Anomaly Detection on Environment (A-R, R-A-R, V-ROC)
96.33A-R (AUC-ROC)MindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTS2026.03 | 96.33 | 94.04 | 93.78 | |
| Timer2026.03 | 95.36 | 92.37 | 92.1 | |
| UniTS2026.03 | 95.19 | 92.55 | 92.03 | |
| UTime2026.03 | 95.13 | 92.16 | 91.77 | |
| Patch2026.03 | 94.17 | 91.12 | 90.86 | |
| Modern2026.03 | 93.53 | 90.25 | 89.78 | |
| LMixer2026.03 | 92.99 | 87.83 | 89.75 | |
| TsNet2026.03 | 91.84 | 87.56 | 87.97 | |
| iTrans2026.03 | 82.35 | 70.98 | 73.81 | |
| G4TS2026.03 | 75.79 | 63.1 | 66.79 | |
| DADA2026.03 | 70.33 | 87.27 | 54.37 | |
| A.T.2026.03 | 61.88 | 51.42 | 51.98 | |
| CALF2026.03 | 59.54 | 44.91 | 57.35 | |
| LODA2026.03 | 58.44 | 50.54 | 50.69 | |
| HBOS2026.03 | 56.42 | 50.79 | 51.03 | |
| DC2026.03 | 54.98 | 39.34 | 41.28 | |
| IF2026.03 | 52.37 | 45.96 | 46.2 | |
| PCA2026.03 | 48.6 | 35.71 | 37.08 | |
| DulTF2026.03 | 46.64 | 31.84 | 6.3 | |
| TranAD2026.03 | 26.32 | 9.85 | 14.2 |