Contact
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| dynamic link prediction | Contact (transductive) | AUC99.14 | 48 | |
| Inductive dynamic link prediction | Contact (inductive) | AUC-ROC98.7 | 45 | |
| Dynamic Link Prediction | Contact (inductive split) | AP98.42 | 40 | |
| Dynamic link prediction | Contact | AP98.29 | 37 | |
| Dynamic Link Prediction | Contact transductive v1 (test) | AUC-ROC98.7 | 33 | |
| Dynamic Link Prediction | Contact | AUC-ROC97.43 | 22 | |
| Temporal Link Prediction | Contact DGB | AP99.04 | 13 | |
| Temporal Link Prediction | Contact DGB Inductive | AP98.51 | 12 | |
| Dynamic Link Prediction | Contact transductive (ind) | AP96.1 | 11 | |
| Dynamic Link Prediction | Contact transductive (hist) | AP97.85 | 11 | |
| Link Prediction | Contact transductive (test) | AUC-ROC98.15 | 10 | |
| Link Prediction | Contact (inductive) | AUC-ROC97.96 | 9 | |
| Link prediction | Contact inductive (test) | AP97.71 | 9 | |
| Dynamic Link Prediction | Contact random negative sampling (inductive) | AP98.03 | 9 | |
| Inductive dynamic link prediction | Contact | AUC98.16 | 4 | |
| Inductive dynamic link prediction | Contact | AP96.95 | 3 |
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