ResearchBenchmarksEmotion Recognition on FACED (Balanced Accuracy, Cohen's Kappa)Follow58.19Balanced AccuracyLEAF15.466826.558437.6548.7416Sep 29, 2025Evaluation ResultsMethodMethodLinksBalanced AccuracyCohen's KappaLEAF2025.0958.190.5243CBraMod2025.0957.870.4941LaBraM2025.0954.570.4809Conformer2025.0949.430.4263EEGNet2025.0942.710.3512STTran.2025.0937.910.2999EEGPT2025.0933.460.2486TScep.2025.0920.560.1088BIOT2025.0917.110.0647