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Driver Drowsiness Detection on Sustained-attention driving dataset Subject 4
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69.7
F1-score
T3A
9.692
25.271
40.85
56.429
Nov 27, 2025
F1-score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-score
T3A
Category=TTA
2025.11
69.7
EEGNet8,2
Category=Source
2025.11
68.97
InterpretableCNN
Category=Source
2025.11
66.67
ResNet1D-8
Category=Source
2025.11
66.02
SAR
Category=TTA
2025.11
65.85
Calibration-Free EEG-based Driver Drowsiness Detection Framework
Category=TTA
2025.11
64.49
DeepConvNet
Category=Source
2025.11
62.5
EEG-Conformer
Category=Source
2025.11
58.49
LGGNet-F
Category=Source
2025.11
57.97
NOTE
Category=TTA
2025.11
57.14
CAGNN
Category=Source
2025.11
49.75
RoTTA
Category=TTA
2025.11
49.03
Wimpff et al.
Category=TTA
2025.11
40
CoTTA
Category=TTA
2025.11
19.78
Tent
Category=TTA
2025.11
12
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