Update README.md

README.md

@@ -163,7 +163,20 @@ Example Output:
 
 ## Performance 
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/66436107bfa436269e92b10a/53foSyYSG55GgP1yGCyvn.png)
+| Architecture                   | Prompting   | ANLS  | MeanIoU |
+|--------------------------------|------------|-------|---------|
+| Smol                       | Zero-shot   | 0.527 | 0.011   |
+|                                | Anchors     | 0.543 | 0.026   |
+|                                | CoT         | 0.561 | 0.011   |
+| Qwen                        | Zero-shot   | 0.691 | 0.048   |
+|                                | Anchors     | 0.694 | 0.051   |
+|                                | CoT         | <ins>0.720</ins> | 0.038   |
+| Claude Sonnet 4                 | Zero-shot   | **0.737** | 0.031 |
+| Smol + D.E.                | Zero-shot   | 0.572 | 0.175   |
+| Qwen + D.E.                | Zero-shot           | 0.689 | 0.188   |
+| Smol + Naive OCR           | Zero-shot   | 0.556 | <ins>0.405</ins> |
+| Qwen + Naive OCR           | Zero-shot           | 0.690 | **0.494** |
+
 
 Document VQA performance of different models and prompting strategies on the BoundingDocs v2.0 dataset. <br>
 Smol stands for SmolVLM-2.2B, Qwen stands for Qwen2-VL-7B, and D.E. stands for DocExplainerV0.  <br>