Anomaly Detection on Anomaly Detection Challenge Zero-Shot blind (test)
98.19AUROCTA-GGAD
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TA-GGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 98.19 | — | — | — | — | — | — | — | — | |
| DOMINANTEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 82.56 | — | — | — | — | — | — | — | — | |
| ARCEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 82.46 | — | — | — | — | — | — | — | — | |
| GCTAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 74.12 | — | — | — | — | — | — | — | — | |
| UNPromptEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 71.08 | — | — | — | — | — | — | — | — | |
| TAMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 70.41 | — | — | — | — | — | — | — | — | |
| AnomalyGFMEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GGAD2026.03 | 67.86 | — | — | — | — | — | — | — | — | |
| GCNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 67.55 | — | — | — | — | — | — | — | — | |
| CONSISGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 66.48 | — | — | — | — | — | — | — | — | |
| GHRNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 61.5 | — | — | — | — | — | — | — | — | |
| BWGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 61.41 | — | — | — | — | — | — | — | — | |
| CAGADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 60.27 | — | — | — | — | — | — | — | — | |
| HCM-AEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 58.66 | — | — | — | — | — | — | — | — | |
| CoLAEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 58.61 | — | — | — | — | — | — | — | — | |
| GATEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 53.38 | — | — | — | — | — | — | — | — | |
| S-GADEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 50.78 | — | — | — | — | — | — | — | — | |
| SmoothGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 45.19 | — | — | — | — | — | — | — | — | |
| SpaceGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 43.4 | — | — | — | — | — | — | — | — | |
| BGNNEvaluation Protocol=Zero-shot (pretrain-only), Method Category=GAD2026.03 | 36.06 | — | — | — | — | — | — | — | — | |
| AI Guardians of TrustSetting=Zero-Shot2025.12 | — | 66.29 | — | — | — | — | — | — | — | |
| AIUoKSetting=Zero-Shot2025.12 | — | 72.98 | — | — | — | — | — | — | — | |
| AlphaQSetting=Zero-Shot2025.12 | — | 62.15 | — | — | — | — | — | — | — | |
| CortexAISetting=Zero-Shot2025.12 | — | 62.35 | — | — | — | — | — | — | — | |
| GGWPSetting=Zero-Shot2025.12 | — | 62.25 | — | — | — | — | — | — | — | |
| No Trust Issues HereSetting=Zero-Shot2025.12 | — | 73.14 | — | — | — | — | — | — | — | |
| PersistenceSetting=Zero-Shot2025.12 | — | 61.62 | — | — | — | — | — | — | — | |
| PilehSetting=Zero-Shot2025.12 | — | 74.92 | — | — | — | — | — | — | — | |
| red_serotoninSetting=Zero-Shot2025.12 | — | 63.51 | — | — | — | — | — | — | — | |
| TempestSetting=Zero-Shot2025.12 | — | 70.88 | — | — | — | — | — | — | — |