Time Series Anomaly Detection on SMD (AUC)
75.97AUCIMPACT
Evaluation results
| Method | Links | |
|---|---|---|
| IMPACTExperimental Setting=Open-Set2026.03 | 75.97 | |
| DSADExperimental Setting=Open-Set2026.03 | 72.75 | |
| InvADExperimental Setting=Open-Set2026.03 | 71.24 | |
| MOSADExperimental Setting=Open-Set2026.03 | 71.2 | |
| WSAD-DTExperimental Setting=Open-Set2026.03 | 70.6 | |
| GPT4TSExperimental Setting=Unsupervised2026.03 | 66.2 | |
| TCN-AEExperimental Setting=Unsupervised2026.03 | 64.76 | |
| DADAExperimental Setting=Unsupervised2026.03 | 64.45 | |
| TranADExperimental Setting=Unsupervised2026.03 | 64.4 | |
| NCADExperimental Setting=Open-Set2026.03 | 64.39 | |
| THOCExperimental Setting=Unsupervised2026.03 | 62.55 | |
| COUTAExperimental Setting=Unsupervised2026.03 | 60.93 | |
| DRAExperimental Setting=Open-Set2026.03 | 59.31 | |
| DCdetectorExperimental Setting=Unsupervised2026.03 | 50.23 | |
| DevNetExperimental Setting=Open-Set2026.03 | 49.62 |