Anomaly Detection on Amazon zero-shot (test)
82.67AUROCTA-GGAD
Evaluation results
| Method | Links | |
|---|---|---|
| TA-GGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 82.67 | |
| ARCEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 80.67 | |
| CONSISGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 76.42 | |
| SmoothGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 62.25 | |
| AnomalyGFMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 60.65 | |
| TAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 56.06 | |
| UNPromptEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 56.02 | |
| GCTAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 55.74 | |
| BWGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 55.26 | |
| S-GADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 53.11 | |
| BGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 52.26 | |
| GATEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 50.52 | |
| GHRNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 49.48 | |
| DOMINANTEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 48.94 | |
| CoLAEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 47.4 | |
| GCNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 46.63 | |
| CAGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 46.06 | |
| HCM-AEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 43.99 | |
| SpaceGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 29.06 |