Alternatives and similar repositories for MLLMs-for-IQA:

Users that are interested in MLLMs-for-IQA are comparing it to the libraries listed below

• Q-Future / Compare2Score
  [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors
  ☆31Updated 5 months ago
• 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…
  ☆74Updated 4 months ago
• Q-Future / Q-Ground
  Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)
  ☆35Updated 3 months ago
• XPixelGroup / DepictQA
  DepictQA: Depicted Image Quality Assessment with Vision Language Models
  ☆108Updated this week
• Q-Future / Visual-Question-Answering-for-Video-Quality-Assessment
  Official released code for VQA² series models
  ☆30Updated 2 weeks ago
• VQAssessment / ExplainableVQA
  [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
  ☆74Updated 6 months ago
• miccunifi / QualiCLIP
  Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment
  ☆64Updated last month
• taco-group / COVER
  🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…
  ☆50Updated 7 months ago
• bytetriper / LM4LV
  🔥Official PyTorch implementation for "LM4LV: A Frozen Large Language Model for Low-level Vision Tasks".
  ☆48Updated 8 months ago
• lcysyzxdxc / AGIQA-1k-Database
  AGIQA-1k-Database for AI Generated Content Image Quality Assessment
  ☆26Updated last year
• Q-Future / Q-Instruct
  ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.
  ☆213Updated 6 months ago
• zhengchen1999 / Grounding-IQA
  PyTorch code for our paper "Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment"
  ☆35Updated 2 months ago
• lcysyzxdxc / AGIQA-3k-Database
  [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment
  ☆56Updated last year
• wangpuyi / MA-AGIQA
  ☆21Updated 4 months ago
• zijianchen98 / AGIN
  [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images
  ☆30Updated 2 weeks ago
• zwx8981 / LIQE
  [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
  ☆212Updated last month
• SaMMyCHoo / Light-VQA-plus
  ☆17Updated 9 months ago
• sunwei925 / RQ-VQA
  Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
  ☆37Updated 7 months ago
• VQAssessment / BVQI
  [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.
  ☆37Updated last year
• VQAssessment / Q-Bench
  An archived version of Q-Bench. We will make updates in https://github.com/q-future/Q-Bench in the future.
  ☆11Updated last year
• zzc-1998 / MLLM-QA-Papers-with-Code
  Collections of papers and code for employing MLLM for quality assessment tasks.
  ☆13Updated 10 months ago
• narthchin / DEIQT
  Checkpoints, logs and source code for AAAI-23 paper 'Data-Efficient Image Quality Assessment with Attention-Panel Decoder'
  ☆38Updated 10 months ago
• DengZeshuai / SRTTA
  ☆32Updated last year
• NeosXu / LoDa
  ☆18Updated 8 months ago
• Kai-Liu001 / Dog-IQA
  PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"
  ☆21Updated 4 months ago
• lixinustc / KVQ-Challenge-CVPR-NTIRE2024
  The first challenge on short-form video quality assessment
  ☆74Updated 2 months ago
• wangjiarui153 / AIGCIQA2023
  ☆21Updated last year
• 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
  ☆39Updated 8 months ago
• Coobiw / IP-IQA
  [ICME2024, Official Code] for paper "Bringing Textual Prompt to AI-Generated Image Quality Assessment"
  ☆17Updated 7 months ago