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1. U-Bench U-Bench Public

   U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

   Python 162 19

2. LLM4Seg LLM4Seg Public

   [MICCAI 2025] Official code for "Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster"

   Python 50 5

3. MambaMIM MambaMIM Public

   [MedIA 2025] MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation

   Python 40 5

4. CMUNeXt CMUNeXt Public

   [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion"

   Python 121 12

5. HySparK HySparK Public

   [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training

   Python 21

6. Mobile-U-ViT Mobile-U-ViT Public

   [ACM MM 2025] Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation

   Python 43 8