Alternatives and similar repositories for LMM-PCQA

Users that are interested in LMM-PCQA are comparing it to the libraries listed below

• zzc-1998 / MLLM-QA-Papers-with-Code
  Collections of papers and code for employing MLLM for quality assessment tasks.
  ☆13Updated last year
• Q-Future / Q-Refine
  [MM 2024 Oral] Refiner for AIGC
  ☆28Updated 10 months ago
• Coobiw / TriVQA
  [CVPRW2024, Official Code] for paper "Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribu…
  ☆12Updated last year
• Q-Future / Q-Ground
  Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)
  ☆42Updated 8 months ago
• jiquan123 / I2IQA
  PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images
  ☆14Updated 6 months ago
• lcysyzxdxc / MPD
  [CVPR 2025 满分论文 Ratings: 555]
  ☆30Updated last month
• Q-Future / Compare2Score
  [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors
  ☆39Updated 4 months ago
• TianheWu / VisualQuality-R1
  VisualQuality-R1 is the first open-sourced NR-IQA model can accurately describe and rate the image quality.
  ☆47Updated 2 weeks ago
• yipoh / AesNet
  [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing
  ☆19Updated 7 months ago
• ChrisDud0257 / AFINE
  Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"
  ☆35Updated 2 weeks ago
• Q-Future / Visual-Question-Answering-for-Video-Quality-Assessment
  Official released code for VQA² series models
  ☆42Updated last month
• wangjiarui153 / AIGCIQA2023
  ☆24Updated last month
• lcysyzxdxc / AGIQA-1k-Database
  AGIQA-1k-Database for AI Generated Content Image Quality Assessment
  ☆28Updated 2 years ago
• wangpuyi / MA-AGIQA
  ☆27Updated 8 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…
  ☆81Updated 8 months ago
• wangjiarui153 / AIGV-Assessor
  AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM
  ☆14Updated 4 months ago
• Coobiw / IP-IQA
  [ICME2024, Official Code] for paper "Bringing Textual Prompt to AI-Generated Image Quality Assessment"
  ☆20Updated 11 months ago
• chencn2020 / SEAGULL
  Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…
  ☆46Updated 3 months ago
• zhengchen1999 / Grounding-IQA
  PyTorch code for our paper "Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment"
  ☆46Updated last month
• TianheWu / MLLMs-for-IQA
  [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
  ☆84Updated 11 months ago
• zzc-1998 / Q-Eval
  Repo for "Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content"
  ☆28Updated 2 weeks 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
• zijianchen98 / AGIN
  [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images
  ☆35Updated 3 weeks ago
• QMME / T2VQA
  ☆21Updated 6 months ago
• Q-Future / CMC-Bench
  ☆31Updated last year
• sunwei925 / UIQA
  Official Code for Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
  ☆20Updated 2 weeks ago
• NeosXu / LoDa
  ☆21Updated last year
• IntMeGroup / MINT-IQA
  ☆18Updated 3 months ago
• Sissuire / SAMA
  AAAI-2024
  ☆22Updated last year
• lcysyzxdxc / AGIQA-3k-Database
  [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment
  ☆64Updated last year