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Driver Drowsiness Detection on Sustained-attention driving dataset Subject 2

36.69F1 ScoreLGGNet-F
4.564412.904721.24529.5853Nov 27, 2025

Evaluation results

MethodLinks
LGGNet-FCategory=Source2025.1136.69
T3ACategory=TTA2025.1134.11
ResNet1D-8Category=Source2025.1133.46
CAGNNCategory=Source2025.1131.18
EEG-ConformerCategory=Source2025.1131.03
EEGNet8,2Category=Source2025.1129.52
Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.1128.33
TentCategory=TTA2025.1128.21
CoTTACategory=TTA2025.1127.69
Wimpff et al.Category=TTA2025.1125.36
InterpretableCNNCategory=Source2025.1119.33
NOTECategory=TTA2025.119.26
DeepConvNetCategory=Source2025.118.66
SARCategory=TTA2025.116.11
RoTTACategory=TTA2025.115.8