Node Anomaly Detection on MNIST0
99.99AUPRCBernNet
Evaluation Results
| Method | Links | |
|---|---|---|
| BernNetTask-level=Node-level2024.11 | 99.99 | |
| BWGNNTask-level=Node-level2024.11 | 99.99 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 99.99 | |
| GraphSAGETask-level=Node-level2024.11 | 99.93 | |
| GATTask-level=Node-level2024.11 | 99.4 | |
| PNATask-level=Node-level2024.11 | 98.48 | |
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 95.94 | |
| GCNTask-level=Node-level2024.11 | 91.24 | |
| GINTask-level=Node-level2024.11 | 87.62 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 82.89 | |
| SGCTask-level=Node-level2024.11 | 82.69 |