ResearchBenchmarksBinary Time-series Classification on UCR HamFollow93.5AccuracyGPT4TS67.60474.32781.0587.773Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracyGPT4TS2026.0493.5SoftShape2026.0491.6TimesNet2026.0490.2HC22026.0485.9ROCKET2026.0485.7COTE2026.0480.5CHIEF2026.0480.5FCN-LSTM2026.0478.1VTBenchConfiguration=BestConfiguration=Best2026.0474.2IncTime2026.0471.4OS-CNN2026.0470.4VTBenchConfiguration=DefaultConfiguration=Default2026.0468.6