Driver Drowsiness Detection on Sustained-attention driving dataset Subject 6
94.42F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation Results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 94.42 | |
| RoTTACategory=TTA2025.11 | 89.27 | |
| SARCategory=TTA2025.11 | 88.29 | |
| T3ACategory=TTA2025.11 | 87.11 | |
| EEGNet8,2Category=Source2025.11 | 87.04 | |
| EEG-ConformerCategory=Source2025.11 | 84.47 | |
| DeepConvNetCategory=Source2025.11 | 81 | |
| ResNet1D-8Category=Source2025.11 | 73.91 | |
| InterpretableCNNCategory=Source2025.11 | 73.85 | |
| LGGNet-FCategory=Source2025.11 | 68.75 | |
| CAGNNCategory=Source2025.11 | 68.37 | |
| NOTECategory=TTA2025.11 | 67.89 | |
| Wimpff et al.Category=TTA2025.11 | 54.82 | |
| TentCategory=TTA2025.11 | 7.75 | |
| CoTTACategory=TTA2025.11 | 4.69 |