ResearchBenchmarksTime-Series Classification on GWOSCTime-Series Classification on GWOSCFollow97.3AccuracySTEP57.15667.5787888.422Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreSTEPtrained from scratch=truetrained from scratch=true2026.0397.397.4Moiraitrained from scratch=truetrained from scratch=true2026.038080TimeMoEtrained from scratch=truetrained from scratch=true2026.0378.777.8PatchTSTtrained from scratch=truetrained from scratch=true2026.0374.872.5Informertrained from scratch=truetrained from scratch=true2026.0358.750.3