Driver Fatigue Detection on DMD
97.1AccuracyHST-HGN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HST-HGNTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 97.1 | 96.99 | |
| IsoSSL-MoCoTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 96.62 | 96.52 | |
| LiteFatTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 96.14 | 96.05 | |
| SlowFastTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 92.75 | 92.6 | |
| JHPFA-NetTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 92.27 | 91.99 | |
| 2s ST-GCNTraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 90.82 | 90.34 | |
| VBFLLFATraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 90.82 | 90.8 | |
| VideoMAETraining dataset=YawDD, Protocol=Cross-dataset evaluation (backbone frozen, head adapted)2026.04 | 90.13 | 90.98 |