ResearchBenchmarksMultivariate Time Series Classification on SpokenArabicDigitsFollow99.85AccuracyLightTS96.334897.247498.1699.0726Jun 2, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreLightTS2026.0699.8599.59AnchorMoE2026.0699.599.48TimesNet2026.0699.0699.06MiniRocket2026.0698.7798.77FEDformer2026.0698.3898.38MICN2026.0698.1898.18TSLANet2026.0698.197.83MPTSNet2026.0697.8597.51PatchTST2026.0697.1597.15DLinear2026.0696.4796.47