Driver Attention Prediction on DR(eye)VE
0.67Correlation Coefficient (CC)DeepLabV3
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeepLabV3Training Data=Full BDD-A2025.11 | 0.67 | 8.78 | 0.47 | 91 | 84 | 2.74 | |
| FSDAMTraining Data=BDD-A-90 (few-shot)2025.11 | 0.61 | 0.77 | 0.54 | 91 | 84 | 4.04 | |
| U²-NetTraining Data=Full BDD-A2025.11 | 0.57 | 1.52 | 0.45 | 90 | 82 | 3.2 | |
| DBNetTraining Data=Full BDD-A2025.11 | 0.48 | 1.79 | 0.29 | 91 | 85 | 3.71 | |
| MINetTraining Data=Full BDD-A2025.11 | 0.44 | 8.87 | 0.36 | 84 | 80 | 2.65 |