ResearchBenchmarksTime Series Classification on EWFollow90.3AccuracyRFormer47.24458.42269.680.778Feb 12, 2026Evaluation ResultsMethodMethodLinksAccuracyRFormer2026.0290.3LRU2026.0287.8LogNCDE2026.0285.6S62026.0285NRDE2026.0283.9S52026.0281.1NCDE2026.0275Mamba2026.0270.9OsciFormer2026.0248.9