Graph Fraud Detection on YelpChi
94.73AUCMANDATE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MANDATE2026.03 | 94.73 | 83.35 | 86.07 | |
| PMP2026.03 | 93.2 | 81.4 | 84.02 | |
| DiG-in-GNN2026.03 | 93.13 | 81.36 | 82.09 | |
| BWGNN2026.03 | 91.19 | 77.12 | 80.22 | |
| GHRN2026.03 | 90.42 | 77 | 78.38 | |
| GTAN2026.03 | 90.38 | 77.33 | 69.99 | |
| H2-FDetector2026.03 | 89.62 | 71.47 | 82.24 | |
| ConsisGAD2026.03 | 89.16 | 75.14 | 74.42 | |
| AMNet2026.03 | 83.64 | 67.8 | 56.56 | |
| GraphSAGE2026.03 | 80.87 | 71.61 | 73.38 | |
| CARE-GNN2026.03 | 77.2 | 61.16 | 70.6 |