Driver Drowsiness Detection on Sustained-attention driving dataset Subject 11
90.04F1 ScoreCalibration-Free EEG-based Driver Drowsiness Detection Framework
Evaluation results
| Method | Links | |
|---|---|---|
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 90.04 | |
| ResNet1D-8Category=Source2025.11 | 75.76 | |
| InterpretableCNNCategory=Source2025.11 | 75.76 | |
| EEG-ConformerCategory=Source2025.11 | 74.45 | |
| LGGNet-FCategory=Source2025.11 | 71.91 | |
| T3ACategory=TTA2025.11 | 70.27 | |
| CAGNNCategory=Source2025.11 | 65.99 | |
| RoTTACategory=TTA2025.11 | 65.18 | |
| EEGNet8,2Category=Source2025.11 | 65.12 | |
| DeepConvNetCategory=Source2025.11 | 60.91 | |
| SARCategory=TTA2025.11 | 48.42 | |
| Wimpff et al.Category=TTA2025.11 | 45.28 | |
| NOTECategory=TTA2025.11 | 33.14 | |
| CoTTACategory=TTA2025.11 | 10.07 | |
| TentCategory=TTA2025.11 | 5.59 |