Evaluated on nuScenes validation set (front camera, 1600×900 → 448×224 input).
: If 9 out of 10 patches indicate the road goes straight, but one adversarial patch tries to signal a sharp turn, a robust patch-based network can ignore the outlier and maintain safe control. patchdrivenet