Dimensionality Reduction on Fashion-MNIST benchmark leaderboard · SOTA2 Research

Dimensionality Reduction on Fashion-MNIST

0.356KL Divergence (0.01)PCA

Evaluation Results

Method	Links
PCA2019.06		0.356	0.052	0.0007	0.057	0.968	0.917	9.1	0.1844
TopoAE2019.06		0.392	0.054	0.001	0.032	0.98	0.956	20.5	0.1207
TSNE2019.06		0.405	0.071	0.002	0.02	0.967	0.974	41.3	—
UMAP2019.06		0.424	0.065	0.0016	0.029	0.981	0.959	13.7	—
AE2019.06		0.478	0.068	0.0013	0.026	0.968	0.974	20.7	0.102