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ResearchFormerly WizWand

Intrinsic Dimension Estimation on M13 manifold d=20

20.68Mean Estimated DimensionLocal PCA
12.578414.681716.78518.8883Oct 16, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Local PCAn=5002025.1020.680.02
DanCon=5002025.1020.130.37
QEn=5002025.10200
TLSn=5002025.1019.990
CA-PCAn=5002025.1019.760.02
TwoNNn=5002025.1015.90.9
Wassersteinn=5002025.1014.730.35
MLEn=5002025.1013.540.1
TLEn=5002025.1013.330.1
MADAn=5002025.1012.890.15