Account Detection on Bitcoin-L (test)
90.61PrecisionUniDetect
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniDetect2026.04 | 90.61 | 96.43 | 93.41 | 95.22 | 72.25 | |
| DIAM2026.04 | 89.58 | 90.11 | 89.8 | 90.05 | 65.76 | |
| UniDetectvariant=dagger notation2026.04 | 85.23 | 77.43 | 81.1 | 86.39 | 60.16 | |
| BERT4ETH2026.04 | 84.68 | 77.31 | 80.81 | 86.19 | 58.11 | |
| SIGTRAN2026.04 | 80.52 | 75.22 | 77.8 | 80.45 | 50.32 | |
| GAT2026.04 | 79.45 | 65.73 | 71.8 | 80.44 | 44.79 | |
| GraphSAGE2026.04 | 73.16 | 74.79 | 74 | 89.93 | 45.43 | |
| APPNP2026.04 | 71.69 | 70.34 | 71 | 83.79 | 44.17 | |
| BWGNN2026.04 | 71.15 | 80.38 | 75.46 | 71.57 | 47.57 | |
| GCN2026.04 | 70.11 | 73.35 | 71.69 | 73.72 | 43.88 | |
| GIN2026.04 | 70.06 | 55.45 | 61.7 | 74.27 | 43.68 | |
| DGA-GNN2026.04 | 68.66 | 80.07 | 73.97 | 72.67 | 43.19 | |
| Node2Vec2026.04 | 68.49 | 60.75 | 64.39 | 64.46 | 36.02 | |
| GRIT2026.04 | 65.43 | 62.78 | 64.11 | 64.36 | 35.44 | |
| CARE-GNN2026.04 | 64.61 | 80.38 | 71.62 | 70.33 | 37.23 | |
| DeepWalk2026.04 | 62.31 | 60.63 | 61.45 | 67 | 32.62 | |
| PMP2026.04 | 59.31 | 80.38 | 71.64 | 70.42 | 44.68 |