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Papers Benchmarks Datasets Tasks

EEG-EMG dataset and benchmarks · SOTA2 Research

Research Datasets

EEG-EMG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3-class movement classification

EEG-EMG Inter-subject split

99.4Accuracy

20

11-class movement classification

EEG-EMG Inter-subject

32Accuracy

18

Subject identification

EEG-EMG Inter-subject split

99.8Accuracy

9

EMG prediction from EEG signals

EEG-EMG dataset (10 train/test-splits)

0.19Relative RMSE

4

Popular tasks

3-class movement classification 11-class movement classification Subject identification EMG prediction from EEG signals

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