Driver Drowsiness Detection on Sustained-attention driving dataset Subject 2
36.69F1 ScoreLGGNet-F
Evaluation Results
| Method | Links | |
|---|---|---|
| LGGNet-FCategory=Source2025.11 | 36.69 | |
| T3ACategory=TTA2025.11 | 34.11 | |
| ResNet1D-8Category=Source2025.11 | 33.46 | |
| CAGNNCategory=Source2025.11 | 31.18 | |
| EEG-ConformerCategory=Source2025.11 | 31.03 | |
| EEGNet8,2Category=Source2025.11 | 29.52 | |
| Calibration-Free EEG-based Driver Drowsiness Detection FrameworkCategory=TTA2025.11 | 28.33 | |
| TentCategory=TTA2025.11 | 28.21 | |
| CoTTACategory=TTA2025.11 | 27.69 | |
| Wimpff et al.Category=TTA2025.11 | 25.36 | |
| InterpretableCNNCategory=Source2025.11 | 19.33 | |
| NOTECategory=TTA2025.11 | 9.26 | |
| DeepConvNetCategory=Source2025.11 | 8.66 | |
| SARCategory=TTA2025.11 | 6.11 | |
| RoTTACategory=TTA2025.11 | 5.8 |