Intrinsic Dimension Estimation on Manifold M32 (d=10) n=2000 (uniform samples)
7.86Mean Dimension EstimateMADA
Evaluation results
| Method | Links | |
|---|---|---|
| MADAn=2000, replicates=1002025.10 | 7.86 | |
| Wassersteinn=2000, replicates=1002025.10 | 7.99 | |
| MLEn=2000, replicates=1002025.10 | 8.09 | |
| TLEn=2000, replicates=1002025.10 | 8.17 | |
| TwoNNn=2000, replicates=1002025.10 | 8.61 | |
| DanCon=2000, replicates=1002025.10 | 9.71 | |
| Local PCAn=2000, replicates=1002025.10 | 10 | |
| CA-PCAn=2000, replicates=1002025.10 | 10 | |
| QEn=2000, replicates=1002025.10 | 10 | |
| TLSn=2000, replicates=1002025.10 | 10 |