Node Anomaly Detection on T-Group (F1-macro)
68.69F1 MacroUniGAD
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGADMethod Category=Multi-task, Backbone=BWG2024.11 | 68.69 | |
| UniGADMethod Category=Multi-task, Backbone=GCN2024.11 | 64.98 | |
| BernNetMethod Category=Node-level, Backbone=BernNet2024.11 | 52.84 | |
| BWGNNMethod Category=Node-level, Backbone=BWGNN2024.11 | 51.81 | |
| GraphSAGEMethod Category=Node-level, Backbone=GraphSAGE2024.11 | 50.77 | |
| GraphPrompt-UMethod Category=Multi-task2024.11 | 50.77 | |
| GATMethod Category=Node-level, Backbone=GAT2024.11 | 50.29 | |
| PNAMethod Category=Node-level, Backbone=PNA2024.11 | 49.88 | |
| GCNMethod Category=Node-level, Backbone=GCN2024.11 | 49.5 | |
| GINMethod Category=Node-level, Backbone=GIN2024.11 | 49.24 | |
| SGCMethod Category=Node-level, Backbone=SGC2024.11 | 49.04 |