Alternatives and similar repositories for EfficientViM

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

• EdwardChasel / Spatial-Mamba
  [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
  ☆194Updated 11 months ago
• YuHengsss / MSVMamba
  [NeurIPS2024] Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  ☆79Updated 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.
  ☆185Updated 3 months ago
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆243Updated last year
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆275Updated last year
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆43Updated 7 months ago
• Linwei-Chen / FADC
  CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation
  ☆160Updated last year
• ltzovo / DAMamba
  ☆53Updated 10 months ago
• zifuwan / Sigma
  [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
  ☆272Updated 5 months ago
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆83Updated 3 months ago
• xwmaxwma / TinyViM
  [ICCV2025] Official Pytorch Implementation of TinyViM
  ☆107Updated 7 months ago
• Linwei-Chen / FDConv
  CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction
  ☆329Updated 3 weeks ago
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆99Updated last year
• PSRben / FusionMamba
  Code for the paper: "FusionMamba: Efficient Image Fusion with State Space Model", TGRS, 2024.
  ☆133Updated last week
• ysj9909 / SHViT
  [CVPR 2024] SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
  ☆136Updated last year
• lewandofskee / MobileMamba
  [CVPR25] Official implementation of `MobileMamba: Lightweight Multi-Receptive Visual Mamba Network.'
  ☆353Updated 10 months ago
• lidc54 / shift-wiseConv
  Shift-ConvNets: Small Convolutional Kernel with Large Kernel Effects
  ☆55Updated 4 months ago
• millieXie / FusionMamba
  FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
  ☆240Updated 9 months ago
• leiyeliu / DefMamba
  ☆146Updated 5 months ago
• yunxiangfu2001 / SegMAN
  [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
  ☆222Updated 3 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
• okojoalg / dfformer
  ☆70Updated last year
• maklachur / Mamba-in-Computer-Vision
  Mamba in Vision: A Comprehensive Survey of Techniques and Applications
  ☆133Updated last year
• Linwei-Chen / SFM
  TPAMI 2025: Spatial Frequency Modulation for Semantic Segmentation
  ☆42Updated last week
• qhfan / RMT
  (CVPR2024)RMT: Retentive Networks Meet Vision Transformer
  ☆378Updated last year
• Chenfei-Liao / MemorySAM
  MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
  ☆37Updated 3 months ago
• Drchip61 / Dual_SAM
  ☆51Updated last year
• Karl1109 / SCSegamba
  [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
  ☆232Updated 2 months ago
• wangf3014 / Mamba-Reg
  ☆80Updated 11 months ago