Temporal Link Prediction on UCI DGB
97.35APTPNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPNetEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 97.35 | 96.79 | |
| TSNNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 97.06 | 96.23 | |
| PINTEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 96.45 | 95.57 | |
| DyGFormerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 95.79 | 94.49 | |
| CAWNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 95.18 | 93.87 | |
| NATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 93.4 | 92.31 | |
| GraphMixerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 93.25 | 91.81 | |
| TGNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 92.34 | 92.03 | |
| TCLEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 89.57 | 87.82 | |
| JODIEEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 89.43 | 90.44 | |
| TGATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 79.63 | 78.53 | |
| EdgeBankEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 76.2 | 77.3 | |
| DyRepEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 65.14 | 68.77 |