Intrinsic Dimension Estimation on MNIST
84.66Intrinsic Dimension EstimateCA-PCA
Evaluation results
| Method | Links | |
|---|---|---|
| CA-PCA2025.10 | 84.66 | |
| Local PCA2025.10 | 15.41 | |
| Representation GapEstimator=Rn2026.05 | 13 | |
| TwoNN2025.10 | 12.98 | |
| Ansuini et al.2026.05 | 12.5 | |
| DanCo2025.10 | 9.98 | |
| Wasserstein2025.10 | 9.49 | |
| QE2025.10 | 9.23 | |
| MLE2025.10 | 8.97 | |
| MADA2025.10 | 8.67 | |
| TLE2025.10 | 7.92 | |
| Pope et al.2026.05 | 7 | |
| TLS2025.10 | 6.73 |