Anomaly Detection on TSB-AD U
52VUS-PRTSPulse
Evaluation results
| Method | Links | |
|---|---|---|
| TSPulseEvaluation Protocol=Fine-tuned2025.05 | 52 | |
| TSPulseEvaluation Protocol=Zero-shot2025.05 | 48 | |
| Sub-PCA2025.05 | 42 | |
| KShapeAD2025.05 | 40 | |
| POLY2025.05 | 39 | |
| Series2Graph2025.05 | 39 | |
| MOMENTEvaluation Protocol=Fine-tuned2025.05 | 39 | |
| MOMENTEvaluation Protocol=Zero-shot2025.05 | 38 | |
| KMeansAD2025.05 | 37 | |
| USAD2025.05 | 36 | |
| Sub-KNN2025.05 | 35 | |
| MatrixProfile2025.05 | 35 | |
| SAND2025.05 | 34 | |
| CNN2025.05 | 34 | |
| LSTMAD2025.05 | 33 | |
| SR2025.05 | 32 | |
| TimesFM2025.05 | 30 | |
| IForest2025.05 | 30 | |
| OmniAnomaly2025.05 | 29 | |
| Lag-Llama2025.05 | 27 | |
| Chronos2025.05 | 27 | |
| TimesNet2025.05 | 26 | |
| AutoEncoder2025.05 | 26 | |
| TranAD2025.05 | 26 | |
| FITS2025.05 | 26 | |
| Sub-LOF2025.05 | 25 | |
| OFA2025.05 | 24 | |
| Sub-MCD2025.05 | 24 | |
| Sub-HBOS2025.05 | 23 | |
| Sub-OCSVM2025.05 | 23 | |
| Sub-IForest2025.05 | 22 | |
| Donut2025.05 | 20 | |
| LOF2025.05 | 17 | |
| AnomalyTransformer2025.05 | 12 |