ResearchBenchmarksMulticlass Time-series Classification on UCR FaceAllFollow99.8AccuracySoftShape72.7679.7886.893.82Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0499.8COTE2026.0499ROCKET2026.0498.9GPT4TS2026.0498.8HC22026.0498.7IncTime2026.0498.3CHIEF2026.0498.3TimesNet2026.0497.3FCN-LSTM2026.0494OS-CNN2026.0484.5VTBenchConfiguration=BestConfiguration=Best2026.0484.1VTBenchConfiguration=DefaultConfiguration=Default2026.0473.8