ResearchBenchmarksMultivariate Time Series Classification on ISRUC S3Follow85.37AccuracyDisMS-TS73.784476.792279.882.8078May 21, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreMCCDisMS-TS2026.0585.3784.20.829CASE-NET2026.0584.3882.330.794Timemixer2026.0583.582.180.79Pathformer2026.0582.5281.270.771PatchTST2026.0581.0579.140.767LSTNet2026.0580.1977.930.746MAGNN2026.0579.0777.510.749TS-TCC2026.0577.6375.50.735DTP2026.0574.2372.380.671