ResearchBenchmarksMulticlass Time-series Classification on UCR CropFollow87.7AccuracySoftShape71.99676.07380.1584.227Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0487.7GPT4TS2026.0487.6TimesNet2026.0485IncTime2026.0477.2OS-CNN2026.0476.9HC22026.0476.4CHIEF2026.0476.2ROCKET2026.0475.2VTBenchConfiguration=DefaultConfiguration=Default2026.0473.7VTBenchConfiguration=BestConfiguration=Best2026.0472.6