Driver Drowsiness Detection on Sustained-attention driving dataset Subject 3
95.63F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 95.63 | |
| T3ACategory=TTA2025.11 | 67.13 | |
| InterpretableCNNCategory=Source2025.11 | 64.23 | |
| RoTTACategory=TTA2025.11 | 62.59 | |
| EEGNet8,2Category=Source2025.11 | 62.04 | |
| SARCategory=TTA2025.11 | 56.15 | |
| DeepConvNetCategory=Source2025.11 | 56.13 | |
| ResNet1D-8Category=Source2025.11 | 50.98 | |
| LGGNet-FCategory=Source2025.11 | 49.61 | |
| Wimpff et al.Category=TTA2025.11 | 42.54 | |
| EEG-ConformerCategory=Source2025.11 | 42.42 | |
| NOTECategory=TTA2025.11 | 32.62 | |
| CAGNNCategory=Source2025.11 | 26.67 | |
| TentCategory=TTA2025.11 | 1.1 | |
| CoTTACategory=TTA2025.11 | 1.1 |