ResearchDatasetsEAVEAVFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsEmotion RecognitionEAV81.39Accuracy48Conversational Emotion RecognitionEAV (subject-independent)73.96Accuracy11Conversational Emotion RecognitionEAV (subject-wise)78.21Accuracy11Cross-subject EEG-based emotion recognitionEAV (Cross-subject)39.05Accuracy10EEG-to-speech reconstructionEAV3.32SIG Score5EEG-to-speech reconstructionEAV11.64FAD4