Beyond ImageNet: Understanding Cross-Dataset Robustness of Lightweight Vision Models

Weidong Zhang, Pak Lun Kevin Ding, Huan Liu

Lightweight vision classification models such as MobileNet, ShuffleNet, and EfficientNet are increasingly deployed in mobile and embedded systems, yet their performance has been pr…