visual reasoning

Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025 Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025 Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025 Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025 ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering ACL 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection ACL 2025 CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning ICLR 2025 COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes AAAI 2025 CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models ICCV 2025 CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025 Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025 Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025 DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning AAAI 2025 Defining and Quantifying Visual Hallucinations in Vision-Language Models NAACL 2025 DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025 Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025 Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025