Graph Anomaly Detection on YelpChi (40/20/40 split)
76.89Macro-F1EGNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EGNN2026.05 | 76.89 | 88.1 | 66.26 | |
| BWGNN2026.05 | 71.78 | 84.33 | 54.67 | |
| ChebyNet2026.05 | 71.59 | 84.3 | 54.46 | |
| UniGAD2026.05 | 71.23 | 83.69 | 53.97 | |
| BernNet2026.05 | 69.19 | 82.14 | 48.89 | |
| GraphSAGE2026.05 | 68.59 | 82.17 | 45.8 | |
| GT2026.05 | 67.27 | 79.86 | 44.89 | |
| GAT2026.05 | 65.92 | 78.33 | 41.34 | |
| GIN2026.05 | 65.2 | 76.59 | 39.51 | |
| PC-GNN2026.05 | 56.3 | 59.55 | 22.91 | |
| GCN2026.05 | 55.7 | 58.91 | 22.42 | |
| SGC2026.05 | 51.35 | 51.91 | 15.76 |