ResearchBenchmarksTime-series classification on DDG (test)Time-series classification on DDG (test)Follow58.2AccuracyResRMNI38.4443.5748.753.83Aug 13, 2025Evaluation resultsMethodMethodLinksAccuracyResRMNIRecurrent Matrix=IdentityRecurrent Matrix=Identity2025.0858.2ResESNIRecurrent Matrix=IdentityRecurrent Matrix=Identity2025.0856.2RMN2025.0856LeakyESN2025.0853.4ResESNRRecurrent Matrix=RandomRecurrent Matrix=Random2025.0847.6ResRMNRRecurrent Matrix=RandomRecurrent Matrix=Random2025.0845.8ResRMNCRecurrent Matrix=CircularRecurrent Matrix=Circular2025.0844.4ResESNCRecurrent Matrix=CircularRecurrent Matrix=Circular2025.0839.2