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Intrinsic Dimension Estimation on MNL6 true dimension d=18 n=500
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25.52
Mean Dimension Estimate
Local PCA
4.9384
10.2817
15.625
20.9683
Oct 16, 2025
Mean Dimension Estimate
Std Dev Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Std Dev Estimate
Local PCA
n (sample size)=500, N...
2025.10
25.52
0.25
DanCo
n (sample size)=500, N...
2025.10
18.28
0.74
CA-PCA
n (sample size)=500, N...
2025.10
18.04
0.03
QE
n (sample size)=500, N...
2025.10
18
0
TLS
n (sample size)=500, N...
2025.10
18
0
TwoNN
n (sample size)=500, N...
2025.10
13.68
0.74
MLE
n (sample size)=500, N...
2025.10
11.89
0.09
MADA
n (sample size)=500, N...
2025.10
11.29
0.12
TLE
n (sample size)=500, N...
2025.10
11.25
0.09
Wasserstein
n (sample size)=500, N...
2025.10
5.73
0.1
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