@article{beyondstandardbenchmarksasystematicaudit, title = {Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks}, author = {Jia Chengyu and AprilPyone MaungMaung and Huy H. Nguyen and Jinyin Chen and Isao Echizen}, year = {2026}, eprint = {2604.04473}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.04473}, }