Structural Preservation on Computer
75.6Spearman Correlationgraph NE
Evaluation results
| Method | Links | |
|---|---|---|
| graph NEd=128, Distance Metric=Cosine2025.03 | 75.6 | |
| graph NEτd=128, Distance Metric=Cosine2025.03 | 70.5 | |
| t-FDPd=2, Distance Metric=Euclidean2025.03 | 63.8 | |
| ForceAtlas2d=2, Distance Metric=Euclidean2025.03 | 54.9 | |
| DRGraphd=2, Distance Metric=Euclidean2025.03 | 49.5 | |
| graph NEd=2, Distance Metric=Euclidean2025.03 | 47.2 | |
| SGtSNEpid=2, Distance Metric=Euclidean2025.03 | 44.1 | |
| node2vecd=128, Distance Metric=Cosine2025.03 | 42.7 | |
| Laplacian E.d=2, Distance Metric=Euclidean2025.03 | 36.2 | |
| DeepWalkd=128, Distance Metric=Cosine2025.03 | 34.6 | |
| CNE, τ = 0.5d=128, Distance Metric=Cosine2025.03 | 32 | |
| Laplacian E.d=128, Distance Metric=Cosine2025.03 | 30 |