Machine Learning, AI, Autonomous Driving.
detection tasks. We used a VGG architecture as baseline (1X) and scaled up the model size to ~11.3X (ConvNeXt XL). Similar to obtaining the behavior model scaling law, we conducted experiments and fit scaling law functions for perception models. Fig. 4 shows how 2D detection mAP scales with N and