Fraud Detection on Amazon (40% label ratio)
92.47F1-macroMHSA-GNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MHSA-GNN2025.12 | 92.47 | 98.27 | |
| BWGNNgraph_assumption=hetero2025.12 | 92.4 | 97.84 | |
| ChebyNet2025.12 | 92.31 | 94.52 | |
| DSGADgraph_assumption=hetero2025.12 | 92.14 | 97.73 | |
| BWGNNgraph_assumption=homo2025.12 | 92.08 | 97.86 | |
| DSGADgraph_assumption=homo2025.12 | 92.03 | 97.83 | |
| PC-GNN2025.12 | 90.53 | 96.31 | |
| CARE-GNN2025.12 | 88.19 | 91.21 | |
| GAT2025.12 | 82.17 | 88.95 | |
| GCN2025.12 | 69.97 | 84.73 | |
| GIN2025.12 | 69.92 | 83.51 |