[CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution
☆243Jul 11, 2026Updated 2 weeks ago
Alternatives and similar repositories for DeQA-Score
Users that are interested in DeQA-Score are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2024 & TIP] DepictQA: Depicted Image Quality Assessment with Vision Language Models☆230May 21, 2026Updated 2 months ago
- [NeurIPS 2025 Spotlight] VisualQuality-R1 is the first open-sourced NR-IQA model can accurately describe and rate the image quality.☆201Oct 15, 2025Updated 9 months ago
- Q-Insight Family: Q-Insight, VQ-Insight and RALI (NeurIPS 2025 Spotlight, AAAI 2026 Oral, and ICLR 2026 Oral)☆312Mar 3, 2026Updated 4 months ago
- Q-Insight is open-sourced at https://github.com/bytedance/Q-Insight. This repository will not receive further updates.☆142May 30, 2025Updated last year
- Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"☆68Sep 15, 2025Updated 10 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.
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆52Feb 20, 2025Updated last year
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆94Jul 20, 2024Updated 2 years ago
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆49Apr 21, 2026Updated 3 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…☆87Sep 29, 2024Updated last year
- [NeurIPS 2025] DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution☆83Dec 20, 2025Updated 7 months ago
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆612Jun 24, 2026Updated last month
- [ICLR'26] "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆64May 20, 2026Updated 2 months ago
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆241Jan 10, 2025Updated last year
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆70Oct 24, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2025 满分论文 Ratings: 555]☆38May 9, 2025Updated last year
- [AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images☆491Oct 27, 2023Updated 2 years ago
- The public code for "PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts"☆30Feb 28, 2025Updated last year
- 🔥🔥🔥[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 implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆57Mar 7, 2025Updated last year
- [TMM] MINT-IQA: Quality Assessment for AI Generated Images with Instruction Tuning☆21Nov 21, 2025Updated 8 months ago
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆796Jun 18, 2026Updated last month
- [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)☆215Feb 25, 2026Updated 5 months ago
- Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment☆132Mar 10, 2025Updated last year
- 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.
- [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆422Mar 26, 2025Updated last year
- Official implementation of HPSv3: Towards Wide-Spectrum Human Preference Score (ICCV2025)☆330Dec 5, 2025Updated 7 months ago
- Teaching LMMs for Image Quality Scoring and Interpreting☆98Mar 25, 2025Updated last year
- Collections of papers and code for employing MLLM for quality assessment tasks.☆12Apr 18, 2024Updated 2 years ago
- A comprehensive collection of IQA papers☆1,538Jul 6, 2026Updated 3 weeks ago
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆238Aug 12, 2024Updated 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
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆41Jul 11, 2023Updated 3 years ago
- Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization☆27Jan 27, 2026Updated 6 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.
- Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training☆39Nov 11, 2023Updated 2 years ago
- 🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQ…☆3,345Jul 8, 2026Updated 3 weeks ago
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,437May 7, 2026Updated 2 months ago
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- 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
- [ICML2026 Spotlight] UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture☆158Jul 13, 2026Updated 2 weeks ago
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆105Jan 19, 2025Updated last year