Time-Series Anomaly Detection on Exathlon (AUC-ROC)
99AUC-ROCPCA
Evaluation results
| Method | Links | |
|---|---|---|
| PCA2026.03 | 99 | |
| DeepAnT2026.03 | 99 | |
| OmniAnomaly2026.03 | 99 | |
| USAD2026.03 | 99 | |
| TranAD2026.03 | 99 | |
| TSPulseEvaluation Protocol=ZS2026.03 | 99 | |
| TSPulseEvaluation Protocol=FT2026.03 | 99 | |
| FREE2026.03 | 99 | |
| ARTA2026.03 | 99 | |
| AutoEncoder2026.03 | 96 | |
| MCD2026.03 | 95 | |
| OCSVM2026.03 | 95 | |
| Donut2026.03 | 93 | |
| TimesNet2026.03 | 93 | |
| OFA2026.03 | 93 | |
| FITS2026.03 | 92 | |
| CBLOF2026.03 | 90 | |
| RobustPCA2026.03 | 89 | |
| EIF2026.03 | 85 | |
| COPOD2026.03 | 83 | |
| HBOS2026.03 | 81 | |
| IForest2026.03 | 79 | |
| KMeansAD2026.03 | 75 | |
| KNN2026.03 | 64 | |
| LOF2026.03 | 57 | |
| LSTMAD2026.03 | 40 | |
| AnomalyTransformer2026.03 | 40 |