Alternatives and similar repositories for DFPIR

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

• supersupercong / PromptRestorer
  [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  ☆15Updated 10 months ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆28Updated 5 months ago
• lzz73 / MSSR-MLP
  [2023 TIP] An Efficient Multiscale Spatial Rearrangement MLP Architecture for Image Restoration.
  ☆11Updated last year
• JingHao99 / IDR-Ingredients-oriented-Degradation-Reformulation
  ☆23Updated last year
• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆32Updated 7 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆67Updated 3 months ago
• Aitical / MCLIR
  [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆35Updated last year
• zhoushen1 / MEASNet
  ☆13Updated 9 months ago
• DrizzleSail / SAM4IR
  Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  ☆14Updated 11 months ago
• Troivyn / HazeCLIP
  ☆27Updated 11 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆52Updated 4 months ago
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆19Updated 11 months ago
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring
  ☆61Updated 3 weeks ago
• cschenxiang / HQ-RAIN
  Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)
  ☆27Updated 6 months ago
• XLearning-SCU / 2024-ICML-TAO
  PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)
  ☆15Updated 11 months ago
• longzilicart / pip_universal
  ☆50Updated last year
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆44Updated 11 months ago
• Aitical / TUR
  [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization
  ☆15Updated 6 months ago
• jyicu / CBSN
  This is an official implementation of "Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Networ…
  ☆14Updated last year
• cschenhm / MSDT
  Rethinking Multi-Scale Representations in Deep Deraining Transformer
  ☆32Updated last year
• hejh8 / CFWD
  ☆74Updated 3 months ago
• 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…
  ☆16Updated last month
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆73Updated 3 weeks ago
• thislzm / UME-Net
  This Paper is accepted in Pattern Recognition 2024
  ☆11Updated last year
• iijjlk / DFFN
  ☆26Updated 9 months ago
• linxin0 / SCPGabNet
  ☆34Updated 7 months ago
• wlydlut / C2F-DFT
  [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration
  ☆41Updated 10 months ago
• Tombs98 / CAPTNet
  Prompt-based Ingredient-Oriented All-in-One Image Restoration
  ☆21Updated 4 months ago
• lll143653 / amsnet
  ☆29Updated 2 months ago
• rami0205 / RAMiT
  Reciprocal Attention Mixing Transformer for Lightweight Image Restoration (CVPR 2024 Workshop)
  ☆34Updated last year