Intrinsic Dimension Estimation on Manifold M41 d=3 n=2000 (uniform samples)
2.99Mean Dimension EstimateDanCo
Evaluation Results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 2.99 | |
| Local PCAn=2000, replicates=1002025.10 | 3 | |
| QEn=2000, replicates=1002025.10 | 3 | |
| TLSn=2000, replicates=1002025.10 | 3 | |
| TwoNNn=2000, replicates=1002025.10 | 3.03 | |
| CA-PCAn=2000, replicates=1002025.10 | 3.11 | |
| MLEn=2000, replicates=1002025.10 | 3.19 | |
| MADAn=2000, replicates=1002025.10 | 3.22 | |
| Wassersteinn=2000, replicates=1002025.10 | 3.3 | |
| TLEn=2000, replicates=1002025.10 | 3.4 |