Repositories list

• LMM-PCQA

  Public
  Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral

  Python

  •0•12•0•0•Updated Nov 21, 2024Nov 21, 2024

• Visual-Question-Answering-for-Video-Quality-Assessment

  Public
  Official released code for VQA² series models

  Python

  •0•1•0•0•Updated Nov 17, 2024Nov 17, 2024

• Q-Align-Aria

  Public
  Visual Scorer with Aria MoE model

  Jupyter Notebook

  •

  Apache License 2.0

  •70•2•0•0•Updated Nov 14, 2024Nov 14, 2024

• Q-Ground

  Public
  Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)

  Other

  •0•27•2•0•Updated Oct 25, 2024Oct 25, 2024

• R-Bench

  Public
  Jupyter Notebook

  •0•8•1•0•Updated Oct 13, 2024Oct 13, 2024

• Q-Bench-Video

  Public
  A benchmark for video quality understanding of LMMs

  Python

  •0•108•0•0•Updated Oct 2, 2024Oct 2, 2024

• Co-Instruct

  Public
  ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

  image-quality-assessment

  Other

  •4•66•4•0•Updated Sep 29, 2024Sep 29, 2024

• A-Bench

  Public
  [LMM + AIGC] What do we expect from LMMs as AIGI evaluators and how do they perform?

  evaluationlmmai-generated-images

  3•149•0•0•Updated Sep 27, 2024Sep 27, 2024

• Compare2Score

  Public
  [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors

  Python

  •

  MIT License

  •1•26•5•0•Updated Aug 24, 2024Aug 24, 2024

• Q-Align

  Public
  ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

  aestheticimage-quality-assessmentaesthetic-visual-analysis+ 2video-quality-assessmentaesthetic-assessment

  Python

  •

  Other

  •19•296•13•0•Updated Aug 12, 2024Aug 12, 2024

• Q-Instruct

  Public
  ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.

  image-quality-assessmentlow-level-visioncvpr2024

  Python

  •

  Other

  •9•203•11•0•Updated Aug 12, 2024Aug 12, 2024

• Q-Bench

  Public
  ①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

  quality-assessmenticlrimage-quality-assessment+ 5low-level-visiongpt-4large-language-modelsvision-language-datasetvisual-large-language-models

  Jupyter Notebook

  •

  Other

  •12•248•2•0•Updated Aug 12, 2024Aug 12, 2024

• .github

  Public
  We are an open-source collaborative project to bring new possibilities to IQA!

  0•2•0•0•Updated Aug 2, 2024Aug 2, 2024

• Q-Refine

  Public
  [MM 2024 Oral] Refiner for AIGC

  Jupyter Notebook

  •

  Apache License 2.0

  •1•23•2•0•Updated Jul 29, 2024Jul 29, 2024

• CMC-Bench

  Public
  [LMM + codec] A new paradigm of visual signal compression!

  Python

  •

  MIT License

  •0•25•0•0•Updated Jun 14, 2024Jun 14, 2024

• Chinese-Q-Bench

  Public
  [WIP@Oct 13] 质衡-基准测试 (Q-Bench in Chinese)，包含中文版【底层视觉问答】和【底层视觉描述】数据集，以及中文提示下的图片质量评价。 We will release Q-Bench in more languages in the future.

  1•19•2•1•Updated Jan 7, 2024Jan 7, 2024