ResearchBenchmarksError-Related Negativity (ERN) EEG Classification on BCI-ERN 10-fold (test)Error-Related Negativity (ERN) EEG Classification on BCI-ERN 10-fold (test)Follow80.9Average PerformanceGBWAtt59.652865.168970.68576.2011Jun 24, 2026Evaluation resultsMethodMethodLinksAverage PerformanceGBWAtttheta=1.5theta=1.52026.0680.9GBWAtttheta=1theta=12026.0680.42GDLNet2026.0678.23MAtt2026.0675.68MBEEGSE2026.0675.46EEGNet2026.0674.28SPDNetBN2026.0672.34SPDNet2026.0672.05ShallowCNet2026.0671.86SCCNet2026.0670.93TCNet-Fusion2026.0670.46FBCNet2026.0660.47