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Driver Drowsiness Detection

Benchmarks

Dataset Name	SOTA Method	Metric
Sustained-attention driving dataset Average	Calibration-Free EEG-based Driver Drowsiness Detection Framework	Avg F1-score81.73	15	4d ago
Sustained-attention driving dataset Subject 11	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score90.04	15	4d ago
Sustained-attention driving dataset Subject 10	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score (%)75.27	15	4d ago
Sustained-attention driving dataset Subject 9	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score88.66	15	4d ago
Sustained-attention driving dataset Subject 8	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score87.29	15	4d ago
Sustained-attention driving dataset Subject 7	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score84.51	15	4d ago
Sustained-attention driving dataset Subject 6	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score94.42	15	4d ago
Sustained-attention driving dataset Subject 5	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score (%)95.73	15	4d ago
Sustained-attention driving dataset Subject 4		F1-score69.7	15	4d ago
Sustained-attention driving dataset Subject 3	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score95.63	15	4d ago
Sustained-attention driving dataset Subject 2	LGGNet-F	F1 Score36.69	15	4d ago
Sustained-attention driving dataset Subject 1	Calibration-Free EEG-based Driver Drowsiness Detection Framework	F1 Score94.68	15	4d ago
SEED-VIG 2 Class	Modified TSception	Accuracy83.46	7	4d ago

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