Linear classification on PubMed (random)
83.6AccuracyCNE
Evaluation results
| Method | Links | |
|---|---|---|
| CNEd (dimensionality)=128, τ=0.52025.03 | 83.6 | |
| DeepWalkd (dimensionality)=1282025.03 | 81.9 | |
| Laplacian E.d (dimensionality)=1282025.03 | 81.4 | |
| graph NEd (dimensionality)=1282025.03 | 80.9 | |
| graph NEτd (dimensionality)=128, Temperature (τ)=learned2025.03 | 80.2 | |
| node2vecd (dimensionality)=1282025.03 | 77 | |
| ForceAtlas2d (dimensionality)=22025.03 | 71.6 | |
| DRGraphd (dimensionality)=22025.03 | 67.4 | |
| SGtSNEpid (dimensionality)=22025.03 | 64.1 | |
| graph NEd (dimensionality)=22025.03 | 62.8 | |
| t-FDPd (dimensionality)=22025.03 | 57.5 | |
| Laplacian E.d (dimensionality)=22025.03 | 57.1 |