Anomaly Detection on CiteSeer zero-shot (test)
94.12AUROCTA-GGAD
Evaluation results
| Method | Links | |
|---|---|---|
| TA-GGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 94.12 | |
| ARCEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 90.95 | |
| TAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 72.27 | |
| GCTAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 70.31 | |
| DOMINANTEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 69.47 | |
| CoLAEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 62.84 | |
| GCNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 60.27 | |
| CONSISGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 57.56 | |
| GHRNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 56.04 | |
| AnomalyGFMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 54.71 | |
| BWGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 52.61 | |
| GATEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 51.59 | |
| UNPromptEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 49.8 | |
| HCM-AEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 48.12 | |
| SmoothGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 48.04 | |
| SpaceGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 44.7 | |
| BGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 42.32 | |
| CAGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 40.13 | |
| S-GADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 38.18 |