Link Prediction on Facebook (test)
69.06Hits@50TFMLinker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFMLinkerCategory=GFM2026.02 | 69.06 | — | — | |
| RACategory=Heuristics2026.02 | 68.84 | — | — | |
| AACategory=Heuristics2026.02 | 67.8 | — | — | |
| UniLPCategory=GFM2026.02 | 65.49 | — | — | |
| ELPHCategory=Pre-train & Fine-tune GNN2026.02 | 63.31 | — | — | |
| ELPHCategory=Pre-train Only GNN2026.02 | 61.8 | — | — | |
| KatzCategory=Heuristics2026.02 | 60.79 | — | — | |
| NCNCCategory=Pre-train & Fine-tune GNN2026.02 | 59.32 | — | — | |
| CNCategory=Heuristics2026.02 | 58.7 | — | — | |
| SEALCategory=Pre-train & Fine-tune GNN2026.02 | 58.7 | — | — | |
| MPLPCategory=Pre-train & Fine-tune GNN2026.02 | 56.72 | — | — | |
| SEALCategory=Pre-train Only GNN2026.02 | 54.57 | — | — | |
| MPLPCategory=Pre-train Only GNN2026.02 | 48.06 | — | — | |
| NCNCCategory=Pre-train Only GNN2026.02 | 19.28 | — | — | |
| PACategory=Heuristics2026.02 | 12.95 | — | — | |
| GAECategory=Pre-train Only GNN2026.02 | 6.65 | — | — | |
| GAECategory=Pre-train & Fine-tune GNN2026.02 | 6.11 | — | — | |
| SPCategory=Heuristics2026.02 | 0 | — | — | |
| CleoraScalability=Scalable2021.02 | — | 7.24 | 17.61 | |
| DeepwalkScalability=Non-scalable2021.02 | — | 8.03 | 14.51 | |
| GOSHScalability=Scalable2021.02 | — | 9.24 | 23.19 | |
| LINEScalability=Non-scalable2021.02 | — | 7.49 | 19.23 | |
| PBGScalability=Scalable2021.02 | — | 8.17 | 21.33 |