ResearchBenchmarksMotor Imagery EEG Classification on BCIC-IV-2a (10-fold validation test)Motor Imagery EEG Classification on BCIC-IV-2a (10-fold validation test)Follow74.95Average AccuracyGBWAtt55.782860.758965.73570.7111Jun 24, 2026Evaluation resultsMethodMethodLinksAverage AccuracyGBWAtttheta=1.5theta=1.52026.0674.95MAtt2026.0674.71GBWAtttheta=1theta=12026.0674.54SPDNetBN2026.0673.02SPDNet2026.0672.93SCCNet2026.0671.95TCNet-Fusion2026.0671.45GDLNet2026.0669.32MBEEGSE2026.0664.58EEGNet2026.0661.84ShallowCNet2026.0657.43FBCNet2026.0656.52