Anomaly Detection on Energy (AUC-ROC Metrics)
81.26A-R (AUC-ROC)MindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTS2026.03 | 81.26 | 75.51 | 74.44 | |
| TsNet2026.03 | 71.36 | 61.56 | 59.47 | |
| Modern2026.03 | 70.8 | 65.34 | 65.05 | |
| TranAD2026.03 | 67.01 | 56.65 | 56.37 | |
| Patch2026.03 | 66.7 | 61.39 | 58.31 | |
| G4TS2026.03 | 66.54 | 53.54 | 53.1 | |
| iTrans2026.03 | 65.6 | 64.25 | 63.06 | |
| UTime2026.03 | 64.17 | 51.01 | 49.97 | |
| UniTS2026.03 | 63.38 | 52.12 | 51.15 | |
| DADA2026.03 | 62.33 | 55.78 | 54.37 | |
| CALF2026.03 | 61.56 | 59.26 | 57.35 | |
| LMixer2026.03 | 61.31 | 55.25 | 53.04 | |
| PCA2026.03 | 61.14 | 52.64 | 53.07 | |
| HBOS2026.03 | 60.8 | 51.06 | 51.5 | |
| Timer2026.03 | 60.54 | 46.82 | 46.03 | |
| IF2026.03 | 60.32 | 52.64 | 53.61 | |
| LODA2026.03 | 59.54 | 56.22 | 55.9 | |
| DulTF2026.03 | 49.9 | 38 | 38.36 | |
| DC2026.03 | 48.75 | 45.39 | 45.93 | |
| A.T.2026.03 | 38.68 | 31.52 | 31.56 |