Graph Anomaly Detection on Elliptic (test)
18.83AUPRCTA-GGAD
Evaluation results
| Method | Links | |
|---|---|---|
| TA-GGADMethod Category=GGAD methods2026.03 | 18.83 | |
| CAGADMethod Category=GAD methods2026.03 | 16.24 | |
| GCNMethod Category=GAD methods2026.03 | 15.25 | |
| BWGNNMethod Category=GAD methods2026.03 | 13.79 | |
| SpaceGNNMethod Category=GAD methods2026.03 | 11.98 | |
| CONSISGADMethod Category=GAD methods2026.03 | 11.59 | |
| SmoothGNNMethod Category=GAD methods2026.03 | 11.53 | |
| GHRNMethod Category=GAD methods2026.03 | 11.37 | |
| BGNNMethod Category=GAD methods2026.03 | 10.78 | |
| CoLAMethod Category=GAD methods2026.03 | 9.36 | |
| UNPromptMethod Category=GGAD methods2026.03 | 6.79 | |
| ARCMethod Category=GGAD methods2026.03 | 6.75 | |
| S-GADMethod Category=GAD methods2026.03 | 6.65 | |
| GATMethod Category=GAD methods2026.03 | 6.17 | |
| TAMMethod Category=GAD methods2026.03 | 6.13 | |
| GCTAMMethod Category=GAD methods2026.03 | 6.1 | |
| DOMINANTMethod Category=GAD methods2026.03 | 5.97 |