Fraud Detection on Yelp 20% (train)
0.8231AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 0.8231 | 75.51 | |
| CARE-GNN2021.04 | 0.7445 | 68.6 | |
| FdGars2021.04 | 0.6281 | 62.73 | |
| GraphConsis2021.04 | 0.6231 | 62.35 | |
| Policy-GNN2021.04 | 0.6001 | 58.95 | |
| Policy-GNNVariant=H2021.04 | 0.593 | 58.75 | |
| GAT2021.04 | 0.5769 | 52.34 | |
| GeniePath2021.04 | 0.5732 | 54.84 | |
| GraphNAS2021.04 | 0.5715 | 56.04 | |
| GraphNASVariant=H2021.04 | 0.5673 | 55.69 | |
| GraphSAGE2021.04 | 0.5612 | 52.69 | |
| RGCN2021.04 | 0.5505 | 50.92 | |
| GCN2021.04 | 0.5315 | 53.87 | |
| GAS2021.04 | 0.5251 | 53.37 | |
| Player2Vec2021.04 | 0.5156 | 50 | |
| SemiGNN2021.04 | 0.5155 | 52.16 |