Fraud Detection on Amazon (40% train ratio)
0.9619AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 0.9619 | 0.8982 | |
| CARE-GNN2021.04 | 0.8973 | 0.8848 | |
| FdGars2021.04 | 0.8581 | 0.8593 | |
| GraphConsis2021.04 | 0.855 | 0.8553 | |
| Policy-GNN2021.04 | 0.7885 | 0.767 | |
| Policy-GNNVariant=H2021.04 | 0.772 | 0.7444 | |
| GraphNAS2021.04 | 0.7625 | 0.7188 | |
| GraphNASVariant=H2021.04 | 0.7605 | 0.7016 | |
| GraphSAGE2021.04 | 0.7527 | 0.7016 | |
| RGCN2021.04 | 0.7468 | 0.6768 | |
| GCN2021.04 | 0.7434 | 0.6745 | |
| GeniePath2021.04 | 0.7265 | 0.6541 | |
| GAT2021.04 | 0.7216 | 0.6551 | |
| GAS2021.04 | 0.7103 | 0.6374 | |
| SemiGNN2021.04 | 0.7035 | 0.6289 | |
| Player2Vec2021.04 | 0.5694 | 0.5 |