visual reasoning

The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025 Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation ICCV 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection CVPR 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 TurtleBench: A Visual Programming Benchmark in Turtle Geometry NAACL 2025 U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025 Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025 VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025 VideoAds for Fast-Paced Video Understanding ICCV 2025 VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025 VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025 VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025 VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025 VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025 VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025 VisRL: Intention-Driven Visual Perception via Reinforced Reasoning ICCV 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs ICLR 2025 VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning ICLR 2025 V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025 VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025