Time Series Anomaly Detection on PSM (AUC-R, AUC-P, Aff-F1)
67.72AUC-RTimeRadar
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimeRadarSetting=Zero-shot2026.02 | 67.72 | 44.44 | 82.03 | |
| CATCHSetting=Full-shot2026.02 | 64.68 | 43.16 | 79.5 | |
| DADASetting=Zero-shot2026.02 | 61.08 | 38.79 | 81.58 | |
| ModernTCNSetting=Full-shot2026.02 | 58.91 | 38.26 | 79.59 | |
| D3RSetting=Full-shot2026.02 | 58.46 | 38.11 | 80.29 | |
| GPT4TSSetting=Full-shot2026.02 | 56.26 | 35.82 | 81.44 | |
| Time-MoESetting=Zero-shot2026.02 | 54.68 | 32.31 | 69.02 | |
| SEMPOSetting=Zero-shot2026.02 | 51.65 | 30.58 | 73.07 | |
| TimesFMSetting=Zero-shot2026.02 | 51.04 | 29.3 | 69.58 | |
| Chronos-BoltSetting=Zero-shot2026.02 | 51.03 | 29.24 | 69.14 | |
| Anomaly TransformerSetting=Full-shot2026.02 | 49.99 | 28.05 | 65.37 | |
| DCdetectorSetting=Full-shot2026.02 | 49.44 | 24.79 | 66.99 | |
| TFMAESetting=Full-shot2026.02 | 33.35 | 21.54 | 65.64 |