Multivariate Time Series Anomaly Detection on SWaT
98.36F1 Score
TFMAE
Updated 1mo ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.03 | 98.36 | 96.77 | 100 | - | - | |
2026.03 | 97.66 | 95.43 | 100 | - | - | |
2026.03 | 96.91 | 94.16 | 99.82 | - | - | |
2026.03 | 96.8 | 93.8 | 100 | - | - | |
2026.03 | 96.53 | 93.29 | 100 | - | - | |
2026.03 | 94.07 | 91.55 | 96.73 | - | - | |
2026.03 | 93.73 | 94.28 | 91.72 | - | - | |
2024.11 | 93.5 | - | - | - | - | |
2024.11 | 93.26 | - | - | - | - | |
2024.11 | 93.19 | - | - | - | - | |
2024.11 | 93 | - | - | - | - | |
2024.11 | 92.74 | - | - | - | - | |
2025.05 | 91.1 | - | - | - | - | |
2026.03 | 90.28 | 94.11 | 86.75 | - | - | |
2025.05 | 88.3 | - | - | - | - | |
2026.05 | 88.24 | 91.32 | 71.72 | - | 93.6 | |
2026.03 | 87.58 | 84.94 | 90.39 | - | - | |
2024.11 | 87.52 | - | - | - | - | |
2025.05 | 87.4 | - | - | - | - | |
2026.05 | 84.27 | 96.29 | 74.99 | - | 91.94 | |
2025.05 | 84.2 | - | - | - | - | |
2025.05 | 83.9 | - | - | - | - | |
2026.05 | 83.57 | 98.15 | 72.89 | - | 91.78 | |
2025.05 | 83.3 | - | - | - | - | |
2026.05 | 83.11 | 98.63 | 71.79 | - | 87.35 | |
2024.11 | 83.1 | - | - | - | - | |
2026.03 | 83.04 | 83.09 | 83 | - | - | |
2025.05 | 82.3 | - | - | - | - | |
2025.05 | 82 | - | - | - | - | |
2024.11 | 81.43 | - | - | - | - | |
2026.05 | 81.17 | 93.97 | 71.38 | - | 88.75 | |
2025.05 | 81 | - | - | - | - | |
2025.05 | 79.2 | - | - | - | - | |
2025.05 | 79.1 | - | - | - | - | |
2025.05 | 78.9 | - | - | - | - | |
2026.06 | 78.83 | - | - | 72.49 | 82.54 | |
2025.05 | 78.4 | - | - | - | - | |
2025.05 | 78.2 | - | - | - | - | |
2025.05 | 77.7 | - | - | - | - | |
2026.05 | 77.63 | 97.94 | 64.3 | - | 82.41 | |
2025.05 | 77.6 | - | - | - | - | |
2026.06 | 77.45 | - | - | 72.65 | 82.76 | |
2025.05 | 77 | - | - | - | - | |
2026.06 | 76.81 | - | - | 73.38 | 82.85 | |
2025.05 | 76.5 | - | - | - | - | |
2026.06 | 76.5 | - | - | 74.43 | 83.91 | |
2023.08 | 76.28 | 90.68 | 65.82 | 71.3 | - | |
2026.06 | 76.08 | - | - | 72.67 | 82.82 | |
2026.06 | 76.07 | - | - | 73.34 | 82.99 | |
2026.06 | 76.07 | - | - | 73.29 | 83.07 | |
2025.05 | 75.7 | - | - | - | - | |
2026.06 | 75.3 | - | - | 72.01 | 82.94 | |
2026.06 | 75.22 | - | - | 76.59 | 87.04 | |
2026.04 | 75.2 | - | - | 77.9 | 88.9 | |
2025.05 | 75 | - | - | - | - | |
2026.06 | 74.86 | - | - | 70.8 | 82.26 | |
2026.06 | 74.86 | - | - | 70.8 | 82.26 | |
2026.03 | 74.73 | 82.52 | 68.29 | - | - | |
2026.06 | 74.49 | - | - | 73.76 | 84.93 | |
2026.04 | 73.8 | - | - | 78 | 89 | |
2023.08 | 73.76 | 97.11 | 59.46 | 68.1 | - | |
2023.08 | 72.37 | 97.07 | 57.69 | 68.5 | - | |
2023.08 | 72.09 | 98.86 | 56.73 | 68.1 | - | |
2026.04 | 71.1 | - | - | 77.1 | 89.1 | |
2026.03 | 70.4 | 89.92 | 57.84 | - | - | |
2026.04 | 70 | - | - | 77.1 | 89.1 | |
2026.03 | 68.62 | 72.15 | 65.43 | - | - | |
2026.05 | 67.55 | 64.03 | 71.42 | - | 85.56 | |
2025.05 | 66.9 | - | - | - | - | |
2023.08 | 63.8 | 54.53 | 76.88 | 53.7 | - | |
2026.04 | 63.6 | - | - | 77.2 | 89.1 | |
2026.04 | 62.4 | - | - | 78.1 | 88.8 | |
2026.06 | 59.54 | - | - | 50.85 | 78.3 | |
2026.05 | 49.03 | 45.24 | 53.5 | - | 84.46 | |
2026.03 | 47.23 | 45.39 | 49.22 | - | - | |
2026.03 | 47.02 | 49.29 | 44.95 | - | - | |
2025.05 | 45.9 | - | - | - | - | |
2025.05 | 45.3 | - | - | - | - | |
2026.02 | 42.24 | 37.58 | - | - | 84.77 | |
2026.02 | 41.86 | 34.58 | - | - | 83.9 | |
2026.02 | 36.33 | 33.32 | - | - | 80.79 | |
2026.05 | 36.29 | 40.16 | 33.12 | - | 62.25 | |
2026.02 | 32.16 | 22.35 | - | - | 79.74 | |
2026.02 | 32.16 | 23.1 | - | - | 73.32 | |
2023.08 | 31.03 | 19.27 | 79.65 | 19.2 | - | |
2026.04 | 29.1 | - | - | 71.9 | 82.7 | |
2026.04 | 29.1 | - | - | 71.9 | 82.7 | |
2026.04 | 28.7 | - | - | 71.9 | 82.7 | |
2026.06 | 27.75 | - | - | 13.58 | 46.79 | |
2023.08 | 26.11 | 15.35 | 87.42 | 13.6 | - | |
2025.05 | 26 | - | - | - | - | |
2026.06 | 25.31 | - | - | 15.63 | 48.2 | |
2026.02 | 24.44 | 18.98 | - | - | 68.93 | |
2023.08 | 24.23 | 13.87 | 95.85 | 9.5 | - | |
2025.05 | 22 | - | - | - | - | |
2023.08 | 21.66 | 12.14 | 99.99 | 12.6 | - | |
2023.08 | 21.66 | 12.14 | 100 | 8.3 | - | |
2023.08 | 21.66 | 12.9 | 99.97 | 12.9 | - | |
2026.06 | 21.38 | - | - | 8.72 | 24.45 | |
2026.02 | 21.27 | 11.27 | - | - | 71.79 |
Showing 100 of 102 rows