ResearchBenchmarksBinary Time-series Classification on UCR StrawBerryFollow98.9AccuracySoftShape95.2696.20597.1598.095Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0498.9FCN-LSTM2026.0498.4IncTime2026.0498.4OS-CNN2026.0498.2ROCKET2026.0498.1HC22026.0497.9TimesNet2026.0497.7GPT4TS2026.0497.4CHIEF2026.0496.8VTBenchConfiguration=BestConfiguration=Best2026.0496.4COTE2026.0496.3VTBenchConfiguration=DefaultConfiguration=Default2026.0495.4