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Intrinsic Dimension Estimation on M21 manifold d=5
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5
Mean Dimension Estimate
CA-PCA
2.7744
3.3522
3.93
4.5078
Oct 16, 2025
Mean Dimension Estimate
Std Dev of Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Std Dev of Dimension Estimate
CA-PCA
n=500
2025.10
5
0
DanCo
n=500
2025.10
4.97
0.13
Local PCA
n=500
2025.10
4.91
0.03
QE
n=500
2025.10
4.72
0.28
TwoNN
n=500
2025.10
4.64
0.3
TLE
n=500
2025.10
4.58
0.04
Wasserstein
n=500
2025.10
4.52
0.07
MLE
n=500
2025.10
4.41
0.04
MADA
n=500
2025.10
4.24
0.05
TLS
n=500
2025.10
2.86
0.04
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