Fraud Detection on Yelp 10% ratio (train)
83.72AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 83.72 | 75.78 | |
| CARE-GNN2021.04 | 73.31 | 67.77 | |
| FdGars2021.04 | 62.15 | 62.16 | |
| GraphConsis2021.04 | 62.07 | 62.08 | |
| GeniePath2021.04 | 56.29 | 54.35 | |
| Policy-GNN2021.04 | 56.29 | 56.16 | |
| Policy-GNNVariant=H2021.04 | 55.73 | 55.35 | |
| GAT2021.04 | 55.45 | 52.34 | |
| GraphNAS2021.04 | 55.31 | 55.47 | |
| RGCN2021.04 | 55.12 | 51.75 | |
| GraphNASVariant=H2021.04 | 54.69 | 54.15 | |
| GraphSAGE2021.04 | 54.2 | 52.23 | |
| GAS2021.04 | 52.58 | 53.26 | |
| SemiGNN2021.04 | 51.68 | 52.57 | |
| GCN2021.04 | 50.94 | 51.1 | |
| Player2Vec2021.04 | 50.15 | 50 |