ResearchBenchmarksAnomaly Detection on SMAP (F1PA, F1, AUC)Follow85.67F1PAOmniAnomaly58.182865.318972.45579.5911Feb 19, 2026Evaluation ResultsMethodMethodLinksF1PAF1AUCOmniAnomaly2026.0285.6711.718.25AT2026.0285.673.856.08DAGMM2026.0284.3712.0718.78USAD2026.0283.98.7314.34LSTM-AE2026.0283.819.3314.48LSTM-VAE2026.0283.729.1214.21VT-PAT2026.0282.3810.1216.5VT-SAT2026.0282.2610.0116.25FATE2026.0259.2426.7637.07