Anomaly Detection on Weibo (Zero-shot, test)
92.88AUROCDOMINANT
Evaluation results
| Method | Links | |
|---|---|---|
| DOMINANTEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 92.88 | |
| TA-GGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 90.58 | |
| ARCEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 88.85 | |
| GCNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 76.64 | |
| TAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 71.54 | |
| GCTAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 70.61 | |
| AnomalyGFMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 69.48 | |
| S-GADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 65.73 | |
| HCM-AEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 65.52 | |
| CAGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 58.99 | |
| SpaceGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 55.56 | |
| BWGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 53.38 | |
| GATEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 53.06 | |
| GHRNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 51.87 | |
| UNPromptEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 45.56 | |
| CONSISGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 44.38 | |
| BGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 32.75 | |
| SmoothGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 24.55 | |
| CoLAEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 16.27 |