description: VisualOverload (CVPR 2026) is a visual question answering (VQA) benchmark of 2,720 question-answer pairs over 150 high-resolution public-domain paintings densely populated with figures, actions, and unfolding subplots. It probes whether VLMs can perform simple, knowledge-free vision tasks in overloaded scenes. Ground-truth answers are held privately; models are scored via the official evaluation server using each question's question_id. This is a FiftyOne-format version of paulgavrikov/visualoverload. format: FiftyOneDataset license: cc-by-sa-4.0 name: VisualOverload tags: - fiftyone - fiftyone - image - image - visual-question-answering - vqa