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Intrinsic Dimension Estimation on Manifold M5 (d=2) n=2000 (uniform samples)

2.26Mean Dimension EstimateWasserstein
1.93762.02132.1052.1887Oct 16, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Wassersteinn=2000, replicates=1002025.102.26
DanCon=2000, replicates=1002025.102.14
TLEn=2000, replicates=1002025.102.03
CA-PCAn=2000, replicates=1002025.102
QEn=2000, replicates=1002025.102
TLSn=2000, replicates=1002025.102
Local PCAn=2000, replicates=1002025.101.97
TwoNNn=2000, replicates=1002025.101.97
MLEn=2000, replicates=1002025.101.97
MADAn=2000, replicates=1002025.101.95