Fraud Detection on Yelp (40% train ratio)
83.54AUCRioGNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 83.54 | 76.19 | |
| CARE-GNN2021.04 | 75.7 | 71.92 | |
| FdGars2021.04 | 62.66 | 62.4 | |
| GraphConsis2021.04 | 62.07 | 62.08 | |
| Policy-GNN2021.04 | 61.52 | 60.33 | |
| Policy-GNNVariant=H2021.04 | 60.6 | 59.99 | |
| GAT2021.04 | 56.24 | 54.52 | |
| GeniePath2021.04 | 55.91 | 50.94 | |
| GraphNAS2021.04 | 55.59 | 57 | |
| GraphNASVariant=H2021.04 | 54.46 | 56.16 | |
| GraphSAGE2021.04 | 54 | 52.86 | |
| Player2Vec2021.04 | 53.65 | 50 | |
| RGCN2021.04 | 53.38 | 50.43 | |
| GCN2021.04 | 53.12 | 50.81 | |
| GAS2021.04 | 52.6 | 51.61 | |
| SemiGNN2021.04 | 51.58 | 50.59 |