Fraud Detection on Amazon (1% label ratio)
91.12F1-macroMHSA-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MHSA-GNN2025.12 | 91.12 | 93.96 | |
| BWGNNgraph_assumption=homo2025.12 | 90.76 | 89.32 | |
| DSGADgraph_assumption=hetero2025.12 | 87.19 | 89.73 | |
| ChebyNet2025.12 | 86.79 | 88.35 | |
| DSGADgraph_assumption=homo2025.12 | 86.58 | 89.17 | |
| BWGNNgraph_assumption=hetero2025.12 | 83.26 | 86.45 | |
| PC-GNN2025.12 | 79.81 | 90.22 | |
| GIN2025.12 | 68.99 | 79.74 | |
| CARE-GNN2025.12 | 68.58 | 87.93 | |
| GCN2025.12 | 67.98 | 83.81 | |
| GAT2025.12 | 60.55 | 74.61 |