ResearchBenchmarksMulticlass Time-series Classification on UCR CricketYFollow91.5AccuracySoftShape65.91672.55879.285.842Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0491.5OS-CNN2026.0486.7IncTime2026.0486HC22026.0485ROCKET2026.0484.5FCN-LSTM2026.0481.8CHIEF2026.0481.7COTE2026.0481.5GPT4TS2026.0480.3TimesNet2026.0478.1VTBenchConfiguration=BestConfiguration=Best2026.0469.4VTBenchConfiguration=DefaultConfiguration=Default2026.0466.9