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MrBlankness authored Mar 17, 2024
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Expand Up @@ -14,7 +14,7 @@ Thanks again for your interest! o( ̄▽ ̄)ブ

LightM-UNet is a lightweight fusion of UNet and Mamba, boasting a mere parameter count of **1M**. Through validation on both 2D and 3D real-world datasets, LightM-UNet surpasses existing state-of-the-art models. In comparison to the renowned [nnU-Net](https://github.com/MIC-DKFZ/nnUNet) and contemporaneous [U-Mamba](https://github.com/bowang-lab/U-Mamba), LightM-UNet reduces the parameter count by **116X** and **224X**, respectively.

![result](https://github.com/MrBlankness/LightM-UNet/blob/master/assets/main_result.pdf)
![result](https://github.com/MrBlankness/LightM-UNet/blob/master/assets/main_result.png)

## Get Start

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