Time-Series Anomaly Detection on LTDB (PA-F1, Affiliation-F, FPR, CalErr, AUC-PR, VUC-PR)
93.7PA-F1W1-ACAS-H
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| W1-ACAS-HForecaster=Tirex-allctx, AD Model=W1-ACAS-H2026.04 | 93.7 | 82.9 | 6 | 0.134 | 17.1 | 26.3 | |
| CNN*Forecaster=-, AD Model=CNN*2026.04 | 91 | 83.7 | 22.8 | 0.657 | 24.7 | 34.3 | |
| W1-ACAS-HForecaster=Chronos-allctx, AD Model=W1-ACAS-H2026.04 | 91 | 81.6 | 6.8 | 0.162 | 17 | 26.3 | |
| W1-ACAS-FForecaster=Tirex-allctx, AD Model=W1-ACAS-F2026.04 | 88.8 | 81.4 | 4.7 | 0.026 | 22.7 | 26 | |
| OmniAnomaly*Forecaster=-, AD Model=OmniAnomaly*2026.04 | 87.5 | 83 | 29.7 | 0.511 | 21.1 | 27.2 | |
| W1-ACAS-FForecaster=Chronos-allctx, AD Model=W1-ACAS-F2026.04 | 84.5 | 79.2 | 6.5 | 0.038 | 22.7 | 26.5 | |
| USAD*Forecaster=-, AD Model=USAD*2026.04 | 63.9 | 86.6 | 28 | 0.54 | 17.8 | 45.3 |