multimodal reasoning

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking CVPR 2026 Guideline-Informed MLLM Reasoning for Pathology-Aware Postoperative Prostate CTV Segmentation MIDL 2026 Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning CVPR 2026 Hierarchical Long Video Understanding with Audiovisual Entity Cohesion and Agentic Search CVPR 2026 Hybrid Token Compression for Vision-Language Models CVPR 2026 Incentivizing Versatile Video Reasoning in MLLMs via Data-Efficient Reinforcement Learning CVPR 2026 IndoorUAV: Benchmarking Vision-Language UAV Navigation in Continuous Indoor Environments AAAI 2026 Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking EACL 2026 Look-Back: Implicit Visual Re-focusing in MLLM Reasoning AAAI 2026 Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do ACL 2026 Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens CVPR 2026 MageBench: Bridging Large Multimodal Models to Agents WACV 2026 MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026 MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026 MathSight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning? ACL 2026 MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026 MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026 MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection ACL 2026 MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving CVPR 2026 Minerva-Ego: Spatiotemporal Hints for Egocentric Video Understanding CVPR 2026 Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning ACL 2026 MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026 MovieRecapsQA: A Multimodal Open-Ended Video Question-Answering Benchmark CVPR 2026 Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores ACL 2026 OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning CVPR 2026