Intrinsic Dimension Estimation on MNL1 (d=6, n=2000)
6.61Mean Dimension EstimateDanCo
Evaluation results
| Method | Links | |
|---|---|---|
| DanCoSample size=2000, Replicates=1002025.10 | 6.61 | |
| TLSSample size=2000, Replicates=1002025.10 | 6.36 | |
| Local PCASample size=2000, Replicates=1002025.10 | 6.34 | |
| QESample size=2000, Replicates=1002025.10 | 5.99 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 5.91 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 5.31 | |
| TLESample size=2000, Replicates=1002025.10 | 4.63 | |
| MLESample size=2000, Replicates=1002025.10 | 4.61 | |
| MADASample size=2000, Replicates=1002025.10 | 4.42 | |
| WassersteinSample size=2000, Replicates=1002025.10 | 4.24 |