visual question answering

RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System AAAI 2026 Same or Not? Enhancing Visual Perception in Vision-Language Models CVPR 2026 SAMTok: Representing Any Mask with Two Words 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 SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026 SpatiaLQA: A Benchmark for Evaluating Spatial Logical Reasoning in Vision-Language Models CVPR 2026 StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering CVPR 2026 STRIDE-QA: Visual Question Answering Dataset for Spatiotemporal Reasoning in Urban Driving Scenes AAAI 2026 Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models CVPR 2026 The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition CVPR 2026 Think 360deg: Beyond Depth: Evaluating the Width-centric Reasoning Capability of MLLMs CVPR 2026 Thinking in Dynamics: How Multimodal Large Language Models Perceive, Track, and Reason Dynamics in Physical 4D World CVPR 2026 Trauma THOMPSON: A Dataset and Realistic Generative Framework for AI Copilots in Emergency Care AAAI 2026 TTRV: Test-Time Reinforcement Learning for Vision Language Models CVPR 2026 Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models CVPR 2026 Uncovering and Mitigating Transient Blindness in Multimodal Model Editing AAAI 2026 Uni-Hema: Unified Model for Digital Hematopathology CVPR 2026 VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery EACL 2026 VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models ACL 2026 VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs CVPR 2026 Visual Grounding for Object Questions CVPR 2026 Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL 2026 VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes CVPR 2026 Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images ACL 2026