Link Prediction on Enron
94.87APST-TGExplainer
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-TGExplainer2026.05 | 94.87 | |
| DyGFormer2026.05 | 92.47 | |
| FreeDyG2026.05 | 90.29 | |
| CAWN2026.05 | 89.56 | |
| DyGFormerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 87.42 | |
| CAWNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 86.01 | |
| EdgeBankEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 83.53 | |
| GRNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 83.15 | |
| TGIB2026.05 | 82.42 | |
| GraphMixer2026.05 | 82.25 | |
| GraphMixerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 80.99 | |
| TGN2026.05 | 79.91 | |
| JODIEEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 78.38 | |
| JODIE2026.05 | 77.31 | |
| DyRep2026.05 | 74.55 | |
| TGNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 74.41 | |
| DyRepEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 71.71 | |
| TCLEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 69.37 | |
| TGAT2026.05 | 68.02 | |
| TGATEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 67.09 |