Dimensionality Reduction on CIFAR-10 benchmark leaderboard · SOTA2 Research

Dimensionality Reduction on CIFAR-10

0.556KL Divergence (0.01)TopoAE

Evaluation Results

Method	Links
TopoAE2019.06		0.556	0.019	0.0003	0.108	0.927	0.845	37.9	0.1398
PCA2019.06		0.591	0.02	0.0002	0.119	0.931	0.821	17.7	0.1482
UMAP2019.06		0.617	0.026	0.0005	0.127	0.92	0.817	33.6	—
TSNE2019.06		0.627	0.03	0.0007	0.103	0.903	0.863	25.6	—
AE2019.06		0.668	0.035	0.0006	0.132	0.851	0.864	36.3	0.1403