Anomaly Detection on T-Group
697AUPRCUniGAD - GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| UniGAD - GCNBackbone=GCN2024.11 | 697 | |
| UniGAD - BWGBackbone=BWG2024.11 | 430 | |
| GraphPrompt-U2024.11 | 115 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 55.64 | |
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 44.95 | |
| UniGAD - GCNBackbone=GCN2024.11 | 35.02 | |
| UniGAD - BWGTask-level=UniGAD (Ours)2024.11 | 31.31 | |
| UniGAD - BWGBackbone=BWG2024.11 | 27.15 | |
| UniGAD - GCNTask-level=UniGAD (Ours)2024.11 | 21.53 | |
| BWGNNTask-level=Node-level2024.11 | 16.3 | |
| BernNetTask-level=Node-level2024.11 | 13.51 | |
| GCNTask-level=Node-level2024.11 | 8.78 | |
| RQGNNTask-level=Graph-level2024.11 | 7.98 | |
| GATTask-level=Node-level2024.11 | 6.56 | |
| iGADTask-level=Graph-level2024.11 | 5.92 | |
| GraphSAGETask-level=Node-level2024.11 | 5.79 | |
| GraphPrompt-U2024.11 | 5.04 | |
| OCGINTask-level=Graph-level2024.11 | 4.46 | |
| OCGTLTask-level=Graph-level2024.11 | 4.3 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 4.25 | |
| SGCTask-level=Node-level2024.11 | 3.93 | |
| GLocalKDTask-level=Graph-level2024.11 | 2.51 | |
| GINTask-level=Node-level2024.11 | 1.65 | |
| GraphPrompt-UTask-level=Multi-task2024.11 | 1.06 | |
| PNATask-level=Node-level2024.11 | 1.03 |