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Intrinsic Dimension Estimation on Manifold M6 (d=1) n=2000 (uniform samples)
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1
Estimated Dimension
Local PCA
0.9564
1.2507
1.545
1.8393
Oct 16, 2025
Estimated Dimension
Updated 19d ago
Evaluation Results
Method
Method
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Estimated Dimension
Local PCA
n=2000, replicates=100
2025.10
1
CA-PCA
n=2000, replicates=100
2025.10
1
DanCo
n=2000, replicates=100
2025.10
1
TwoNN
n=2000, replicates=100
2025.10
1
QE
n=2000, replicates=100
2025.10
1
MADA
n=2000, replicates=100
2025.10
1.01
MLE
n=2000, replicates=100
2025.10
1.02
TLE
n=2000, replicates=100
2025.10
1.1
TLS
n=2000, replicates=100
2025.10
2
Wasserstein
n=2000, replicates=100
2025.10
2.09
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