Fraud Detection on Amazon 5% ratio (train)
95.44AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 95.44 | 90.17 | |
| CARE-GNN2021.04 | 89.54 | 88.34 | |
| FdGars2021.04 | 85.58 | 85.83 | |
| GraphConsis2021.04 | 85.46 | 85.49 | |
| Player2Vec2021.04 | 76.86 | 56.94 | |
| RGCN2021.04 | 75.12 | 64.23 | |
| GCN2021.04 | 74.44 | 65.54 | |
| GAT2021.04 | 73.89 | 63.22 | |
| Policy-GNN2021.04 | 73.69 | 71.34 | |
| GraphNAS2021.04 | 72.41 | 70.36 | |
| Policy-GNNVariant=H2021.04 | 72.2 | 70.1 | |
| GeniePath2021.04 | 71.56 | 65.56 | |
| GAS2021.04 | 71.4 | 64.31 | |
| GraphNASVariant=H2021.04 | 71.01 | 69.17 | |
| GraphSAGE2021.04 | 70.71 | 69.09 | |
| SemiGNN2021.04 | 70.25 | 63.29 |