Intrinsic Dimension Estimation on Manifold M42 d=3 n=2000 (uniform samples)
3Mean Dimension EstimateLocal PCA
Evaluation results
| Method | Links | |
|---|---|---|
| Local PCAn=2000, replicates=1002025.10 | 3 | |
| QEn=2000, replicates=1002025.10 | 3 | |
| TLSn=2000, replicates=1002025.10 | 3 | |
| DanCon=2000, replicates=1002025.10 | 3.01 | |
| TwoNNn=2000, replicates=1002025.10 | 3.03 | |
| CA-PCAn=2000, replicates=1002025.10 | 3.12 | |
| MLEn=2000, replicates=1002025.10 | 3.19 | |
| MADAn=2000, replicates=1002025.10 | 3.22 | |
| Wassersteinn=2000, replicates=1002025.10 | 3.3 | |
| TLEn=2000, replicates=1002025.10 | 3.41 |