Table 2 AP results for graph-level anomaly detection
AUC | EEXPT.1 | EEXPT.2 | EEXPT.3 | MEAN | STD |
|---|---|---|---|---|---|
OCSVM | 81.33% | 57.03% | 48.92% | 62.43% | 16.87% |
IF | 92.02% | 86.66% | 85.01% | 88.38% | 4.48% |
LOF | 92.81% | 92.02% | 92.53% | 92.45% | 0.40% |
GAAN | 79.47% | 60.70% | 56.86% | 65.68% | 12.10% |
OCGNN | 89.47% | 91.48% | 90.99% | 90.65% | 1.05% |
GCNAE | 92.58% | 92.44% | 92.28% | 92.43% | 0.15% |
DOMINANT | 80.44% | 87.78% | 85.69% | 84.64% | 3.78% |
CONAD | 85.11% | 87.99% | 91.29% | 88.13% | 3.09% |
GUIDE | 93.14% | 93.31% | 93.39% | 93.28% | 0.13% |
GRAM | 95.48% | 95.29% | 95.81% | 95.53% | 0.26% |