Graph Anomaly Detection on CS (AUROC, AUPRC)
63AUROCTAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAMType=Unsupervised2026.06 | 63 | 4.4 | |
| ARCType=Generalist GAD2026.06 | 62.9 | 19.7 | |
| AnomalyDAEType=Unsupervised2026.06 | 61.9 | 18.4 | |
| AlignGADType=Generalist GAD2026.06 | 61.2 | 13.1 | |
| UNPromptType=Generalist GAD2026.06 | 58.4 | 4.8 | |
| NRGLType=Supervised2026.06 | 56.8 | 8.3 | |
| GCNType=Supervised2026.06 | 54.4 | 3.6 | |
| DOMINANTType=Unsupervised2026.06 | 50 | 3.8 | |
| GADAMType=Unsupervised2026.06 | 49.7 | 6.2 | |
| GGADType=Unsupervised2026.06 | 41.2 | 7.3 | |
| GATType=Supervised2026.06 | 38.5 | 2.4 | |
| GHRNType=Supervised2026.06 | 34.8 | 7.3 |