Intrinsic Dimension Estimation on Manifold M33 d=20 n=2000 (uniform samples)
20.87Mean Dimension EstimateDanCo
Evaluation results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 20.87 | |
| QEn=2000, replicates=1002025.10 | 20.1 | |
| TLSn=2000, replicates=1002025.10 | 20 | |
| Local PCAn=2000, replicates=1002025.10 | 19.99 | |
| CA-PCAn=2000, replicates=1002025.10 | 19.38 | |
| TwoNNn=2000, replicates=1002025.10 | 15.41 | |
| Wassersteinn=2000, replicates=1002025.10 | 14.37 | |
| MLEn=2000, replicates=1002025.10 | 14.09 | |
| TLEn=2000, replicates=1002025.10 | 13.71 | |
| MADAn=2000, replicates=1002025.10 | 13.65 |