Intrinsic Dimension Estimation on Manifold M12 (d=10) (n=2000, uniform samples)
10.92Mean Dimension EstimateDanCo
Evaluation Results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 10.92 | |
| CA-PCAn=2000, replicates=1002025.10 | 10.01 | |
| Local PCAn=2000, replicates=1002025.10 | 10 | |
| QEn=2000, replicates=1002025.10 | 10 | |
| TLSn=2000, replicates=1002025.10 | 10 | |
| TwoNNn=2000, replicates=1002025.10 | 9.4 | |
| TLEn=2000, replicates=1002025.10 | 9.2 | |
| Wassersteinn=2000, replicates=1002025.10 | 9.06 | |
| MLEn=2000, replicates=1002025.10 | 8.89 | |
| MADAn=2000, replicates=1002025.10 | 8.68 |