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Intrinsic Dimension Estimation on S10 manifold embedded in R11 sigma = 0.0
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11
Average Estimated Dimension
lPCA
9.024
9.537
10.05
10.563
Mar 11, 2026
Average Estimated Dimension
Updated 2mo ago
Evaluation Results
Method
Method
Links
Average Estimated Dimension
lPCA
2026.03
11
FisherS
2026.03
11
DANCo
2026.03
10.9
TLE
2026.03
10.1
L2N2(2,1)
2026.03
10.05
ESS
2026.03
10
KNN
2026.03
9.91
GRIDE
2026.03
9.4
TwoNN
2026.03
9.4
MiND ML
2026.03
9.4
PH
2026.03
9.38
MLE
2026.03
9.26
WODCap
2026.03
9.15
CorrInt
2026.03
9.1
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