Link Prediction on Wikipedia (AP)
99.37APTGIB
Evaluation Results
| Method | Links | |
|---|---|---|
| TGIB2026.05 | 99.37 | |
| ST-TGExplainer2026.05 | 99.21 | |
| FreeDyG2026.05 | 99.2 | |
| DyGFormer2026.05 | 99.03 | |
| DyGFormerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 98.86 | |
| CAWNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 98.41 | |
| CAWN2026.05 | 98.28 | |
| TGN2026.05 | 97.58 | |
| TGNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 97.5 | |
| GRNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 97.49 | |
| GraphMixer2026.05 | 97.25 | |
| GraphMixerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 95.91 | |
| TGAT2026.05 | 95.34 | |
| TCLEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 95.18 | |
| JODIE2026.05 | 94.62 | |
| TGATEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 94 | |
| DyRep2026.05 | 92.43 | |
| JODIEEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 91.22 | |
| DyRepEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 90.94 | |
| EdgeBankEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.11 | 90.37 |