@article{identifyingandresolvingpitfallsofknowled, title = {Identifying and Resolving Pitfalls of Knowledge-Based VQA Benchmarks: Auditing, Repairing, and Augmenting}, author = {Qian Ma and S M Rayeed and Charles V. Stewart and Qiong Wu and Yao Ma}, year = {2026}, eprint = {2607.00159}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00159}, }