Node Anomaly Detection on MUTAG
99.54AUROCUniGAD
Evaluation results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Unified, Backbone=BWGNN2024.11 | 99.54 | |
| BWGNNMethod Category=Node-level2024.11 | 99.5 | |
| UniGADMethod Category=Unified, Backbone=GCN2024.11 | 99.5 | |
| GATMethod Category=Node-level2024.11 | 99.42 | |
| GINMethod Category=Node-level2024.11 | 99.39 | |
| GCNMethod Category=Node-level2024.11 | 99.38 | |
| GraphSAGEMethod Category=Node-level2024.11 | 99.26 | |
| BernNetMethod Category=Node-level2024.11 | 98.97 | |
| PNAMethod Category=Node-level2024.11 | 98.76 | |
| SGCMethod Category=Node-level2024.11 | 89.19 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 83.88 | |
| All-in-One-UMethod Category=Multi-task2024.11 | 50.63 |