Alternatives and similar repositories for 2DMamba

Users that are interested in 2DMamba are comparing it to the libraries listed below

• simzhangbest / HMT-Unet
  ☆56Updated last year
• AtlasAnalyticsLab / Vim4Path
  [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images
  ☆57Updated 2 months ago
• nicoboou / chadavit
  Official PyTorch implementation of ChAda-ViT [CVPR 2024]
  ☆39Updated 6 months ago
• cvlab-stonybrook / Large-Image-Diffusion
  CVPR 2024: Learned representation-guided diffusion models for large-image generation
  ☆55Updated last year
• gndlwch2w / msvm-unet
  The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".
  ☆59Updated 2 weeks ago
• FengheTan9 / LLM4Seg
  [MICCAI 2025] Official code for "Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster"
  ☆37Updated last week
• titizheng / PAMIL
  Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).
  ☆21Updated 7 months ago
• CUHK-AIM-Group / UN-SAM
  [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images
  ☆84Updated 3 months ago
• csyfjiang / M4oE
  ☆44Updated 8 months ago
• lin-tianyu / Stable-Diffusion-Seg
  [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"
  ☆101Updated 3 months ago
• xq141839 / SPPNet
  MICCAI-MLMI-2023: A Single-Point Prompt Network for Nuclei Image Segmentation (Boost SAM)
  ☆28Updated last year
• xmindflow / SSCT
  [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation
  ☆24Updated last year
• sotiraslab / AgileFormer
  This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"
  ☆75Updated last year
• nobodyplayer1 / VM-UNetV2
  ☆109Updated last year
• SLDGroup / MERIT
  ☆69Updated 6 months ago
• tianrun-chen / xLSTM-UNet-PyTorch
  Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.
  ☆186Updated last year
• HuiqianLi / ASPS
  [MICCAI 2024] Repository for "ASPS: Augmented Segment Anything Model for Polyp Segmentation"
  ☆42Updated 7 months ago
• Inha-CVAI / MADGNet
  CVPR2024 Accepted Paper
  ☆100Updated last year
• YijinHuang / FPT
  [TNNLS'25] [MICCAI'24] A Parameter and Memory Efficient Transfer Learning Method
  ☆32Updated 4 months ago
• titizheng / M3amba
  Implementation of "M3amba: Memory Mamba is All You Need for Whole Slide Image Classification". CVPR2025
  ☆13Updated 7 months ago
• FengheTan9 / CMUNeXt
  [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …
  ☆107Updated 10 months ago
• dodooo1 / SFRecSAM
  [ECCV2024] Domesticating SAM for Breast Ultrasound Image Segmentation via Spatial-frequency Fusion and Uncertainty Correction
  ☆16Updated last year
• wurenkai / H-vmunet
  [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".
  ☆117Updated 8 months ago
• Jiaoyang45 / Rolling-Unet
  ☆59Updated last year
• Hejrati / cDAL
  Conditional diffusion model with spatial attention and latent embedding for medical image segmentation
  ☆37Updated 3 months ago
• King-HAW / GMS
  [AAAI 2025] Official repository of Generative Medical Segmentation
  ☆65Updated 10 months ago
• wjh892521292 / LKM-UNet
  Large Kernel Vision Mamba UNet for Medical Image Segmentation
  ☆122Updated last year
• isyangshu / MambaMIL
  [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"
  ☆98Updated 5 months ago
• CXH-Research / SMAFormer
  [BIBM 2024] SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation
  ☆22Updated 6 months ago
• shaohao011 / BrainMVP
  This is a PyTorch implementation of BrainMVP for mpMRI brain image analysis.
  ☆53Updated last month