ResearchBenchmarksBinary Time-series Classification on UCR FordBFollow97.4AccuracySoftShape76.91282.23187.5592.869Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0497.4COTE2026.0496.3IncTime2026.0493.7HC22026.0493GPT4TS2026.0492.9FCN-LSTM2026.0491.8TimesNet2026.0490.5OS-CNN2026.0483.8CHIEF2026.0483.2ROCKET2026.0480.5VTBenchConfiguration=BestConfiguration=Best2026.0478.8VTBenchConfiguration=DefaultConfiguration=Default2026.0477.7