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AMOS-MM-MI2RL-Solution1
babbu3682/AMOS-MM-MI2RL-Solution1
AMOS-MM-MI2RL-Solution1 is a machine learning model from babbu3682. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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At a glance
- License
- mit
- Model type
- lamed_llama
- Access
- Public
- Created
- Sep 12, 2024
- Updated
- Sep 13, 2024
- SHA
- f1c6fe37
Model card
From the Hugging Face model README
Revisiting M3D is all you need
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.
Novelty
- 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, LLaMA.
- Type
- lamed_llama
- License
- mit
- Created
- Sep 12, 2024
- Updated
- Sep 13, 2024