Driver Drowsiness Detection on Sustained-attention driving dataset Subject 9
88.66F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 88.66 | |
| T3ACategory=TTA2025.11 | 81.9 | |
| InterpretableCNNCategory=Source2025.11 | 80.79 | |
| ResNet1D-8Category=Source2025.11 | 77.66 | |
| LGGNet-FCategory=Source2025.11 | 77.56 | |
| EEGNet8,2Category=Source2025.11 | 77.23 | |
| DeepConvNetCategory=Source2025.11 | 77.19 | |
| SARCategory=TTA2025.11 | 75.72 | |
| EEG-ConformerCategory=Source2025.11 | 75.09 | |
| CAGNNCategory=Source2025.11 | 65.43 | |
| Wimpff et al.Category=TTA2025.11 | 46.26 | |
| RoTTACategory=TTA2025.11 | 20.41 | |
| CoTTACategory=TTA2025.11 | 3.75 | |
| NOTECategory=TTA2025.11 | 1.1 | |
| TentCategory=TTA2025.11 | 0 |