Time-Series Anomaly Detection on SWAT (A-P, R-A-P, V-PR)
0.738A-P (AUC-PR)HBOS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HBOS2024.10 | 0.738 | 0.586 | 0.561 | |
| PCA2024.10 | 0.726 | 0.533 | 0.504 | |
| AE2024.10 | 0.713 | 0.446 | 0.434 | |
| Ocsvm2024.10 | 0.17 | 0.535 | 0.523 | |
| CATCH2024.10 | 0.166 | 0.251 | 0.241 | |
| DualTF2024.10 | 0.143 | 0.172 | 0.171 | |
| DLin2024.10 | 0.131 | 0.17 | 0.167 | |
| TFAD2024.10 | 0.123 | 0.165 | 0.164 | |
| ATrans2024.10 | 0.121 | 0.111 | 0.109 | |
| DC2024.10 | 0.121 | 0.154 | 0.153 | |
| TsNet2024.10 | 0.107 | 0.178 | 0.169 | |
| Modern2024.10 | 0.093 | 0.138 | 0.132 | |
| IF2024.10 | 0.093 | 0.133 | 0.129 | |
| Patch2024.10 | 0.085 | 0.125 | 0.121 | |
| iTrans2024.10 | 0.084 | 0.122 | 0.118 | |
| NLin2024.10 | 0.081 | 0.113 | 0.111 |