Intrinsic Dimension Estimation on MNL4(10) (n=2000)
16.07Mean Dimension EstimateLocal PCA
Evaluation results
| Method | Links | |
|---|---|---|
| Local PCASample size=2000, Replicates=1002025.10 | 16.07 | |
| TLSSample size=2000, Replicates=1002025.10 | 10.92 | |
| QESample size=2000, Replicates=1002025.10 | 9.34 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 9.16 | |
| DanCoSample size=2000, Replicates=1002025.10 | 7 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 6.45 | |
| MLESample size=2000, Replicates=1002025.10 | 6.06 | |
| MADASample size=2000, Replicates=1002025.10 | 5.93 | |
| TLESample size=2000, Replicates=1002025.10 | 5.42 | |
| WassersteinSample size=2000, Replicates=1002025.10 | 3.62 |