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Driver Drowsiness Detection on Sustained-attention driving dataset Subject 10

75.27F1 Score (%)Calibration-Free EEG-based Driver Drowsiness Detection Framework
-3.010817.312137.63557.9579Nov 27, 2025

Evaluation results

MethodLinks
Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.1175.27
CAGNNCategory=Source2025.1165.12
EEG-ConformerCategory=Source2025.1162.65
ResNet1D-8Category=Source2025.1160.98
InterpretableCNNCategory=Source2025.1154.55
LGGNet-FCategory=Source2025.1153.33
EEGNet8,2Category=Source2025.1152.5
SARCategory=TTA2025.1151.95
T3ACategory=TTA2025.1151.22
DeepConvNetCategory=Source2025.1149.32
NOTECategory=TTA2025.1145.21
Wimpff et al.Category=TTA2025.1131.06
CoTTACategory=TTA2025.1116.36
TentCategory=TTA2025.1111.02
RoTTACategory=TTA2025.110