Node Anomaly Detection on T-Group
0.9619AUROCUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 0.9619 | |
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 0.9557 | |
| BWGNNMethod Category=Node-level2024.11 | 0.9481 | |
| BernNetMethod Category=Node-level2024.11 | 0.9385 | |
| GCNMethod Category=Node-level2024.11 | 0.9181 | |
| SGCMethod Category=Node-level2024.11 | 0.8255 | |
| GATMethod Category=Node-level2024.11 | 0.7817 | |
| GraphSAGEMethod Category=Node-level2024.11 | 0.6415 | |
| GINMethod Category=Node-level2024.11 | 0.6151 | |
| PNAMethod Category=Node-level2024.11 | 0.5566 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 0.474 |