Fraud Detection on Amazon 20% ratio (train)
95.63AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 95.63 | 89.51 | |
| CARE-GNN2021.04 | 89.45 | 88.27 | |
| FdGars2021.04 | 85.88 | 85.84 | |
| GraphConsis2021.04 | 85.5 | 85.59 | |
| RGCN2021.04 | 75.58 | 65.08 | |
| Policy-GNN2021.04 | 75.29 | 74.55 | |
| GCN2021.04 | 75.13 | 66.15 | |
| Player2Vec2021.04 | 74.55 | 50 | |
| GAS2021.04 | 74.51 | 62.08 | |
| Policy-GNNVariant=H2021.04 | 74.11 | 73.08 | |
| SemiGNN2021.04 | 73.98 | 61.28 | |
| GraphSAGE2021.04 | 73.97 | 70.3 | |
| GraphNAS2021.04 | 73.58 | 71.73 | |
| GraphNASVariant=H2021.04 | 73.52 | 70.35 | |
| GAT2021.04 | 72.1 | 67.13 | |
| GeniePath2021.04 | 71.89 | 65.08 |