Intrinsic Dimension Estimation on Manifold M6 (d=1) n=2000 (uniform samples)
1Estimated DimensionLocal PCA
Evaluation results
| Method | Links | |
|---|---|---|
| Local PCAn=2000, replicates=1002025.10 | 1 | |
| CA-PCAn=2000, replicates=1002025.10 | 1 | |
| DanCon=2000, replicates=1002025.10 | 1 | |
| TwoNNn=2000, replicates=1002025.10 | 1 | |
| QEn=2000, replicates=1002025.10 | 1 | |
| MADAn=2000, replicates=1002025.10 | 1.01 | |
| MLEn=2000, replicates=1002025.10 | 1.02 | |
| TLEn=2000, replicates=1002025.10 | 1.1 | |
| TLSn=2000, replicates=1002025.10 | 2 | |
| Wassersteinn=2000, replicates=1002025.10 | 2.09 |