🔥[AAAI 2026, Official Code] Regression Over Classification: Assessing Image Aesthetics via Multimodal Large Language Models. 克服大模型在美学评估过程中对分数不敏感的问题
☆31Jun 26, 2026Updated 3 weeks ago
Alternatives and similar repositories for Assessing-Image-Aesthetics-via-Multimodal-Large-Language-Models
Users that are interested in Assessing-Image-Aesthetics-via-Multimodal-Large-Language-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DA3Attacker: A Diffusion-based Attacker against Aesthetics-oriented Black-box Models. 首个针对美学评估模型的攻击和安全性评测框架。☆15Jun 15, 2026Updated last month
- 🔥[CVPR 2025 Highlight, Official Code] for paper "Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment…☆50Jun 15, 2026Updated last month
- 🔥[AAAI 2026, Official Code] First work of Aesthetics Assessment of Image Color Temperature. 首篇针对色温美学评估的工作☆20Jun 15, 2026Updated last month
- The first international standard for image aesthetics assessment metadata. 首个面向图像美学评估元数据的国际标准.☆13Feb 8, 2024Updated 2 years ago
- 🔥[Information Fusion 2024, Official Code] for paper "Prompt-guided image color aesthetics assessment: Models, datasets and benchmarks". …☆70Jun 15, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Optimizing MLLM-based Scoring via a Score-Token + Decoder Paradigm. This paper proposes a unified scoring paradigm for Multimodal Large …☆16Jun 9, 2026Updated last month
- [IJCAI 2024, Official Code] for paper "AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models".…☆16Jun 15, 2026Updated last month
- 🥇[1st Official Code] Quality Assessment for AI-Generated Content - Track 1: Image AIGC内容质量评估冠军方案☆61Jul 29, 2025Updated 11 months ago
- 🔥[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作☆91Jun 15, 2026Updated last month
- 🔥[ACMMM 2023, Official Code] for paper "EAT: An Enhancer for Aesthetics-Oriented Transformers". Official Weights and Demos provided. 目前是…☆193Jun 15, 2026Updated last month
- 🔥[NIPS 2024, Official Code] for paper "Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benc…☆57Jun 15, 2026Updated last month
- Official code for IJCAI 2024 paper: M2Beats: When Motion Meets Beats in Short-form Videos☆19Sep 20, 2025Updated 10 months ago
- Code and data for Aesthetic Image Captioning from Weakly-Labelled Photographs☆35Oct 24, 2019Updated 6 years ago
- [ACM MM 2025] LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs☆16Apr 16, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆23Jun 15, 2026Updated last month
- 🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights an…☆214Jun 15, 2026Updated last month
- This is the repository for paper "UniQA: Unified Vision-Language Pre-training of Quality and Aesthetics"☆28Mar 12, 2025Updated last year
- [CVPR 2026] ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding（书生 · 妙析多模态美学理解大模型）☆208Feb 25, 2026Updated 4 months ago
- [ICML2026 Spotlight] UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture☆155Jul 13, 2026Updated last week
- [CVPR 2025 满分论文 Ratings: 555]☆38May 9, 2025Updated last year
- [CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution☆242Jul 11, 2026Updated last week
- Official implementation of "HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment"☆120Apr 15, 2025Updated last year
- ☆56Sep 4, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 🔥[IJCAI 2022, Official Code] for paper "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and D…☆372Sep 25, 2025Updated 9 months ago
- 🔥🔥🔥[AAAI 2026] Official code release of our paper "Fine-grained Image Quality Assessment for Perceptual Image Restoration". 首个面向图像恢复的细…☆40Jun 3, 2026Updated last month
- Official Code for Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency☆24Jun 10, 2025Updated last year
- This repository introduces a large-scale video aesthetics database, VADB, and proposes an novel video aesthetics scoring framework, VADB-…☆27Feb 13, 2026Updated 5 months ago
- Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization☆27Jan 27, 2026Updated 5 months ago
- ☆408Jul 11, 2024Updated 2 years ago
- [ICLR 2026 Oral] Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment☆38Feb 14, 2026Updated 5 months ago
- Q-Insight Family: Q-Insight, VQ-Insight and RALI (NeurIPS 2025 Spotlight, AAAI 2026 Oral, and ICLR 2026 Oral)☆310Mar 3, 2026Updated 4 months ago
- This is a list of resources that utilize machine learning technologies to solve image aesthetic assessment.☆53Apr 20, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2025] Improve Representation for Imbalanced Regression through Geometric Constraints☆15Mar 8, 2025Updated last year
- PyTorch implementation of "Photo Aesthetics Ranking Network with Attributes and Content Adaptation" by Kong et al. (ECCV 2016)☆34Feb 15, 2021Updated 5 years ago
- ☆19Jul 11, 2025Updated last year
- A unified benchmarking framework for generative styling models in PyTorch☆14Oct 27, 2024Updated last year
- ☆32May 15, 2026Updated 2 months ago
- An official implementation of "One Model, Two Minds: Task-Conditioned Reasoning for Unified Image Quality and Aesthetic Assessment"☆18Apr 9, 2026Updated 3 months ago
- The official implementation of Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models.☆22Nov 3, 2025Updated 8 months ago