Time-Series Anomaly Detection on SWAT (F1, AUROC, AUPR, VUS-ROC, VUS-PR)
0.831AUROC
HBOS
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2024.10 | 0.831 | - | - | - | - | 0.65 | |
2026.04 | 0.823 | 0.695 | 0.542 | 0.757 | 0.506 | - | |
2024.10 | 0.819 | - | - | - | - | 0.708 | |
2026.04 | 0.818 | 0.321 | 0.729 | 0.699 | 0.52 | - | |
2024.10 | 0.817 | - | - | - | - | 0.738 | |
2026.04 | 0.803 | 0.613 | 0.41 | 0.814 | 0.449 | - | |
2024.10 | 0.657 | - | - | - | - | 0.703 | |
2024.10 | 0.567 | - | - | - | - | 0.695 | |
2024.10 | 0.521 | - | - | - | - | 0.736 | |
2024.10 | 0.501 | - | - | - | - | 0.696 | |
2024.10 | 0.5 | - | - | - | - | 0.686 | |
2024.10 | 0.405 | - | - | - | - | 0.696 | |
2024.10 | 0.346 | - | - | - | - | 0.681 | |
2024.10 | 0.345 | - | - | - | - | 0.755 | |
2026.04 | 0.29 | 0.073 | 0.082 | 0.328 | 0.25 | - | |
2026.04 | 0.288 | 0.077 | 0.107 | 0.392 | 0.169 | - | |
2024.10 | 0.288 | - | - | - | - | 0.793 | |
2026.04 | 0.286 | 0.144 | 0.119 | 0.399 | 0.172 | - | |
2026.04 | 0.263 | 0.132 | 0.109 | 0.37 | 0.161 | - | |
2024.10 | 0.244 | - | - | - | - | 0.728 | |
2026.04 | 0.242 | 0.099 | 0.086 | 0.344 | 0.121 | - | |
2024.10 | 0.242 | - | - | - | - | 0.718 | |
2024.10 | 0.242 | - | - | - | - | 0.716 | |
2026.04 | 0.24 | 0.098 | 0.086 | 0.342 | 0.12 | - | |
2026.04 | 0.234 | 0.063 | 0.082 | 0.335 | 0.115 | - | |
2024.10 | 0.231 | - | - | - | - | 0.715 | |
2026.04 | 0.224 | 0.034 | 0.081 | 0.322 | 0.112 | - | |
2026.04 | - | 0.075 | - | - | - | - | |
2025.05 | - | - | - | 0.541 | 0.223 | - | |
2025.05 | - | - | - | 0.625 | 0.469 | - | |
2025.05 | - | - | - | 0.462 | 0.241 | - | |
2025.05 | - | - | - | 0.828 | 0.729 | - | |
2025.05 | - | - | - | 0.758 | 0.779 | - |