ResearchBenchmarksIntrinsic Dimension Estimation on M12 manifold d=10Follow11.16Mean Dimension EstimateDanCo7.80088.67299.54510.4171Oct 16, 2025Evaluation ResultsMethodMethodLinksMean Dimension EstimateStd Dev of EstimateDanCon=500n=5002025.1011.160.37Local PCAn=500n=5002025.1010.210.02CA-PCAn=500n=5002025.1010.10.01QEn=500n=5002025.10100TLSn=500n=5002025.10100TwoNNn=500n=5002025.109.170.53Wassersteinn=500n=5002025.108.670.16TLEn=500n=5002025.108.480.07MLEn=500n=5002025.108.250.07MADAn=500n=5002025.107.930.1