Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Driver Drowsiness Detection research benchmarks · SOTA2 Research

Driver Drowsiness Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sustained-attention driving dataset Average

Calibration-Free EEG-based Driver Drowsiness Detection Framework

81.73Avg F1-score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 11

Calibration-Free EEG-based Driver Drowsiness Detection Framework

90.04F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 10

Calibration-Free EEG-based Driver Drowsiness Detection Framework

75.27F1 Score (%)

15

Feb 26, 2026

Sustained-attention driving dataset Subject 9

Calibration-Free EEG-based Driver Drowsiness Detection Framework

88.66F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 8

Calibration-Free EEG-based Driver Drowsiness Detection Framework

87.29F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 7

Calibration-Free EEG-based Driver Drowsiness Detection Framework

84.51F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 6

Calibration-Free EEG-based Driver Drowsiness Detection Framework

94.42F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 5

Calibration-Free EEG-based Driver Drowsiness Detection Framework

95.73F1 Score (%)

15

Feb 26, 2026

Sustained-attention driving dataset Subject 4

69.7F1-score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 3

Calibration-Free EEG-based Driver Drowsiness Detection Framework

95.63F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 2

36.69F1 Score

15

Feb 26, 2026

Sustained-attention driving dataset Subject 1

Calibration-Free EEG-based Driver Drowsiness Detection Framework

94.68F1 Score

15

Feb 26, 2026

SEED-VIG 2 Class

Modified TSception

83.46Accuracy

7

Feb 26, 2026

Popular datasets

Sustained-attention driving dataset SEED-VIG

Follow for updates

Join SOTA2 Contact