| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| transductive dynamic link prediction | Can. Parl. | AUC ROC0.9998 | 66 | |
| Dynamic Link Prediction | Can. Parl. Inductive | AP95.5 | 48 | |
| Inductive dynamic link prediction | Can. Parl. (Inductive) | AUC99.92 | 27 | |
| Link Prediction | Can. Parl. | AP94.49 | 20 | |
| Link Prediction | Can. Parl. (inductive) | AUC-ROC98.05 | 12 | |
| Link Prediction | Can. Parl. transductive (test) | AUC-ROC0.9493 | 10 | |
| Link prediction | Can. Parl. inductive (test) | AP81.86 | 9 | |
| Temporal GNN Explanation | Can.Parl. | ACC-AUC96.88 | 8 | |
| Transductive Dynamic Link Prediction | Can. Parl. (ind sampling) | AP98.76 | 8 | |
| Transductive Dynamic Link Prediction | Can. Parl. (hist sampling) | AP97.66 | 8 | |
| Transductive Dynamic Link Prediction | Can. Parl. (rnd sampling) | AP98.7 | 8 | |
| Inductive dynamic link prediction | Can. Parl. | AP99.93 | 3 | |
| Link Prediction | Can. Parl. Transductive split (test) | AP99.63 | 3 | |
| Link Prediction | Can. Parl. (transductive) | AUC-ROC99.59 | 3 |