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Intrinsic Dimension Estimation on MNL3 (d=4, n=500)
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7.65
Mean Dimension Estimate
Local PCA
3.7604
4.7702
5.78
6.7898
Oct 16, 2025
Mean Dimension Estimate
Standard Deviation
Updated 2mo ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Standard Deviation
Local PCA
n (sample size)=500, N...
2025.10
7.65
0.05
CA-PCA
n (sample size)=500, N...
2025.10
7.44
0.06
TLS
n (sample size)=500, N...
2025.10
6.93
0.01
DanCo
n (sample size)=500, N...
2025.10
6
0.28
QE
n (sample size)=500, N...
2025.10
5.26
0.1
MADA
n (sample size)=500, N...
2025.10
5.07
0.09
TLE
n (sample size)=500, N...
2025.10
4.75
0.04
MLE
n (sample size)=500, N...
2025.10
4.68
0.07
Wasserstein
n (sample size)=500, N...
2025.10
4.03
0.08
TwoNN
n (sample size)=500, N...
2025.10
3.91
0.2
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