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Intrinsic Dimension Estimation on MNL4(10) (n=2000)
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16.07
Mean Dimension Estimate
Local PCA
3.122
6.4835
9.845
13.2065
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
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Mean Dimension Estimate
Local PCA
Sample size=2000, Repl...
2025.10
16.07
TLS
Sample size=2000, Repl...
2025.10
10.92
QE
Sample size=2000, Repl...
2025.10
9.34
CA-PCA
Sample size=2000, Repl...
2025.10
9.16
DanCo
Sample size=2000, Repl...
2025.10
7
TwoNN
Sample size=2000, Repl...
2025.10
6.45
MLE
Sample size=2000, Repl...
2025.10
6.06
MADA
Sample size=2000, Repl...
2025.10
5.93
TLE
Sample size=2000, Repl...
2025.10
5.42
Wasserstein
Sample size=2000, Repl...
2025.10
3.62
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