Link Prediction on Transport (USAir) (test)
91.67Hits@50TFMLinker
Evaluation results
| Method | Links | |
|---|---|---|
| TFMLinkerCategory=GFM2026.02 | 91.67 | |
| SEALCategory=Pre-train & Fine-tune GNN2026.02 | 88.49 | |
| RACategory=Heuristics2026.02 | 87.27 | |
| AACategory=Heuristics2026.02 | 86.96 | |
| SEALCategory=Pre-train Only GNN2026.02 | 86 | |
| UniLPCategory=GFM2026.02 | 85.98 | |
| NCNCCategory=Pre-train & Fine-tune GNN2026.02 | 85.85 | |
| MPLPCategory=Pre-train & Fine-tune GNN2026.02 | 85.08 | |
| KatzCategory=Heuristics2026.02 | 84.64 | |
| ELPHCategory=Pre-train & Fine-tune GNN2026.02 | 84.52 | |
| ELPHCategory=Pre-train Only GNN2026.02 | 84.42 | |
| MPLPCategory=Pre-train Only GNN2026.02 | 82.94 | |
| CNCategory=Heuristics2026.02 | 82.75 | |
| PACategory=Heuristics2026.02 | 77.69 | |
| GAECategory=Pre-train Only GNN2026.02 | 76.12 | |
| NCNCCategory=Pre-train Only GNN2026.02 | 75.44 | |
| GAECategory=Pre-train & Fine-tune GNN2026.02 | 74.47 | |
| SPCategory=Heuristics2026.02 | 0 |