Intrinsic Dimension Estimation on MNL2 (d=4, n=2000)
5.09Mean Dimension EstimateDanCo
Evaluation results
| Method | Links | |
|---|---|---|
| DanCoSample size=2000, Replicates=1002025.10 | 5.09 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 4.98 | |
| TLSSample size=2000, Replicates=1002025.10 | 4.72 | |
| QESample size=2000, Replicates=1002025.10 | 4.59 | |
| Local PCASample size=2000, Replicates=1002025.10 | 4.44 | |
| TLESample size=2000, Replicates=1002025.10 | 3.92 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 3.86 | |
| MLESample size=2000, Replicates=1002025.10 | 3.85 | |
| MADASample size=2000, Replicates=1002025.10 | 3.81 | |
| WassersteinSample size=2000, Replicates=1002025.10 | 3.66 |