ResearchBenchmarksBinary Time-series Classification on UCR PhalangesOutlineCorrectBinary Time-series Classification on UCR PhalangesOutlineCorrectFollow93.2AccuracyTimesNet77.49681.57385.6589.727Apr 29, 2026Evaluation resultsMethodMethodLinksAccuracyTimesNet2026.0493.2SoftShape2026.0493GPT4TS2026.0485.5IncTime2026.0485HC22026.0484.5ROCKET2026.0484.5FCN-LSTM2026.0483.7OS-CNN2026.0483CHIEF2026.0482.5VTBenchConfiguration=BestConfiguration=Best2026.0480.1COTE2026.0478.3VTBenchConfiguration=DefaultConfiguration=Default2026.0478.1