Time Series Anomaly Detection on CalIt2
0.797AUC-ROCVAN-AD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAN-AD2026.03 | 0.797 | 0.108 | 0.953 | 0.414 | |
| iTrans2026.03 | 0.791 | 0.106 | 0.809 | 0.11 | |
| PCA2026.03 | 0.79 | 0.073 | 0.786 | 0.103 | |
| CATCH2026.03 | 0.772 | 0.089 | 0.796 | 0.101 | |
| CBLOF2026.03 | 0.772 | 0.093 | 0.808 | 0.111 | |
| CAROTS2026.03 | 0.767 | 0.188 | 0.903 | 0.375 | |
| DADA2026.03 | 0.759 | 0.09 | 0.796 | 0.096 | |
| Timer2026.03 | 0.739 | 0.079 | 0.785 | 0.096 | |
| GPT4TS2026.03 | 0.731 | 0.082 | 0.766 | 0.087 | |
| Modern2026.03 | 0.691 | 0.063 | 0.74 | 0.079 | |
| CALF2026.03 | 0.614 | 0.052 | 0.668 | 0.06 | |
| MtsCID2026.03 | 0.61 | 0.048 | 0.643 | 0.326 | |
| KNN2026.03 | 0.539 | 0.037 | 0.514 | 0.101 | |
| LOF2026.03 | 0.509 | 0.035 | 0.532 | 0.061 | |
| ContraAD2026.03 | 0.472 | 0.026 | 0.425 | 0.04 | |
| DualTF2026.03 | 0.421 | 0.029 | 0.431 | 0.041 |