Multivariate Time-Series Anomaly Detection on CATS v2 (VUS-PR)
0.31VUS-PRARTA
Evaluation results
| Method | Links | |
|---|---|---|
| ARTA2026.03 | 0.31 | |
| FREE2026.03 | 0.23 | |
| MCD2026.03 | 0.13 | |
| FITS2026.03 | 0.13 | |
| OFA2026.03 | 0.13 | |
| PCA2026.03 | 0.12 | |
| KMeansAD2026.03 | 0.12 | |
| OCSVM2026.03 | 0.08 | |
| DeepAnT2026.03 | 0.08 | |
| KNN2026.03 | 0.07 | |
| Donut2026.03 | 0.07 | |
| TimesNet2026.03 | 0.07 | |
| TSPulseEvaluation protocol=Fine-Tuned2026.03 | 0.07 | |
| CBLOF2026.03 | 0.06 | |
| AutoEncoder2026.03 | 0.06 | |
| EIF2026.03 | 0.06 | |
| LOF2026.03 | 0.05 | |
| IForest2026.03 | 0.05 | |
| HBOS2026.03 | 0.05 | |
| COPOD2026.03 | 0.05 | |
| TSPulseEvaluation protocol=Zero-Shot2026.03 | 0.05 | |
| LSTMAD2026.03 | 0.04 | |
| RobustPCA2026.03 | 0.04 | |
| OmniAnomaly2026.03 | 0.04 | |
| USAD2026.03 | 0.04 | |
| TranAD2026.03 | 0.04 | |
| AnomalyTransformer2026.03 | 0.03 |