ResearchBenchmarksBinary Time-series Classification on UCR SonyAIBORobotSurface1Binary Time-series Classification on UCR SonyAIBORobotSurface1Follow99.5AccuracyTimesNet58.52469.16279.890.438Apr 29, 2026Evaluation resultsMethodMethodLinksAccuracyTimesNet2026.0499.5SoftShape2026.0499.4GPT4TS2026.0498.9FCN-LSTM2026.0498.5OS-CNN2026.0498ROCKET2026.0495.8IncTime2026.0495.4HC22026.0495.2COTE2026.0489.9CHIEF2026.0489VTBenchConfiguration=BestConfiguration=Best2026.0468.3VTBenchConfiguration=DefaultConfiguration=Default2026.0460.1