Intrinsic Dimension Estimation on Manifold M5 (d=2) n=2000 (uniform samples)
2.26Mean Dimension EstimateWasserstein
Evaluation Results
| Method | Links | |
|---|---|---|
| Wassersteinn=2000, replicates=1002025.10 | 2.26 | |
| DanCon=2000, replicates=1002025.10 | 2.14 | |
| TLEn=2000, replicates=1002025.10 | 2.03 | |
| 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 | 1.97 | |
| TwoNNn=2000, replicates=1002025.10 | 1.97 | |
| MLEn=2000, replicates=1002025.10 | 1.97 | |
| MADAn=2000, replicates=1002025.10 | 1.95 |