Time Series Anomaly Detection on CICIDS
82.76AUC-RTimeRadar
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TimeRadarSetting=Zero-shot2026.02 | 82.76 | 0.38 | 73.51 | |
| CATCHSetting=Full-shot2026.02 | 78.2 | 0.2 | 72.66 | |
| ModernTCNSetting=Full-shot2026.02 | 70.22 | 0.14 | 51.74 | |
| DADASetting=Zero-shot2026.02 | 69.24 | 0.14 | 73.49 | |
| GPT4TSSetting=Full-shot2026.02 | 64.27 | 0.12 | 54 | |
| D3RSetting=Full-shot2026.02 | 61.82 | 0.14 | 67.79 | |
| TimesFMSetting=Zero-shot2026.02 | 58.13 | 0.14 | 67.45 | |
| Time-MoESetting=Zero-shot2026.02 | 57.05 | 0.14 | 64.39 | |
| Chronos-BoltSetting=Zero-shot2026.02 | 56.45 | 0.13 | 67.41 | |
| DCdetectorSetting=Full-shot2026.02 | 54.48 | 0.11 | 45.02 | |
| SEMPOSetting=Zero-shot2026.02 | 51.99 | 0.12 | 34.35 | |
| Anomaly TransformerSetting=Full-shot2026.02 | 51.23 | 0.1 | 34.7 | |
| TFMAESetting=Full-shot2026.02 | 50.41 | 0.09 | 25.34 |