Structural Preservation on Cora
81.6Spearman Correlationgraph NE
Evaluation results
| Method | Links | |
|---|---|---|
| graph NEd=128, Distance Metric=Cosine2025.03 | 81.6 | |
| ForceAtlas2d=2, Distance Metric=Euclidean2025.03 | 71.6 | |
| t-FDPd=2, Distance Metric=Euclidean2025.03 | 71.1 | |
| DRGraphd=2, Distance Metric=Euclidean2025.03 | 65.1 | |
| graph NEτd=128, Distance Metric=Cosine2025.03 | 62.6 | |
| Laplacian E.d=2, Distance Metric=Euclidean2025.03 | 50.7 | |
| graph NEd=2, Distance Metric=Euclidean2025.03 | 47.6 | |
| SGtSNEpid=2, Distance Metric=Euclidean2025.03 | 40 | |
| CNE, τ = 0.5d=128, Distance Metric=Cosine2025.03 | 35.8 | |
| node2vecd=128, Distance Metric=Cosine2025.03 | 27.5 | |
| Laplacian E.d=128, Distance Metric=Cosine2025.03 | 26.1 | |
| DeepWalkd=128, Distance Metric=Cosine2025.03 | 25.9 |