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Intrinsic Dimension Estimation on Manifold M42 d=3 n=2000 (uniform samples)
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3
Mean Dimension Estimate
Local PCA
2.9836
3.0943
3.205
3.3157
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Local PCA
n=2000, replicates=100
2025.10
3
QE
n=2000, replicates=100
2025.10
3
TLS
n=2000, replicates=100
2025.10
3
DanCo
n=2000, replicates=100
2025.10
3.01
TwoNN
n=2000, replicates=100
2025.10
3.03
CA-PCA
n=2000, replicates=100
2025.10
3.12
MLE
n=2000, replicates=100
2025.10
3.19
MADA
n=2000, replicates=100
2025.10
3.22
Wasserstein
n=2000, replicates=100
2025.10
3.3
TLE
n=2000, replicates=100
2025.10
3.41
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