Univariate Anomaly Detection on MSL
92.8PA-F1W1-ACAS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| W1-ACASForecaster=Chronos2026.04 | 92.8 | 87.6 | 3.3 | 2.2 | 28.2 | 40 | |
| W1-ACASForecaster=Tirex2026.04 | 90.5 | 88.8 | 15.2 | 1.7 | 22.5 | 38 | |
| W1-ACASForecaster=TTM2026.04 | 90.1 | 87.9 | 2.3 | 1.7 | 22.7 | 39.6 | |
| gaussianForecaster=Tirex2026.04 | 85.6 | 84.1 | 18.7 | 13.1 | 26.7 | 37.8 | |
| gaussianForecaster=TTM2026.04 | 85.5 | 84.9 | 18 | 7.4 | 28.6 | 41.6 | |
| KShapeADForecaster=-2026.04 | 85.4 | 91.5 | 11.6 | 18.8 | 10.8 | 26 | |
| gaussianForecaster=Chronos2026.04 | 85.4 | 84.2 | 18 | 7.4 | 26.2 | 36.8 | |
| conformalForecaster=Chronos2026.04 | 82.9 | 81.3 | 31 | 15.9 | 30.8 | 30.6 | |
| CNN*Forecaster=-2026.04 | 82.6 | 88.5 | 9.6 | 46 | 10.5 | 30.8 | |
| conformalForecaster=Tirex2026.04 | 82.6 | 81.6 | 31.2 | 15.8 | 22.6 | 29.9 | |
| OmniAnomaly*Forecaster=-2026.04 | 81.8 | 87.9 | 3.8 | 58.8 | 12.1 | 34.4 | |
| conformalForecaster=TTM2026.04 | 80.3 | 81.2 | 31.9 | 16.5 | 24.3 | 39.6 | |
| MOMENT ZSForecaster=-2026.04 | 79.9 | 90.5 | 15.1 | 42.9 | 13.4 | 50.1 | |
| Sub-KNNForecaster=-2026.04 | 68.5 | 83.5 | 29.3 | 13.7 | 13.2 | 17.9 | |
| Sub-PCAForecaster=-2026.04 | 68.3 | 88.2 | 17.5 | 14.5 | 5.6 | 37.1 | |
| USAD*Forecaster=-2026.04 | 66.7 | 88.1 | 13.3 | 38.4 | 6 | 41.5 | |
| SANDForecaster=-2026.04 | 65.5 | 87.7 | 24.2 | 17.6 | 6.4 | 30.3 | |
| POLYForecaster=-2026.04 | 61.9 | 88.1 | 24.8 | 7.6 | 7.7 | 35.3 |