Link Prediction on Can. Parl.
94.49APDyGFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| DyGFormerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 94.49 | |
| GRNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 91.91 | |
| ST-TGExplainer2026.05 | 90.25 | |
| TGIB2026.05 | 87.07 | |
| GraphMixer2026.05 | 77.04 | |
| DyGFormer2026.05 | 76.3 | |
| GraphMixerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 75.37 | |
| JODIEEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 73.18 | |
| FreeDyG2026.05 | 72.22 | |
| TGN2026.05 | 70.88 | |
| TGAT2026.05 | 70.73 | |
| CAWN2026.05 | 69.82 | |
| JODIE2026.05 | 69.26 | |
| TGNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 68.84 | |
| CAWNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 67.67 | |
| TGATEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 67.51 | |
| DyRepEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 67.08 | |
| TCLEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 66.04 | |
| EdgeBankEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 64.55 | |
| DyRep2026.05 | 54.02 |