Link Recommendation on TGBL-Review v1 (DEPLOY)
25.11NDCG@10Base+COPF
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Base+COPFBackbone=GraphMixer2026.05 | 25.11 | 21.29 | 39.51 | 7.38 | 0.0074 | 0.7479 | |
| BaseBackbone=GraphMixer2026.05 | 24.95 | 21.2 | 39.2 | 6.64 | 0.0057 | 0.7554 | |
| ReweightBackbone=TGN2026.05 | 4.03 | 4.62 | 6.79 | 4.89 | 0.006 | 0.0253 | |
| BaseBackbone=TGN2026.05 | 4.02 | 4.62 | 6.75 | 4.89 | 0.0058 | 0.0235 | |
| AdvBackbone=TGN2026.05 | 4.02 | 4.62 | 6.75 | 4.89 | 0.0058 | 0.0235 | |
| PenaltyBackbone=TGN2026.05 | 4.02 | 4.62 | 6.75 | 4.89 | 0.0058 | 0.0235 | |
| Base+COPFBackbone=TGN2026.05 | 3.99 | 4.58 | 6.72 | 4.89 | 0.0056 | 0.0244 | |
| Adv+COPFBackbone=TGN2026.05 | 3.99 | 4.58 | 6.72 | 4.89 | 0.0056 | 0.0244 | |
| Penalty+COPFBackbone=TGN2026.05 | 3.99 | 4.58 | 6.72 | 4.89 | 0.0056 | 0.0244 | |
| Reweight+COPFBackbone=TGN2026.05 | 3.98 | 4.57 | 6.72 | 4.89 | 0.0061 | 0.0245 | |
| BaseBackbone=EdgeBank2026.05 | 2.1 | 2.81 | 4.6 | 4.88 | 0.0059 | 0.02 | |
| Base+COPFBackbone=EdgeBank2026.05 | 2.1 | 2.81 | 4.6 | 4.88 | 0.0059 | 0.02 |