Time Series Anomaly Detection on NYC
85.7AUC-ROCVAN-AD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAN-AD2026.03 | 85.7 | 9.2 | 87.3 | 31.8 | |
| DualTF2026.03 | 72.3 | 4.5 | 73.9 | 5.9 | |
| Modern2026.03 | 69.6 | 4.6 | 71.6 | 6 | |
| PCA2026.03 | 66.6 | 4.2 | 73 | 7.2 | |
| Timer2026.03 | 66.1 | 3.4 | 70.4 | 5.4 | |
| DADA2026.03 | 65.9 | 3.5 | 68.9 | 5.1 | |
| iTrans2026.03 | 59.4 | 3 | 66.3 | 4.8 | |
| CBLOF2026.03 | 52.8 | 2.4 | 64.1 | 5.2 | |
| CAROTS2026.03 | 51.9 | 2.6 | 62.2 | 3.9 | |
| MtsCID2026.03 | 51.5 | 2.3 | 53 | 4.3 | |
| GPT4TS2026.03 | 49.5 | 2.7 | 62.8 | 5.2 | |
| CATCH2026.03 | 46.9 | 2.1 | 59.3 | 4 | |
| KNN2026.03 | 46.6 | 2 | 60.8 | 5.1 | |
| LOF2026.03 | 46.4 | 2 | 58.1 | 4.9 | |
| CALF2026.03 | 45.7 | 2 | 57.3 | 4.2 | |
| ContraAD2026.03 | 44.3 | 2 | 58 | 3.8 |