Account Detection on Bitcoin-M (test)
90.61PrecisionUniDetect
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniDetect2026.04 | 90.61 | 95.47 | 92.98 | 93.83 | 70.45 | |
| UniDetectvariant=dagger notation2026.04 | 89.32 | 90.16 | 89.74 | 88.23 | 67.41 | |
| DIAM2026.04 | 88.83 | 86.39 | 87.57 | 84.1 | 64.88 | |
| GraphSAGE2026.04 | 87.17 | 83.27 | 85.17 | 83.28 | 58.26 | |
| DGA-GNN2026.04 | 87.15 | 87.95 | 87.55 | 87.36 | 64.4 | |
| CARE-GNN2026.04 | 86.69 | 86.58 | 86.67 | 85.04 | 60.22 | |
| GAT2026.04 | 86.16 | 81.45 | 83.71 | 81.27 | 53.42 | |
| BWGNN2026.04 | 86.09 | 87.12 | 86.66 | 81.55 | 60.6 | |
| PMP2026.04 | 85.16 | 86.3 | 85.73 | 85.73 | 64.61 | |
| APPNP2026.04 | 83.27 | 79.58 | 81.36 | 80.23 | 51.33 | |
| BERT4ETH2026.04 | 80.03 | 59.95 | 68.55 | 78.32 | 47.11 | |
| GCN2026.04 | 79.9 | 81.21 | 80.49 | 78.33 | 46.71 | |
| Node2Vec2026.04 | 76.81 | 72.61 | 74.63 | 68.72 | 45.63 | |
| SIGTRAN2026.04 | 75.97 | 52.24 | 61.94 | 74.3 | 43.82 | |
| GRIT2026.04 | 68.63 | 69.41 | 69.02 | 67.64 | 38.31 | |
| GIN2026.04 | 64.68 | 61.88 | 63.14 | 77.17 | 38.67 | |
| DeepWalk2026.04 | 63.42 | 57.68 | 60.42 | 69.51 | 35.65 |