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Intrinsic Dimension Estimation on MNL6(18) (n=2000)
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22.31
Mean Estimated Dimension
Local PCA
6.1068
10.3134
14.52
18.7266
Oct 16, 2025
Mean Estimated Dimension
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Estimated Dimension
Local PCA
Sample size=2000, Repl...
2025.10
22.31
DanCo
Sample size=2000, Repl...
2025.10
20.73
TLS
Sample size=2000, Repl...
2025.10
18
CA-PCA
Sample size=2000, Repl...
2025.10
17.89
QE
Sample size=2000, Repl...
2025.10
17
TwoNN
Sample size=2000, Repl...
2025.10
14.29
MLE
Sample size=2000, Repl...
2025.10
13.21
MADA
Sample size=2000, Repl...
2025.10
12.78
TLE
Sample size=2000, Repl...
2025.10
12.73
Wasserstein
Sample size=2000, Repl...
2025.10
6.73
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