ResearchBenchmarksManifold Embedding on TorusFollow13.5Local Correlation MetricHLLE-0.08243.44386.9710.4962May 19, 2026Evaluation ResultsMethodMethodLinksLocal Correlation MetricLcl F1Glbl Pearson CorrGlbl MetricGlbl Performance ScoreHLLE2026.0513.5160.061.2597Euclidean Embedding of Data Using Local Distances2026.051.14760.80.4148DffMps2026.050.83560.870.2545IsoMap2026.050.6550.940.1467LTSA2026.050.52190.050.98100LLE2026.050.45500.690.9861LplcMps2026.050.44470.770.9967