Time-Series Anomaly Detection on Trend 4.8 (AUC-PR Metrics)
61.5A-P (AUC-PR)IF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IF2024.10 | 61.5 | 58.9 | 58.8 | — | — | — | |
| CATCH2024.10 | 37.7 | 53.8 | 51.6 | — | — | — | |
| TsNet2024.10 | 27.4 | 40 | 38.9 | — | — | — | |
| iTrans2024.10 | 25.4 | 36.8 | 36 | — | — | — | |
| Patch2024.10 | 22.8 | 38.5 | 37.5 | — | — | — | |
| Modern2024.10 | 21.5 | 34.3 | 32.9 | — | — | — | |
| DLin2024.10 | 15.5 | 24.1 | 23.7 | — | — | — | |
| NLin2024.10 | 13.3 | 22.3 | 21.6 | — | — | — | |
| DC2024.10 | 6.3 | 9.3 | 9.2 | — | — | — | |
| DualTF2024.10 | 6.2 | 9.3 | 9.2 | — | — | — | |
| TFAD2024.10 | 5.8 | 9.1 | 9.1 | — | — | — | |
| AE2024.10 | 5.6 | 9 | 8.9 | — | — | — | |
| PCA2024.10 | 5.4 | 9.2 | 9.1 | — | — | — | |
| HBOS2024.10 | 5.4 | 23.9 | 23.3 | — | — | — | |
| ATrans2024.10 | 4.8 | 9.2 | 9.7 | — | — | — | |
| Ocsvm2024.10 | 4.4 | 33 | 31.8 | — | — | — | |
| AE2024.10 | — | — | — | 0.477 | 0.465 | 0.449 | |
| ATrans2024.10 | — | — | — | 0.502 | 0.502 | 0.504 | |
| CATCH2024.10 | — | — | — | 0.944 | 0.956 | 0.953 | |
| DC2024.10 | — | — | — | 0.53 | 0.503 | 0.506 | |
| DLin2024.10 | — | — | — | 0.733 | 0.838 | 0.818 | |
| DualTF2024.10 | — | — | — | 0.561 | 0.62 | 0.617 | |
| HBOS2024.10 | — | — | — | 0.532 | 0.596 | 0.582 | |
| IF2024.10 | — | — | — | 0.943 | 0.906 | 0.91 | |
| iTrans2024.10 | — | — | — | 0.881 | 0.92 | 0.915 | |
| Modern2024.10 | — | — | — | 0.705 | 0.876 | 0.843 | |
| NLin2024.10 | — | — | — | 0.719 | 0.833 | 0.811 | |
| Ocsvm2024.10 | — | — | — | 0.463 | 0.473 | 0.458 | |
| Patch2024.10 | — | — | — | 0.868 | 0.929 | 0.92 | |
| PCA2024.10 | — | — | — | 0.525 | 0.471 | 0.46 | |
| TFAD2024.10 | — | — | — | 0.502 | 0.521 | 0.519 | |
| TsNet2024.10 | — | — | — | 0.877 | 0.924 | 0.917 |