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ResearchFormerly WizWand

Driver Drowsiness Detection on Sustained-attention driving dataset Subject 1

94.68F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
-0.136824.479149.09573.7109Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.1194.68
ResNet1D-8Category=Source2025.1181.97
DeepConvNetCategory=Source2025.1181.44
CAGNNCategory=Source2025.1177.97
T3ACategory=TTA2025.1175.98
EEGNet8,2Category=Source2025.1173.86
EEG-ConformerCategory=Source2025.1172.39
RoTTACategory=TTA2025.1168.97
InterpretableCNNCategory=Source2025.1167.47
LGGNet-FCategory=Source2025.1167
Wimpff et al.Category=TTA2025.1144.44
NOTECategory=TTA2025.1140.25
SARCategory=TTA2025.1139.05
CoTTACategory=TTA2025.1116.82
TentCategory=TTA2025.113.51