Time-Series Anomaly Detection on LTDB
52AUC-PRTSPulse
Evaluation results
| Method | Links | |
|---|---|---|
| TSPulseProtocol=Fine-Tuned2026.03 | 52 | |
| OmniAnomaly2026.03 | 47 | |
| PCA2026.03 | 46 | |
| USAD2026.03 | 46 | |
| OFA2026.03 | 46 | |
| TSPulseProtocol=Zero-Shot2026.03 | 37 | |
| ARTA2026.03 | 37 | |
| IForest2026.03 | 35 | |
| FREE2026.03 | 35 | |
| KMeansAD2026.03 | 31 | |
| DeepAnT2026.03 | 31 | |
| TimesNet2026.03 | 25 | |
| TranAD2026.03 | 22 | |
| FITS2026.03 | 22 | |
| RobustPCA2026.03 | 19 | |
| MCD2026.03 | 17 | |
| CBLOF2026.03 | 17 | |
| HBOS2026.03 | 17 | |
| AutoEncoder2026.03 | 17 | |
| COPOD2026.03 | 17 | |
| OCSVM2026.03 | 16 | |
| LSTMAD2026.03 | 16 | |
| EIF2026.03 | 16 | |
| AnomalyTransformer2026.03 | 16 | |
| KNN2026.03 | 15 | |
| LOF2026.03 | 15 | |
| Donut2026.03 | 15 |