Anomaly Detection on KR
93.51V-ROC ScoreMindTS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MindTS2026.03 | 93.51 | — | — | — | 89.6 | |
| Modern2026.03 | 93.39 | — | — | — | 89.77 | |
| MindTSModality=Multimodal (Time series + Text)2026.03 | 89.86 | 90.28 | 53.15 | — | — | |
| ModernModality=Unimodal (Time series only)2026.03 | 88.87 | 84.42 | 39.95 | — | — | |
| TsNet2026.03 | 85.88 | — | — | — | 78.29 | |
| iTrans2026.03 | 83.22 | — | — | — | 74.41 | |
| UTime2026.03 | 82.36 | — | — | — | 71.49 | |
| Patch2026.03 | 82.15 | — | — | — | 72.72 | |
| UniTS2026.03 | 80.95 | — | — | — | 71.29 | |
| DADA2026.03 | 79.53 | — | — | — | 69.91 | |
| TsNetModality=Unimodal (Time series only)2026.03 | 79 | 85.47 | 51.6 | — | — | |
| G4TS2026.03 | 78.3 | — | — | — | 65.15 | |
| iTransModality=Unimodal (Time series only)2026.03 | 76.12 | 79.49 | 27.37 | — | — | |
| TimerModality=Unimodal (Time series only)2026.03 | 75.99 | 89.55 | 51.41 | — | — | |
| HBOS2026.03 | 75.16 | — | — | — | 61.8 | |
| PatchModality=Unimodal (Time series only)2026.03 | 74.65 | 79.52 | 36.18 | — | — | |
| IF2026.03 | 74.45 | — | — | — | 61.1 | |
| UniTSModality=Unimodal (Time series only)2026.03 | 73.93 | 82.24 | 43.32 | — | — | |
| LODA2026.03 | 73.74 | — | — | — | 60.27 | |
| UTimeModality=Unimodal (Time series only)2026.03 | 73.55 | 88.58 | 46.87 | — | — | |
| DADAModality=Unimodal (Time series only)2026.03 | 70.82 | 84.22 | 45.9 | — | — | |
| DulTF2026.03 | 68.77 | — | — | — | 55.45 | |
| G4TSModality=Unimodal (Time series only)2026.03 | 67.81 | 79.56 | 38.23 | — | — | |
| Timer2026.03 | 66.72 | — | — | — | 74.61 | |
| LMixer2026.03 | 65.77 | — | — | — | 49.01 | |
| CALF2026.03 | 65.09 | — | — | — | 48.82 | |
| PCA2026.03 | 63.58 | — | — | — | 51.01 | |
| HBOSModality=Unimodal (Time series only)2026.03 | 61.41 | 64.78 | 52.06 | — | — | |
| IFModality=Unimodal (Time series only)2026.03 | 60.7 | 69.38 | 43.31 | — | — | |
| TranAD2026.03 | 60.64 | — | — | — | 37.02 | |
| LODAModality=Unimodal (Time series only)2026.03 | 59.99 | 60.96 | 51.82 | — | — | |
| DC2026.03 | 52.97 | — | — | — | 41.75 | |
| LMixerModality=Unimodal (Time series only)2026.03 | 52.79 | 71.8 | 15.13 | — | — | |
| A.T.2026.03 | 51.25 | — | — | — | 40.18 | |
| PCAModality=Unimodal (Time series only)2026.03 | 47.51 | 58.11 | 24.19 | — | — | |
| DCModality=Unimodal (Time series only)2026.03 | 43.04 | 61.94 | 8.48 | — | — | |
| A.T.Modality=Unimodal (Time series only)2026.03 | 41.97 | 70.99 | 7.94 | — | — | |
| TranADModality=Unimodal (Time series only)2026.03 | 41.05 | 73.26 | 28.42 | — | — | |
| A.T.2026.03 | — | — | — | 78.53 | — | |
| CALF2026.03 | — | — | — | 87.19 | — | |
| DADA2026.03 | — | — | — | 92.47 | — | |
| DC2026.03 | — | — | — | 72.32 | — | |
| DulTF2026.03 | — | — | — | 86.44 | — | |
| G4TS2026.03 | — | — | — | 74.01 | — | |
| HBOS2026.03 | — | — | — | 95.86 | — | |
| IF2026.03 | — | — | — | 94.54 | — | |
| iTrans2026.03 | — | — | — | 77.97 | — | |
| LMixer2026.03 | — | — | — | 76.27 | — | |
| LODA2026.03 | — | — | — | 95.85 | — | |
| MindTS2026.03 | — | — | — | 91.15 | — | |
| Modern2026.03 | — | — | — | 89.08 | — | |
| Patch2026.03 | — | — | — | 84.37 | — | |
| PCA2026.03 | — | — | — | 82.11 | — | |
| Timer2026.03 | — | — | — | 93.79 | — | |
| TranAD2026.03 | — | — | — | 90.21 | — | |
| TsNet2026.03 | — | — | — | 87.95 | — | |
| UniTS2026.03 | — | — | — | 87.38 | — | |
| UTime2026.03 | — | — | — | 91.9 | — |