ResearchBenchmarksBinary Time-series Classification on UCR ToeSegmentation2Follow98.8AccuracySoftShape76.23282.09187.9593.809Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0498.8IncTime2026.0496.4CHIEF2026.0496.3FCN-LSTM2026.0496.2HC22026.0496COTE2026.0495.2OS-CNN2026.0494.6ROCKET2026.0493.3TimesNet2026.0483.2GPT4TS2026.0481.4VTBenchConfiguration=DefaultConfiguration=Default2026.0480VTBenchConfiguration=BestConfiguration=Best2026.0477.1