Anomaly Detection on MDT
93.96AccuracyMindTS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MindTS2026.03 | 93.96 | — | — | — | |
| HBOS2026.03 | 90.48 | — | — | — | |
| LODA2026.03 | 90.48 | — | — | — | |
| IF2026.03 | 88.1 | — | — | — | |
| DADA2026.03 | 87.18 | — | — | — | |
| TsNet2026.03 | 86.45 | — | — | — | |
| UTime2026.03 | 85.71 | — | — | — | |
| UniTS2026.03 | 85.16 | — | — | — | |
| Modern2026.03 | 84.8 | — | — | — | |
| Patch2026.03 | 83.88 | — | — | — | |
| G4TS2026.03 | 83.7 | — | — | — | |
| Timer2026.03 | 82.42 | — | — | — | |
| iTrans2026.03 | 77.84 | — | — | — | |
| DC2026.03 | 74.36 | — | — | — | |
| CALF2026.03 | 71.25 | — | — | — | |
| LMixer2026.03 | 65.57 | — | — | — | |
| PCA2026.03 | 65.02 | — | — | — | |
| DulTF2026.03 | 63.92 | — | — | — | |
| A.T.2026.03 | 57.33 | — | — | — | |
| TranAD2026.03 | 41.58 | — | — | — | |
| A.T.Modality=Unimodal (Time series only)2026.03 | — | 66.12 | 15.93 | 44.53 | |
| DADAModality=Unimodal (Time series only)2026.03 | — | 77.99 | 46.81 | 66.76 | |
| DCModality=Unimodal (Time series only)2026.03 | — | 47.33 | 15.72 | 45.02 | |
| G4TSModality=Unimodal (Time series only)2026.03 | — | 80.81 | 44.81 | 62.3 | |
| HBOSModality=Unimodal (Time series only)2026.03 | — | 52.33 | 44.77 | 55.3 | |
| IFModality=Unimodal (Time series only)2026.03 | — | 53.74 | 35.32 | 54.02 | |
| iTransModality=Unimodal (Time series only)2026.03 | — | 78.66 | 36.36 | 71.87 | |
| LMixerModality=Unimodal (Time series only)2026.03 | — | 67.65 | 19.1 | 47.06 | |
| LODAModality=Unimodal (Time series only)2026.03 | — | 55.06 | 44.63 | 55.98 | |
| MindTSModality=Multimodal (Time series + Text)2026.03 | — | 89.19 | 65.44 | 83.02 | |
| ModernModality=Unimodal (Time series only)2026.03 | — | 80.81 | 52.18 | 82.3 | |
| PatchModality=Unimodal (Time series only)2026.03 | — | 79.47 | 41.67 | 77.69 | |
| PCAModality=Unimodal (Time series only)2026.03 | — | 54.66 | 22.93 | 44.09 | |
| TimerModality=Unimodal (Time series only)2026.03 | — | 78.51 | 38.38 | 60.28 | |
| TranADModality=Unimodal (Time series only)2026.03 | — | 63.93 | 14.34 | 28.55 | |
| TsNetModality=Unimodal (Time series only)2026.03 | — | 80.08 | 50.53 | 79.56 | |
| UniTSModality=Unimodal (Time series only)2026.03 | — | 75.57 | 37.61 | 58.67 | |
| UTimeModality=Unimodal (Time series only)2026.03 | — | 76.28 | 38.94 | 61 |