ResearchBenchmarksTime-Series Classification on LEAVESTime-Series Classification on LEAVESFollow92.2AccuracySTEP74.31278.95683.688.244Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreSTEPtrained from scratch=truetrained from scratch=true2026.0392.291.2PatchTSTtrained from scratch=truetrained from scratch=true2026.0386.172.9TimeMoEtrained from scratch=truetrained from scratch=true2026.038272.7Moiraitrained from scratch=truetrained from scratch=true2026.0379.357.8Informertrained from scratch=truetrained from scratch=true2026.037574.7