Alternatives and similar repositories for Light-VQA

Users that are interested in Light-VQA are comparing it to the libraries listed below

• jinyeying / RaindropClarity
  [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957
  ☆55Updated last month
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆80Updated 4 months ago
• XLearning-SCU / 2022-CVPR-AirNet
  PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
  ☆197Updated 11 months ago
• cecret3350 / PTTD-Dehazing
  [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline
  ☆43Updated 9 months ago
• ruiyi-w / Learning-Hazing-to-Dehazing
  [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
  ☆36Updated 2 months ago
• LowLevelAI / ECMamba
  Official implementation of ECMamba, which is accpeted by NeurIPS 2024.
  ☆30Updated 2 months ago
• jiangyitong / AutoDIR
  ☆92Updated 6 months ago
• XLearning-SCU / Awesome-All-In-One-Image-Restoration
  This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch w…
  ☆196Updated 6 months ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆28Updated 7 months ago
• ChengxuLiu / MISCFilter
  [CVPR 2024] Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring
  ☆33Updated last year
• Baoliang93 / IACA_For_Lowlight_IQA
  Code for "Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement"
  ☆10Updated last year
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆57Updated 3 weeks ago
• zhuyr97 / Awesome-Weather-Removal
  ☆39Updated last year
• AlexZou14 / VQCNIR
  AAAI 2024: VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook
  ☆24Updated last year
• 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…
  ☆34Updated last year
• mrluin / TextualDegRemoval
  [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations
  ☆89Updated last year
• daooshee / QuadPrior
  Official code for Zero-Reference Low-Light Enhancement via Physical Quadruple Priors (CVPR-24)
  ☆95Updated last year
• jiaqixuac / WResVLM
  Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)
  ☆15Updated 3 months ago
• akshaydudhane16 / DyNet
  Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!
  ☆60Updated last year
• plusgood-steven / ID-Blau
  ☆48Updated last year
• GuangluDong0728 / SFD
  ☆22Updated 3 months ago
• Harbinzzy / All-in-One-Image-Restoration-Survey
  ☆288Updated last week
• cschenxiang / HQ-RAIN
  Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)
  ☆27Updated last month
• yz-wang / UCL-Dehaze
  Image dehazing
  ☆94Updated last year
• fanjunkai1 / NSDNet
  Non-aligned Supervision for Real Image Dehazing (IEEE TCSVT)
  ☆3Updated last month
• fyxnl / KA_Net
  Here is the code for the TPAMI paper: Advancing Real-World Image Dehazing:Perspective, Modules, and Training.
  ☆27Updated 7 months ago
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆154Updated 7 months ago
• IntMeGroup / UniProcessor
  [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor
  ☆25Updated 7 months ago
• Zheng-MJ / SMFANet
  [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution
  ☆154Updated 9 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆69Updated 2 months ago