Anomaly Detection on Cora
49.33AUPRCARC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARCLearning setup=Ours2024.05 | 49.33 | 1.9 | |
| DOMINANTLearning setup=Unsupervised, Protocol=Pre-Train & Fine-Tune2024.05 | 21.35 | 4 | |
| CoLALearning setup=Unsupervised, Protocol=Pre-Train & Fine-Tune2024.05 | 13.91 | 5.8 | |
| TAMLearning setup=Unsupervised, Protocol=Pre-Train & Fine-Tune2024.05 | 13.62 | 4.1 | |
| DOMINANTLearning setup=Unsupervised, Protocol=Pre-Train Only2024.05 | 12.75 | 6.1 | |
| CoLALearning setup=Unsupervised, Protocol=Pre-Train Only2024.05 | 11.41 | 9 | |
| TAMLearning setup=Unsupervised, Protocol=Pre-Train Only2024.05 | 11.18 | 5.8 | |
| GHRNLearning setup=Supervised, Protocol=Pre-Train Only2024.05 | 9.56 | 8.4 | |
| GCNLearning setup=Supervised, Protocol=Pre-Train Only2024.05 | 7.41 | 9.6 | |
| BWGNNLearning setup=Supervised, Protocol=Pre-Train Only2024.05 | 7.25 | 8.6 | |
| GATLearning setup=Supervised, Protocol=Pre-Train Only2024.05 | 6.49 | 7.3 | |
| HCM-ALearning setup=Unsupervised, Protocol=Pre-Train & Fine-Tune2024.05 | 6.41 | 11.9 | |
| HCM-ALearning setup=Unsupervised, Protocol=Pre-Train Only2024.05 | 5.78 | 12.1 | |
| BGNNLearning setup=Supervised, Protocol=Pre-Train Only2024.05 | 4.9 | 10.5 |