Link Prediction on ARTIFACTBENCH transductive 1.0 (val test)
25.3APNCNC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NCNCtraining=joint training, Type=GNN-based2026.05 | 25.3 | 0.265 | |
| NCNtraining=joint training, Type=GNN-based2026.05 | 24.3 | 0.231 | |
| NeoGNNtraining=joint training, Type=GNN-based2026.05 | 23.2 | 0.216 | |
| KatzType=Heuristic2026.05 | 22.1 | 0.339 | |
| BUDDYtraining=joint training, Type=GNN-based2026.05 | 21.6 | 0.275 | |
| GATv2Convtraining=joint training, Type=GNN-based2026.05 | 14 | 0.282 | |
| Matrix-FactorizationType=Heuristic2026.05 | 1.5 | 0 | |
| Adamic-AdarType=Heuristic2026.05 | 0.1 | 0 |