Dimensionality Reduction on CIFAR10 (AUC RNX)
0.7473AUC RNXPCA
Evaluation Results
| Method | Links | |
|---|---|---|
| PCATarget Dimension=642020.09 | 0.7473 | |
| AETarget Dimension=642020.09 | 0.6449 | |
| P. t-SNETarget Dimension=642020.09 | 0.5846 | |
| VAETarget Dimension=642020.09 | 0.4022 | |
| IVISTarget Dimension=642020.09 | 0.2438 | |
| t-SNETarget Dimension=22020.09 | 0.232 | |
| UMAPTarget Dimension=642020.09 | 0.2281 | |
| UMAP/AETarget Dimension=642020.09 | 0.224 | |
| P. UMAPTarget Dimension=642020.09 | 0.2197 | |
| PCATarget Dimension=22020.09 | 0.1718 | |
| UMAP/AETarget Dimension=22020.09 | 0.1666 | |
| UMAPTarget Dimension=22020.09 | 0.1664 | |
| P. UMAPTarget Dimension=22020.09 | 0.1631 | |
| PHATETarget Dimension=642020.09 | 0.163 | |
| SCVISTarget Dimension=22020.09 | 0.1619 | |
| VAETarget Dimension=22020.09 | 0.1559 | |
| PHATETarget Dimension=22020.09 | 0.145 | |
| AETarget Dimension=22020.09 | 0.1374 | |
| P. t-SNETarget Dimension=22020.09 | 0.1363 | |
| IVISTarget Dimension=22020.09 | 0.1003 | |
| SCVISTarget Dimension=642020.09 | 0.0002 |