Visual Question Answering

AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning ACL 2026 BOP-ASK: Object-Interaction Reasoning for Vision-Language Models CVPR 2026 BridgeEQA: Virtual Embodied Agents for Real Bridge Inspections CVPR 2026 ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering ACL 2026 Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols CVPR 2026 DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ACL 2026 Direction-aware 3D Large Multimodal Models CVPR 2026 Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026 DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ACL 2026 Ego-Grounding for Personalized Question-Answering in Egocentric Videos CVPR 2026 Enhancing Video Vision Language Model with Hippocampal Sensing CVPR 2026 FPS-Bench: A Benchmark for High Frame-Rate Video Understanding CVPR 2026 Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis CVPR 2026 HanDyVQA: A Video QA Benchmark for Fine-Grained Hand-Object Interaction Dynamics CVPR 2026 KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ACL 2026 Learning to Focus and Precise Cropping:A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs CVPR 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 Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL 2026 ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering CVPR 2026 Re-evaluating Continual VQA: Toward Fair and Robust Evaluation for Multimodal Continual Learning CVPR 2026 Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification ACL 2026 Same or Not? Enhancing Visual Perception in Vision-Language Models CVPR 2026 StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering CVPR 2026