ResearchBenchmarksTime-Series Classification on MarmAudioTime-Series Classification on MarmAudioFollow94.7AccuracySTEP48.9460.8272.784.58Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreSTEPtrained from scratch=truetrained from scratch=true2026.0394.794.6Moiraitrained from scratch=truetrained from scratch=true2026.0385.185.2PatchTSTtrained from scratch=truetrained from scratch=true2026.0367.262.6Informertrained from scratch=truetrained from scratch=true2026.0351.845.3TimeMoEtrained from scratch=truetrained from scratch=true2026.0350.750.6