ResearchBenchmarksEarly Detection on SMDFollow44.77PrecisionOmniAnomaly4.438814.909425.3835.8506Feb 19, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreOmniAnomaly2026.0244.7736.7340.35DAGMM2026.0244.6436.6140.23LSTM-VAE2026.0243.4937.0340LSTM-AE2026.0243.4437.2940.13USAD2026.0242.8137.3939.92VT-SAT2026.0240.3939.5739.98VT-PAT2026.0239.2739.0139.14FATE2026.0237.2155.644.58AT2026.025.994.475.12