Graph Anomaly Detection on Tolokers (AP)
24.59APNeighborDiv
Evaluation results
| Method | Links | |
|---|---|---|
| NeighborDivGAD Category=Generalist GAD, Training Protocol=UMDT2026.05 | 24.59 | |
| GADAMGAD Category=Unsupervised GAD, Training Protocol=UMDT2026.05 | 23.84 | |
| TAMGAD Category=Unsupervised GAD, Training Protocol=UMDT2026.05 | 23.08 | |
| AnomalyDAEGAD Category=Unsupervised GAD, Training Protocol=UMDT2026.05 | 22.96 | |
| GCNGAD Category=Supervised GAD, Training Protocol=UMDT2026.05 | 21.48 | |
| IA-GGADGAD Category=Generalist GAD, Training Protocol=UMDT2026.05 | 21.22 | |
| AnomalyGFMGAD Category=Generalist GAD, Training Protocol=UMDT2026.05 | 20.42 | |
| UNPromptGAD Category=Generalist GAD, Training Protocol=UMDT2026.05 | 19.95 | |
| BWGNNGAD Category=Supervised GAD, Training Protocol=UMDT2026.05 | 18.31 | |
| GHRNGAD Category=Supervised GAD, Training Protocol=UMDT2026.05 | 17.7 | |
| GATGAD Category=Supervised GAD, Training Protocol=UMDT2026.05 | 16.63 |