| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Driver Drowsiness Detection | Sustained-attention driving dataset Average | Avg F1-score81.73 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 11 | F1 Score90.04 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 10 | F1 Score (%)75.27 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 9 | F1 Score88.66 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 8 | F1 Score87.29 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 7 | F1 Score84.51 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 6 | F1 Score94.42 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 5 | F1 Score (%)95.73 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 4 | F1-score69.7 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 3 | F1 Score95.63 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 2 | F1 Score36.69 | 15 | |
| Driver Drowsiness Detection | Sustained-attention driving dataset Subject 1 | F1 Score94.68 | 15 |