yipoh / AesBenchLinks
An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.
☆249Updated 8 months ago
Alternatives and similar repositories for AesBench
Users that are interested in AesBench are comparing it to the libraries listed below
Sorting:
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆91Updated 9 months ago
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆230Updated last year
- ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a bench…☆85Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆67Updated 2 years ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆88Updated 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…☆275Updated last year
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆81Updated last year
- [TCSVT 2024] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Genera…☆17Updated last year
- [CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution☆190Updated 7 months ago
- ☆90Updated last year
- 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）☆75Updated 2 weeks ago
- Unified Multi-modal IAA Baseline and Benchmark☆89Updated last year
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆28Updated 2 years ago
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆227Updated 9 months ago
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆23Updated 3 months ago
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆515Updated 7 months ago
- 🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights an…☆193Updated 3 months ago
- DepictQA: Depicted Image Quality Assessment with Vision Language Models☆178Updated 8 months ago
- The public code for "PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts"☆28Updated 8 months ago
- ☆27Updated last year
- [ACMMM2025] Official released code for VQA² series models☆54Updated last week
- 🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…☆84Updated last year
- [TCSVT] Theme-aware Visual Attribute Reasoning for Image Aesthetics Assessment☆22Updated 2 years ago
- Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment☆111Updated 7 months ago
- ☆191Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆42Updated 8 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☆59Updated 3 months ago
- 🔥[ACMMM 2023, Official Code] for paper "EAT: An Enhancer for Aesthetics-Oriented Transformers". Official Weights and Demos provided. 目前是…☆174Updated 3 months ago
- [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images☆36Updated 4 months ago
- This is a list of resources that utilize machine learning technologies to solve image aesthetic assessment.☆48Updated last year