Node-level Anomaly Detection on Yelp
70.16F1-macroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADBackbone=BWG2024.11 | 70.16 | |
| BWGNNMethod Category=Node-level2024.11 | 64.89 | |
| GraphSAGEMethod Category=Node-level2024.11 | 64.2 | |
| BernNetMethod Category=Node-level2024.11 | 61.42 | |
| GINMethod Category=Node-level2024.11 | 58.78 | |
| AMNetMethod Category=Node-level2024.11 | 58.75 | |
| UniGADBackbone=GCN2024.11 | 58.23 | |
| GATMethod Category=Node-level2024.11 | 57.56 | |
| PNAMethod Category=Node-level2024.11 | 52.52 | |
| SGCMethod Category=Node-level2024.11 | 47.26 | |
| GCNMethod Category=Node-level2024.11 | 42.84 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 40.9 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 14.43 |