ResearchBenchmarksEarly Detection on SMAP (P, R, F1)Follow38.21PrecisionFATE7.831615.718323.60531.4917Feb 19, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreFATE2026.0238.2164.6448.03DAGMM2026.0216.3214.6715.45OmniAnomaly2026.0215.513.8914.65VT-SAT2026.0214.5412.1513.24USAD2026.0213.713.3113.5LSTM-VAE2026.0213.2912.8613.07LSTM-AE2026.0213.2813.3613.32VT-PAT2026.0213.2710.811.91AT2026.0291.913.15