visual question answering

1000 papers

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Also known as

VQAI OK-VQA VQA VIDEOQA TEXTVQA IMAGEQA

Co-occurring keywords

multimodal learning (4622) vision-language model (2235) image captioning (728) vision language model (752) multi-modal learning (1276) multimodal large language model (865) large language model (12755) visual reasoning (479) attention mechanism (3975) benchmark evaluation (1539)

Papers

Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026

SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026

MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text AAAI 2026

MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions AAAI 2026

Trauma THOMPSON: A Dataset and Realistic Generative Framework for AI Copilots in Emergency Care AAAI 2026

AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV 2026

ChartQA-X: Generating Explanations for Visual Chart Reasoning WACV 2026

Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026

DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026

Direct Visual Grounding by Directing Attention of Visual Tokens WACV 2026

CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026

CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026

Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026

VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery EACL 2026

Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone EACL 2026

MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026

Compositional Reasoning via Joint Image and Language Decomposition EACL 2026

LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026

MosaicDoc: A Large-Scale Bilingual Benchmark for Visually Rich Document Understanding AAAI 2026

RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System AAAI 2026

O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model AAAI 2026

FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025

See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025

Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025