Anomaly Detection on BlogCatalog zero-shot (test)
77.91AUROCTA-GGAD
Evaluation results
| Method | Links | |
|---|---|---|
| TA-GGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 77.91 | |
| ARCEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 74.76 | |
| DOMINANTEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 74.25 | |
| UNPromptEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 68.36 | |
| GCTAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 67.6 | |
| CONSISGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 67.41 | |
| AnomalyGFMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 57.77 | |
| GHRNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 57.64 | |
| BWGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 56.34 | |
| GCNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 56.19 | |
| HCM-AEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 55.31 | |
| SpaceGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 51.02 | |
| S-GADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 50.7 | |
| GATEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 50.4 | |
| CoLAEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 50.04 | |
| TAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 49.86 | |
| CAGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 49.84 | |
| SmoothGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 47.96 | |
| BGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 47.67 |