Graph-level Anomaly Detection on MUTAG
96.75AUPRCLGKDE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LGKDE2025.05 | 96.75 | 84.01 | 1.75 | |
| MUSE2025.05 | 82.67 | 71.93 | 4.5 | |
| CVTGAD2025.05 | 81.29 | 73.77 | 3.58 | |
| UniFORM2025.05 | 80.45 | 71.03 | 5.67 | |
| OCGTL2025.05 | 79.7 | 67.3 | 6.75 | |
| SIGNET2025.05 | 77.41 | 69.92 | 5.25 | |
| GLocalKD2025.05 | 75.45 | 66.38 | 7.42 | |
| OCGIN2025.05 | 74.07 | 70.28 | 5.83 | |
| GLADC2025.05 | 72.12 | 66.71 | 7.5 | |
| WL-iF2025.05 | 55.15 | 52.75 | 9.42 | |
| WL-SVM2025.05 | 50.94 | 47.13 | 11.25 | |
| PK-SVM2025.05 | 47.8 | 43.93 | 10.58 | |
| PK-iF2025.05 | 45.89 | 38.89 | 11.42 |