Time-Series Anomaly Detection on PSM (AUC-ROC)
80AUC-ROCARTA
Evaluation results
| Method | Links | |
|---|---|---|
| ARTA2026.03 | 80 | |
| MCD2026.03 | 76 | |
| KMeansAD2026.03 | 74 | |
| AutoEncoder2026.03 | 73 | |
| CBLOF2026.03 | 67 | |
| Donut2026.03 | 66 | |
| OmniAnomaly2026.03 | 66 | |
| COPOD2026.03 | 66 | |
| TSPulseEvaluation Protocol=FT2026.03 | 66 | |
| PCA2026.03 | 65 | |
| OCSVM2026.03 | 64 | |
| EIF2026.03 | 64 | |
| OFA2026.03 | 64 | |
| FREE2026.03 | 64 | |
| HBOS2026.03 | 63 | |
| IForest2026.03 | 62 | |
| TSPulseEvaluation Protocol=ZS2026.03 | 62 | |
| USAD2026.03 | 61 | |
| LSTMAD2026.03 | 57 | |
| TranAD2026.03 | 56 | |
| LOF2026.03 | 52 | |
| FITS2026.03 | 51 | |
| RobustPCA2026.03 | 49 | |
| TimesNet2026.03 | 49 | |
| KNN2026.03 | 44 | |
| DeepAnT2026.03 | 43 | |
| AnomalyTransformer2026.03 | 24 |