ResearchBenchmarksTime-Series Classification on STEADTime-Series Classification on STEADFollow99.6AccuracyMoirai73.49680.27387.0593.827Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreMoiraitrained from scratch=truetrained from scratch=true2026.0399.699.6STEPtrained from scratch=truetrained from scratch=true2026.039999TimeMoEtrained from scratch=truetrained from scratch=true2026.0392.892.7PatchTSTtrained from scratch=truetrained from scratch=true2026.0383.783.3Informertrained from scratch=truetrained from scratch=true2026.0374.574.7