ResearchBenchmarksMulticlass Time-series Classification on UCR CricketZFollow91.5AccuracySoftShape71.63676.79381.9587.107Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0491.5OS-CNN2026.0486.3IncTime2026.0486.1HC22026.0485.9ROCKET2026.0485.2CHIEF2026.0483.8COTE2026.0482.7FCN-LSTM2026.0481GPT4TS2026.0480.3TimesNet2026.0479.6VTBenchConfiguration=BestConfiguration=Best2026.0473.7VTBenchConfiguration=DefaultConfiguration=Default2026.0472.4