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Intrinsic Dimension Estimation on M12 manifold d=10
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11.16
Mean Dimension Estimate
DanCo
7.8008
8.6729
9.545
10.4171
Oct 16, 2025
Mean Dimension Estimate
Std Dev of Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Std Dev of Estimate
DanCo
n=500
2025.10
11.16
0.37
Local PCA
n=500
2025.10
10.21
0.02
CA-PCA
n=500
2025.10
10.1
0.01
QE
n=500
2025.10
10
0
TLS
n=500
2025.10
10
0
TwoNN
n=500
2025.10
9.17
0.53
Wasserstein
n=500
2025.10
8.67
0.16
TLE
n=500
2025.10
8.48
0.07
MLE
n=500
2025.10
8.25
0.07
MADA
n=500
2025.10
7.93
0.1
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