Update README.md
Browse files
README.md
CHANGED
@@ -24,3 +24,35 @@ configs:
|
|
24 |
- split: test
|
25 |
path: data/test-*
|
26 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
24 |
- split: test
|
25 |
path: data/test-*
|
26 |
---
|
27 |
+
|
28 |
+
|
29 |
+
---
|
30 |
+
license: mit
|
31 |
+
datasets:
|
32 |
+
- Yuting6/geoqa-r1v-augmentation
|
33 |
+
- Yuting6/math-8k-augmentation
|
34 |
+
- Yuting6/m3cot-augmentation
|
35 |
+
- Yuting6/TQA-augmentation
|
36 |
+
- Yuting6/Geo3k-augmentation
|
37 |
+
- Yuting6/geoqa-r1v-noise
|
38 |
+
- Yuting6/geoqa-r1v-crop
|
39 |
+
- Yuting6/geoqa-r1v-blur
|
40 |
+
- Yuting6/geoqa-r1v-8k-rotated
|
41 |
+
- Yuting6/geoqa-r1v-8k-mixup
|
42 |
+
base_model:
|
43 |
+
- Qwen/Qwen2.5-VL-7B-Instruct
|
44 |
+
---
|
45 |
+
|
46 |
+
|
47 |
+
# Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning
|
48 |
+
|
49 |
+
## Paper Title and Link
|
50 |
+
|
51 |
+
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)
|
52 |
+
|
53 |
+
## Paper Abstract
|
54 |
+
|
55 |
+
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.
|
56 |
+
|
57 |
+
* 🐙 **GitHub Repo:** [YutingLi0606/Vision-Matters](https://github.com/YutingLi0606/Vision-Matters)
|
58 |
+
* 💾 **Dataset:** [Yuting6/vision-matters on Hugging Face](https://huggingface.co/collections/Yuting6/vision-matters-684801dd1879d3e639a930d1)
|