Dimensionality Reduction on MNIST benchmark leaderboard · SOTA2 Research

Dimensionality Reduction on MNIST

0.277KL Divergence (0.01)TSNE

Evaluation Results

Method	Links
TSNE2019.06		0.277	0.133	0.0021	0.04	0.921	0.946	22.9	—
UMAP2019.06		0.321	0.146	0.0023	0.051	0.94	0.938	14.6	—
TopoAE2019.06		0.341	0.11	0.0011	0.056	0.932	0.928	19.6	0.1388
PCA2019.06		0.389	0.163	0.0016	0.166	0.901	0.745	13.2	0.2227
AE2019.06		0.62	0.155	0.0016	0.058	0.913	0.937	18.2	0.1373