Time-series Anomaly Detection on ASD (A-R, R-A-R, V-ROC)
82.4A-R ScoreCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 82.4 | 86.1 | 85.3 | |
| TsNet2024.10 | 80.5 | 83.5 | 83.1 | |
| Patch2024.10 | 76 | 81.3 | 80.6 | |
| iTrans2024.10 | 75.9 | 81.2 | 80.4 | |
| DLin2024.10 | 73.9 | 79.3 | 78.4 | |
| AE2024.10 | 70.4 | 75.3 | 74.5 | |
| Modern2024.10 | 69.2 | 74.6 | 73.9 | |
| NLin2024.10 | 69 | 74.1 | 73.5 | |
| PCA2024.10 | 65.6 | 68.2 | 67.4 | |
| IF2024.10 | 61.8 | 69.4 | 68.5 | |
| HBOS2024.10 | 60.3 | 62.4 | 61.9 | |
| Ocsvm2024.10 | 58.8 | 61.2 | 60.8 | |
| DualTF2024.10 | 57.9 | 62.4 | 61.1 | |
| DC2024.10 | 52 | 51.5 | 51.6 | |
| ATrans2024.10 | 50.6 | 50.8 | 50.7 | |
| TFAD2024.10 | 50.2 | 50.6 | 50.6 |