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ResearchFormerly WizWand

Intrinsic Dimension Estimation on S10 manifold embedded in R11 sigma = 0.1

11Average Estimated DimensionlPCA
5.61287.01148.419.8086Mar 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
lPCA2026.0311
DANCo2026.0311
ESS2026.0310.65
TwoNN2026.0310.51
GRIDE2026.0310.48
L2N2(2,1)2026.0310.47
KNN2026.0310.29
TLE2026.0310.02
MiND ML2026.0310
PH2026.039.78
MLE2026.039.61
CorrInt2026.039.22
WODCap2026.039.15
FisherS2026.035.82