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Papers Benchmarks Datasets Tasks

EAV dataset and benchmarks · SOTA2 Research

Research Datasets

EAV

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Emotion Recognition

EAV

81.39Accuracy

48

Conversational Emotion Recognition

EAV (subject-independent)

73.96Accuracy

11

Conversational Emotion Recognition

EAV (subject-wise)

78.21Accuracy

11

Cross-subject EEG-based emotion recognition

EAV (Cross-subject)

39.05Accuracy

10

EEG-to-speech reconstruction

EAV

3.32SIG Score

5

EEG-to-speech reconstruction

EAV

11.64FAD

4

Popular tasks

Conversational Emotion Recognition EEG-to-speech reconstruction Emotion Recognition Cross-subject EEG-based emotion recognition

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