Graph Anomaly Detection on COX2
0.7778AUCSIGOOD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIGOOD2026.02 | 0.7778 | 29.65 | |
| PGOS2026.02 | 0.746 | — | |
| SIGNET2025.05 | 0.7235 | — | |
| SIGNET2026.02 | 0.706 | — | |
| CVTGAD2026.02 | 0.676 | — | |
| LGKDE2025.05 | 0.6669 | — | |
| MUSE2025.05 | 0.6587 | — | |
| UniFORM2025.05 | 0.6512 | — | |
| CVTGAD2025.05 | 0.6436 | — | |
| GLADC2025.05 | 0.6413 | — | |
| GOOD-D2026.02 | 0.616 | — | |
| GOODAT2026.02 | 0.5999 | — | |
| OCGTL2025.05 | 0.5981 | — | |
| GOODAT2026.02 | 0.593 | — | |
| GLocalKD2025.05 | 0.5893 | — | |
| OCGIN2025.05 | 0.5781 | — | |
| OCGIN2026.02 | 0.574 | — | |
| OCGTL2026.02 | 0.566 | — | |
| IG-iF2026.02 | 0.557 | — | |
| GTrans2026.02 | 0.5356 | — | |
| InfoGraph-iF2026.02 | 0.5336 | — | |
| WL-SVM2025.05 | 0.5334 | — | |
| PK-iF2025.05 | 0.5248 | — | |
| PK-SVM2025.05 | 0.5215 | — | |
| GraphCL-iF2026.02 | 0.5201 | — | |
| GCL-iF2026.02 | 0.51 | — | |
| PK-OCSVM2026.02 | 0.5027 | — | |
| WL-iF2026.02 | 0.5027 | — | |
| PK-iF2026.02 | 0.5005 | — | |
| WL-OCSVM2026.02 | 0.4986 | — | |
| WL-iF2025.05 | 0.4956 | — | |
| WL-SVM2026.02 | 0.492 | — | |
| GLocalKD2026.02 | 0.492 | — |