yipoh / AesBench
An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.
☆221Updated 5 months ago
Alternatives and similar repositories for AesBench:
Users that are interested in AesBench are comparing it to the libraries listed below
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆70Updated last week
- [TCSVT 2024] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Genera…☆17Updated 3 months ago
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆210Updated 5 months ago
- 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
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆210Updated 3 weeks ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆68Updated 6 months ago
- [TCSVT] Theme-aware Visual Attribute Reasoning for Image Aesthetics Assessment☆21Updated last year
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆343Updated 5 months ago
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆55Updated last year
- 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 vi…☆251Updated 5 months ago
- DepictQA: Depicted Image Quality Assessment with Vision Language Models☆102Updated 2 months ago
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆70Updated 5 months ago
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆15Updated 2 months ago
- Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment☆61Updated 2 weeks ago
- [ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspect…☆325Updated 5 months ago
- 🥇[1st Official Code] Quality Assessment for AI-Generated Content - Track 1: Image AIGC内容质量评估冠军方案☆37Updated 7 months ago
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆26Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆30Updated 5 months ago
- ☆135Updated 6 months ago
- 🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights an…☆158Updated 2 months ago
- 🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…☆49Updated 6 months ago
- Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training☆27Updated last year
- ☆21Updated 4 months ago
- Enhancing Blind Video Quality Assessment with Rich Quality-aware Features☆33Updated 6 months ago
- 🔥[ACMMM 2023, Official Code] for paper "EAT: An Enhancer for Aesthetics-Oriented Transformers". Official Weights and Demos provided. 目前是…☆134Updated 2 months ago
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆36Updated last year
- Official PyTorch implementation of "Scaling Up Personalized Image Aesthetic Assessment via Task Vector Customization" (ECCV 2024)☆19Updated 3 months ago
- Official released code for VQA² series models☆25Updated last month
- Aesthetically-Relevant-Image-Captioning☆28Updated last year
- 🔥[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☆33Updated 7 months ago