Time-Series Anomaly Detection on LTDB (Standard F1)
53Standard F1TSPulse
Evaluation results
| Method | Links | |
|---|---|---|
| TSPulseEvaluation Protocol=Fine-Tuned2026.03 | 53 | |
| PCA2026.03 | 50 | |
| OmniAnomaly2026.03 | 50 | |
| USAD2026.03 | 49 | |
| ARTA2026.03 | 43 | |
| KMeansAD2026.03 | 39 | |
| TSPulseEvaluation Protocol=Zero-Shot2026.03 | 39 | |
| IForest2026.03 | 37 | |
| DeepAnT2026.03 | 37 | |
| TimesNet2026.03 | 35 | |
| FREE2026.03 | 35 | |
| OFA2026.03 | 34 | |
| FITS2026.03 | 32 | |
| TranAD2026.03 | 30 | |
| RobustPCA2026.03 | 29 | |
| CBLOF2026.03 | 27 | |
| Donut2026.03 | 27 | |
| COPOD2026.03 | 27 | |
| MCD2026.03 | 26 | |
| OCSVM2026.03 | 26 | |
| HBOS2026.03 | 26 | |
| AutoEncoder2026.03 | 26 | |
| EIF2026.03 | 26 | |
| KNN2026.03 | 25 | |
| LOF2026.03 | 25 | |
| LSTMAD2026.03 | 25 | |
| AnomalyTransformer2026.03 | 25 |