Time Series Anomaly Detection on TUSZ
82.91AUCIMPACT
Evaluation Results
| Method | Links | |
|---|---|---|
| IMPACTExperimental Setting=Open-Set2026.03 | 82.91 | |
| WSAD-DTExperimental Setting=Open-Set2026.03 | 78.7 | |
| DRAExperimental Setting=Open-Set2026.03 | 72.48 | |
| NCADExperimental Setting=Open-Set2026.03 | 69.8 | |
| MOSADExperimental Setting=Open-Set2026.03 | 69.8 | |
| DSADExperimental Setting=Open-Set2026.03 | 68.6 | |
| GPT4TSExperimental Setting=Unsupervised2026.03 | 66.31 | |
| TCN-AEExperimental Setting=Unsupervised2026.03 | 64.17 | |
| TranADExperimental Setting=Unsupervised2026.03 | 62.82 | |
| THOCExperimental Setting=Unsupervised2026.03 | 62.45 | |
| COUTAExperimental Setting=Unsupervised2026.03 | 62.45 | |
| InvADExperimental Setting=Open-Set2026.03 | 61.63 | |
| DCdetectorExperimental Setting=Unsupervised2026.03 | 50.55 | |
| DevNetExperimental Setting=Open-Set2026.03 | 49.63 | |
| DADAExperimental Setting=Unsupervised2026.03 | 44.2 |