ResearchBenchmarksMulticlass Time-series Classification on UCR FacesUCRFollow99.5AccuracySoftShape85.35689.02892.796.372Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracySoftShape2026.0499.5TimesNet2026.0498GPT4TS2026.0497.9IncTime2026.0497.7HC22026.0497.5CHIEF2026.0497.3ROCKET2026.0497.2COTE2026.0496.7OS-CNN2026.0496.7FCN-LSTM2026.0492.9VTBenchConfiguration=BestConfiguration=Best2026.0486.9VTBenchConfiguration=DefaultConfiguration=Default2026.0485.9