Structural Preservation on MAG
53.6Spearman Correlationt-FDP
Evaluation Results
| Method | Links | |
|---|---|---|
| t-FDPd=2, Distance Metric=Euclidean2025.03 | 53.6 | |
| Laplacian E.d=128, Distance Metric=Cosine2025.03 | 37.5 | |
| graph NEd=2, Distance Metric=Euclidean2025.03 | 34 | |
| DRGraphd=2, Distance Metric=Euclidean2025.03 | 31 | |
| SGtSNEpid=2, Distance Metric=Euclidean2025.03 | 29.9 | |
| ForceAtlas2d=2, Distance Metric=Euclidean2025.03 | 23.4 | |
| CNE, τ = 0.5d=128, Distance Metric=Cosine2025.03 | 21.1 | |
| Laplacian E.d=2, Distance Metric=Euclidean2025.03 | 20.7 | |
| node2vecd=128, Distance Metric=Cosine2025.03 | 15.5 | |
| graph NEτd=128, Distance Metric=Cosine2025.03 | 12.6 | |
| DeepWalkd=128, Distance Metric=Cosine2025.03 | 9.7 | |
| graph NEd=128, Distance Metric=Cosine2025.03 | 7.3 |