KNN Classification on CIFAR10
38Accuracy (k=5)IVIS
Evaluation Results
| Method | Links | |
|---|---|---|
| IVISDim=642020.09 | 38 | |
| VAEDim=642020.09 | 37.77 | |
| PCADim=642020.09 | 37.69 | |
| AEDim=642020.09 | 37.28 | |
| Parametric t-SNEDim=642020.09 | 35.56 | |
| UMAPDim=642020.09 | 26.94 | |
| t-SNEDim=22020.09 | 26.08 | |
| Parametric UMAPDim=642020.09 | 25.19 | |
| PHATEDim=642020.09 | 25.17 | |
| UMAP/AEDim=642020.09 | 24.77 | |
| Parametric t-SNEDim=22020.09 | 20.17 | |
| AEDim=22020.09 | 20.07 | |
| VAEDim=22020.09 | 19.41 | |
| UMAPDim=22020.09 | 19.36 | |
| UMAP/AEDim=22020.09 | 18.33 | |
| PHATEDim=22020.09 | 18.15 | |
| Parametric UMAPDim=22020.09 | 17.22 | |
| IVISDim=22020.09 | 15.92 | |
| SCVISDim=22020.09 | 15.84 | |
| PCADim=22020.09 | 15.03 |