Visual Question Answering

Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ACL 2026 AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ACL 2026 ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding CVPR 2026 ChartR: Evaluating Reasoning Accuracy and Robustness in Chart Question Answering CVPR 2026 DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026 Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026 E-Logic Prompt: Unified Energy-Logic Framework for Continual Visual Question Answering AAAI 2026 Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ACL 2026 Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding CVPR 2026 HAVE-Bench: Hierarchical Audio-Visual Evaluation from Perception to Interaction CVPR 2026 HERBench: A Benchmark for Multi-Evidence Integration in Video Question Answering CVPR 2026 Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery AAAI 2026 LLaMA32-Med: Parameter-Efficient Adaptation of Multimodal LLMs for Medical Visual Question Answering MIDL 2026 M3Grounder: Mask-Based Multi-Span and Multi-Granular Grounding for Document QA CVPR 2026 MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering CVPR 2026 ORD: Object-Relation Decoupling for Generalized 3D Visual Grounding CVPR 2026 PV-Ground: Text-Guided Point-Voxel Interaction for 3D Visual Grounding CVPR 2026 RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026 SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering CVPR 2026 See It, Say It, Sorted: An Iterative Training-Free Framework for Visually-Grounded Multimodal Reasoning in LVLMs CVPR 2026 Video Panels for Long Video Understanding CVPR 2026 Acknowledging Focus Ambiguity in Visual Questions ICCV 2025 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025 ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025 BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025