Time-Series Anomaly Detection on Exathlon (Standard F1)
97Standard F1PCA
Evaluation results
| Method | Links | |
|---|---|---|
| PCA2026.03 | 97 | |
| OmniAnomaly2026.03 | 97 | |
| FREE2026.03 | 96 | |
| ARTA2026.03 | 96 | |
| USAD2026.03 | 95 | |
| TSPulseEvaluation Protocol=Fine-Tuned2026.03 | 95 | |
| DeepAnT2026.03 | 94 | |
| TranAD2026.03 | 94 | |
| AutoEncoder2026.03 | 92 | |
| TSPulseEvaluation Protocol=Zero-Shot2026.03 | 92 | |
| OFA2026.03 | 88 | |
| MCD2026.03 | 86 | |
| OCSVM2026.03 | 83 | |
| RobustPCA2026.03 | 81 | |
| TimesNet2026.03 | 79 | |
| FITS2026.03 | 78 | |
| CBLOF2026.03 | 76 | |
| Donut2026.03 | 52 | |
| COPOD2026.03 | 52 | |
| EIF2026.03 | 50 | |
| HBOS2026.03 | 49 | |
| KMeansAD2026.03 | 45 | |
| IForest2026.03 | 42 | |
| KNN2026.03 | 37 | |
| LSTMAD2026.03 | 22 | |
| AnomalyTransformer2026.03 | 22 | |
| LOF2026.03 | 21 |