Anomaly Detection on Weather (A-R, R-A-R, V-ROC)
85.51A-R (AUC-ROC)TranAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TranAD2026.03 | 85.51 | 79.38 | 78.75 | |
| MindTS2026.03 | 84.06 | 83.8 | 82.64 | |
| Patch2026.03 | 82.02 | 80.47 | 79.97 | |
| UniTS2026.03 | 81.22 | 75.55 | 75.08 | |
| TsNet2026.03 | 81.1 | 83.11 | 82.3 | |
| UTime2026.03 | 81.09 | 79.32 | 78.45 | |
| Timer2026.03 | 80.86 | 73.73 | 73.22 | |
| Modern2026.03 | 80.66 | 82.36 | 81.14 | |
| LMixer2026.03 | 79.6 | 72.54 | 71.71 | |
| G4TS2026.03 | 74.47 | 71.43 | 70.03 | |
| CALF2026.03 | 70.48 | 64.67 | 63.63 | |
| LODA2026.03 | 69.67 | 56.88 | 57 | |
| IF2026.03 | 67.81 | 56.69 | 56.45 | |
| PCA2026.03 | 67.17 | 57.8 | 57.38 | |
| DADA2026.03 | 66.37 | 61.95 | 61.03 | |
| DulTF2026.03 | 64.49 | 28.95 | 57.84 | |
| HBOS2026.03 | 64.47 | 54.12 | 54.16 | |
| DC2026.03 | 47.9 | 45.41 | 45.56 | |
| A.T.2026.03 | 47.11 | 43.11 | 45.02 | |
| iTrans2026.03 | 41.22 | 74.45 | 73.37 |