Anomaly Detection on Weather (Aff-F, V-PR, V-ROC)
82.66Aff-F ScoreMindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTSModality=Multimodal (Time series + Text)2026.03 | 82.66 | 57.48 | 82.64 | |
| ModernModality=Unimodal (Time series only)2026.03 | 81.06 | 52.13 | 81.14 | |
| TsNetModality=Unimodal (Time series only)2026.03 | 80.58 | 50.09 | 81.91 | |
| TranADModality=Unimodal (Time series only)2026.03 | 77.81 | 52.08 | 78.75 | |
| PatchModality=Unimodal (Time series only)2026.03 | 77.17 | 50.03 | 79.97 | |
| UTimeModality=Unimodal (Time series only)2026.03 | 76.46 | 51.9 | 78.45 | |
| UniTSModality=Unimodal (Time series only)2026.03 | 76.17 | 44.35 | 75.08 | |
| TimerModality=Unimodal (Time series only)2026.03 | 75.46 | 43.21 | 73.22 | |
| iTransModality=Unimodal (Time series only)2026.03 | 75.37 | 42.56 | 73.37 | |
| LMixerModality=Unimodal (Time series only)2026.03 | 73.68 | 43.47 | 71.71 | |
| G4TSModality=Unimodal (Time series only)2026.03 | 72.56 | 41.3 | 70.03 | |
| DADAModality=Unimodal (Time series only)2026.03 | 69.01 | 30 | 61.03 | |
| PCAModality=Unimodal (Time series only)2026.03 | 64.91 | 47.13 | 57.38 | |
| IFModality=Unimodal (Time series only)2026.03 | 54.06 | 49.66 | 56.45 | |
| LODAModality=Unimodal (Time series only)2026.03 | 52.55 | 55.03 | 57 | |
| A.T.Modality=Unimodal (Time series only)2026.03 | 49.22 | 19.17 | 43.32 | |
| HBOSModality=Unimodal (Time series only)2026.03 | 47.7 | 46.58 | 54.16 | |
| DCModality=Unimodal (Time series only)2026.03 | 42.8 | 18.33 | 45.56 |