 | |
| VAEDimension=22020.09 | 16.65 | |
| PHATEDimension=22020.09 | 15.99 | |
| UMAP/AEDimension=22020.09 | 15.92 | |
| Parametric UMAPDimension=22020.09 | 15.12 | |
| IVISDimension=22020.09 | 14.45 | |
| PCADimension=22020.09 | 14.36 | |
| SCVISDimension=22020.09 | 13.8 |