Anomaly Detection on EWJ (A-R, R-A-R, V-ROC)
87.95A-R (AUC-ROC)MindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTS2026.03 | 87.95 | 83.19 | 84.12 | |
| Modern2026.03 | 87.82 | 83.72 | 83.88 | |
| TsNet2026.03 | 82.39 | 74.22 | 75.76 | |
| UniTS2026.03 | 79.87 | 71.32 | 73.91 | |
| DADA2026.03 | 79.11 | 68.44 | 71.79 | |
| Patch2026.03 | 78.53 | 69.26 | 71.56 | |
| UTime2026.03 | 77.71 | 67.15 | 64.49 | |
| iTrans2026.03 | 76.37 | 68.29 | 72.16 | |
| Timer2026.03 | 76.15 | 64.71 | 75.99 | |
| G4TS2026.03 | 75.58 | 64.86 | 67.95 | |
| DulTF2026.03 | 74.12 | 60.49 | 64.31 | |
| HBOS2026.03 | 71.82 | 61.02 | 62.07 | |
| LODA2026.03 | 71.4 | 60.6 | 61.65 | |
| IF2026.03 | 69.2 | 57.94 | 59.24 | |
| CALF2026.03 | 67.7 | 55.57 | 59.03 | |
| TranAD2026.03 | 60.35 | 44.11 | 49.6 | |
| LMixer2026.03 | 57.69 | 41.75 | 46.8 | |
| PCA2026.03 | 54.35 | 43.78 | 45.26 | |
| DC2026.03 | 53.4 | 45.69 | 47.1 | |
| A.T.2026.03 | 43.81 | 27.5 | 31.75 |