Manifold Learning on Swiss hole benchmark leaderboard · SOTA2 Research

Manifold Learning on Swiss hole

0.994TrustworthinessUMAP

Evaluation Results

Method	Links
UMAP2026.07		0.994	0.937	0.802	0.815
t-SNE2026.07		0.994	0.967	0.632	0.656
DTNE2026.07		0.97	0.951	0.92	0.924
EntroPath2026.07		0.97	0.951	0.91	0.917
Diffusion Maps2026.07		0.969	0.943	0.864	0.871
Laplacian Eigenmaps2026.07		0.966	0.943	0.866	0.873
HeatGeo2026.07		0.966	0.956	0.931	0.934
Shortest Path2026.07		0.964	0.958	0.948	0.948
MDS2026.07		0.959	0.988	0.683	0.7
Isomap2026.07		0.955	0.959	0.943	0.942
PHATE2026.07		0.953	0.948	0.907	0.908
PCA2026.07		0.951	0.99	0.683	0.699