Link Ranking on ARTIFACTBENCH inductive 1.0 (val test)
15.5MRRGATv2Conv
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GATv2Convtraining=joint training, Type=GNN-based2026.05 | 15.5 | 17.9 | 10.7 | 12.3 | |
| Jina-v2-rerankerType=Ranker-based2026.05 | 14.4 | 19 | 13.7 | 12.1 | |
| Jina-v2+graphType=Ranker-based, Graph Information=Included2026.05 | 13.8 | 19.7 | 13.8 | 11.5 | |
| NCNtraining=joint training, Type=GNN-based2026.05 | 12 | 16.5 | 10.6 | 9.3 | |
| NCNCtraining=joint training, Type=GNN-based2026.05 | 11.7 | 17.3 | 10.2 | 9 | |
| BUDDYtraining=joint training, Type=GNN-based2026.05 | 8.9 | 11.7 | 7.4 | 6.7 | |
| NeoGNNtraining=joint training, Type=GNN-based2026.05 | 8.8 | 12 | 7.7 | 6.5 | |
| Adamic-AdarType=Heuristic2026.05 | 0.8 | 0.6 | 0.2 | 0.3 | |
| KatzType=Heuristic2026.05 | 0.4 | 0.2 | 0.2 | 0.2 | |
| Matrix-FactorizationType=Heuristic2026.05 | 0.1 | 0 | 0 | 0 |