ResearchBenchmarksIntrinsic Dimension Estimation on M43 manifold d=3Follow3Mean Estimated DimensionQE2.89923.57964.264.9404Oct 16, 2025Evaluation ResultsMethodMethodLinksMean Estimated DimensionStd Dev EstimateQEn=500n=5002025.1030TwoNNn=500n=5002025.103.060.16MLEn=500n=5002025.103.360.03Local PCAn=500n=5002025.103.440.03MADAn=500n=5002025.103.450.04TLSn=500n=5002025.103.470.04DanCon=500n=5002025.103.580.14Wassersteinn=500n=5002025.103.580.04TLEn=500n=5002025.103.630.03CA-PCAn=500n=5002025.105.520.05