ResearchBenchmarksTime-Series Classification on SleepEDFTime-Series Classification on SleepEDFFollow79.5AccuracyPatchTST68.89271.64674.477.154Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScorePatchTSTtrained from scratch=truetrained from scratch=true2026.0379.567.7STEPtrained from scratch=truetrained from scratch=true2026.0378.276.3Informertrained from scratch=truetrained from scratch=true2026.037461.5Moiraitrained from scratch=truetrained from scratch=true2026.0373.766.2TimeMoEtrained from scratch=truetrained from scratch=true2026.0369.357.1