Intrinsic Dimension Estimation on MNL6(18) (n=2000)
22.31Mean Estimated DimensionLocal PCA
Evaluation results
| Method | Links | |
|---|---|---|
| Local PCASample size=2000, Replicates=1002025.10 | 22.31 | |
| DanCoSample size=2000, Replicates=1002025.10 | 20.73 | |
| TLSSample size=2000, Replicates=1002025.10 | 18 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 17.89 | |
| QESample size=2000, Replicates=1002025.10 | 17 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 14.29 | |
| MLESample size=2000, Replicates=1002025.10 | 13.21 | |
| MADASample size=2000, Replicates=1002025.10 | 12.78 | |
| TLESample size=2000, Replicates=1002025.10 | 12.73 | |
| WassersteinSample size=2000, Replicates=1002025.10 | 6.73 |