Blockchain Anomaly Detection on Trace (test)
3.86AUC-PRCTEMG-TTA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TEMG-TTAGNN Backbone=GCN, TTA=Ours, Training Dataset=Upbit2026.05 | 3.86 | 10.46 | 15.72 | |
| GCNGNN Backbone=GCN, TTA=Origin, Training Dataset=Upbit2026.05 | 3.78 | 10.35 | 6.11 | |
| TEMG-TTAGNN Backbone=SAGE, TTA=Ours, Training Dataset=Upbit2026.05 | 0.42 | 2.88 | 3.76 | |
| TEMG-TTAGNN Backbone=DGA, TTA=Ours, Training Dataset=Upbit2026.05 | 0.25 | 2.07 | 2.24 | |
| DGAGNN Backbone=DGA, TTA=Origin, Training Dataset=Upbit2026.05 | 0.16 | 0 | 0.32 | |
| SAGEGNN Backbone=SAGE, TTA=Origin, Training Dataset=Upbit2026.05 | 0.12 | 0 | 0.32 |