Multivariate Time Series Anomaly Detection on MSL (Best-F1)
63.8Best F1 ScoreCCM-TAD
Evaluation Results
| Method | Links | |
|---|---|---|
| CCM-TADEvaluation Protocol=Protocol-32025.05 | 63.8 | |
| CCM-TADEvaluation Protocol=Protocol-22025.05 | 61.3 | |
| NPSREvaluation Protocol=Protocol-22025.05 | 55.1 | |
| SATEvaluation Protocol=Protocol-22025.05 | 50.3 | |
| Sen.H.(Off)Evaluation Protocol=Protocol-32025.05 | 45.2 | |
| UAEEvaluation Protocol=Protocol-22025.05 | 45.1 | |
| xLSTMADEvaluation Protocol=Protocol-22025.05 | 44.1 | |
| Sen.H.(On)Evaluation Protocol=Protocol-32025.05 | 41.8 | |
| CCM-TADEvaluation Protocol=Protocol-12025.05 | 37 | |
| TimesNetEvaluation Protocol=Protocol-22025.05 | 36.9 | |
| SimADEvaluation Protocol=Protocol-12025.05 | 30 | |
| MTAD-GATEvaluation Protocol=Protocol-22025.05 | 27.5 | |
| MAD-GANEvaluation Protocol=Protocol-22025.05 | 26.7 | |
| xLSTMADEvaluation Protocol=Protocol-12025.05 | 26.5 | |
| TimesNetEvaluation Protocol=Protocol-12025.05 | 26.1 | |
| TranADEvaluation Protocol=Protocol-22025.05 | 25.1 | |
| MSCREDEvaluation Protocol=Protocol-22025.05 | 25 | |
| PatchADEvaluation Protocol=Protocol-12025.05 | 24.9 | |
| D3REvaluation Protocol=Protocol-12025.05 | 24 | |
| GDNEvaluation Protocol=Protocol-22025.05 | 21.7 | |
| LSTM-VAEEvaluation Protocol=Protocol-22025.05 | 21.2 | |
| USADEvaluation Protocol=Protocol-22025.05 | 21.1 | |
| OmniAnom.Evaluation Protocol=Protocol-22025.05 | 20.7 | |
| DAGMMEvaluation Protocol=Protocol-22025.05 | 19.9 | |
| Anom. Trans.Evaluation Protocol=Protocol-12025.05 | 19.1 | |
| CATCHEvaluation Protocol=Protocol-12025.05 | 14.3 |