Flights
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| dynamic link prediction | Flights (transductive) | AP98.95 | 64 | |
| Inductive dynamic link prediction | Flights | AUC-ROC97.98 | 44 | |
| Dynamic Link Prediction | Flights (inductive) | AP97.85 | 40 | |
| Dynamic Link Prediction | Flights transductive v1 (test) | AUC-ROC98.98 | 33 | |
| Dynamic link prediction | Flights | AP98.91 | 27 | |
| Temporal Link Prediction | Flights DGB | AP98.93 | 13 | |
| Temporal Link Prediction | Flights DGB Inductive | AP97.97 | 12 | |
| Link Prediction | Flights transductive (test) | AUC-ROC98.74 | 10 | |
| Link Prediction | Flights | AP98.72 | 10 | |
| Link Prediction | Flights (inductive) | AUC-ROC97.35 | 9 | |
| Link prediction | Flights inductive (test) | AP97.43 | 9 | |
| Dynamic Link Prediction | Flights random negative sampling (inductive) | AP97.79 | 9 | |
| Link Prediction | Flights converted link prediction (test) | NDCG@100.499 | 6 | |
| Link Prediction | Flights converted link prediction (val) | NDCG@1048.9 | 6 | |
| Error Detection | Flights | Precision100 | 6 |
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