Driver Drowsiness Estimation on Driving
0.535Correlation Coefficient (CC)BFT-A
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BFT-ACategory=TTA w/o BP2026.01 | 0.535 | 0.271 | |
| BFT-DCategory=TTA w/o BP2026.01 | 0.534 | 0.272 | |
| CORALCategory=UDA2026.01 | 0.531 | 0.264 | |
| DANNCategory=UDA2026.01 | 0.53 | 0.269 | |
| BN-adaptCategory=TTA w/o BP2026.01 | 0.526 | 0.278 | |
| DANCategory=UDA2026.01 | 0.522 | 0.272 | |
| EEGNet (w/o Aug.)Category=w/o TL2026.01 | 0.516 | 0.275 | |
| DARE-GRAMCategory=UDA2026.01 | 0.511 | 0.275 | |
| Aug-MeanCategory=TTA w/o BP2026.01 | 0.51 | 0.277 | |
| Aug-ScaleCategory=TTA w/o BP2026.01 | 0.506 | 0.275 | |
| EEGNetCategory=w/o TL2026.01 | 0.504 | 0.276 | |
| Aug-FreqCategory=TTA w/o BP2026.01 | 0.504 | 0.276 | |
| Aug-SlideCategory=TTA w/o BP2026.01 | 0.504 | 0.276 | |
| MC DropoutCategory=TTA w/o BP2026.01 | 0.504 | 0.278 | |
| Aug-NoiseCategory=TTA w/o BP2026.01 | 0.502 | 0.275 | |
| PSD-MLPCategory=w/o TL2026.01 | 0.345 | 0.546 |