Graph Anomaly Detection on Amazon (40%)
92.8Macro F1Energy Transformer (ET)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Energy Transformer (ET)2023.02 | 92.8 | 97.3 | |
| BWGNN2023.02 | 92.2 | 98 | |
| BWGNNSplit=40%2026.06 | 92.2 | 98 | |
| CDATSplit=40%2026.06 | 92.1 | 97.2 | |
| GT2023.02 | 91.7 | 95.4 | |
| GTSplit=40%2026.06 | 91.7 | 95.4 | |
| ETSplit=40%2026.06 | 90.4 | 95.7 | |
| PC-GNN2023.02 | 89.5 | 95.8 | |
| CAREGNN2023.02 | 86.3 | 90.5 | |
| CAREGNNSplit=40%2026.06 | 86.3 | 90.5 | |
| PC-GNNSplit=40%2026.06 | 85 | 95.8 | |
| MLP2023.02 | 79.1 | 89.8 | |
| GraphConsis2023.02 | 75.1 | 87.4 |