Temporal Link Prediction on Flights DGB
98.93APTPNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TPNetEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.93 | 99 | |
| DyGFormerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.91 | 98.93 | |
| TSNNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.83 | 98.91 | |
| PINTEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.8 | 98.89 | |
| NATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.57 | 98.69 | |
| CAWNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 98.51 | 98.45 | |
| TGNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 97.95 | 98.22 | |
| JODIEEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 95.6 | 96.21 | |
| DyRepEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 95.29 | 95.95 | |
| TGATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 94.03 | 94.13 | |
| TCLEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 91.23 | 91.21 | |
| GraphMixerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 90.99 | 91.13 | |
| EdgeBankEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 89.35 | 90.23 |