visual question answering

HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models CVPR 2026 Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026 IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting CVPR 2026 ImageSet2Text: Describing Sets of Images Through Text AAAI 2026 Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026 JEEM: Vision-Language Understanding in Four Arabic Dialects EACL 2026 KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ACL 2026 Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery AAAI 2026 Learning to Focus and Precise Cropping:A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs CVPR 2026 Lifting Unlabeled Internet-level Data for 3D Scene Understanding CVPR 2026 LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding CVPR 2026 LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026 LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models CVPR 2026 Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in VLLMs ACL 2026 M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026 M4-RAG: A Massive-Scale Multilingual Multi-Cultural Multimodal RAG CVPR 2026 MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering AAAI 2026 MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026 MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026 MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI 2026 MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text AAAI 2026 Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning CVPR 2026 MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment EACL 2026 Minerva-Ego: Spatiotemporal Hints for Egocentric Video Understanding CVPR 2026