ResearchBenchmarksBinary Time-series Classification on UCR WineFollow92.5AccuracyHC249.54860.69971.8583.001Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracyHC22026.0492.5ROCKET2026.0492.2COTE2026.0490.4CHIEF2026.0489.8IncTime2026.0488.7SoftShape2026.0488.4FCN-LSTM2026.0487GPT4TS2026.0485.6TimesNet2026.0482.9OS-CNN2026.0474.4VTBenchConfiguration=BestConfiguration=Best2026.0454.9VTBenchConfiguration=DefaultConfiguration=Default2026.0451.2