Link Prediction on Bipartite Synthetic (PRE)
12.03NDCG@10Base+COPF
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Base+COPFBackbone=GraphMixer2026.05 | 12.03 | 10.41 | 24.48 | 5.82 | 0.0073 | 68.07 | |
| BaseBackbone=GraphMixer2026.05 | 11.75 | 10.19 | 23.9 | 5.63 | 0.0109 | 71.76 | |
| ReweightBackbone=TGN2026.05 | 4.96 | 4.96 | 9.8 | 4.74 | 0.0077 | 32.02 | |
| BaseBackbone=TGN2026.05 | 4.95 | 4.96 | 9.8 | 4.74 | 0.0081 | 32.02 | |
| AdvBackbone=TGN2026.05 | 4.95 | 4.96 | 9.8 | 4.74 | 0.0081 | 32.02 | |
| PenaltyBackbone=TGN2026.05 | 4.95 | 4.96 | 9.8 | 4.74 | 0.0081 | 32.02 | |
| Reweight+COPFBackbone=TGN2026.05 | 4.76 | 4.76 | 9.63 | 4.84 | 0.0078 | 34.79 | |
| Base+COPFBackbone=TGN2026.05 | 4.72 | 4.76 | 9.44 | 4.84 | 0.0072 | 34.1 | |
| Adv+COPFBackbone=TGN2026.05 | 4.72 | 4.76 | 9.44 | 4.84 | 0.0072 | 34.1 | |
| Penalty+COPFBackbone=TGN2026.05 | 4.72 | 4.76 | 9.44 | 4.84 | 0.0072 | 34.1 | |
| BaseBackbone=EdgeBank2026.05 | 4.45 | 5.07 | 7.13 | 4.88 | 0.0073 | 2.1 | |
| Base+COPFBackbone=EdgeBank2026.05 | 4.45 | 5.07 | 7.13 | 4.88 | 0.0068 | 2.1 |