An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.
☆261Feb 4, 2025Updated last year
Alternatives and similar repositories for AesBench
Users that are interested in AesBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆105Jan 19, 2025Updated last year
- [TCSVT 2025] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Genera…☆24Oct 26, 2025Updated 8 months ago
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆239Aug 12, 2024Updated last year
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆24Jul 3, 2025Updated 11 months ago
- [TCSVT] Theme-aware Visual Attribute Reasoning for Image Aesthetics Assessment☆23Apr 10, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a bench…☆87Sep 29, 2024Updated last year
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆44Apr 21, 2026Updated 2 months ago
- [TCSVT'24] Offical Implementation of 2AFC-LMMs☆12Aug 17, 2024Updated last year
- ☆101Nov 21, 2023Updated 2 years ago
- Code for the paper "Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment"☆101Mar 28, 2023Updated 3 years ago
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆240Jan 10, 2025Updated 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…☆287Aug 12, 2024Updated last year
- [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images☆38Apr 29, 2026Updated 2 months ago
- Aesthetically-Relevant-Image-Captioning☆34Apr 26, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 🔥[IJCAI 2022, Official Code] for paper "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and D…☆371Sep 25, 2025Updated 9 months ago
- Unified Multi-modal IAA Baseline and Benchmark☆95Sep 27, 2024Updated last year
- ☆407Jul 11, 2024Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆71Oct 24, 2023Updated 2 years ago
- ☆17Dec 8, 2024Updated last year
- [MM 2024 Oral] Refiner for AIGC☆28Jul 29, 2024Updated last year
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆605Jun 22, 2026Updated last week
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆12Jul 8, 2023Updated 2 years ago
- ☆108Mar 14, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Mar 10, 2024Updated 2 years ago
- [ECCV 2024 & TIP] DepictQA: Depicted Image Quality Assessment with Vision Language Models☆227May 21, 2026Updated last month
- AAAI-2024☆22Sep 18, 2025Updated 9 months ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆94Jul 20, 2024Updated last year
- [CVPR 2024] Blind Image Quality Assessment Based On Geometric Order Learning☆31Jun 26, 2024Updated 2 years ago
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆30May 1, 2023Updated 3 years ago
- A image caption dataset about images from www.dpchallenge.com.☆20Dec 12, 2019Updated 6 years ago
- Dataset for the investigation of visual semiotics, and how specific visual features and design choices can elicit specific emotions, thou…☆10Dec 13, 2023Updated 2 years ago
- [AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images☆490Oct 27, 2023Updated 2 years 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.
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆87Aug 12, 2024Updated last year
- Implementation of the paper: A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment☆17Mar 8, 2020Updated 6 years ago
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆33Jun 14, 2024Updated 2 years ago
- [ICLR'26] "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆65May 20, 2026Updated last month
- [MM'20] Aesthetic-Aware Image Style Transfer☆15Sep 16, 2021Updated 4 years ago
- [ACM MM 2025] MLLMs for Aesthetics Reasoning☆26Jan 5, 2026Updated 5 months ago
- 🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights an…☆213Jun 15, 2026Updated 2 weeks ago