Link Prediction on Citeseer (MRR)
71.5MRRTrans. with X-LogSMask
Evaluation Results
| Method | Links | |
|---|---|---|
| Trans. with X-LogSMaskconfiguration=1-layer2026.07 | 71.5 | |
| Trans. with X-LogSMaskconfiguration=full2026.07 | 71.5 | |
| TAU2025.10 | 65.49 | |
| LPFormer2025.10 | 65.42 | |
| LPFormertype=Graph Neural Networks2026.07 | 65.42 | |
| NCNC2025.10 | 64.03 | |
| NCNCtype=Graph Neural Networks2026.07 | 64.03 | |
| GAE2025.10 | 63.33 | |
| BUDDY2025.10 | 59.48 | |
| BUDDYtype=Graph Neural Networks2026.07 | 59.48 | |
| NCN2025.10 | 54.97 | |
| NCNtype=Graph Neural Networks2026.07 | 54.97 | |
| Neo-GNN2025.10 | 53.97 | |
| Neo-GNNtype=Graph Neural Networks2026.07 | 53.97 | |
| GCN2025.10 | 50.01 | |
| GCNtype=Graph Neural Networks2026.07 | 50.01 | |
| GraphSAGE2025.10 | 47.84 | |
| SAGEtype=Graph Neural Networks2026.07 | 47.84 | |
| SEAL2025.10 | 39.36 | |
| SEALtype=Graph Neural Networks2026.07 | 39.36 | |
| NBFNet2025.10 | 38.17 | |
| AAtype=Heuristic Methods2026.07 | 29.37 | |
| CNtype=Heuristic Methods2026.07 | 28.34 | |
| RAtype=Heuristic Methods2026.07 | 27.61 |