Time-Series Anomaly Detection on CATS v2 (Standard F1)
44Standard F1ARTA
Evaluation results
| Method | Links | |
|---|---|---|
| ARTA2026.03 | 44 | |
| FREE2026.03 | 35 | |
| PCA2026.03 | 33 | |
| OmniAnomaly2026.03 | 33 | |
| USAD2026.03 | 33 | |
| OFA2026.03 | 25 | |
| MCD2026.03 | 23 | |
| DeepAnT2026.03 | 22 | |
| KMeansAD2026.03 | 20 | |
| TranAD2026.03 | 20 | |
| TimesNet2026.03 | 18 | |
| TSPulseEvaluation Protocol=Fine-Tuned2026.03 | 18 | |
| OCSVM2026.03 | 17 | |
| KNN2026.03 | 14 | |
| IForest2026.03 | 13 | |
| CBLOF2026.03 | 12 | |
| AutoEncoder2026.03 | 12 | |
| RobustPCA2026.03 | 12 | |
| EIF2026.03 | 12 | |
| FITS2026.03 | 12 | |
| TSPulseEvaluation Protocol=Zero-Shot2026.03 | 12 | |
| LOF2026.03 | 10 | |
| HBOS2026.03 | 10 | |
| Donut2026.03 | 10 | |
| COPOD2026.03 | 10 | |
| LSTMAD2026.03 | 7 | |
| AnomalyTransformer2026.03 | 7 |