Cover Image

Simple o3: Towards Interleaved Vision-Language Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Ye, Chen, Qianglong, Li, Zejun, Wang, Siyuan, Guo, Shijie, Zhang, Zhirui, Wei, Zhongyu
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpatialNav: Leveraging Spatial Scene Graphs for Zero-Shot Vision-and-Language Navigation
by: Zhang, Jiwen, et al.
Published: (2026)

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
by: Li, Zejun, et al.
Published: (2025)

PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
by: Zhang, Yizhen, et al.
Published: (2025)

EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models
by: Du, Mengfei, et al.
Published: (2024)

Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
by: Chen, Chao, et al.
Published: (2025)

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning
by: Yin, Shaofeng, et al.
Published: (2026)

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing
by: Wang, Dianyi, et al.
Published: (2026)

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
by: Li, Zejun, et al.
Published: (2024)

MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens
by: Zheng, Kaizhi, et al.
Published: (2023)

FrameMind: Frame-Interleaved Video Reasoning via Reinforcement Learning
by: Ge, Haonan, et al.
Published: (2025)

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving
by: Zhang, Zhenguo, et al.
Published: (2025)

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models
by: Zhou, Shijie, et al.
Published: (2025)

From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning
by: Du, Hang, et al.
Published: (2025)

Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation
by: Guo, Ziyu, et al.
Published: (2025)

Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
by: Tan, Huajie, et al.
Published: (2025)

VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
by: Luo, Zhiming, et al.
Published: (2026)

VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning
by: Li, Chenglin, et al.
Published: (2026)

Global Context Compression with Interleaved Vision-Text Transformation
by: Jiao, Dian, et al.
Published: (2026)

Do Pre-trained Vision-Language Models Encode Object States?
by: Newman, Kaleb, et al.
Published: (2024)

VideoCogQA: A Controllable Benchmark for Evaluating Cognitive Abilities in Video-Language Models
by: Li, Chenglin, et al.
Published: (2024)

Iterative Zoom-In: Temporal Interval Exploration for Long Video Understanding
by: Li, Chenglin, et al.
Published: (2025)

ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
by: Wu, Yike, et al.
Published: (2025)

Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts
by: Liu, Xu, et al.
Published: (2026)

RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics
by: Zhou, Enshen, et al.
Published: (2025)

OViP: Online Vision-Language Preference Learning for VLM Hallucination
by: Liu, Shujun, et al.
Published: (2025)

Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning
by: Liu, Junming, et al.
Published: (2025)

SpatialAnt: Autonomous Zero-Shot Robot Navigation via Active Scene Reconstruction and Visual Anticipation
by: Zhang, Jiwen, et al.
Published: (2026)

Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
by: Dong, Shuai, et al.
Published: (2025)

VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
by: Zhou, Chenyu, et al.
Published: (2024)

Distilling 3D Spatial Reasoning into a Lightweight Vision-Language Model with CoT
by: Asfour, Alaa, et al.
Published: (2026)

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
by: Wang, Siyuan, et al.
Published: (2024)

GeoVLMath: Enhancing Geometry Reasoning in Vision-Language Models via Cross-Modal Reward for Auxiliary Line Creation
by: Guo, Shasha, et al.
Published: (2025)

Bad Seeing or Bad Thinking? Rewarding Perception for Vision-Language Reasoning
by: Wang, Haozhe, et al.
Published: (2026)

Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving
by: Liu, Ming, et al.
Published: (2025)

GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains
by: Wang, Chun, et al.
Published: (2025)

Perception Before Reasoning: Two-Stage Reinforcement Learning for Visual Reasoning in Vision-Language Models
by: Chen, Yan, et al.
Published: (2025)

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better
by: Wang, Dianyi, et al.
Published: (2025)

Black-Box Adversarial Attack on Vision Language Models for Autonomous Driving
by: Wang, Lu, et al.
Published: (2025)

ManiSoft: Towards Vision-Language Manipulation for Soft Continuum Robotics
by: Wei, Ziyu, et al.
Published: (2026)

VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
by: Zhang, Jianke, et al.
Published: (2026)