ResearchBenchmarksIntrinsic Dimension Estimation on S10 manifold embedded in R11 sigma = 0.01Follow11Average Estimated DimensionlPCA7.74488.58999.43510.2801Mar 11, 2026Evaluation ResultsMethodMethodLinksAverage Estimated DimensionlPCA2026.0311DANCo2026.0311ESS2026.0310.27L2N2(2,1)2026.0310.02MiND ML2026.0310KNN2026.039.99TLE2026.039.89TwoNN2026.039.82GRIDE2026.039.77PH2026.039.34CorrInt2026.039.32MLE2026.039.25WODCap2026.039.15FisherS2026.037.87