Intrinsic Dimension Estimation on Manifold M31 d=5 n=2000 (uniform samples)
5.11Mean Dimension EstimateDanCo
Evaluation results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 5.11 | |
| Local PCAn=2000, replicates=1002025.10 | 5 | |
| CA-PCAn=2000, replicates=1002025.10 | 5 | |
| QEn=2000, replicates=1002025.10 | 5 | |
| TLSn=2000, replicates=1002025.10 | 5 | |
| TwoNNn=2000, replicates=1002025.10 | 4.68 | |
| TLEn=2000, replicates=1002025.10 | 4.62 | |
| MLEn=2000, replicates=1002025.10 | 4.5 | |
| Wassersteinn=2000, replicates=1002025.10 | 4.42 | |
| MADAn=2000, replicates=1002025.10 | 4.41 |