Linear Classification on MAG (random)
34.2AccuracyDeepWalk
Evaluation results
| Method | Links | |
|---|---|---|
| DeepWalkd (dimensionality)=1282025.03 | 34.2 | |
| CNEd (dimensionality)=128, τ=0.52025.03 | 32.2 | |
| node2vecd (dimensionality)=1282025.03 | 29.9 | |
| graph NEτd (dimensionality)=128, Temperature (τ)=learned2025.03 | 27.6 | |
| graph NEd (dimensionality)=1282025.03 | 26.1 | |
| Laplacian E.d (dimensionality)=1282025.03 | 21.3 | |
| graph NEd (dimensionality)=22025.03 | 18.9 | |
| DRGraphd (dimensionality)=22025.03 | 18.5 | |
| ForceAtlas2d (dimensionality)=22025.03 | 18.2 | |
| SGtSNEpid (dimensionality)=22025.03 | 10.2 | |
| t-FDPd (dimensionality)=22025.03 | 8 | |
| Laplacian E.d (dimensionality)=22025.03 | 7.1 |