Graph Anomaly Detection on NCI1
79AUCOCGTL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OCGTL2026.02 | 79 | — | |
| LGKDE2025.05 | 76.67 | — | |
| PGOS2026.02 | 76.1 | — | |
| OCGTL2025.05 | 75.75 | — | |
| CVTGAD2026.02 | 75 | — | |
| MUSE2025.05 | 74.45 | — | |
| SIGNET2025.05 | 74.32 | — | |
| UniFORM2025.05 | 72.93 | — | |
| OCGIN2025.05 | 69.46 | — | |
| CVTGAD2025.05 | 69.13 | — | |
| SIGNET2026.02 | 69.1 | — | |
| GLADC2025.05 | 68.32 | — | |
| GLocalKD2025.05 | 65.29 | — | |
| GLocalKD2026.02 | 61.1 | — | |
| GOOD-D2026.02 | 60.9 | — | |
| SIGOOD2026.02 | 59.07 | 16.41 | |
| WL-SVM2025.05 | 54.18 | — | |
| WL-SVM2026.02 | 52.9 | — | |
| IG-iF2026.02 | 52.4 | — | |
| OCGIN2026.02 | 52.2 | — | |
| PK-SVM2025.05 | 51.39 | — | |
| WL-iF2026.02 | 50.74 | — | |
| GCL-iF2026.02 | 50.7 | — | |
| WL-OCSVM2026.02 | 50.63 | — | |
| PK-iF2026.02 | 50.58 | — | |
| WL-iF2025.05 | 50.41 | — | |
| PK-iF2025.05 | 50.22 | — | |
| InfoGraph-iF2026.02 | 50.1 | — | |
| PK-OCSVM2026.02 | 49.9 | — | |
| GraphCL-iF2026.02 | 49.88 | — | |
| GOODAT2026.02 | 45.96 | — | |
| GOODAT2026.02 | 45.6 | — | |
| GTrans2026.02 | 41.42 | — |