ResearchBenchmarksDimensionality Reduction on MNIST (Aggregated local-global score)Follow0.64Aggregated Local-Global ScoreDREAMS-MDS0.07840.22420.370.5158Aug 19, 2025Evaluation ResultsMethodMethodLinksAggregated Local-Global ScoreDREAMS-MDS2025.080.64DREAMSλ=0.15λ=0.152025.080.61SQuadMDS-hybrid2025.080.61t-SNE2025.080.61MDS2025.080.5PCA2025.080.35StarMAP2025.080.26PaCMAP2025.080.2PHATE2025.080.19UMAP2025.080.19TriMap2025.080.1