Node Classification on Wikipedia rich-text graph (test)
90.3AccuracyDMPPRG
Evaluation results
| Method | Links | |
|---|---|---|
| DMPPRGlayers=2, dropout rate=0.5, learning rate=0.01, hidden dimensions=642025.12 | 90.3 | |
| DMPGCNlayers=2, dropout rate=0.75, learning rate=0.01, hidden dimensions=322025.12 | 89 | |
| GATv2layers=22025.12 | 86.9 | |
| ES-GNNlayers=22025.12 | 86 | |
| GraphSAGElayers=22025.12 | 84.7 | |
| GATlayers=22025.12 | 84.3 | |
| SGClayers=22025.12 | 83.9 | |
| GCNlayers=22025.12 | 82.3 | |
| D2PTlayers=22025.12 | 69.3 | |
| APPNPlayers=22025.12 | 53.2 |