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Intrinsic Dimension Estimation on Manifold M7 (d=2) n=2000 (uniform samples)
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2.44
Mean Dimension Estimate
Wasserstein
1.9512
2.0781
2.205
2.3319
Oct 16, 2025
Mean Dimension Estimate
Updated 19d ago
Evaluation Results
Method
Method
Links
Mean Dimension Estimate
Wasserstein
n=2000, replicates=100
2025.10
2.44
DanCo
n=2000, replicates=100
2025.10
2.16
TLE
n=2000, replicates=100
2025.10
2.09
CA-PCA
n=2000, replicates=100
2025.10
2.03
QE
n=2000, replicates=100
2025.10
2
TLS
n=2000, replicates=100
2025.10
2
MLE
n=2000, replicates=100
2025.10
1.99
MADA
n=2000, replicates=100
2025.10
1.99
Local PCA
n=2000, replicates=100
2025.10
1.98
TwoNN
n=2000, replicates=100
2025.10
1.97
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