Driver Distraction Behavior Recognition on State Farm (test)
2.165Parameters (M)C-DIRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| C-DIRAHardware=NVIDIA H100 NVL GPU, tau=0.92025.12 | 2.165 | 0.061 | 1.724 | |
| MobileNetV3-smallHardware=NVIDIA H100 NVL GPU2025.12 | 2.553 | 0.062 | 1.599 | |
| MobileViTv3-XSHardware=NVIDIA H100 NVL GPU2025.12 | 3.016 | 0.531 | 2.849 | |
| SwiftFormer-SHardware=NVIDIA H100 NVL GPU2025.12 | 3.032 | 0.608 | 2.787 | |
| USHHardware=NVIDIA H100 NVL GPU2025.12 | 5.008 | 0.98 | 2.428 | |
| MambaOut-FemtHardware=NVIDIA H100 NVL GPU2025.12 | 6.163 | 1.153 | 1.969 |