Time-Series Anomaly Detection on Exathlon
0.96AUC-PRPCA
Evaluation results
| Method | Links | |
|---|---|---|
| PCA2026.03 | 0.96 | |
| OmniAnomaly2026.03 | 0.96 | |
| TranAD2026.03 | 0.95 | |
| DeepAnT2026.03 | 0.94 | |
| FREE2026.03 | 0.94 | |
| ARTA2026.03 | 0.94 | |
| AutoEncoder2026.03 | 0.93 | |
| USAD2026.03 | 0.93 | |
| TSPulseProtocol=Zero-Shot2026.03 | 0.93 | |
| TSPulseProtocol=Fine-Tuned2026.03 | 0.93 | |
| OFA2026.03 | 0.83 | |
| OCSVM2026.03 | 0.82 | |
| MCD2026.03 | 0.8 | |
| RobustPCA2026.03 | 0.8 | |
| CBLOF2026.03 | 0.74 | |
| Donut2026.03 | 0.73 | |
| FITS2026.03 | 0.73 | |
| TimesNet2026.03 | 0.72 | |
| EIF2026.03 | 0.4 | |
| COPOD2026.03 | 0.4 | |
| KMeansAD2026.03 | 0.37 | |
| KNN2026.03 | 0.33 | |
| IForest2026.03 | 0.31 | |
| HBOS2026.03 | 0.31 | |
| LSTMAD2026.03 | 0.17 | |
| AnomalyTransformer2026.03 | 0.17 | |
| LOF2026.03 | 0.16 |