Anomaly Detection on Energy
74.37Aff-F ScoreMindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTSModality=Multimodal (Time series + Text)2026.03 | 74.37 | 50.36 | 74.44 | |
| iTransModality=Unimodal (Time series only)2026.03 | 70.81 | 35.82 | 63.06 | |
| ModernModality=Unimodal (Time series only)2026.03 | 70.76 | 36.6 | 65.05 | |
| PatchModality=Unimodal (Time series only)2026.03 | 66.85 | 34.41 | 58.31 | |
| G4TSModality=Unimodal (Time series only)2026.03 | 66.37 | 31.68 | 53.1 | |
| TsNetModality=Unimodal (Time series only)2026.03 | 66 | 38.61 | 59.47 | |
| LMixerModality=Unimodal (Time series only)2026.03 | 65.85 | 30.35 | 53.04 | |
| DADAModality=Unimodal (Time series only)2026.03 | 64.38 | 34.18 | 54.37 | |
| UniTSModality=Unimodal (Time series only)2026.03 | 63.84 | 31.04 | 51.15 | |
| LODAModality=Unimodal (Time series only)2026.03 | 63.45 | 48.63 | 55.9 | |
| IFModality=Unimodal (Time series only)2026.03 | 62.03 | 46.03 | 53.61 | |
| UTimeModality=Unimodal (Time series only)2026.03 | 61.98 | 32.88 | 49.97 | |
| TimerModality=Unimodal (Time series only)2026.03 | 60.2 | 29.46 | 46.03 | |
| PCAModality=Unimodal (Time series only)2026.03 | 57.65 | 44.3 | 53.07 | |
| HBOSModality=Unimodal (Time series only)2026.03 | 55.85 | 42.57 | 51.5 | |
| TranADModality=Unimodal (Time series only)2026.03 | 49.69 | 33.8 | 56.37 | |
| DCModality=Unimodal (Time series only)2026.03 | 47.07 | 22.57 | 45.93 | |
| A.T.Modality=Unimodal (Time series only)2026.03 | 43.39 | 19.69 | 31.56 |