Alternatives and similar repositories for TransNeXt

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

• Linwei-Chen / FreqFusion
  TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction
  ☆449Updated 2 weeks ago
• qhfan / RMT
  (CVPR2024)RMT: Retentive Networks Meet Vision Transformer
  ☆366Updated last year
• LMMMEng / OverLoCK
  [CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
  ☆411Updated 2 months ago
• OpenGVLab / DCNv4
  [CVPR 2024] Deformable Convolution v4
  ☆677Updated last year
• ma-xu / Rewrite-the-Stars
  [CVPR 2024] Rewrite the Stars
  ☆420Updated last year
• LeapLabTHU / FLatten-Transformer
  Official repository of FLatten Transformer (ICCV2023)
  ☆442Updated 11 months ago
• rayleizhu / BiFormer
  [CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"
  ☆561Updated 2 years ago
• lewandofskee / MobileMamba
  [CVPR25] Official implementation of `MobileMamba: Lightweight Multi-Receptive Visual Mamba Network.'
  ☆294Updated 7 months ago
• Traffic-X / ViT-CoMer
  Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense…
  ☆329Updated 9 months ago
• BGU-CS-VIL / WTConv
  Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
  ☆511Updated 4 months ago
• THU-MIG / lsnet
  LSNet: See Large, Focus Small [CVPR 2025]
  ☆413Updated 6 months ago
• LMMMEng / TransXNet
  [TNNLS 2025] TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition
  ☆221Updated 4 months ago
• Yangzhangcst / Mamba-in-CV
  A paper list of some recent Mamba-based CV works.
  ☆412Updated this week
• sail-sg / inceptionnext
  InceptionNeXt: When Inception Meets ConvNeXt (CVPR 2024)
  ☆322Updated 10 months ago
• Ruixxxx / Awesome-Vision-Mamba-Models
  [Official Repo] Visual Mamba: A Survey and New Outlooks
  ☆709Updated 8 months ago
• ReaFly / Awesome-Vision-Mamba
  ✨✨Latest Papers on Vision Mamba and Related Areas
  ☆370Updated 6 months ago
• YaoleiQi / DSCNet
  Pytorch Implement of Dynamic Snake Convolution (ICCV2023)
  ☆509Updated last month
• fudan-zvg / SeaFormer
  [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer
  ☆342Updated 8 months ago
• THU-MIG / RepViT
  RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything
  ☆1,013Updated last year
• yunxiangfu2001 / SegMAN
  [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
  ☆161Updated last week
• LeapLabTHU / Agent-Attention
  Official repository of Agent Attention (ECCV2024)
  ☆646Updated 11 months ago
• wurenkai / UltraLight-VM-UNet
  [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…
  ☆318Updated 3 months ago
• cheng-haha / ScConv
  🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy
  ☆317Updated last year
• hunto / LocalMamba
  Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan
  ☆267Updated last year
• JCruan519 / VM-UNet
  (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
  ☆734Updated last month
• TerryPei / EfficientVMamba
  Code Implementation of EfficientVMamba
  ☆231Updated last year
• xzz777 / SCTNet
  Official implementation of SCTNet (AAAI2024)
  ☆303Updated last year
• YOLOonMe / EMA-attention-module
  Implementation Code for the ICCASSP 2023 paper " Efficient Multi-Scale Attention Module with Cross-Spatial Learning" and is available at:…
  ☆257Updated 10 months ago
• LeapLabTHU / DAT
  Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…
  ☆908Updated last year
• HZAI-ZJNU / Mamba-YOLO
  the official pytorch implementation of “Mamba-YOLO：SSMs-based for Object Detection”
  ☆502Updated 10 months ago