Cover Image

Visual-RFT: Visual Reinforcement Fine-Tuning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Ziyu, Sun, Zeyi, Zang, Yuhang, Dong, Xiaoyi, Cao, Yuhang, Duan, Haodong, Lin, Dahua, Wang, Jiaqi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Visual Agentic Reinforcement Fine-Tuning
by: Liu, Ziyu, et al.
Published: (2025)

Think Visually, Reason Textually: Vision-Language Synergy in ARC
by: Zhang, Beichen, et al.
Published: (2025)

Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
by: Li, Jinsong, et al.
Published: (2026)

SPARK: Synergistic Policy And Reward Co-Evolving Framework
by: Liu, Ziyu, et al.
Published: (2025)

ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning
by: Ding, Shengyuan, et al.
Published: (2025)

RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition
by: Liu, Ziyu, et al.
Published: (2024)

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning
by: Liu, Yuhong, et al.
Published: (2025)

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
by: Sun, Zeyi, et al.
Published: (2025)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
by: Liu, Ziyu, et al.
Published: (2024)

CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning
by: Sun, Zeyi, et al.
Published: (2025)

MM-IFEngine: Towards Multimodal Instruction Following
by: Ding, Shengyuan, et al.
Published: (2025)

Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction
by: Qian, Rui, et al.
Published: (2025)

DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models
by: Cao, Yuhang, et al.
Published: (2024)

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
by: Zang, Yuhang, et al.
Published: (2025)

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
by: Xing, Long, et al.
Published: (2024)

VideoRoPE: What Makes for Good Video Rotary Position Embedding?
by: Wei, Xilin, et al.
Published: (2025)

CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning
by: Xing, Long, et al.
Published: (2025)

ConsistentRFT: Reducing Visual Hallucinations in Flow-based Reinforcement Fine-Tuning
by: Tan, Xiaofeng, et al.
Published: (2026)

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
by: Ding, Shuangrui, et al.
Published: (2024)

ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way
by: Bu, Jiazi, et al.
Published: (2024)

2nd Place Report of MOSEv2 Challenge 2025: Concept Guided Video Object Segmentation via SeC
by: Zhang, Zhixiong, et al.
Published: (2025)

Visual-ERM: Reward Modeling for Visual Equivalence
by: Liu, Ziyu, et al.
Published: (2026)

Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate
by: Huang, Qidong, et al.
Published: (2024)

Streaming Long Video Understanding with Large Language Models
by: Qian, Rui, et al.
Published: (2024)

Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data
by: Sun, Zeyi, et al.
Published: (2024)

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

HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance
by: Bu, Jiazi, et al.
Published: (2025)

Are We on the Right Way for Evaluating Large Vision-Language Models?
by: Chen, Lin, et al.
Published: (2024)

Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
by: Wang, Yibin, et al.
Published: (2025)

Advancing Complex Video Object Segmentation via Progressive Concept Construction
by: Zhang, Zhixiong, et al.
Published: (2025)

X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models
by: Sun, Zeyi, et al.
Published: (2024)

Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition
by: Dong, Yuhao, et al.
Published: (2026)

Long-CLIP: Unlocking the Long-Text Capability of CLIP
by: Zhang, Beichen, et al.
Published: (2024)

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
by: Liu, Ziyu, et al.
Published: (2024)

MotionRFT: Unified Reinforcement Fine-Tuning for Text-to-Motion Generation
by: Tan, Xiaofeng, et al.
Published: (2026)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
by: Ni, Minheng, et al.
Published: (2025)

Unified Scene Representation and Reconstruction for 3D Large Language Models
by: Chu, Tao, et al.
Published: (2024)

Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
by: Liu, Jian, et al.
Published: (2025)

Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
by: Xia, Jiaer, et al.
Published: (2025)

ETCHR: Editing To Clarify and Harness Reasoning
by: Zhang, Beichen, et al.
Published: (2026)