Link Recommendation on TGBL-Review v1 (PRE)
23.5NDCG@10Base
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BaseBackbone=GraphMixer2026.05 | 23.5 | 21.83 | 30.89 | 5.96 | 0.0107 | 0.6209 | |
| Base+COPFBackbone=GraphMixer2026.05 | 23.22 | 21.41 | 31.03 | 6.93 | 0.0049 | 0.6414 | |
| BaseBackbone=TGN2026.05 | 3.52 | 4.16 | 6.26 | 5.12 | 0.0067 | 0.0427 | |
| AdvBackbone=TGN2026.05 | 3.52 | 4.16 | 6.26 | 5.12 | 0.0067 | 0.0427 | |
| ReweightBackbone=TGN2026.05 | 3.52 | 4.17 | 6.27 | 5.12 | 0.0066 | 0.0422 | |
| PenaltyBackbone=TGN2026.05 | 3.52 | 4.16 | 6.26 | 5.12 | 0.0067 | 0.0427 | |
| Base+COPFBackbone=TGN2026.05 | 3.5 | 4.14 | 6.24 | 5.12 | 0.0068 | 0.0426 | |
| Adv+COPFBackbone=TGN2026.05 | 3.5 | 4.14 | 6.24 | 5.12 | 0.0068 | 0.0426 | |
| Reweight+COPFBackbone=TGN2026.05 | 3.5 | 4.14 | 6.24 | 5.12 | 0.0067 | 0.0422 | |
| Penalty+COPFBackbone=TGN2026.05 | 3.5 | 4.14 | 6.24 | 5.12 | 0.0068 | 0.0426 | |
| BaseBackbone=EdgeBank2026.05 | 2.36 | 3.03 | 5.11 | 5.1 | 0.0064 | 0.02 | |
| Base+COPFBackbone=EdgeBank2026.05 | 2.36 | 3.03 | 5.11 | 5.1 | 0.0064 | 0.02 |