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ResearchFormerly WizWand

Time Series Classification on BLINK (test)

96.8AccuracyPARALESN
56.65667.07877.587.922Aug 13, 2025Sep 10, 2025Oct 8, 2025Nov 5, 2025Dec 3, 2025Dec 31, 2025Jan 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PARALESNNumber of recurrent neurons=1024, Architecture=Shallow2026.0196.8
PARALESN (DEEP)Number of recurrent neurons=1024, Architecture=Deep2026.0196.5
ESN (DEEP)Number of recurrent neurons=1024, Architecture=Deep2026.0186.5
ResRMNIRecurrent Matrix=Identity2025.0882
ResESNIRecurrent Matrix=Identity2025.0880
RMN2025.0873
ESNNumber of recurrent neurons=1024, Architecture=Shallow2026.0168.9
ResRMNRRecurrent Matrix=Random2025.0868.2
LeakyESN2025.0866.5
ResRMNCRecurrent Matrix=Circular2025.0863.7
ResESNRRecurrent Matrix=Random2025.0859
ResESNCRecurrent Matrix=Circular2025.0858.2