Alternatives and similar repositories for MDT

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

• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆31Updated 4 months ago
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆22Updated last year
• ChengxuLiu / MISCFilter
  [CVPR 2024] Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring
  ☆40Updated last year
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆107Updated 4 months ago
• supersupercong / PromptRestorer
  [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  ☆15Updated last year
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆86Updated last year
• XYLGroup / DKP
  ☆67Updated last year
• hejh8 / CFWD
  Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)
  ☆84Updated 4 months ago
• Aitical / MCLIR
  [AAAI 2024 & IJCV 2025] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆38Updated 4 months ago
• cschenhm / MSDT
  Rethinking Multi-Scale Representations in Deep Deraining Transformer
  ☆35Updated 6 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆123Updated last month
• yunguo224 / LHP-Rain
  [ICCV 2023] Official repository for the paper "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Remo…
  ☆41Updated 2 years ago
• rami0205 / RAMiT
  Reciprocal Attention Mixing Transformer for Lightweight Image Restoration (CVPR 2024 Workshop)
  ☆35Updated last year
• Jinghaoleven / IDR-Ingredients-oriented-Degradation-Reformulation
  Ingredient-oriented Multi-Degradation Learning for Image Restoration; CVPR 2023
  ☆25Updated 2 years ago
• cschenxiang / HQ-RAIN
  Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)
  ☆30Updated 6 months ago
• 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…
  ☆74Updated 4 months ago
• longzilicart / pip_universal
  ☆53Updated 2 years ago
• cschenxiang / UDR-Mixer
  Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
  ☆42Updated 6 months ago
• TxpHome / DFPIR
  all-in-one image restoration
  ☆45Updated 5 months ago
• ruiyi-w / Learning-Hazing-to-Dehazing
  [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
  ☆64Updated 7 months ago
• zhengchen1999 / DCT
  ☆10Updated last year
• joshyZhou / ASTv2
  Learning An Adaptive Sparse Transformer for Efficient Image Restoration
  ☆11Updated 5 months ago
• aipixel / FourierDiff
  ☆75Updated last year
• qulishen / Harmonizing-Light-and-Darkness
  This repository provides the official implementation for the following paper.
  ☆10Updated last year
• c-yn / FocalNet
  [ICCV23] Focal Network for Image Restoration
  ☆91Updated 2 years ago
• ChengxuLiu / FSI
  [ICCV'23] FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras
  ☆10Updated 2 years ago
• jiangyitong / AutoDIR
  ☆109Updated 11 months ago
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆50Updated 6 months ago
• GuangluDong0728 / CSUD-Unsupervised-Deraining-CVPR2025
  ☆28Updated 9 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…
  ☆22Updated 7 months ago