Dynamic Link Prediction on tgbl-wiki (test)
81.7MRRCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSM2026.06 | 81.7 | |
| DyGFormer2026.06 | 79.8 | |
| DyGMamba2026.06 | 73.9 | |
| CTAN2026.06 | 66.8 | |
| TGN2026.06 | 39.6 | |
| TSNN2026.06 | 0.8282 | |
| TPNet2026.06 | 0.827 | |
| HeuristicType=LocalGlobal2026.06 | 0.821 | |
| HyperEvent2026.06 | 0.81 | |
| DyGFormer2026.06 | 0.798 | |
| NAT2026.06 | 0.749 | |
| DyGMamba2026.06 | 0.739 | |
| TNCN2026.06 | 0.718 | |
| CAWN2026.06 | 0.711 | |
| CTAN2026.06 | 0.668 | |
| Edge-BankMemory=time window2026.06 | 0.571 | |
| Edge-BankMemory=unlimited2026.06 | 0.495 | |
| TGN2026.06 | 0.396 | |
| GraphMixer2026.06 | 0.118 |