visual question answering

Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models CVPR 2026 Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026 DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols CVPR 2026 DiGraphHal-Bench: Evaluating Multimodal Large Language Models on Complex Directed Graphs 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 Direct Visual Grounding by Directing Attention of Visual Tokens WACV 2026 Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026 DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ACL 2026 DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026 EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence ACL 2026 Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance WACV 2026 EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy CVPR 2026 E-Logic Prompt: Unified Energy-Logic Framework for Continual Visual Question Answering AAAI 2026 Enhancing Spatial Reasoning Through Visual and Textual Thinking AAAI 2026 Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models EACL 2026 Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding CVPR 2026 Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis CVPR 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026 HandVQA: Diagnosing and Improving Fine-Grained Spatial Reasoning about Hands in Vision-Language Models CVPR 2026 Harnessing Chain-of-Thought Reasoning in Multimodal Large Language Models for Face Anti-Spoofing CVPR 2026 HAVE-Bench: Hierarchical Audio-Visual Evaluation from Perception to Interaction CVPR 2026 Hear you are: Teaching LLMs Spatial Reasoning with Vision and Spatial Sound CVPR 2026