ResearchBenchmarksIntrinsic Dimension Estimation on M11 manifold d=5Intrinsic Dimension Estimation on M11 manifold d=5Follow6.18Mean Estimated DimensionDanCo4.58885.00195.4155.8281Oct 16, 2025Evaluation resultsMethodMethodLinksMean Estimated DimensionStd Dev of EstimateDanCon=500n=5002025.106.180.26TLEn=500n=5002025.105.060.04CA-PCAn=500n=5002025.105.030.01Local PCAn=500n=5002025.1050QEn=500n=5002025.1050TLSn=500n=5002025.1050TwoNNn=500n=5002025.104.90.28Wassersteinn=500n=5002025.104.880.08MLEn=500n=5002025.104.780.04MADAn=500n=5002025.104.650.05