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
  ☆155Updated 9 months ago
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:
  ☆84Updated last month
• zirui0625 / DifIISR
  [CVPR 2025] Official implementation for "Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution".
  ☆66Updated 5 months ago
• icandle / CAMixerSR
  CAMixerSR: Only Details Need More “Attention” (CVPR 2024)
  ☆298Updated last year
• ClimBin / RestorMixer
  The official implementation of "An Efficient and Mixed Heterogeneous Model for Image Restoration"
  ☆42Updated 4 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆81Updated 5 months ago
• FVL2020 / ICCV-2023-MB-TaylorFormer
  ☆114Updated 3 months ago
• dslisleedh / ESC
  [ICCV2025 Highlight] ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution
  ☆65Updated 2 weeks ago
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆80Updated 2 months ago
• CalvinYang0 / CRNet
  ☆80Updated last year
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆154Updated 8 months ago
• joshyZhou / AST
  Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
  ☆154Updated 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…
  ☆47Updated 4 months ago
• AVC2-UESTC / MobileIE
  [ICCV2025] Implementation of "MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices"
  ☆55Updated 3 weeks ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆59Updated last month
• YhuoyuH / RetinexMamba
  ☆103Updated 3 months ago
• c-yn / ConvIR
  Revitalizing Convolutional Network for Image Restoration
  ☆127Updated 6 months ago
• Zdafeng / SwinFIR
  ☆92Updated last year
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆63Updated 7 months ago
• INVOKERer / LoFormer
  ☆52Updated last year
• LabShuHangGU / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆95Updated last month
• fengyanzi / Local-Attribution-Map-for-Super-Resolution
  The Local Attribution Map (LAM) is an interpretability tool for super-resolution reconstruction tasks. 局部归因图（Local Attribution Map，LAM）是一…
  ☆17Updated 3 months ago
• saturnian77 / ASID
  ASID
  ☆33Updated 6 months ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆27Updated last week
• AVC2-UESTC / CRAFT-SR
  [ICCV2023] Implementation of "Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Imag…
  ☆103Updated 7 months ago
• XYLGroup / DKP
  ☆63Updated last year
• c-yn / OKNet
  [AAAI2024] Omni-Kernel Network for Image Restoration
  ☆77Updated 4 months ago
• AlexZou14 / Wave-Mamba
  ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
  ☆93Updated 3 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆71Updated 2 months ago
• INVOKERer / AdaRevD
  ☆83Updated 4 months ago