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ResearchFormerly WizWand

Motor Imagery Classification on BCIC-2A 4-class (online)

66.18Balanced AccuracyNeuroOnline
27.762437.736247.7157.6838Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
NeuroOnlineBackbone=CBraMod, Setting=online2026.0766.1854.9166.02
NeuroOnlineBackbone=LaBraM, Setting=online2026.0766.1854.9166.03
NeuroOnline.aBackbone=CBraMod, Setting=online2026.0762.6250.1662.43
NeuroOnline.aBackbone=LaBraM, Setting=online2026.0762.0849.4461.97
off-FT-MLPBackbone=LaBraM, Setting=online2026.0751.1334.8449.75
off-FT-LINBackbone=LaBraM, Setting=online2026.0747.429.8645.25
off-LoRA-LINBackbone=LaBraM, Setting=online2026.0746.3728.544.22
off-LoRA-MLPBackbone=LaBraM, Setting=online2026.0746.0928.1244.06
off-FT-MLPBackbone=CBraMod, Setting=online2026.0745.1226.8340.46
off-FT-LINBackbone=CBraMod, Setting=online2026.0744.5526.0639.88
off-LoRA-MLPBackbone=CBraMod, Setting=online2026.0730.547.3819.21
off-LoRA-LINBackbone=CBraMod, Setting=online2026.0729.245.6517.27