Alternatives and similar repositories for Vision-Mamba2

Users that are interested in Vision-Mamba2 are comparing it to the libraries listed below

• YuHengsss / MSVMamba
  [NeurIPS2024] Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  ☆78Updated 11 months ago
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆98Updated last year
• hhb072 / STViT
  ☆149Updated last year
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆126Updated 8 months ago
• zhoujiahuan1991 / AAAI2025-SVP
  ☆17Updated 7 months ago
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆269Updated last year
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆42Updated 5 months ago
• ChenhongyiYang / PlainMamba
  [BMVC 2024] PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition
  ☆85Updated 8 months ago
• ltzovo / DAMamba
  ☆50Updated 8 months ago
• OliverRensu / SG-Former
  ☆85Updated 2 years ago
• EdwardChasel / Spatial-Mamba
  [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
  ☆187Updated 9 months ago
• zhangxiaosong18 / hivit
  ☆72Updated 2 years ago
• Kyyle2114 / Convolutional-Adapter-for-Segment-Anything
  CAD - Memory Efficient Convolutional Adapter for Segment Anything
  ☆12Updated last year
• AILab-CVC / GroupMixFormer
  GroupMixAttention and GroupMixFormer
  ☆116Updated last year
• okojoalg / dfformer
  ☆69Updated last year
• sunsmarterjie / iTPN
  (CVPR2023/TPAMI2024) Integrally Pre-Trained Transformer Pyramid Networks -- A Hierarchical Vision Transformer for Masked Image Modeling
  ☆208Updated last year
• Jia-hao999 / Samba
  ☆43Updated 4 months ago
• ma-xu / EfficientMod
  [ICLR 2024 poster] Efficient Modulation for Vision Networks
  ☆59Updated last year
• JiaDingCN / GeminiFusion
  ☆92Updated last year
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆237Updated last year
• KimManjin / StructViT
  The official repository of the paper "Learning Correlation Structures for Vision Transformers" accepted to CVPR 2024.
  ☆47Updated last year
• ysj9909 / SHViT
  [CVPR 2024] SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
  ☆127Updated last year
• SunYM2020 / MoE-Fusion
  This is the offical repository for "Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion" (ICCV 2023).
  ☆68Updated last year
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆80Updated last month
• ai-paperwithcode / UniConvNet
  This is an official code for UniConvNet on ICCV 2025
  ☆34Updated 2 weeks ago
• xinghaochen / SLAB
  [ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-paramete…
  ☆109Updated last year
• LeapLabTHU / MLLA
  Official repository of MLLA (NeurIPS 2024)
  ☆362Updated 4 months ago
• xwmaxwma / TinyViM
  [ICCV2025] Official Pytorch Implementation of TinyViM
  ☆101Updated 5 months ago
• VISION-SJTU / QuadMamba
  Official code for [NeurIPS 2024] QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
  ☆45Updated 4 months ago
• mlvlab / EfficientViM
  [CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
  ☆104Updated 7 months ago