Intrinsic Dimension Estimation on Manifold M43 d=3 n=2000 (uniform samples)
3Mean Dimension EstimateQE
Evaluation results
| Method | Links | |
|---|---|---|
| QEn=2000, replicates=1002025.10 | 3 | |
| Local PCAn=2000, replicates=1002025.10 | 3.01 | |
| TLSn=2000, replicates=1002025.10 | 3.02 | |
| TwoNNn=2000, replicates=1002025.10 | 3.03 | |
| CA-PCAn=2000, replicates=1002025.10 | 3.17 | |
| MLEn=2000, replicates=1002025.10 | 3.2 | |
| MADAn=2000, replicates=1002025.10 | 3.23 | |
| Wassersteinn=2000, replicates=1002025.10 | 3.28 | |
| TLEn=2000, replicates=1002025.10 | 3.39 | |
| DanCon=2000, replicates=1002025.10 | 3.76 |