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Visual Question Answering

219 directly classified papers

Papers per year

Papers

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025
OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025
Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts CVPR 2025
InsightEdit: Towards Better Instruction Following for Image Editing CVPR 2025
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025
Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025
MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving CVPR 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025
MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025
HalLoc: Token-level Localization of Hallucinations for Vision Language Models CVPR 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025
VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
Acknowledging Focus Ambiguity in Visual Questions ICCV 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025