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

Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation AAAI 2025
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game ICCV 2025
From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge AAAI 2025
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025
VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025
Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ACL 2025
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples AAAI 2025
EVEv2: Improved Baselines for Encoder-Free Vision-Language Models ICCV 2025
COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes AAAI 2025