Bitcoin-Alpha
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Signed Link Prediction | Bitcoin-Alpha (test) | F1 Score0.9727 | 21 | |
| Anomaly Detection | Bitcoin-Alpha | AUC-ROC92.7 | 20 | |
| Node clustering | Bitcoin-Alpha | SSI67.07 | 18 | |
| Temporal Link Prediction | Bitcoin-Alpha | AUROC94.73 | 14 | |
| Temporal Link Prediction | Bitcoin-Alpha | MRR17.32 | 14 | |
| Anomaly Detection | Bitcoin-Alpha | AUC (1% Anomaly Injection)0.982 | 12 | |
| Link Stealing Attack | Bitcoin-Alpha | AUC0.7514 | 12 | |
| Dynamic Link Prediction | Bitcoin-Alpha fixed-split | MRR77.3 | 10 | |
| Edge Classification | Bitcoin Alpha | PR-AUC0.9703 | 6 | |
| Temporal Link Prediction | Bitcoin-Alpha (test) | AP82 | 5 | |
| Anomaly Recognition | Bitcoin Alpha | ROC-AUC0.769 | 5 | |
| TGNN Explanation Cohesiveness | Bitcoin-Alpha | Cohesiveness-2.833 | 2 | |
| Snapshot-based TGNN Explanation | Bitcoin-Alpha | Best FID+0.624 | 2 |
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