visual reasoning

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025 What if Othello-Playing Language Models Could See? EMNLP 2025 What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025 WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning EMNLP 2024 Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024 Bootstrapping Top-down Information for Self-modulating Slot Attention NeurIPS 2024 Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning WACV 2024 ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024 CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs NeurIPS 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions NeurIPS 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024 Enhancing LLM Reasoning via Vision-Augmented Prompting NeurIPS 2024 Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads NeurIPS 2024 Evaluating Numerical Reasoning in Text-to-Image Models NeurIPS 2024 EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024