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Intrinsic Dimension Estimation on MNIST
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84.66
Intrinsic Dimension Estimate
CA-PCA
3.6128
24.6539
45.695
66.7361
Oct 16, 2025
Nov 21, 2025
Dec 27, 2025
Feb 1, 2026
Mar 9, 2026
Apr 14, 2026
May 20, 2026
Intrinsic Dimension Estimate
Updated 12d ago
Evaluation Results
Method
Method
Links
Intrinsic Dimension Estimate
CA-PCA
2025.10
84.66
Local PCA
2025.10
15.41
Representation Gap
Estimator=Rn
2026.05
13
TwoNN
2025.10
12.98
Ansuini et al.
2026.05
12.5
DanCo
2025.10
9.98
Wasserstein
2025.10
9.49
QE
2025.10
9.23
MLE
2025.10
8.97
MADA
2025.10
8.67
TLE
2025.10
7.92
Pope et al.
2026.05
7
TLS
2025.10
6.73
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