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Intrinsic Dimension Estimation on M11 manifold d=5
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6.18
Mean Estimated Dimension
DanCo
4.5888
5.0019
5.415
5.8281
Oct 16, 2025
Mean Estimated Dimension
Std Dev of Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Estimated Dimension
Std Dev of Estimate
DanCo
n=500
2025.10
6.18
0.26
TLE
n=500
2025.10
5.06
0.04
CA-PCA
n=500
2025.10
5.03
0.01
Local PCA
n=500
2025.10
5
0
QE
n=500
2025.10
5
0
TLS
n=500
2025.10
5
0
TwoNN
n=500
2025.10
4.9
0.28
Wasserstein
n=500
2025.10
4.88
0.08
MLE
n=500
2025.10
4.78
0.04
MADA
n=500
2025.10
4.65
0.05
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