Fraud Detection on Yelp (5% train ratio)
0.8197AUCRioGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RioGNN2021.04 | 0.8197 | 75.33 | |
| CARE-GNN2021.04 | 0.7126 | 67.53 | |
| FdGars2021.04 | 0.6177 | 62.83 | |
| GraphConsis2021.04 | 0.6158 | 62.6 | |
| GeniePath2021.04 | 0.5633 | 52.33 | |
| GAT2021.04 | 0.5623 | 54.68 | |
| Policy-GNN2021.04 | 0.5575 | 54.15 | |
| GCN2021.04 | 0.5498 | 53.12 | |
| GAS2021.04 | 0.5443 | 53.4 | |
| Policy-GNNVariant=H2021.04 | 0.5404 | 53.08 | |
| GraphSAGE2021.04 | 0.5382 | 54.25 | |
| SemiGNN2021.04 | 0.5373 | 52.28 | |
| GraphNAS2021.04 | 0.5326 | 53.69 | |
| GraphNASVariant=H2021.04 | 0.5293 | 52.4 | |
| Player2Vec2021.04 | 0.5103 | 50 | |
| RGCN2021.04 | 0.5021 | 50.38 |