Edge-level Anomaly Detection on Amazon
0.9218AUROCUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADTraining Strategy=Multi-task, Backbone=BWGNN2024.11 | 0.9218 | |
| BWETraining Strategy=Single-level2024.11 | 0.9161 | |
| GATETraining Strategy=Single-level2024.11 | 0.902 | |
| BernETraining Strategy=Single-level2024.11 | 0.896 | |
| AMETraining Strategy=Single-level2024.11 | 0.8936 | |
| UniGADTraining Strategy=Multi-task, Backbone=GCN2024.11 | 0.8004 | |
| GINETraining Strategy=Single-level2024.11 | 0.7974 | |
| GSAGEETraining Strategy=Single-level2024.11 | 0.7892 | |
| GCNETraining Strategy=Single-level2024.11 | 0.7863 | |
| SGCETraining Strategy=Single-level2024.11 | 0.7641 | |
| PNAETraining Strategy=Single-level2024.11 | 0.7571 | |
| All-in-One-UTraining Strategy=Multi-task2024.11 | 0.5516 | |
| GraphPrompt-UTraining Strategy=Multi-task2024.11 | 0.4861 |