Link-property prediction on tgbl-review v2 (test)
52.1MRRGraphMixer
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphMixer2026.06 | 52.1 | |
| TSNN2026.06 | 50.28 | |
| + Motifs (TNCN)Motif Augmentation=True2026.05 | 42.4 | |
| + Motifs (TGN)Motif Augmentation=True2026.05 | 41.8 | |
| + Motifs (DyGFormer)Motif Augmentation=True2026.05 | 41.3 | |
| CTAN2026.06 | 40.5 | |
| TNCNMotif Augmentation=False2026.05 | 37.7 | |
| TNCN2026.06 | 37.7 | |
| TGNMotif Augmentation=False2026.05 | 34.9 | |
| TGN2026.06 | 34.9 | |
| NAT2026.06 | 34.1 | |
| + Motifs (HyperEvent)Motif Augmentation=True2026.05 | 27.5 | |
| HyperEventMotif Augmentation=False2026.05 | 26.8 | |
| DyGFormerMotif Augmentation=False2026.05 | 22.4 | |
| DyGFormer2026.06 | 22.4 | |
| CAWN2026.06 | 19.3 | |
| Edge-BankMemory=time window2026.06 | 2.5 | |
| Edge-BankMemory=unlimited2026.06 | 2.3 |