Time-Series Anomaly Detection on OPP (VUS-ROC)
0.94VUS-ROCPCA
Evaluation results
| Method | Links | |
|---|---|---|
| PCA2026.03 | 0.94 | |
| DeepAnT2026.03 | 0.94 | |
| OmniAnomaly2026.03 | 0.94 | |
| USAD2026.03 | 0.94 | |
| TranAD2026.03 | 0.94 | |
| FREE2026.03 | 0.94 | |
| ARTA2026.03 | 0.94 | |
| IForest2026.03 | 0.91 | |
| HBOS2026.03 | 0.81 | |
| Donut2026.03 | 0.81 | |
| COPOD2026.03 | 0.73 | |
| CBLOF2026.03 | 0.63 | |
| EIF2026.03 | 0.58 | |
| LOF2026.03 | 0.52 | |
| KMeansAD2026.03 | 0.52 | |
| AutoEncoder2026.03 | 0.5 | |
| RobustPCA2026.03 | 0.47 | |
| KNN2026.03 | 0.45 | |
| TSPulseEvaluation Protocol=Fine-Tuned2026.03 | 0.42 | |
| OCSVM2026.03 | 0.41 | |
| LSTMAD2026.03 | 0.4 | |
| AnomalyTransformer2026.03 | 0.4 | |
| TimesNet2026.03 | 0.39 | |
| MCD2026.03 | 0.38 | |
| TSPulseEvaluation Protocol=Zero-Shot2026.03 | 0.37 | |
| FITS2026.03 | 0.36 | |
| OFA2026.03 | 0.34 |