Alternatives and similar repositories for CATANet

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

• Zheng-MJ / SMFANet
  [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution
  ☆173Updated last year
• icandle / CAMixerSR
  CAMixerSR: Only Details Need More “Attention” (CVPR 2024)
  ☆304Updated last year
• zirui0625 / DifIISR
  [CVPR 2025] Official implementation for "Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution".
  ☆91Updated last month
• XLearning-SCU / 2025-CVPR-MaIR
  Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…
  ☆69Updated 3 months ago
• ClimBin / RestorMixer
  The official implementation of "An Efficient and Mixed Heterogeneous Model for Image Restoration"
  ☆47Updated 4 months ago
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆161Updated last year
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆116Updated last month
• joshyZhou / AST
  Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
  ☆170Updated 5 months ago
• CVL-UESTC / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆144Updated 5 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆72Updated 4 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆79Updated 7 months ago
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆85Updated last year
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆107Updated 3 months ago
• CalvinYang0 / CRNet
  ☆86Updated last year
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:
  ☆116Updated 6 months ago
• CVL-UESTC / Adaptive-Token-Dictionary
  [CVPR 2024] Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
  ☆191Updated 9 months ago
• aipixel / FourierDiff
  ☆74Updated last year
• Zdafeng / SwinFIR
  ☆95Updated last year
• jiangyitong / AutoDIR
  ☆107Updated 11 months ago
• AVC2-UESTC / MobileIE
  [ICCV2025] Implementation of "MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices"
  ☆92Updated 5 months ago
• saturnian77 / ASID
  ASID
  ☆47Updated 11 months ago
• hejh8 / CFWD
  Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)
  ☆84Updated 4 months ago
• INVOKERer / LoFormer
  ☆59Updated 3 weeks ago
• c-yn / ConvIR
  Revitalizing Convolutional Network for Image Restoration
  ☆143Updated 2 weeks ago
• Harbinzzy / All-in-One-Image-Restoration-Survey
  [IEEE TPAMI] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
  ☆429Updated this week
• iSEE-Laboratory / DiffUIR
  (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"
  ☆191Updated last year
• AVC2-UESTC / CRAFT-SR
  [ICCV2023] Implementation of "Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Imag…
  ☆110Updated last year
• cszn / ConverseNet
  Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)
  ☆125Updated 4 months ago
• FVL2020 / ICCV-2023-MB-TaylorFormer
  ☆121Updated 7 months ago
• dslisleedh / ESC
  [ICCV2025 Highlight] ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution
  ☆101Updated last week