Intrinsic Dimension Estimation on Manifold M11 (d=5) n=2000 (uniform samples)
6.54Mean Estimated DimensionDanCo
Evaluation results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 6.54 | |
| TLEn=2000, replicates=1002025.10 | 5.15 | |
| Local PCAn=2000, replicates=1002025.10 | 5 | |
| CA-PCAn=2000, replicates=1002025.10 | 5 | |
| QEn=2000, replicates=1002025.10 | 5 | |
| TLSn=2000, replicates=1002025.10 | 5 | |
| TwoNNn=2000, replicates=1002025.10 | 4.97 | |
| MLEn=2000, replicates=1002025.10 | 4.92 | |
| Wassersteinn=2000, replicates=1002025.10 | 4.89 | |
| MADAn=2000, replicates=1002025.10 | 4.86 |