Node Classification on Pubmed rich-text graph (test)
84.3AccuracyDMPPRG
Evaluation results
| Method | Links | |
|---|---|---|
| DMPPRGlayers=2, dropout rate=0.5, learning rate=0.01, hidden dimensions=642025.12 | 84.3 | |
| DMPGCNlayers=2, dropout rate=0.75, learning rate=0.01, hidden dimensions=322025.12 | 84 | |
| APPNPlayers=22025.12 | 82.5 | |
| GraphSAGElayers=22025.12 | 81.6 | |
| GATlayers=22025.12 | 81.1 | |
| GCNlayers=22025.12 | 80.8 | |
| D2PTlayers=22025.12 | 80.6 | |
| GATv2layers=22025.12 | 80.3 | |
| ES-GNNlayers=22025.12 | 79.2 | |
| SGClayers=22025.12 | 75.4 |