Alternatives and similar repositories for CG-IAA

Users that are interested in CG-IAA are comparing it to the libraries listed below

• yipoh / AesNet
  [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing
  ☆24Updated 4 months ago
• yipoh / AesExpert
  [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception
  ☆94Updated 10 months ago
• Q-Future / Q-Ground
  Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)
  ☆42Updated last year
• Q-Future / Co-Instruct
  ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a bench…
  ☆85Updated last year
• VQAssessment / ExplainableVQA
  [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
  ☆81Updated last year
• lcysyzxdxc / MPD
  [CVPR 2025 满分论文 Ratings: 555]
  ☆36Updated 6 months ago
• zwx8981 / LIQE
  [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
  ☆229Updated 10 months ago
• lcysyzxdxc / AGIQA-1k-Database
  AGIQA-1k-Database for AI Generated Content Image Quality Assessment
  ☆28Updated 2 years ago
• chencn2020 / PromptIQA
  The public code for "PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts"
  ☆29Updated 8 months ago
• yipoh / TAVAR
  [TCSVT] Theme-aware Visual Attribute Reasoning for Image Aesthetics Assessment
  ☆23Updated 2 years ago
• yipoh / AesBench
  An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.
  ☆252Updated 9 months ago
• TianheWu / MLLMs-for-IQA
  [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
  ☆89Updated last year
• Q-Future / Visual-Question-Answering-for-Video-Quality-Assessment
  [ACMMM2025] Official released code for VQA² series models
  ☆57Updated last month
• woshidandan / Champion-Solution-for-CVPR-NTIRE-2024-Quality-Assessment-on-AIGC
  🥇[1st Official Code] Quality Assessment for AI-Generated Content - Track 1: Image AIGC内容质量评估冠军方案
  ☆60Updated 3 months ago
• VQAssessment / BVQI
  [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.
  ☆39Updated 2 years ago
• Q-Future / Compare2Score
  [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors
  ☆46Updated 9 months ago
• sunwei925 / RQ-VQA
  Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
  ☆60Updated last year
• lcysyzxdxc / AGIQA-3k-Database
  [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment
  ☆67Updated 2 years ago
• Q-Future / Q-Instruct
  ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.
  ☆231Updated last year
• woshidandan / Image-Color-Aesthetics-and-Quality-Assessment
  🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights an…
  ☆197Updated 3 months ago
• SaMMyCHoo / Light-VQA-plus
  ☆20Updated last year
• wangpuyi / MA-AGIQA
  ☆27Updated last year
• woshidandan / IAA_Tutorial
  实验室【外部】美学课题组入门学习材料，加入课题组后，会有更详细的内部学习资料。
  ☆67Updated last week
• zhengchen1999 / Grounding-IQA
  PyTorch code for our paper "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"
  ☆54Updated last month
• Kai-Liu001 / Dog-IQA
  PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"
  ☆25Updated last year
• XPixelGroup / DepictQA
  DepictQA: Depicted Image Quality Assessment with Vision Language Models
  ☆179Updated 8 months ago
• ChrisDud0257 / AFINE
  Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"
  ☆59Updated 2 months ago
• zzc-1998 / MLLM-QA-Papers-with-Code
  Collections of papers and code for employing MLLM for quality assessment tasks.
  ☆12Updated last year
• k-zha14 / Zoom-VQA
  [CVPRW 2023] Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment
  ☆32Updated 2 years ago
• narthchin / DEIQT
  Checkpoints, logs and source code for AAAI-23 paper 'Data-Efficient Image Quality Assessment with Attention-Panel Decoder'
  ☆39Updated last year