Driver Drowsiness Detection on Sustained-attention driving dataset Subject 7
84.51F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation Results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 84.51 | |
| InterpretableCNNCategory=Source2025.11 | 83.81 | |
| EEGNet8,2Category=Source2025.11 | 83.02 | |
| RoTTACategory=TTA2025.11 | 83.02 | |
| T3ACategory=TTA2025.11 | 82.63 | |
| DeepConvNetCategory=Source2025.11 | 80.79 | |
| ResNet1D-8Category=Source2025.11 | 80.57 | |
| EEG-ConformerCategory=Source2025.11 | 77.55 | |
| LGGNet-FCategory=Source2025.11 | 74.87 | |
| NOTECategory=TTA2025.11 | 56.97 | |
| CAGNNCategory=Source2025.11 | 52.9 | |
| Wimpff et al.Category=TTA2025.11 | 46.84 | |
| SARCategory=TTA2025.11 | 31.01 | |
| TentCategory=TTA2025.11 | 1.83 | |
| CoTTACategory=TTA2025.11 | 0 |