Systematic Evaluation of Cross-Dataset Domain Shift and Shortcut Learning in Lightweight CNNs for Tomato Disease Classification
The reliable deployment of deep learning architectures for automated plant pathology remains a significant challenge due to the pronounced performance gap between laboratory-curated datasets and real-world field conditions. This study presents a rigorous investigation into cross-dataset domain shift and shortcut learni...