Anomaly Detection on Environment
85.29Aff-F ScoreMindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTSModality=Multimodal (Time series + Text)2026.03 | 85.29 | 56.79 | 93.78 | |
| LMixerModality=Unimodal (Time series only)2026.03 | 84.36 | 52.94 | 89.75 | |
| TimerModality=Unimodal (Time series only)2026.03 | 84.19 | 51.42 | 92.1 | |
| DADAModality=Unimodal (Time series only)2026.03 | 84.11 | 54.2 | 87.69 | |
| UniTSModality=Unimodal (Time series only)2026.03 | 83.06 | 50.24 | 92.03 | |
| UTimeModality=Unimodal (Time series only)2026.03 | 81.71 | 48.87 | 91.77 | |
| PatchModality=Unimodal (Time series only)2026.03 | 81.17 | 45.78 | 90.86 | |
| ModernModality=Unimodal (Time series only)2026.03 | 81.07 | 42.26 | 89.78 | |
| TsNetModality=Unimodal (Time series only)2026.03 | 80.41 | 50.64 | 87.97 | |
| iTransModality=Unimodal (Time series only)2026.03 | 74.43 | 24.87 | 73.81 | |
| G4TSModality=Unimodal (Time series only)2026.03 | 72.26 | 23.94 | 66.79 | |
| DCModality=Unimodal (Time series only)2026.03 | 62.24 | 7.69 | 41.28 | |
| TranADModality=Unimodal (Time series only)2026.03 | 61.41 | 4.91 | 14.2 | |
| A.T.Modality=Unimodal (Time series only)2026.03 | 59.75 | 18.14 | 51.98 | |
| PCAModality=Unimodal (Time series only)2026.03 | 55.63 | 17.87 | 37.08 | |
| IFModality=Unimodal (Time series only)2026.03 | 46.5 | 8.94 | 46.2 | |
| LODAModality=Unimodal (Time series only)2026.03 | 46.45 | 18.66 | 50.69 | |
| HBOSModality=Unimodal (Time series only)2026.03 | 22.25 | 52.15 | 51.03 |