Visual Question Answering

ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering CVPR 2026 PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning CVPR 2026 POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering ACL 2026 Protecting multimodal large language models against misleading visualizations ACL 2026 Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment CVPR 2026 RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026 ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps CVPR 2026 RE-VLM: Event-Augmented Vision-Language Model for Scene Understanding CVPR 2026 SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering CVPR 2026 SVAgent: Storyline-guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration CVPR 2026 The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition CVPR 2026 TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ACL 2026 VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA CVPR 2026 VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs CVPR 2026 VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes CVPR 2026 VQ-VA World: Towards High-Quality Visual Question-Visual Answering CVPR 2026 When Robots Should Say ''I Don't Know'': Benchmarking Abstention in Embodied Question Answering CVPR 2026 World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models CVPR 2026 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025