Update README.md

README.md

@@ -10,7 +10,15 @@ pretty_name: common-o
 > measuring multimodal reasoning across scenes
 
 
-Common-O, inspired by cognitive tests for humans, probes multimodal LLMs' ability to reason across scenes by asking ``what’s in common?''.
+Common-O, inspired by cognitive tests for humans, probes multimodal LLMs' ability to reason across scenes by asking "what’s in common?"
+
+
 
 We have two subsets: Common-O (3 - 8 objects) and Common-O Complex (8 - 16 objects).
 
+
+## Multimodal LLMs excel at single image perception, but struggle with multi-scene reasoning
+
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/64c17345e82e55936cf971bc/LsJYSHhqad3HLxdVtaopt.png)
+