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Intrinsic Dimension Estimation on M13 manifold d=20
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20.68
Mean Estimated Dimension
Local PCA
12.5784
14.6817
16.785
18.8883
Oct 16, 2025
Mean Estimated Dimension
Standard Deviation
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Estimated Dimension
Standard Deviation
Local PCA
n=500
2025.10
20.68
0.02
DanCo
n=500
2025.10
20.13
0.37
QE
n=500
2025.10
20
0
TLS
n=500
2025.10
19.99
0
CA-PCA
n=500
2025.10
19.76
0.02
TwoNN
n=500
2025.10
15.9
0.9
Wasserstein
n=500
2025.10
14.73
0.35
MLE
n=500
2025.10
13.54
0.1
TLE
n=500
2025.10
13.33
0.1
MADA
n=500
2025.10
12.89
0.15
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