Anomaly Detection on ASD
32.8R-R ScoreTsNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TsNet2024.10 | 32.8 | — | — | — | — | — | 21.8 | 23.7 | |
| PCA2024.10 | 31.2 | — | — | — | — | — | 10.6 | 14.6 | |
| CATCH2024.10 | 30.3 | — | — | — | — | — | 21.2 | 21.9 | |
| iTrans2024.10 | 29.1 | — | — | — | — | — | 16.5 | 17.6 | |
| Patch2024.10 | 26.5 | — | — | — | — | — | 18.2 | 18.5 | |
| Modern2024.10 | 25.5 | — | — | — | — | — | 18.5 | 19.2 | |
| DLin2024.10 | 23.2 | — | — | — | — | — | 23.2 | 20.7 | |
| HBOS2024.10 | 21.7 | — | — | — | — | — | 8.4 | 11.1 | |
| NLin2024.10 | 21.5 | — | — | — | — | — | 18.1 | 17.9 | |
| IF2024.10 | 19.6 | — | — | — | — | — | 45.5 | 26.6 | |
| AE2024.10 | 17.4 | — | — | — | — | — | 22.2 | 18.5 | |
| Ocsvm2024.10 | 16.6 | — | — | — | — | — | 8.7 | 10.2 | |
| DualTF2024.10 | 14.5 | — | — | — | — | — | 16.5 | 9.8 | |
| DC2024.10 | 11.6 | — | — | — | — | — | 7 | 8.3 | |
| ATrans2024.10 | 9.7 | — | — | — | — | — | 8.1 | 8.4 | |
| TFAD2024.10 | 6.2 | — | — | — | — | — | 7.7 | 6.6 | |
| AnomalyTrans2025.01 | — | 84.76 | 93.52 | 87.29 | 93.21 | 87.06 | — | — | |
| DCdetector2025.01 | — | 95.66 | 88.28 | 84.49 | 90.57 | 88.16 | — | — | |
| GDformer2025.01 | — | 98.5 | 94.21 | 93.28 | 95.19 | 91 | — | — | |
| MEMTO2025.01 | — | 95.38 | 94.03 | 90.78 | 94.26 | 90.96 | — | — | |
| ModernTCN2025.01 | — | 92.77 | 95.12 | 90.8 | 94.05 | 90.77 | — | — | |
| MtsCID2025.01 | — | 95.44 | 94 | 90.9 | 89.7 | 88.24 | — | — | |
| SensitiveHUE2025.01 | — | 85.62 | 93.69 | 84.05 | 93.78 | 84.07 | — | — |