Driver Drowsiness Detection on Sustained-attention driving dataset Subject 8
87.29F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation Results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 87.29 | |
| T3ACategory=TTA2025.11 | 70.5 | |
| ResNet1D-8Category=Source2025.11 | 67.12 | |
| SARCategory=TTA2025.11 | 66.14 | |
| InterpretableCNNCategory=Source2025.11 | 65.59 | |
| EEGNet8,2Category=Source2025.11 | 64.23 | |
| LGGNet-FCategory=Source2025.11 | 63.59 | |
| EEG-ConformerCategory=Source2025.11 | 63.32 | |
| DeepConvNetCategory=Source2025.11 | 62.61 | |
| CAGNNCategory=Source2025.11 | 48.3 | |
| RoTTACategory=TTA2025.11 | 46.67 | |
| Wimpff et al.Category=TTA2025.11 | 40.43 | |
| NOTECategory=TTA2025.11 | 29.91 | |
| CoTTACategory=TTA2025.11 | 9.94 | |
| TentCategory=TTA2025.11 | 0 |