Alternatives and similar repositories for Spatial-Mamba

Users that are interested in Spatial-Mamba are comparing it to the libraries listed below

• YuHengsss / MSVMamba
  [NeurIPS2024] Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  ☆79Updated last year
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆275Updated last year
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆99Updated last year
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆131Updated 10 months ago
• YuHengsss / VSSD
  [ICCV2025] Introduce Mamba2 to Vision.
  ☆182Updated 3 months ago
• mlvlab / EfficientViM
  [CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
  ☆117Updated 9 months ago
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆243Updated last year
• LeapLabTHU / MLLA
  Official repository of MLLA (NeurIPS 2024)
  ☆371Updated 6 months ago
• ltzovo / DAMamba
  ☆53Updated 10 months ago
• okojoalg / dfformer
  ☆70Updated last year
• zifuwan / Sigma
  [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
  ☆272Updated 4 months ago
• Linwei-Chen / FADC
  CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation
  ☆160Updated last year
• PSRben / FusionMamba
  Code for the paper: "FusionMamba: Efficient Image Fusion with State Space Model", TGRS, 2024.
  ☆133Updated last week
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆83Updated 3 months ago
• alexhe101 / Pan-Mamba
  Pan-Mamba: Effective Pan-Sharpening with State Space Model
  ☆133Updated last year
• Linwei-Chen / FDConv
  CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction
  ☆329Updated 3 weeks ago
• lewandofskee / MobileMamba
  [CVPR25] Official implementation of `MobileMamba: Lightweight Multi-Receptive Visual Mamba Network.'
  ☆353Updated 10 months ago
• xwmaxwma / TinyViM
  [ICCV2025] Official Pytorch Implementation of TinyViM
  ☆107Updated 7 months ago
• ReaFly / Awesome-Vision-Mamba
  ✨✨Latest Papers on Vision Mamba and Related Areas
  ☆382Updated 9 months ago
• millieXie / FusionMamba
  FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
  ☆239Updated 9 months ago
• leiyeliu / DefMamba
  ☆146Updated 5 months ago
• VISION-SJTU / QuadMamba
  Official code for [NeurIPS 2024] QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
  ☆46Updated 6 months ago
• Yaziwel / Awesome-RWKV-in-Vision
  A curated list of papers on the applications of RWKV in computer vision. Please raise an issue if you suggest new qualified project.
  ☆239Updated 7 months ago
• qhfan / RMT
  (CVPR2024)RMT: Retentive Networks Meet Vision Transformer
  ☆378Updated last year
• MzeroMiko / vHeat
  vHeat: Building Vision Models upon Heat Conduction
  ☆269Updated 7 months ago
• hhb072 / STViT
  ☆149Updated last year
• ysj9909 / SHViT
  [CVPR 2024] SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
  ☆136Updated last year
• EasonXiao-888 / MambaTree
  [NeurIPS2024 Spotlight] The official implementation of MambaTree: Tree Topology is All You Need in State Space Model
  ☆105Updated last year
• wangck20 / GlobalMamba
  ☆26Updated last year
• Chenfei-Liao / MemorySAM
  MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
  ☆37Updated 3 months ago