ResearchBenchmarksIntrinsic Dimension Estimation on M8 manifold d=2Intrinsic Dimension Estimation on M8 manifold d=2Follow2.29Mean Dimension EstimateWasserstein1.81161.93582.062.1842Oct 16, 2025Evaluation resultsMethodMethodLinksMean Dimension EstimateDimension Estimate Std DevWassersteinn=500n=5002025.102.290.07DanCon=500n=5002025.102.180.03CA-PCAn=500n=5002025.1020QEn=500n=5002025.1020TLSn=500n=5002025.1020TLEn=500n=5002025.101.970.01TwoNNn=500n=5002025.101.960.12Local PCAn=500n=5002025.101.930.01MLEn=500n=5002025.101.880.01MADAn=500n=5002025.101.830.02