ResearchBenchmarksIntrinsic Dimension Estimation on M10 Manifold (d=2)Follow2.44Estimated DimensionWasserstein1.93042.06272.1952.3273Oct 16, 2025Evaluation ResultsMethodMethodLinksEstimated DimensionStd Dev EstimateWassersteinn=500n=5002025.102.440.07DanCon=500n=5002025.102.180.03TLEn=500n=5002025.102.140.01MLEn=500n=5002025.102.110.02MADAn=500n=5002025.102.110.03CA-PCAn=500n=5002025.102.070.01QEn=500n=5002025.1020TLSn=500n=5002025.1020TwoNNn=500n=5002025.101.990.12Local PCAn=500n=5002025.101.950.01