ResearchBenchmarksIntrinsic Dimension Estimation on M23 manifold (d=20)Intrinsic Dimension Estimation on M23 manifold (d=20)Follow20.01Estimated Dimension (Mean)DanCo12.116414.165716.21518.2643Oct 16, 2025Evaluation resultsMethodMethodLinksEstimated Dimension (Mean)Std Dev (Estimate)DanCon=500n=5002025.1020.010.28Local PCAn=500n=5002025.1019.930.02QEn=500n=5002025.1019.490.44CA-PCAn=500n=5002025.1019.10.04TLSn=500n=5002025.1018.170.17TwoNNn=500n=5002025.1015.530.92Wassersteinn=500n=5002025.1014.440.5MLEn=500n=5002025.1013.050.12TLEn=500n=5002025.1012.790.11MADAn=500n=5002025.1012.420.15