Update README.md

README.md

@@ -21,3 +21,22 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+<h1 align="center"> Text-Based Reasoning About Vector Graphics </h1>
+
+<p align="center">
+<a href="https://mikewangwzhl.github.io/vdlm.github.io/">🌐 Homepage</a>
+•
+<a href="">📃 Paper</a>
+•
+<a href="https://huggingface.co/datasets/mikewang/PVD-160K" >🤗 Data (PVD-160k)</a>
+•
+<a href="https://huggingface.co/mikewang/PVD-160k-Mistral-7b" >🤗 Model (PVD-160k-Mistral-7b)</a>
+•
+<a href="https://github.com/MikeWangWZHL/VDLM" >💻 Code</a>
+
+</p>
+
+We propose **VDLM**, a text-based visual reasoning framework for vector graphics. VDLM operates on text-based visual descriptions—specifically, SVG representations and learned Primal Visual Descriptions (PVD), enabling zero-shot reasoning with an off-the-shelf LLM. We demonstrate that VDLM outperforms state-of-the-art large multimodal models, such as GPT-4V, across various multimodal reasoning tasks involving vector graphics. See our [paper]() for more details.
+
+![Overview](https://github.com/MikeWangWZHL/VDLM/blob/main/figures/overview.png?raw=true)