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Intrinsic Dimension Estimation on Manifold M9 d=2 n=2000 (uniform samples)
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2.29
Mean Dimension Estimate
Wasserstein
1.9884
2.0667
2.145
2.2233
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Wasserstein
n=2000, replicates=100
2025.10
2.29
TLE
n=2000, replicates=100
2025.10
2.19
DanCo
n=2000, replicates=100
2025.10
2.15
MADA
n=2000, replicates=100
2025.10
2.09
MLE
n=2000, replicates=100
2025.10
2.08
Local PCA
n=2000, replicates=100
2025.10
2
CA-PCA
n=2000, replicates=100
2025.10
2
TwoNN
n=2000, replicates=100
2025.10
2
QE
n=2000, replicates=100
2025.10
2
TLS
n=2000, replicates=100
2025.10
2
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