ResearchBenchmarksIntrinsic Dimension Estimation on M5 manifold d=2Follow2.35Mean Dimension EstimateWasserstein1.84041.97272.1052.2373Oct 16, 2025Evaluation ResultsMethodMethodLinksMean Dimension EstimateStd DevWassersteinn=500n=5002025.102.350.06DanCon=500n=5002025.102.160.03TLEn=500n=5002025.102.010.02CA-PCAn=500n=5002025.1020QEn=500n=5002025.1020TLSn=500n=5002025.1020TwoNNn=500n=5002025.101.980.12Local PCAn=500n=5002025.101.950.01MLEn=500n=5002025.101.910.02MADAn=500n=5002025.101.860.03