conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025
Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation ICCV 2025
Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025
What if Othello-Playing Language Models Could See? EMNLP 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025
Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique EMNLP 2025
Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025
DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025
LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025