Intrinsic Dimension Estimation on MNL5(12) (n=2000)
5.8Mean Dimension EstimateWasserstein
Evaluation results
| Method | Links | |
|---|---|---|
| WassersteinSample size=2000, Replicates=1002025.10 | 5.8 | |
| QESample size=2000, Replicates=1002025.10 | 10.98 | |
| TLESample size=2000, Replicates=1002025.10 | 12.77 | |
| TLSSample size=2000, Replicates=1002025.10 | 12.92 | |
| MADASample size=2000, Replicates=1002025.10 | 13.4 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 13.43 | |
| MLESample size=2000, Replicates=1002025.10 | 13.63 | |
| DanCoSample size=2000, Replicates=1002025.10 | 17.36 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 20.33 | |
| Local PCASample size=2000, Replicates=1002025.10 | 23.92 |