Multivariate Time Series Anomaly Detection on PSM (Best-F1)
71.6Best-F1CCM-TAD
Evaluation Results
| Method | Links | |
|---|---|---|
| CCM-TADEvaluation Protocol=Protocol-12025.05 | 71.6 | |
| OracleADEvaluation Protocol=Protocol-22025.05 | 65.9 | |
| SATEvaluation Protocol=Protocol-22025.05 | 65.3 | |
| xLSTMADEvaluation Protocol=Protocol-12025.05 | 65.1 | |
| TranADEvaluation Protocol=Protocol-22025.05 | 64.9 | |
| NPSREvaluation Protocol=Protocol-22025.05 | 64.8 | |
| CAROTS2025.05 | 60.3 | |
| MTAD-GATEvaluation Protocol=Protocol-22025.05 | 57.1 | |
| MSCREDEvaluation Protocol=Protocol-22025.05 | 55.6 | |
| GDNEvaluation Protocol=Protocol-22025.05 | 55.2 | |
| CAROTS+2025.05 | 53.4 | |
| SimADEvaluation Protocol=Protocol-12025.05 | 52.1 | |
| Sen.H.(Off)Evaluation Protocol=Protocol-32025.05 | 51.7 | |
| Sen.H.(On)Evaluation Protocol=Protocol-32025.05 | 50.7 | |
| PatchADEvaluation Protocol=Protocol-12025.05 | 49.3 | |
| DAGMMEvaluation Protocol=Protocol-22025.05 | 48.3 | |
| USADEvaluation Protocol=Protocol-22025.05 | 47.9 | |
| MAD-GANEvaluation Protocol=Protocol-22025.05 | 47.1 | |
| LSTM-VAEEvaluation Protocol=Protocol-22025.05 | 45.5 | |
| OmniAnom.Evaluation Protocol=Protocol-22025.05 | 45.2 | |
| D3REvaluation Protocol=Protocol-12025.05 | 44.2 | |
| TimesNetEvaluation Protocol=Protocol-12025.05 | 43.6 | |
| Anom. Trans.Evaluation Protocol=Protocol-12025.05 | 43.4 | |
| UAEEvaluation Protocol=Protocol-22025.05 | 42.7 | |
| CATCHEvaluation Protocol=Protocol-12025.05 | 11.6 |