Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
datasets:
|
| 4 |
+
- Yuting6/geoqa-r1v-augmentation
|
| 5 |
+
- Yuting6/math-8k-augmentation
|
| 6 |
+
- Yuting6/m3cot-augmentation
|
| 7 |
+
- Yuting6/TQA-augmentation
|
| 8 |
+
- Yuting6/Geo3k-augmentation
|
| 9 |
+
- Yuting6/geoqa-r1v-noise
|
| 10 |
+
- Yuting6/geoqa-r1v-crop
|
| 11 |
+
- Yuting6/geoqa-r1v-blur
|
| 12 |
+
- Yuting6/geoqa-r1v-8k-rotated
|
| 13 |
+
- Yuting6/geoqa-r1v-8k-mixup
|
| 14 |
+
base_model:
|
| 15 |
+
- Qwen/Qwen2.5-VL-7B-Instruct
|
| 16 |
+
---
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
# Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning
|
| 20 |
+
|
| 21 |
+
## Paper Title and Link
|
| 22 |
+
|
| 23 |
+
The model was presented in the paper [Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning](https://arxiv.org/abs/2506.09736). You can also find the paper on arXiv: [Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning (arXiv:2506.09736)](https://arxiv.org/abs/2506.09736)
|
| 24 |
+
|
| 25 |
+
## Paper Abstract
|
| 26 |
+
|
| 27 |
+
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.
|
| 28 |
+
|
| 29 |
+
* 🐙 **GitHub Repo:** [YutingLi0606/Vision-Matters](https://github.com/YutingLi0606/Vision-Matters)
|
| 30 |
+
* 💾 **Dataset:** [Yuting6/vision-matters on Hugging Face](https://huggingface.co/collections/Yuting6/vision-matters-684801dd1879d3e639a930d1)
|