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Intrinsic Dimension Estimation on MNL1 (d=6, n=500)
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7.26
Mean Estimated Dimension
Local PCA
3.2248
4.2724
5.32
6.3676
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
Local PCA
n (sample size)=500, N...
2025.10
7.26
0.21
TLS
n (sample size)=500, N...
2025.10
6.36
0.03
QE
n (sample size)=500, N...
2025.10
5.99
0.01
CA-PCA
n (sample size)=500, N...
2025.10
5.68
0.05
DanCo
n (sample size)=500, N...
2025.10
5.48
0.16
TwoNN
n (sample size)=500, N...
2025.10
5.04
0.27
Wasserstein
n (sample size)=500, N...
2025.10
3.67
0.05
MLE
n (sample size)=500, N...
2025.10
3.61
0.05
TLE
n (sample size)=500, N...
2025.10
3.61
0.06
MADA
n (sample size)=500, N...
2025.10
3.38
0.06
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