ResearchBenchmarksTime Series Classification on UCR/UEA 142Follow83.6AccuracyLiteMV82.66482.90783.1583.393Mar 14, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreAUCNLLLiteMVTrain Time (s)=18.72,...Train Time (s)=18.72, Test Time (s)=0.0882026.0383.681.293.80.647LiteTrain Time (s)=21.26,...Train Time (s)=21.26, Test Time (s)=0.0592026.0382.880.293.60.675MSNetTrain Time (s)=25.35,...Train Time (s)=25.35, Test Time (s)=0.0882026.0382.879.993.80.615LS-NetTrain Time (s)=11.70,...Train Time (s)=11.70, Test Time (s)=0.0272026.0382.780.193.90.677