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Intrinsic Dimension Estimation on Manifold M10 d=2 n=2000 (uniform samples)
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2.31
Mean Dimension Estimate
Wasserstein
1.9668
2.0559
2.145
2.2341
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Wasserstein
n=2000, replicates=100
2025.10
2.31
DanCo
n=2000, replicates=100
2025.10
2.16
TLE
n=2000, replicates=100
2025.10
2.1
MADA
n=2000, replicates=100
2025.10
2.06
MLE
n=2000, replicates=100
2025.10
2.05
CA-PCA
n=2000, replicates=100
2025.10
2
QE
n=2000, replicates=100
2025.10
2
TLS
n=2000, replicates=100
2025.10
2
Local PCA
n=2000, replicates=100
2025.10
1.98
TwoNN
n=2000, replicates=100
2025.10
1.98
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