Yuting6/Vision-Matters-7B

Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning

Paper Title and Link

The model was presented in the paper Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning. You can also find the paper on arXiv: Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning (arXiv:2506.09736)

Paper Abstract

Vision-Matters is a simple visual perturbation framework that can be easily integrated into existing post-training pipelines including SFT, DPO, and GRPO. Our findings highlight the critical role of visual perturbation: better reasoning begins with better seeing.

• 🐙 GitHub Repo: YutingLi0606/Vision-Matters
• 💾 Dataset: Yuting6/vision-matters on Hugging Face