Update README.md

README.md

@@ -3,8 +3,17 @@ license: mit
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 # Revisiting M3D is all you need
+[**Reference Paper**](https://arxiv.org/abs/2404.00578) | [**Code**](https://github.com/babbu3682/AMOS-MM-MI2RL)
 
-[**Reference Paper**](https://arxiv.org/abs/2404.00578) | [**Code**](https://github.com/BAAI-DCAI/M3D)
+# Solution Overview
+This code is the 3rd place solution for the MICCAI 2024 AMOS-MM Challenge. It is based on the M3D model and utilizes the LLaMA-3.1-Instruct-7B.
 
-# Acknowledgement
-We appreciate open source projects including: M3D, LLaVA.
+# Novelty
+Our main innovations are as follows:
+
+* We divided the body into three regions: chest, abdomen, and pelvis. This allowed us to focus more effectively on these areas and further improve performance through text prompt engineering.
+* The introduction of LLaMA-3.1-8B-Instruct significantly boosted MRG and VQA performance.
+* Additionally, the use of an error note strategy led to further improvements in the final results.
+
+
+# Acknowledgement: We appreciate open source projects including: M3D, LLaVA.