Time-Series Anomaly Detection on OPP
72AUC-PRFREE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FREE2026.03 | 72 | — | |
| PCA2026.03 | 37 | — | |
| OmniAnomaly2026.03 | 37 | — | |
| USAD2026.03 | 36 | — | |
| ARTA2026.03 | 33 | — | |
| DeepAnT2026.03 | 29 | — | |
| TranAD2026.03 | 29 | — | |
| IForest2026.03 | 27 | — | |
| MCD2026.03 | 16 | — | |
| Donut2026.03 | 16 | — | |
| COPOD2026.03 | 16 | — | |
| HBOS2026.03 | 15 | — | |
| CBLOF2026.03 | 14 | — | |
| AutoEncoder2026.03 | 13 | — | |
| RobustPCA2026.03 | 13 | — | |
| OCSVM2026.03 | 11 | — | |
| LOF2026.03 | 9 | — | |
| EIF2026.03 | 9 | — | |
| TimesNet2026.03 | 8 | — | |
| FITS2026.03 | 7 | — | |
| OFA2026.03 | 7 | — | |
| TSPulseProtocol=Fine-Tuned2026.03 | 7 | — | |
| KMeansAD2026.03 | 6 | — | |
| LSTMAD2026.03 | 6 | — | |
| AnomalyTransformer2026.03 | 6 | — | |
| KNN2026.03 | 5 | — | |
| TSPulseProtocol=Zero-Shot2026.03 | 5 | — | |
| AnomalyTransformer2026.03 | — | 12 | |
| ARTA2026.03 | — | 53 | |
| AutoEncoder2026.03 | — | 20 | |
| CBLOF2026.03 | — | 24 | |
| COPOD2026.03 | — | 27 | |
| DeepAnT2026.03 | — | 52 | |
| Donut2026.03 | — | 26 | |
| EIF2026.03 | — | 19 | |
| FITS2026.03 | — | 12 | |
| FREE2026.03 | — | 58 | |
| HBOS2026.03 | — | 26 | |
| IForest2026.03 | — | 38 | |
| KMeansAD2026.03 | — | 15 | |
| KNN2026.03 | — | 13 | |
| LOF2026.03 | — | 16 | |
| LSTMAD2026.03 | — | 12 | |
| MCD2026.03 | — | 22 | |
| OCSVM2026.03 | — | 20 | |
| OFA2026.03 | — | 13 | |
| OmniAnomaly2026.03 | — | 58 | |
| PCA2026.03 | — | 58 | |
| RobustPCA2026.03 | — | 19 | |
| TimesNet2026.03 | — | 13 | |
| TranAD2026.03 | — | 52 | |
| TSPulseEvaluation Protocol=Zero-Shot2026.03 | — | 12 | |
| TSPulseEvaluation Protocol=Fine-Tuned2026.03 | — | 13 | |
| USAD2026.03 | — | 60 |