Time-Series Anomaly Detection on PSM (AUC-PR)
29AUC-PRAutoEncoder
Evaluation results
| Method | Links | |
|---|---|---|
| AutoEncoder2026.03 | 29 | |
| ARTA2026.03 | 29 | |
| MCD2026.03 | 26 | |
| KMeansAD2026.03 | 23 | |
| COPOD2026.03 | 22 | |
| OCSVM2026.03 | 20 | |
| CBLOF2026.03 | 20 | |
| IForest2026.03 | 18 | |
| OmniAnomaly2026.03 | 18 | |
| EIF2026.03 | 18 | |
| OFA2026.03 | 18 | |
| FREE2026.03 | 18 | |
| PCA2026.03 | 17 | |
| HBOS2026.03 | 17 | |
| USAD2026.03 | 17 | |
| TranAD2026.03 | 15 | |
| TSPulseProtocol=Fine-Tuned2026.03 | 15 | |
| LSTMAD2026.03 | 14 | |
| AnomalyTransformer2026.03 | 14 | |
| LOF2026.03 | 13 | |
| DeepAnT2026.03 | 13 | |
| Donut2026.03 | 13 | |
| TimesNet2026.03 | 12 | |
| FITS2026.03 | 12 | |
| TSPulseProtocol=Zero-Shot2026.03 | 12 | |
| KNN2026.03 | 11 | |
| RobustPCA2026.03 | 10 |