Temporal Link Prediction on LastFM DGB
94.51Average Precision (AP)TSNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSNNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 94.51 | 95.04 | |
| TPNetEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 94.5 | 94.39 | |
| DyGFormerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 93 | 93.05 | |
| PINTEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 89.66 | 89.28 | |
| NATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 88.02 | 86.92 | |
| CAWNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 86.99 | 85.92 | |
| EdgeBankEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 79.29 | 83.77 | |
| TGNEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 77.07 | 78.47 | |
| GraphMixerEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 75.61 | 73.53 | |
| TGATEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 73.42 | 71.59 | |
| DyRepEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 71.92 | 71.16 | |
| JODIEEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 70.85 | 70.49 | |
| TCLEvaluation Protocol=Transductive, Train/Val/Test Split=70/15/152026.06 | 67.27 | 64.06 |