ResearchBenchmarksIntrinsic Dimension Estimation on S10 manifold embedded in R11 sigma = 0.0Follow11Average Estimated DimensionlPCA9.0249.53710.0510.563Mar 11, 2026Evaluation ResultsMethodMethodLinksAverage Estimated DimensionlPCA2026.0311FisherS2026.0311DANCo2026.0310.9TLE2026.0310.1L2N2(2,1)2026.0310.05ESS2026.0310KNN2026.039.91GRIDE2026.039.4TwoNN2026.039.4MiND ML2026.039.4PH2026.039.38MLE2026.039.26WODCap2026.039.15CorrInt2026.039.1