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README.md
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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.
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# Novelty
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Our main innovations are as follows:
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* 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.
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* The introduction of LLaMA-3.1-8B-Instruct significantly boosted MRG and VQA performance.
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* Additionally, the use of an error note strategy led to further improvements in the final results.
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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.
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# Novelty
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* 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.
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* The introduction of LLaMA-3.1-8B-Instruct significantly boosted MRG and VQA performance.
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* Additionally, the use of an error note strategy led to further improvements in the final results.
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# Acknowledgement:
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We appreciate open source projects including: M3D, LLaVA, LLaMA.
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