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 visual quality assessment.
☆286Aug 12, 2024Updated last year
Alternatives and similar repositories for Q-Bench
Users that are interested in Q-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆87Aug 12, 2024Updated 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…☆87Sep 29, 2024Updated last year
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆41Jul 11, 2023Updated 2 years ago
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆600Mar 12, 2025Updated last year
- 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.
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆44Apr 21, 2026Updated last month
- [WIP@Oct 13] 质衡-基准测试 (Q-Bench in Chinese),包含中文版【底层视觉问答】和【底层视觉描述】数据集,以及中文提示下的图片质量评价。 We will release Q-Bench in more languages in the futu…☆24Jan 7, 2024Updated 2 years ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆94Jul 20, 2024Updated last year
- [ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.☆344Aug 12, 2024Updated last year
- [ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspect…☆505Aug 12, 2024Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆71Oct 24, 2023Updated 2 years ago
- [MM 2024 Oral] Refiner for AIGC☆28Jul 29, 2024Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆51Feb 20, 2025Updated last year
- [ICLR'26] "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆65May 20, 2026Updated 3 weeks 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.
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆11Jul 8, 2023Updated 2 years ago
- Collections of papers and code for employing MLLM for quality assessment tasks.☆12Apr 18, 2024Updated 2 years ago
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆238Jan 10, 2025Updated last year
- [ECCV 2024 & TIP] DepictQA: Depicted Image Quality Assessment with Vision Language Models☆226May 21, 2026Updated 3 weeks ago
- [IEEE TCSVT'24] Study of Subjective and Objective Naturalness Assessment of AI-Generated Images☆38Apr 29, 2026Updated last month
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆30May 1, 2023Updated 3 years ago
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆105Jan 19, 2025Updated last year
- LMM for VQA, tcsvt version☆10Jul 19, 2024Updated last year
- [AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images☆489Oct 27, 2023Updated 2 years 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.
- Official code for "Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization"☆17Aug 7, 2024Updated last year
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆24Jul 3, 2025Updated 11 months ago
- [ACMMM2025] Official released code for VQA² series models☆67Apr 21, 2026Updated last month
- 🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQ…☆3,266May 31, 2026Updated last week
- A comprehensive collection of IQA papers☆1,516Apr 29, 2026Updated last month
- An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.☆259Feb 4, 2025Updated last year
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- [ICLR 2025] What do we expect from LMMs as AIGI evaluators and how do they perform?☆127Feb 3, 2025Updated last year
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆33Jun 14, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution☆237Dec 16, 2025Updated 5 months ago
- [CVPR 2025 满分论文 Ratings: 555]☆38May 9, 2025Updated last year
- [TCSVT'24] Offical Implementation of 2AFC-LMMs☆12Aug 17, 2024Updated last year
- [CVPR 2025] A benchmark for video quality understanding of LMMs☆113Mar 14, 2025Updated last year
- Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral☆17Nov 21, 2024Updated last year
- Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆57Mar 7, 2025Updated last year
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆130Jul 27, 2024Updated last year