Alternatives and similar repositories for PolaFormer

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

• LeapLabTHU / MLLA
  Official repository of MLLA (NeurIPS 2024)
  ☆368Updated 5 months ago
• EdwardChasel / Spatial-Mamba
  [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
  ☆186Updated 9 months ago
• xinghaochen / SLAB
  [ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-paramete…
  ☆109Updated last year
• YuHengsss / VSSD
  [ICCV2025] Introduce Mamba2 to Vision.
  ☆180Updated 2 months ago
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆238Updated last year
• mlvlab / EfficientViM
  [CVPR 25] Official Implementation (Pytorch) of "EfficientViM: Efficient Vision Mamba with Hidden State Mixer-based State Space Duality"
  ☆111Updated 8 months ago
• 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
  ☆274Updated last year
• 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.
  ☆232Updated 6 months ago
• Linwei-Chen / FDConv
  CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction
  ☆314Updated 2 months ago
• qhfan / RMT
  (CVPR2024)RMT: Retentive Networks Meet Vision Transformer
  ☆372Updated last year
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆129Updated 9 months ago
• MzeroMiko / vHeat
  vHeat: Building Vision Models upon Heat Conduction
  ☆267Updated 6 months ago
• lidc54 / shift-wiseConv
  Shift-ConvNets: Small Convolutional Kernel with Large Kernel Effects
  ☆51Updated 3 months ago
• maclong01 / DeBiFormer
  [ACCV 2024 ] Official code for "DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention"
  ☆32Updated 11 months ago
• lewandofskee / MobileMamba
  [CVPR25] Official implementation of `MobileMamba: Lightweight Multi-Receptive Visual Mamba Network.'
  ☆331Updated 9 months ago
• xwmaxwma / TinyViM
  [ICCV2025] Official Pytorch Implementation of TinyViM
  ☆105Updated 6 months ago
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆43Updated 6 months ago
• ysj9909 / SHViT
  [CVPR 2024] SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
  ☆131Updated last year
• ltzovo / DAMamba
  ☆51Updated 9 months ago
• LeapLabTHU / InLine
  Official repository of InLine attention (NeurIPS 2024)
  ☆57Updated last year
• okojoalg / dfformer
  ☆69Updated last year
• EasonXiao-888 / MambaTree
  [NeurIPS2024 Spotlight] The official implementation of MambaTree: Tree Topology is All You Need in State Space Model
  ☆104Updated last year
• ChenhongyiYang / PlainMamba
  [BMVC 2024] PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition
  ☆87Updated 8 months ago
• lx6c78 / Vision-Mamba-A-Comprehensive-Survey-and-Taxonomy
  Vision Mamba: A Comprehensive Survey and Taxonomy
  ☆98Updated last year
• ma-xu / Rewrite-the-Stars
  [CVPR 2024] Rewrite the Stars
  ☆435Updated last year
• LeiyiHU / mona
  The official implementation of [CVPR 2025] "5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks".
  ☆387Updated 6 months ago
• OliverRensu / SG-Former
  ☆85Updated 2 years ago
• sunshangquan / TransMamba
  ☆66Updated last year
• THU-MIG / lsnet
  LSNet: See Large, Focus Small [CVPR 2025]
  ☆465Updated 8 months ago