ResearchBenchmarksMultivariate Time Series Classification on NASDAQFollow46.76AccuracyCASE-NET33.749637.127340.50543.8827May 21, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreMCCCASE-NET2026.0546.7633.260.11DisMS-TS2026.0539.7132.690.104Timemixer2026.0538.4229.680.088MAGNN2026.0538.1229.520.079Pathformer2026.0537.2427.960.078PatchTST2026.0536.5125.50.056TS-TCC2026.0535.5224.960.054LSTNet2026.0535.3425.290.058DTP2026.0534.2522.780.046