ResearchBenchmarksIntrinsic Dimension Estimation on M6 manifold d=1Follow2.75Mean Dimension EstimateCA-PCA0.931.40251.8752.3475Oct 16, 2025Evaluation ResultsMethodMethodLinksMean Dimension EstimateStd Dev EstimateCA-PCAn=500n=5002025.102.750.04Wassersteinn=500n=5002025.102.210.05TLSn=500n=5002025.1020QEn=500n=5002025.101.970.01TLEn=500n=5002025.101.210.01MADAn=500n=5002025.101.110.02MLEn=500n=5002025.101.090.01DanCon=500n=5002025.101.010.02Local PCAn=500n=5002025.1010TwoNNn=500n=5002025.1010.07