Alternatives and similar repositories for SuperLightNet

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

• simzhangbest / HMT-Unet
  ☆56Updated last year
• Mengqi-Lei / ConDSeg
  Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".
  ☆99Updated 5 months ago
• nkicsl / SF-UNet
  Official implementation codes of the SF_UNet
  ☆30Updated 8 months ago
• Inha-CVAI / MADGNet
  CVPR2024 Accepted Paper
  ☆100Updated last year
• leiyeliu / DefMamba
  ☆116Updated last month
• Linwei-Chen / FADC
  CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation
  ☆154Updated 9 months ago
• yunxiangfu2001 / SegMAN
  [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
  ☆145Updated last month
• UARK-AICV / MEGANet
  [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention
  ☆101Updated last year
• gndlwch2w / msvm-unet
  The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".
  ☆58Updated last month
• xmindflow / deformableLKA
  [WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
  ☆240Updated last year
• nobodyplayer1 / VM-UNetV2
  ☆109Updated last year
• ShumengLI / Mamba4MIS
  (Paper list) Mamba for medical image segmentation
  ☆42Updated last year
• LMMMEng / SparX
  [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
  ☆39Updated 3 months ago
• SLDGroup / EMCAD
  ☆269Updated 2 months ago
• Barrett-python / DuAT
  DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation (PRCV)
  ☆74Updated last year
• wurenkai / H-vmunet
  [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".
  ☆117Updated 8 months ago
• zymissy / CCViM
  Merging Context Clustering with Visual State Space Models for Medical Image Segmentation
  ☆47Updated last month
• Fhujinwu / CTNet
  [IEEE TCYB 2024] CTNet: Contrastive Transformer Network for Polyp Segmentation
  ☆33Updated 6 months ago
• nizhenliang / CGRSeg
  [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation
  ☆118Updated 2 months ago
• xmindflow / MSA-2Net
  [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…
  ☆55Updated 9 months ago
• juntaoJianggavin / RWKV-UNet
  Official PyTorch implementation of the paper "RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentat…
  ☆43Updated 7 months ago
• YuHengsss / MSVMamba
  [NeurIPS2024] Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  ☆77Updated 9 months ago
• AtlasAnalyticsLab / 2DMamba
  [CVPR 2025] 2DMamba: Efficient State Space Model for Image Representation
  ☆62Updated 3 months ago
• xianlin7 / ConvFormer
  ☆124Updated last year
• millieXie / FusionMamba
  FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
  ☆202Updated 5 months ago
• TungChintao / APM
  [NeurIPS 2024] Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
  ☆31Updated 4 months ago
• Karl1109 / SCSegamba
  [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
  ☆153Updated last month
• xiely-123 / SHISRCNet
  ☆46Updated 2 years ago
• wjiazheng / SwinPA-Net
  SwinPA-Net: Swin Transformer-Based Multiscale Feature Pyramid Aggregation Network for Medical Image Segmentation
  ☆28Updated 3 months ago
• JiarunLiu / Swin-UMamba
  Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
  ☆327Updated last year