Link Prediction and Counterfactual Fairness on TGBL-Wiki (DEPLOY)
53.04NDCG@10Base
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BaseBackbone=EdgeBank2026.05 | 53.04 | 53.34 | 54.38 | 12.1 | 1.09 | 2.44 | |
| Base+COPFBackbone=EdgeBank2026.05 | 53.04 | 53.34 | 54.38 | 12.07 | 1.08 | 2.44 | |
| BaseBackbone=GraphMixer2026.05 | 33.27 | 26.9 | 59.87 | 8.35 | 0.99 | 77.23 | |
| Base+COPFBackbone=GraphMixer2026.05 | 30.6 | 24.28 | 57.5 | 8.55 | 1.04 | 77.52 | |
| Base+COPFBackbone=TGN2026.05 | 23.65 | 19.18 | 42.21 | 5.19 | 1.15 | 44.13 | |
| Adv+COPFBackbone=TGN2026.05 | 23.65 | 19.18 | 42.21 | 5.19 | 1.15 | 44.13 | |
| Penalty+COPFBackbone=TGN2026.05 | 23.65 | 19.18 | 42.21 | 5.19 | 1.15 | 44.13 | |
| Reweight+COPFBackbone=TGN2026.05 | 23.44 | 18.96 | 42.05 | 5.19 | 1.09 | 44.18 | |
| BaseBackbone=TGN2026.05 | 23.35 | 19.35 | 40.37 | 5.06 | 1.35 | 43.9 | |
| AdvBackbone=TGN2026.05 | 23.35 | 19.35 | 40.37 | 5.06 | 1.35 | 43.9 | |
| PenaltyBackbone=TGN2026.05 | 23.35 | 19.35 | 40.37 | 5.06 | 1.35 | 43.9 | |
| ReweightBackbone=TGN2026.05 | 23.34 | 19.33 | 40.39 | 5.07 | 1.24 | 43.9 |