Linear classification on MNIST (random)
97.1AccuracyCNE
Evaluation results
| Method | Links | |
|---|---|---|
| CNEd (dimensionality)=128, τ=0.52025.03 | 97.1 | |
| Laplacian E.d (dimensionality)=1282025.03 | 97 | |
| DeepWalkd (dimensionality)=1282025.03 | 96.7 | |
| node2vecd (dimensionality)=1282025.03 | 96.1 | |
| graph NEd (dimensionality)=22025.03 | 96 | |
| graph NEd (dimensionality)=1282025.03 | 95.3 | |
| DRGraphd (dimensionality)=22025.03 | 94.2 | |
| SGtSNEpid (dimensionality)=22025.03 | 93.3 | |
| graph NEτd (dimensionality)=128, Temperature (τ)=learned2025.03 | 90.8 | |
| ForceAtlas2d (dimensionality)=22025.03 | 73.1 | |
| Laplacian E.d (dimensionality)=22025.03 | 69.4 | |
| t-FDPd (dimensionality)=22025.03 | 69.1 |