Graph Fraud Detection on Amazon
98.71AUCMANDATE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MANDATE2026.03 | 98.71 | 92.8 | 93.31 | |
| DiG-in-GNN2026.03 | 97.83 | 92.59 | 91.13 | |
| PMP2026.03 | 97.59 | 90.88 | 90.89 | |
| BWGNN2026.03 | 97.55 | 92.49 | 89.34 | |
| GHRN2026.03 | 97.46 | 92.57 | 89.39 | |
| ConsisGAD2026.03 | 97.35 | 92.76 | 92.32 | |
| H2-FDetector2026.03 | 96.82 | 80.08 | 91.73 | |
| AMNet2026.03 | 96.42 | 91.47 | 88.63 | |
| GraphSAGE2026.03 | 94.01 | 91.91 | 89.49 | |
| GTAN2026.03 | 93.42 | 91.03 | 86.56 | |
| CARE-GNN2026.03 | 90.41 | 86.44 | 85.72 |