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ResearchFormerly WizWand

Motor Imagery Classification on BCIC-2B 2-class (online)

66.74Balanced AccuracyNeuroOnline
49.694454.119758.54562.9703Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
NeuroOnlineBackbone=CBraMod, Setting=online2026.0766.7472.6373.04
NeuroOnlineBackbone=LaBraM, Setting=online2026.0766.2873.2873.11
NeuroOnline.aBackbone=LaBraM, Setting=online2026.0766.2772.0972.25
off-FT-LINBackbone=CBraMod, Setting=online2026.0766.1469.4271.87
off-LoRA-LINBackbone=LaBraM, Setting=online2026.0766.127172.77
off-LoRA-MLPBackbone=LaBraM, Setting=online2026.0765.7871.1672.43
off-FT-MLPBackbone=CBraMod, Setting=online2026.0765.5968.9971.44
off-FT-LINBackbone=LaBraM, Setting=online2026.076568.3871.05
off-FT-MLPBackbone=LaBraM, Setting=online2026.0764.9267.4570.24
NeuroOnline.aBackbone=CBraMod, Setting=online2026.0764.8671.6671.62
off-LoRA-MLPBackbone=CBraMod, Setting=online2026.0760.0164.3865.18
off-LoRA-LINBackbone=CBraMod, Setting=online2026.0750.3569.0869.56