Intrinsic Dimension Estimation on Manifold M23 (d=20) uniform samples n=2000
19.98Mean Dimension EstimateDanCo
Evaluation Results
| Method | Links | |
|---|---|---|
| DanCon=2000, replicates=1002025.10 | 19.98 | |
| Local PCAn=2000, replicates=1002025.10 | 19.79 | |
| QEn=2000, replicates=1002025.10 | 19.45 | |
| CA-PCAn=2000, replicates=1002025.10 | 19 | |
| TLSn=2000, replicates=1002025.10 | 18.18 | |
| TwoNNn=2000, replicates=1002025.10 | 16.17 | |
| Wassersteinn=2000, replicates=1002025.10 | 14.94 | |
| MLEn=2000, replicates=1002025.10 | 14.59 | |
| TLEn=2000, replicates=1002025.10 | 14.51 | |
| MADAn=2000, replicates=1002025.10 | 14.09 |