Time Series Anomaly Detection on GECCO (Aff-F1, AUC-ROC)
90.8Affiliated F1 ScoreCATCH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 90.8 | 97 | |
| Patch2024.10 | 90.6 | 94.9 | |
| TsNet2024.10 | 89.4 | 95.4 | |
| Modern2024.10 | 89.3 | 95.2 | |
| DLin2024.10 | 89.3 | 94.7 | |
| NLin2024.10 | 88.2 | 93.6 | |
| iTrans2024.10 | 83.9 | 79.5 | |
| AE2024.10 | 82.3 | 76.9 | |
| PCA2024.10 | 78.5 | 71.1 | |
| ATrans2024.10 | 78.2 | 51.6 | |
| HBOS2024.10 | 70.8 | 55.7 | |
| DualTF2024.10 | 70.1 | 71.4 | |
| DC2024.10 | 68.7 | 55.5 | |
| Ocsvm2024.10 | 66.6 | 80.4 | |
| TFAD2024.10 | 62.7 | 49.9 | |
| IF2024.10 | 42.4 | 61.9 |