ResearchBenchmarksIntrinsic Dimension Estimation on M22 manifold d=10Intrinsic Dimension Estimation on M22 manifold d=10Follow10.03Mean Dimension EstimateDanCo4.99646.30327.618.9168Oct 16, 2025Evaluation resultsMethodMethodLinksMean Dimension EstimateStd Dev of EstimateDanCon=500n=5002025.1010.030.17CA-PCAn=500n=5002025.109.990.01Local PCAn=500n=5002025.109.930.03QEn=500n=5002025.109.840.29TwoNNn=500n=5002025.108.790.51Wassersteinn=500n=5002025.108.280.26TLEn=500n=5002025.107.880.05MLEn=500n=5002025.107.750.06MADAn=500n=5002025.107.450.08TLSn=500n=5002025.105.190.18