Node Anomaly Detection on MNIST 1 (AUROC)
0.9999AUROCGraphSAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphSAGEMethod Category=Node-level2024.11 | 0.9999 | |
| GATMethod Category=Node-level2024.11 | 0.9999 | |
| BernNetMethod Category=Node-level2024.11 | 0.9999 | |
| BWGNNMethod Category=Node-level2024.11 | 0.9999 | |
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 0.9999 | |
| PNAMethod Category=Node-level2024.11 | 0.9987 | |
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 0.9811 | |
| GCNMethod Category=Node-level2024.11 | 0.9384 | |
| GINMethod Category=Node-level2024.11 | 0.9349 | |
| SGCMethod Category=Node-level2024.11 | 0.8697 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 0.8116 |