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Intrinsic Dimension Estimation on Manifold M5 (d=2) n=2000 (uniform samples)
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2.26
Mean Dimension Estimate
Wasserstein
1.9376
2.0213
2.105
2.1887
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Wasserstein
n=2000, replicates=100
2025.10
2.26
DanCo
n=2000, replicates=100
2025.10
2.14
TLE
n=2000, replicates=100
2025.10
2.03
CA-PCA
n=2000, replicates=100
2025.10
2
QE
n=2000, replicates=100
2025.10
2
TLS
n=2000, replicates=100
2025.10
2
Local PCA
n=2000, replicates=100
2025.10
1.97
TwoNN
n=2000, replicates=100
2025.10
1.97
MLE
n=2000, replicates=100
2025.10
1.97
MADA
n=2000, replicates=100
2025.10
1.95
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