Alternatives and similar repositories for MobileFormer

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

• Chenglin-Yang / LVT
  Lite Vision Transformer (CVPR 2022)
  ☆143Updated 2 years ago
• hunto / LightViT
  Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"
  ☆139Updated 2 years ago
• wilile26811249 / MobileViT
  Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Trans…
  ☆121Updated 3 years ago
• hkzhang-git / ParC-Net
  [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"
  ☆355Updated 2 years ago
• micronDLA / MobileViTv3
  ☆252Updated 2 years ago
• zhangzjn / EMO
  [ICCV 2023] Official PyTorch implementation of "Rethinking Mobile Block for Efficient Attention-based Models"
  ☆240Updated last year
• OliverRensu / Shunted-Transformer
  ☆216Updated 3 years ago
• HVision-NKU / Conv2Former
  ☆182Updated 5 months ago
• JUGGHM / OREPA_CVPR2022
  CVPR 2022 "Online Convolutional Re-parameterization"
  ☆179Updated 3 years ago
• dongbo811 / AFFormer
  ☆131Updated 2 years ago
• saic-fi / edgevit
  [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
  ☆107Updated 2 years ago
• yzd-v / MGD
  Masked Generative Distillation (ECCV 2022)
  ☆225Updated 2 years ago
• ggjy / CMT.pytorch
  CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107…
  ☆97Updated 2 years ago
• AFeng-x / SMT
  [ICCV2023] This is an official implementation for "Scale-Aware Modulation Meet Transformer".
  ☆209Updated last year
• ChengpengChen / RepGhost
  RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
  ☆176Updated last year
• svip-lab / AS-MLP
  [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".
  ☆126Updated 2 years ago
• FlyEgle / CMT-pytorch
  CMT: Convolutional Neural Networks Meet Vision Transformers
  ☆120Updated 3 years ago
• raoyongming / HorNet
  [NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
  ☆337Updated last year
• Atten4Vis / DemystifyLocalViT
  Official code for paper "On the Connection between Local Attention and Dynamic Depth-wise Convolution" ICLR 2022 Spotlight
  ☆184Updated 2 years ago
• hhb072 / STViT
  ☆142Updated 11 months ago
• wofmanaf / ResT
  This is an official implementation for "ResT: An Efficient Transformer for Visual Recognition".
  ☆285Updated 2 years ago
• hustvl / TopFormer
  TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
  ☆396Updated 2 years ago
• ziplab / LITv2
  [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"
  ☆279Updated last year
• fudan-zvg / SeaFormer
  [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer
  ☆327Updated 4 months ago
• yuhuan-wu / P2T
  [IEEE TPAMI'23] Pyramid Pooling Transformer for Scene Understanding
  ☆211Updated this week
• LeapLabTHU / Slide-Transformer
  Official repository of Slide-Transformer (CVPR2023)
  ☆171Updated 9 months ago
• MegEngine / RepLKNet
  Official MegEngine implementation of RepLKNet
  ☆277Updated 3 years ago
• sail-sg / iFormer
  iFormer: Inception Transformer
  ☆247Updated 2 years ago
• LMMMEng / TransXNet
  [TNNLS 2025] TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition
  ☆206Updated last week
• jbwang1997 / CrossKD
  CrossKD: Cross-Head Knowledge Distillation for Dense Object Detection
  ☆177Updated last year