ResearchTasksDistance-level row-wise correlationDistance-level row-wise correlationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSwiss roll Non-uniform sampling (Beta(1, 4)) analytic geodesic ground truthIsomap / Shortest Path1Spearman Correlation21Jul 8, 2026Swiss roll Uniform sampling analytic geodesic ground truthIsomap / Shortest Path0.993Spearman Correlation21Jul 8, 2026Sparse treeEntroPath0.934Spearman Correlation (row)14Jul 8, 2026
Swiss roll Non-uniform sampling (Beta(1, 4)) analytic geodesic ground truthIsomap / Shortest Path1Spearman Correlation21Jul 8, 2026
Swiss roll Uniform sampling analytic geodesic ground truthIsomap / Shortest Path0.993Spearman Correlation21Jul 8, 2026