Structural Preservation on PubMed
71.4Spearman Correlationgraph NE
Evaluation Results
| Method | Links | |
|---|---|---|
| graph NEd=128, Distance Metric=Cosine2025.03 | 71.4 | |
| t-FDPd=2, Distance Metric=Euclidean2025.03 | 63.6 | |
| graph NEτd=128, Distance Metric=Cosine2025.03 | 59.2 | |
| ForceAtlas2d=2, Distance Metric=Euclidean2025.03 | 51 | |
| DRGraphd=2, Distance Metric=Euclidean2025.03 | 41.3 | |
| Laplacian E.d=128, Distance Metric=Cosine2025.03 | 37.7 | |
| graph NEd=2, Distance Metric=Euclidean2025.03 | 35 | |
| SGtSNEpid=2, Distance Metric=Euclidean2025.03 | 33.8 | |
| CNE, τ = 0.5d=128, Distance Metric=Cosine2025.03 | 32.9 | |
| node2vecd=128, Distance Metric=Cosine2025.03 | 23.6 | |
| Laplacian E.d=2, Distance Metric=Euclidean2025.03 | 21.3 | |
| DeepWalkd=128, Distance Metric=Cosine2025.03 | 17 |