ResearchBenchmarksIntrinsic Dimension Estimation on S10 manifold embedded in R11 sigma = 0.1Follow11Average Estimated DimensionlPCA5.61287.01148.419.8086Mar 11, 2026Evaluation ResultsMethodMethodLinksAverage Estimated DimensionlPCA2026.0311DANCo2026.0311ESS2026.0310.65TwoNN2026.0310.51GRIDE2026.0310.48L2N2(2,1)2026.0310.47KNN2026.0310.29TLE2026.0310.02MiND ML2026.0310PH2026.039.78MLE2026.039.61CorrInt2026.039.22WODCap2026.039.15FisherS2026.035.82