Multidimensional Projection on MNIST, FashionMNIST, HAR, Reuters, USPS Aggregated Means benchmark leaderboard · SOTA2 Research

Multidimensional Projection on MNIST, FashionMNIST, HAR, Reuters, USPS Aggregated Means

0.94Trustworthinesst-SNE

Evaluation Results

Method	Links
t-SNE2023.06		0.94	0.968	0.436	25.951	91.4	0.754
UMAP2023.06		0.91	0.96	0.424	1.389	87.4	0.741
NNP[t-SNE]2023.06		0.903	0.967	0.441	0.872	85.9	0.742
AE2023.06		0.878	0.917	0.342	1.236	79.3	0.622
SSNP2023.06		0.862	0.928	0.451	0.334	77.7	0.62
SSNP2023.06		0.849	0.922	0.461	0.301	81.2	0.674
ShaRP2023.06		0.832	0.897	0.426	0.782	74.7	0.658
Isomap2023.06		0.817	0.927	0.54	4.355	73.7	0.587
ShaRP2023.06		0.816	0.886	0.382	0.77	77.1	0.661
SSNP2023.06		0.797	0.902	0.454	0.5	97.7	0.93
ShaRP2023.06		0.755	0.864	0.343	0.783	93.9	0.89