Multivariate Time Series Anomaly Detection on mTSBench Mean across 19 datasets
46.3VUS-PRCRAFTIIF
Evaluation results
| Method | Links | |
|---|---|---|
| CRAFTIIFUnsupervised=true, Interpretability=true, Thresholding Protocol=Adaptive2026.06 | 46.3 | |
| PCAUnsupervised=true, Interpretability=Partial, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 32.9 | |
| OmniAnomalyUnsupervised=false, Interpretability=false, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 32.8 | |
| CNNUnsupervised=false, Interpretability=false, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 32.1 | |
| IForest (raw)Unsupervised=true, Interpretability=Partial, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 30 | |
| TranADUnsupervised=false, Interpretability=false, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 29.2 | |
| USADUnsupervised=true, Interpretability=false, Thresholding Protocol=Fixed 7.5% quantile2026.06 | 28.9 |