Time Series Anomaly Detection on PTBXL
66.99AUCIMPACT
Evaluation results
| Method | Links | |
|---|---|---|
| IMPACTExperimental Setting=Open-Set2026.03 | 66.99 | |
| WSAD-DTExperimental Setting=Open-Set2026.03 | 65.83 | |
| DRAExperimental Setting=Open-Set2026.03 | 63.33 | |
| DADAExperimental Setting=Unsupervised2026.03 | 63.22 | |
| THOCExperimental Setting=Unsupervised2026.03 | 62.89 | |
| MOSADExperimental Setting=Open-Set2026.03 | 62.74 | |
| DSADExperimental Setting=Open-Set2026.03 | 62.49 | |
| TCN-AEExperimental Setting=Unsupervised2026.03 | 58.74 | |
| TranADExperimental Setting=Unsupervised2026.03 | 58.51 | |
| COUTAExperimental Setting=Unsupervised2026.03 | 56.71 | |
| DCdetectorExperimental Setting=Unsupervised2026.03 | 51.28 | |
| InvADExperimental Setting=Open-Set2026.03 | 50.2 | |
| DevNetExperimental Setting=Open-Set2026.03 | 50 | |
| GPT4TSExperimental Setting=Unsupervised2026.03 | 47.82 | |
| NCADExperimental Setting=Open-Set2026.03 | 45.93 |