Intrinsic Dimension Estimation on MNL3 (d=4, n=2000)
6.87Mean Estimated DimensionTLS
Evaluation results
| Method | Links | |
|---|---|---|
| TLSSample size=2000, Replicates=1002025.10 | 6.87 | |
| CA-PCASample size=2000, Replicates=1002025.10 | 6.28 | |
| DanCoSample size=2000, Replicates=1002025.10 | 5.53 | |
| MADASample size=2000, Replicates=1002025.10 | 4.47 | |
| Local PCASample size=2000, Replicates=1002025.10 | 4.42 | |
| TLESample size=2000, Replicates=1002025.10 | 4.42 | |
| MLESample size=2000, Replicates=1002025.10 | 4.24 | |
| WassersteinSample size=2000, Replicates=1002025.10 | 4.2 | |
| QESample size=2000, Replicates=1002025.10 | 4.16 | |
| TwoNNSample size=2000, Replicates=1002025.10 | 3.89 |