Driver Behavior Recognition on State Farm Distracted Driver Detection Dataset
99.5AccuracyMobileNetV3-small
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MobileNetV3-small2025.12 | 99.5 | 99.5 | 99.5 | 99.5 | |
| MambaOut-Femt2025.12 | 99.5 | 99.5 | 99.5 | 99.5 | |
| C-DIRArouting threshold (τ)=0.9, K-means clusters (K)=302025.12 | 99.2 | 99.2 | 99.2 | 99.2 | |
| SwiftFormer-S2025.12 | 98.5 | 98.5 | 98.5 | 98.5 | |
| MobileViTv3-XS2025.12 | 98.3 | 98.3 | 98.3 | 97.9 | |
| USH2025.12 | 90.7 | 91 | 90.7 | 90.7 |