Intrinsic Dimension Estimation on Manifold M10 d=2 n=2000 (uniform samples)
2.31Mean Dimension EstimateWasserstein
Evaluation results
| Method | Links | |
|---|---|---|
| Wassersteinn=2000, replicates=1002025.10 | 2.31 | |
| DanCon=2000, replicates=1002025.10 | 2.16 | |
| TLEn=2000, replicates=1002025.10 | 2.1 | |
| MADAn=2000, replicates=1002025.10 | 2.06 | |
| MLEn=2000, replicates=1002025.10 | 2.05 | |
| CA-PCAn=2000, replicates=1002025.10 | 2 | |
| QEn=2000, replicates=1002025.10 | 2 | |
| TLSn=2000, replicates=1002025.10 | 2 | |
| Local PCAn=2000, replicates=1002025.10 | 1.98 | |
| TwoNNn=2000, replicates=1002025.10 | 1.98 |