Time Series Anomaly Detection on DLR
99AUC-ROCVAN-AD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAN-AD2026.03 | 99 | 70.4 | 99.4 | 69.3 | |
| Modern2026.03 | 96.1 | 28.9 | 95.7 | 20.6 | |
| iTrans2026.03 | 95.1 | 19.4 | 93.3 | 16.9 | |
| DADA2026.03 | 94.8 | 17 | 94 | 19 | |
| CATCH2026.03 | 92.2 | 17.1 | 92.1 | 16.1 | |
| PCA2026.03 | 91.1 | 29.5 | 96 | 32.9 | |
| Timer2026.03 | 90.7 | 23.8 | 93.9 | 35.7 | |
| GPT4TS2026.03 | 90.2 | 10.8 | 89.9 | 9.1 | |
| DualTF2026.03 | 90.2 | 7.2 | 93.9 | 19.8 | |
| CALF2026.03 | 90 | 19.3 | 93 | 17.5 | |
| KNN2026.03 | 88.9 | 7 | 88.5 | 7.2 | |
| CBLOF2026.03 | 88 | 7.5 | 87.4 | 7.1 | |
| CAROTS2026.03 | 74.4 | 3.5 | 78.5 | 4.1 | |
| MtsCID2026.03 | 49.7 | 1.5 | 49.6 | 1.3 | |
| LOF2026.03 | 39.6 | 0.7 | 47.3 | 6 | |
| ContraAD2026.03 | 10.8 | 0.8 | 24.8 | 1 |