Graph Anomaly Detection on IMDB-B
71.5AUCCVTGAD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CVTGAD2026.02 | 71.5 | — | — | — | — | |
| SIGNET2026.02 | 70.3 | — | — | — | — | |
| SIGNET2025.05 | 70.12 | — | — | — | — | |
| CVTGAD2025.05 | 69.82 | — | — | — | — | |
| SIGOOD2026.02 | 68.96 | 5.07 | — | — | — | |
| LGKDE2025.05 | 68.77 | — | — | — | — | |
| UniFORM2025.05 | 68.42 | — | — | — | — | |
| MUSE2025.05 | 67.84 | — | — | — | — | |
| PGOS2026.02 | 67.7 | — | — | — | — | |
| GOOD-D2026.02 | 67.6 | — | — | — | — | |
| GLADC2025.05 | 65.94 | — | — | — | — | |
| GOODAT2026.02 | 65.5 | — | — | — | — | |
| GOODAT2026.02 | 65.46 | — | — | — | — | |
| OCGTL2025.05 | 65.27 | — | — | — | — | |
| IG-iF2026.02 | 64.9 | — | — | — | — | |
| OCGTL2026.02 | 63.1 | — | — | — | — | |
| OCGIN2025.05 | 61.47 | — | — | — | — | |
| OCGIN2026.02 | 61.2 | — | — | — | — | |
| InfoGraph-iF2026.02 | 56.5 | — | — | — | — | |
| GraphCL-iF2026.02 | 56.5 | — | — | — | — | |
| GCL-iF2026.02 | 54.9 | — | — | — | — | |
| WL-OCSVM2026.02 | 54.08 | — | — | — | — | |
| GLocalKD2025.05 | 53.31 | — | — | — | — | |
| WL-SVM2025.05 | 52.98 | — | — | — | — | |
| PK-iF2025.05 | 52.83 | — | — | — | — | |
| WL-SVM2026.02 | 52.7 | — | — | — | — | |
| WL-iF2025.05 | 51.79 | — | — | — | — | |
| PK-SVM2025.05 | 51.75 | — | — | — | — | |
| PK-iF2026.02 | 50.8 | — | — | — | — | |
| PK-OCSVM2026.02 | 50.75 | — | — | — | — | |
| GLocalKD2026.02 | 50.6 | — | — | — | — | |
| WL-iF2026.02 | 50.2 | — | — | — | — | |
| GTrans2026.02 | 45.34 | — | — | — | — | |
| CVTGAD2025.05 | — | — | 68.89 | — | — | |
| LGKDE2025.05 | — | — | 87.17 | — | — | |
| OCGTL2025.05 | — | — | 58.45 | — | — | |
| SIGNET2025.05 | — | — | 67.12 | — | — |