Anomaly Detection on SWaT
99.89F1 Score
KAN
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 99.89 | 99.89 | 99.9 | - | 99.97 | - | - | - | - | - | - | - | |
2026.03 | 99.53 | 99.42 | 99.64 | - | 99.94 | - | - | - | - | - | - | - | |
2026.05 | 99.02 | 98.31 | 99.75 | - | - | - | - | - | - | - | - | - | |
2023.07 | 98.9 | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 98.9 | 97.84 | 100 | - | 99.42 | - | - | - | - | - | - | - | |
2025.01 | 98.02 | 96.28 | 99.82 | - | - | - | - | - | - | - | - | - | |
2026.05 | 98 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 97 | - | - | - | 98 | - | - | - | - | - | - | - | |
2025.01 | 96.91 | 94.16 | 99.82 | - | - | - | - | - | - | - | - | - | |
2025.09 | 96.82 | 93.84 | 100 | - | - | - | - | - | - | - | - | - | |
2025.02 | 96.5 | 93.33 | 100 | - | - | - | - | - | - | - | - | - | |
2025.01 | 96.45 | 96.93 | 95.98 | - | - | - | - | - | - | - | - | - | |
2025.02 | 96.42 | 93.12 | 99.96 | - | - | - | - | - | - | - | - | - | |
2025.02 | 96.41 | 93.59 | 99.41 | - | - | - | - | - | - | - | - | - | |
2025.09 | 96.33 | 93.11 | 99.77 | - | - | - | - | - | - | - | - | - | |
2025.01 | 96.33 | 93.11 | 99.77 | - | - | - | - | - | - | - | - | - | |
2026.05 | 96 | - | - | - | 95 | - | - | - | - | - | - | - | |
2023.12 | 95.83 | 94.18 | 97.54 | - | - | - | - | - | - | - | - | - | |
2025.01 | 95.83 | 94.18 | 97.54 | - | - | - | - | - | - | - | - | - | |
2026.03 | 95.45 | 98.9 | 92.24 | - | 99.49 | - | - | - | - | - | - | - | |
2025.08 | 95.4 | - | - | - | - | - | - | - | - | - | - | - | |
2025.02 | 95.33 | 93.33 | 98.32 | - | - | - | - | - | - | - | - | - | |
2025.02 | 94.78 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 94.64 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 94.55 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 94.27 | - | - | - | - | - | - | - | - | - | - | - | |
2023.02 | 94.23 | - | - | - | - | - | - | - | - | - | - | - | |
2025.02 | 94.23 | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 94.23 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 94.23 | 92.2 | 96.34 | - | - | - | - | - | - | - | - | - | |
2025.09 | 94.22 | 89.1 | 99.28 | - | - | - | - | - | - | - | - | - | |
2025.01 | 94.22 | 89.1 | 99.28 | - | - | - | - | - | - | - | - | - | |
2025.12 | 94.2 | 92.2 | 96.3 | - | - | - | - | - | - | - | - | - | |
2026.03 | 94.2 | 96.7 | 91.8 | - | - | - | - | - | - | - | - | - | |
2023.07 | 94.07 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 94.01 | 92.18 | 95.93 | - | - | 86.69 | - | - | - | - | - | - | |
2026.03 | 94.01 | 92.18 | 95.93 | - | - | - | - | - | - | - | - | - | |
2026.05 | 94 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.94 | 91.76 | 95.29 | - | - | - | - | - | - | - | - | - | |
2024.06 | 93.86 | 91.83 | 95.98 | - | - | 86.62 | - | - | - | - | - | - | |
2026.03 | 93.86 | 91.83 | 95.98 | - | - | - | - | - | - | - | - | - | |
2025.08 | 93.86 | - | - | - | - | - | - | - | - | - | - | - | |
2025.01 | 93.86 | 91.83 | 95.98 | - | - | - | - | - | - | - | - | - | |
2025.02 | 93.85 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 93.8 | 91.8 | 95.9 | - | - | - | - | - | - | - | - | - | |
2025.12 | 93.8 | 92 | 95.6 | - | - | - | - | - | - | - | - | - | |
2025.12 | 93.7 | 91.2 | 96.3 | - | - | - | - | - | - | - | - | - | |
2025.12 | 93.6 | 99.3 | 72.3 | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.59 | 98.85 | 91.42 | - | - | - | - | - | - | - | - | - | |
2023.07 | 93.33 | - | - | - | - | - | - | - | - | - | - | - | |
2023.02 | 93.33 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 93.33 | 91.98 | 94.72 | - | - | 84.23 | - | - | - | - | - | - | |
2026.03 | 93.33 | 91.98 | 94.72 | - | - | - | - | - | - | - | - | - | |
2025.08 | 93.33 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.33 | 91.98 | 94.72 | - | - | - | - | - | - | - | - | - | |
2026.05 | 93.33 | - | - | - | - | - | - | - | - | - | - | - | |
2023.02 | 93.19 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 93.19 | 90.17 | 96.42 | - | - | 84.97 | - | - | - | - | - | - | |
2026.03 | 93.19 | 90.17 | 96.42 | - | - | - | - | - | - | - | - | - | |
2025.02 | 93.19 | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 93.19 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.19 | 90.17 | 96.42 | - | - | - | - | - | - | - | - | - | |
2026.05 | 93.19 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 93.14 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 93.1 | 90.1 | 96.4 | - | - | - | - | - | - | - | - | - | |
2023.02 | 93.02 | - | - | - | - | - | - | - | - | - | - | - | |
2025.02 | 93.02 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 93.02 | 90.75 | 95.4 | - | - | - | - | - | - | - | - | - | |
2026.02 | 92.74 | - | - | - | - | - | - | - | - | - | - | - | |
2023.02 | 92.74 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.74 | 89.85 | 95.81 | - | - | 84.26 | - | - | - | - | - | - | |
2026.03 | 92.74 | 89.85 | 95.81 | - | - | - | - | - | - | - | - | - | |
2025.02 | 92.74 | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 92.74 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.74 | 89.85 | 95.81 | - | - | - | - | - | - | - | - | - | |
2026.05 | 92.74 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 92.7 | 89.8 | 95.8 | - | - | - | - | - | - | - | - | - | |
2026.05 | 92.6 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.5 | 96.1 | 89.1 | - | - | - | - | - | - | - | - | - | |
2023.12 | 92.39 | 85.85 | 100 | - | - | - | - | - | - | - | - | - | |
2025.12 | 92.37 | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 92.2 | 92 | 92.4 | - | - | - | - | - | - | - | - | - | |
2024.06 | 92.1 | 88.31 | 96.24 | - | - | 85.49 | - | - | - | - | - | - | |
2026.03 | 92.1 | 88.31 | 96.24 | - | - | - | - | - | - | - | - | - | |
2025.08 | 91.9 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 91.78 | - | - | - | - | - | - | - | - | - | - | - | |
2023.02 | 91.78 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 91.78 | 87.92 | 96 | - | - | 82.57 | - | - | - | - | - | - | |
2026.03 | 91.78 | 87.92 | 96 | - | - | - | - | - | - | - | - | - | |
2025.08 | 91.78 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 91.78 | - | - | - | - | - | - | - | - | - | - | - | |
2023.07 | 91.74 | - | - | - | - | - | - | - | - | - | - | - | |
2024.06 | 91.74 | 86.76 | 97.32 | - | - | 86.34 | - | - | - | - | - | - | |
2026.03 | 91.74 | 86.76 | 97.32 | - | - | - | - | - | - | - | - | - | |
2025.08 | 91.74 | - | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 91.74 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 91.7 | 87.9 | 96 | - | - | - | - | - | - | - | - | - | |
2025.12 | 91.7 | 86.7 | 97.3 | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.4 | 95.7 | 87.4 | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.34 | 94.83 | 88.1 | - | - | - | - | - | - | - | - | - |
Showing 100 of 387 rows