Graph Anomaly Detection on ENZYMES
76.8AUCSIGOOD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SIGOOD2026.02 | 76.8 | 39.02 | — | — | — | |
| LGKDE2025.05 | 71.04 | — | — | — | — | |
| CVTGAD2026.02 | 69.4 | — | — | — | — | |
| UniFORM2025.05 | 69.34 | — | — | — | — | |
| CVTGAD2025.05 | 68.56 | — | — | — | — | |
| MUSE2025.05 | 67.82 | — | — | — | — | |
| PGOS2026.02 | 67.1 | — | — | — | — | |
| OCGTL2026.02 | 66 | — | — | — | — | |
| GLocalKD2026.02 | 66 | — | — | — | — | |
| OCGIN2026.02 | 63.6 | — | — | — | — | |
| OCGTL2025.05 | 63.59 | — | — | — | — | |
| GLADC2025.05 | 63.44 | — | — | — | — | |
| SIGNET2026.02 | 63.2 | — | — | — | — | |
| SIGNET2025.05 | 63.12 | — | — | — | — | |
| OCGIN2025.05 | 62.44 | — | — | — | — | |
| GLocalKD2025.05 | 61.75 | — | — | — | — | |
| GOOD-D2026.02 | 61.5 | — | — | — | — | |
| GOODAT2026.02 | 59.1 | — | — | — | — | |
| WL-SVM2026.02 | 57.2 | — | — | — | — | |
| WL-OCSVM2026.02 | 55.24 | — | — | — | — | |
| InfoGraph-iF2026.02 | 53.8 | — | — | — | — | |
| WL-SVM2025.05 | 53.75 | — | — | — | — | |
| PK-OCSVM2026.02 | 53.67 | — | — | — | — | |
| GraphCL-iF2026.02 | 53.6 | — | — | — | — | |
| PK-SVM2025.05 | 52.45 | — | — | — | — | |
| IG-iF2026.02 | 52.4 | — | — | — | — | |
| GOODAT2026.02 | 52.33 | — | — | — | — | |
| GCL-iF2026.02 | 52.1 | — | — | — | — | |
| WL-iF2026.02 | 51.6 | — | — | — | — | |
| PK-iF2026.02 | 51.3 | — | — | — | — | |
| WL-iF2025.05 | 51.03 | — | — | — | — | |
| PK-iF2025.05 | 49.82 | — | — | — | — | |
| GTrans2026.02 | 38.02 | — | — | — | — | |
| LGKDE2025.05 | — | — | 52.79 | — | — | |
| MUSE2025.05 | — | — | 31.89 | — | — | |
| OCGIN2025.05 | — | — | 32.67 | — | — | |
| PK-iF2025.05 | — | — | 43.65 | — | — | |
| UniFORM2025.05 | — | — | 34.56 | — | — |