Edge-level Anomaly Detection on Amazon (F1-macro)
73.59F1-macroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=BWG2024.11 | 73.59 | |
| BernEMethod Category=Edge-level2024.11 | 69.12 | |
| BWEMethod Category=Edge-level2024.11 | 67.56 | |
| AMEMethod Category=Edge-level2024.11 | 66.27 | |
| GATEMethod Category=Edge-level2024.11 | 64.69 | |
| UniGADBackbone=GCN2024.11 | 59.12 | |
| SAGEEMethod Category=Edge-level2024.11 | 57.79 | |
| SGCEMethod Category=Edge-level2024.11 | 55.97 | |
| PNAEMethod Category=Edge-level2024.11 | 49.27 | |
| GCNEMethod Category=Edge-level2024.11 | 47.99 | |
| GINEMethod Category=Edge-level2024.11 | 47.82 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 35.95 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 2.45 |