Time-Series Anomaly Detection on Daphnet (AUC-ROC)
94AUC-ROCARTA
Evaluation results
| Method | Links | |
|---|---|---|
| ARTA2026.03 | 94 | |
| FITS2026.03 | 92 | |
| OFA2026.03 | 92 | |
| TSPulseEvaluation Protocol=FT2026.03 | 92 | |
| FREE2026.03 | 92 | |
| KNN2026.03 | 90 | |
| KMeansAD2026.03 | 90 | |
| TimesNet2026.03 | 90 | |
| TSPulseEvaluation Protocol=ZS2026.03 | 90 | |
| IForest2026.03 | 82 | |
| Donut2026.03 | 82 | |
| HBOS2026.03 | 81 | |
| EIF2026.03 | 80 | |
| MCD2026.03 | 79 | |
| DeepAnT2026.03 | 79 | |
| PCA2026.03 | 78 | |
| OmniAnomaly2026.03 | 77 | |
| AutoEncoder2026.03 | 74 | |
| COPOD2026.03 | 74 | |
| USAD2026.03 | 74 | |
| LOF2026.03 | 71 | |
| CBLOF2026.03 | 71 | |
| TranAD2026.03 | 71 | |
| RobustPCA2026.03 | 34 | |
| OCSVM2026.03 | 31 | |
| LSTMAD2026.03 | 31 | |
| AnomalyTransformer2026.03 | 31 |