Time Series Anomaly Detection on GECCO (AUC & VUS Metrics)
97.8AUC-ROCVAN-AD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAN-AD2026.03 | 97.8 | 61.9 | 99.6 | 72.2 | |
| Timer2026.03 | 95.5 | 48.2 | 93.5 | 30.5 | |
| Modern2026.03 | 95.4 | 43.7 | 97.1 | 43.1 | |
| CATCH2026.03 | 91.2 | 19.8 | 95.3 | 26 | |
| CALF2026.03 | 86.6 | 18.9 | 93 | 23.5 | |
| GPT4TS2026.03 | 83.6 | 16.2 | 90.8 | 25.6 | |
| KNN2026.03 | 81.1 | 17 | 75.6 | 6.8 | |
| LOF2026.03 | 79.6 | 8.6 | 76.7 | 5.8 | |
| iTrans2026.03 | 78 | 8.1 | 85.2 | 10.7 | |
| DADA2026.03 | 77.2 | 26.4 | 70.6 | 4.6 | |
| PCA2026.03 | 71.1 | 23.4 | 59.5 | 4.6 | |
| CBLOF2026.03 | 68.4 | 7.2 | 67.8 | 3.8 | |
| DualTF2026.03 | 61.3 | 6.2 | 64.9 | 4.5 | |
| ContraAD2026.03 | 53.7 | 1.4 | 55.8 | 2 | |
| MtsCID2026.03 | 53.5 | 1.9 | 51.4 | 3.8 | |
| CAROTS2026.03 | 50.7 | 14.7 | 47.7 | 3.8 |