Link Prediction on Collaboration NS (test)
90.46Hits@50TFMLinker
Evaluation results
| Method | Links | |
|---|---|---|
| TFMLinkerCategory=GFM2026.02 | 90.46 | |
| UniLPCategory=GFM2026.02 | 89.09 | |
| NCNCCategory=Pre-train & Fine-tune GNN2026.02 | 88.25 | |
| ELPHCategory=Pre-train & Fine-tune GNN2026.02 | 86.08 | |
| SEALCategory=Pre-train & Fine-tune GNN2026.02 | 84.84 | |
| ELPHCategory=Pre-train Only GNN2026.02 | 84.27 | |
| SEALCategory=Pre-train Only GNN2026.02 | 84.07 | |
| MPLPCategory=Pre-train Only GNN2026.02 | 80.33 | |
| MPLPCategory=Pre-train & Fine-tune GNN2026.02 | 80.16 | |
| NCNCCategory=Pre-train Only GNN2026.02 | 80.07 | |
| SPCategory=Heuristics2026.02 | 80 | |
| KatzCategory=Heuristics2026.02 | 78.96 | |
| CNCategory=Heuristics2026.02 | 74.03 | |
| AACategory=Heuristics2026.02 | 74.03 | |
| RACategory=Heuristics2026.02 | 74.03 | |
| PACategory=Heuristics2026.02 | 35.35 | |
| GAECategory=Pre-train & Fine-tune GNN2026.02 | 18.34 | |
| GAECategory=Pre-train Only GNN2026.02 | 15.2 |