ResearchBenchmarksEmotion Recognition on SEED-V (Balanced Accuracy, Cohen's Kappa)Emotion Recognition on SEED-V (Balanced Accuracy, Cohen's Kappa)Follow41.26Balanced AccuracyLEAF21.687226.768631.8536.9314Sep 29, 2025Evaluation resultsMethodMethodLinksBalanced AccuracyCohen's KappaLEAF2025.0941.260.2575CBraMod2025.0940.290.257LaBraM2025.0940.10.2563TScep.2025.0936.370.1984Conformer2025.0930.60.1335BIOT2025.0930.450.1306EEGNet2025.0929.320.1136EEGPT2025.0922.530.0335STTran.2025.0922.440.0344