Visual Question Answering

BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025 Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025 Dual Diffusion for Unified Image Generation and Understanding CVPR 2025 EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025 Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025 Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025 FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs CVPR 2025 Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding WACV 2025 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025 GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025 Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025 HalLoc: Token-level Localization of Hallucinations for Vision Language Models CVPR 2025 Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation CVPR 2025 InsightEdit: Towards Better Instruction Following for Image Editing CVPR 2025 IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit ACL 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025 MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving CVPR 2025 MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025