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Multivariate Time Series Anomaly Detection on SWaT

98.36F1 Score

TFMAE

14.48436.259558.03579.8105Aug 18, 2023Jan 24, 2024Jul 2, 2024Dec 9, 2024May 17, 2025Oct 24, 2025Apr 2, 2026
Updated 5d ago

Evaluation Results

MethodLinks
2026.03
98.3696.77100--
2026.03
97.6695.43100--
2026.03
96.9194.1699.82--
2026.03
96.893.8100--
2026.03
96.5393.29100--
2026.03
94.0791.5596.73--
2026.03
93.7394.2891.72--
2026.03
90.2894.1186.75--
2026.03
87.5884.9490.39--
2026.03
83.0483.0983--
2023.08
76.2890.6865.8271.3-
2026.04
75.2--77.988.9
2026.03
74.7382.5268.29--
2026.04
73.8--7889
2023.08
73.7697.1159.4668.1-
2023.08
72.3797.0757.6968.5-
2023.08
72.0998.8656.7368.1-
2026.04
71.1--77.189.1
2026.03
70.489.9257.84--
2026.04
70--77.189.1
2026.03
68.6272.1565.43--
2023.08
63.854.5376.8853.7-
2026.04
63.6--77.289.1
2026.04
62.4--78.188.8
2026.03
47.2345.3949.22--
2026.03
47.0249.2944.95--
2026.02
42.2437.58--84.77
2026.02
41.8634.58--83.9
2026.02
36.3333.32--80.79
2026.02
32.1622.35--79.74
2026.02
32.1623.1--73.32
2023.08
31.0319.2779.6519.2-
2026.04
29.1--71.982.7
2026.04
29.1--71.982.7
2026.04
28.7--71.982.7
2023.08
26.1115.3587.4213.6-
2026.02
24.4418.98--68.93
2023.08
24.2313.8795.859.5-
2023.08
21.6612.1499.9912.6-
2023.08
21.6612.141008.3-
2023.08
21.6612.999.9712.9-
2026.02
21.2711.27--71.79
2026.02
17.719.26--66.59