Linear classification on Citeseer (random)
73.6AccuracyLaplacian E.
Evaluation results
| Method | Links | |
|---|---|---|
| Laplacian E.d (dimensionality)=1282025.03 | 73.6 | |
| CNEd (dimensionality)=128, τ=0.52025.03 | 72.8 | |
| graph NEτd (dimensionality)=128, Temperature (τ)=learned2025.03 | 71.9 | |
| graph NEd (dimensionality)=1282025.03 | 71.5 | |
| DeepWalkd (dimensionality)=1282025.03 | 70.3 | |
| node2vecd (dimensionality)=1282025.03 | 66.4 | |
| graph NEd (dimensionality)=22025.03 | 63.2 | |
| ForceAtlas2d (dimensionality)=22025.03 | 62.4 | |
| DRGraphd (dimensionality)=22025.03 | 59.1 | |
| SGtSNEpid (dimensionality)=22025.03 | 52.7 | |
| t-FDPd (dimensionality)=22025.03 | 50.5 | |
| Laplacian E.d (dimensionality)=22025.03 | 47.6 |