Multivariate Time Series Anomaly Detection on SMAP
97.32F1 Score
MtsCID
Updated 5d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 97.32 | 95.9 | 98.79 | - | - | - | - | - | - | |
2026.03 | 97.2 | 97 | 97.4 | - | - | - | - | - | - | |
2026.03 | 96.9 | 94.71 | 99.19 | - | - | - | - | - | - | |
2026.03 | 96.69 | 94.13 | 99.4 | - | - | - | - | - | - | |
2026.03 | 96.63 | 94.42 | 98.95 | - | - | - | - | - | - | |
2026.03 | 96.6 | 93.66 | 99.73 | - | - | - | - | - | - | |
2026.03 | 96.31 | 93.59 | 99.19 | - | - | - | - | - | - | |
2024.11 | 94.5 | - | - | - | - | - | - | - | - | |
2026.03 | 94.21 | 92.23 | 96.11 | - | - | - | - | - | - | |
2024.11 | 83.8 | - | - | - | - | - | - | - | - | |
2026.03 | 81.73 | 88.61 | 75.84 | - | - | - | - | - | - | |
2024.11 | 71.18 | - | - | - | - | - | - | - | - | |
2024.11 | 71.12 | - | - | - | - | - | - | - | - | |
2024.11 | 70.76 | - | - | - | - | - | - | - | - | |
2026.05 | 70.04 | 95.63 | 55.26 | - | 88.87 | - | - | - | - | |
2026.05 | 69.95 | 88.86 | 57.74 | - | 89.5 | - | - | - | - | |
2024.11 | 69.92 | - | - | - | - | - | - | - | - | |
2024.11 | 69.5 | - | - | - | - | - | - | - | - | |
2024.11 | 69.26 | - | - | - | - | - | - | - | - | |
2026.05 | 69.08 | 93.43 | 54.96 | - | 84.36 | - | - | - | - | |
2026.03 | 68.51 | 86.45 | 56.73 | - | - | - | - | - | - | |
2026.03 | 68.05 | 95.1 | 52.98 | - | - | - | - | - | - | |
2026.03 | 67.31 | 82.42 | 56.88 | - | - | - | - | - | - | |
2026.03 | 57.6 | 58.93 | 56.33 | - | - | - | - | - | - | |
2026.03 | 56.34 | 53.85 | 59.07 | - | - | - | - | - | - | |
2026.03 | 55.53 | 52.39 | 59.07 | - | - | - | - | - | - | |
2023.08 | 52.92 | 39.44 | 80.4 | - | - | - | - | - | - | |
2023.08 | 51.86 | 37.83 | 82.39 | - | - | - | - | - | - | |
2023.08 | 47.16 | 33.65 | 78.81 | - | - | - | - | - | - | |
2023.08 | 43.7 | 29.65 | 83.03 | - | - | - | - | - | - | |
2023.08 | 40.74 | 26.69 | 86 | - | - | - | - | - | - | |
2026.02 | 40.42 | 28.65 | - | - | 70.2 | - | - | - | - | |
2023.08 | 40.19 | 25.87 | 89.94 | - | - | - | - | - | - | |
2026.02 | 39.66 | 27.45 | - | - | 68.81 | - | - | - | - | |
2023.08 | 37.12 | 23.5 | 88.26 | - | - | - | - | - | - | |
2026.05 | 36 | 24.94 | 64.62 | - | 65.3 | - | - | - | - | |
2026.02 | 34.84 | 21.85 | - | - | 62.15 | - | - | - | - | |
2026.02 | 34.53 | 20.51 | - | - | 62.94 | - | - | - | - | |
2026.02 | 33.51 | 16.41 | - | - | 56.41 | - | - | - | - | |
2023.08 | 32.73 | 20.39 | 82.94 | - | - | - | - | - | - | |
2023.08 | 32.55 | 19.67 | 94.24 | - | - | - | - | - | - | |
2026.02 | 31.89 | 14.98 | - | - | 49.39 | - | - | - | - | |
2026.02 | 30.86 | 15.5 | - | - | 51.33 | - | - | - | - | |
2023.08 | 30.28 | 18.01 | 95.08 | - | - | - | - | - | - | |
2026.05 | 30.2 | 20.58 | 56.69 | - | 57.21 | - | - | - | - | |
2026.02 | 28.75 | 15.74 | - | - | 52.04 | - | - | - | - | |
2026.05 | 28.37 | 17.14 | 82.43 | - | 54.9 | - | - | - | - | |
2023.08 | 27.53 | 16.06 | 96.19 | - | - | - | - | - | - | |
2026.05 | 25.5 | 17.3 | 48.53 | - | 52.43 | - | - | - | - | |
2026.05 | 22.91 | 14.39 | 55.01 | - | 58.26 | - | - | - | - | |
2026.05 | 10.43 | 8.09 | 14.73 | - | 35.88 | - | - | - | - | |
2026.05 | - | - | - | 10.19 | 39.14 | 41.38 | 11.4 | - | - | |
2026.05 | - | - | - | 17.24 | 60.42 | 60.98 | 17.59 | - | - | |
2026.05 | - | - | - | 10.82 | 44.45 | 43.83 | 15.67 | - | - | |
2026.05 | - | - | - | 10.34 | 41.29 | 41.99 | 11.62 | - | - | |
2026.05 | - | - | - | 16.21 | 54.44 | 51.26 | 16.05 | - | - | |
2026.05 | - | - | - | 9.77 | 39.26 | 38.99 | 9.84 | - | - | |
2026.05 | - | - | - | 14.2 | 55.34 | 54.29 | 13.71 | - | - | |
2026.05 | - | - | - | 13.92 | 52.31 | 53.2 | 13.98 | - | - | |
2026.05 | - | - | - | 10.34 | 41.29 | 41.99 | 11.62 | - | - | |
2026.05 | - | - | - | 10.15 | 38.06 | 37.16 | 9.93 | - | - | |
2026.05 | - | - | - | 11.83 | 45.18 | 47.25 | 13.1 | - | - | |
2026.05 | - | - | - | 19.06 | 57.32 | 57.56 | 18.67 | - | - | |
2026.05 | - | - | - | 19.12 | 62.24 | 61.44 | 19.92 | - | - | |
2026.05 | - | - | - | - | - | 41.3 | - | 55 | 10 | |
2026.05 | - | - | - | - | - | 52.8 | - | 62.4 | 2 | |
2026.05 | - | - | - | - | - | 54.6 | - | 61.3 | 3 | |
2026.05 | - | - | - | - | - | 60.8 | - | 57 | 8 | |
2026.05 | - | - | - | - | - | 44.9 | - | 56.8 | 9 | |
2026.05 | - | - | - | - | - | 49.4 | - | 60 | 5 | |
2026.05 | - | - | - | - | - | 46.4 | - | 60 | 5 | |
2026.05 | - | - | - | - | - | 51.4 | - | 60.1 | 4 | |
2026.05 | - | - | - | - | - | 49.1 | - | 58.3 | 7 | |
2026.05 | - | - | - | - | - | 62.3 | - | 67.5 | 1 |