DepictQA: Depicted Image Quality Assessment with Vision Language Models
☆198Nov 28, 2025Updated 3 months ago
Alternatives and similar repositories for DepictQA
Users that are interested in DepictQA are comparing it to the libraries listed below
Sorting:
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆44Oct 25, 2024Updated last year
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆92Jul 20, 2024Updated last year
- [CVPR 2025] Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution☆223Dec 16, 2025Updated 2 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…☆86Sep 29, 2024Updated last year
- [CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective☆236Jan 10, 2025Updated last year
- [ICLR'26] "Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment"☆58Jan 27, 2026Updated last month
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆48Feb 20, 2025Updated last year
- ②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.☆235Aug 12, 2024Updated last year
- Q-Insight is open-sourced at https://github.com/bytedance/Q-Insight. This repository will not receive further updates.☆142May 30, 2025Updated 9 months ago
- ③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.☆575Mar 12, 2025Updated 11 months ago
- [ACMMM2025] Official released code for VQA² series models☆61Oct 19, 2025Updated 4 months ago
- 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…☆282Aug 12, 2024Updated last year
- Official implementation for "Seagull: No-reference Image Quality Assessment for Regions of Interest via Visual-Language Instruction Tunin…☆58Mar 7, 2025Updated 11 months ago
- Collections of papers and code for employing MLLM for quality assessment tasks.☆13Apr 18, 2024Updated last year
- ☆107Mar 14, 2024Updated last year
- Official repo for `LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM', ACM MM2024 Oral☆17Nov 21, 2024Updated last year
- [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.☆40Jul 11, 2023Updated 2 years ago
- Unifying Image Processing as Visual Prompting Question Answering☆24Jun 17, 2024Updated last year
- [CVPR 2025 满分论文 Ratings: 555]☆37May 9, 2025Updated 9 months ago
- Q-Insight Family: Q-Insight, VQ-Insight and RALI (NeurIPS 2025 Spotlight, AAAI 2026 Oral, and ICLR 2026 Oral)☆261Feb 6, 2026Updated 3 weeks ago
- [ACMMM 2024] AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception☆102Jan 19, 2025Updated last year
- A comprehensive collection of IQA papers☆1,464Dec 30, 2025Updated 2 months ago
- [CVPRW2024, Official Code] for paper "Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribu…☆14Jun 14, 2024Updated last year
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆135Mar 12, 2025Updated 11 months ago
- [NeurIPS 2025 Spotlight] VisualQuality-R1 is the first open-sourced NR-IQA model can accurately describe and rate the image quality.☆157Oct 15, 2025Updated 4 months ago
- [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"☆85Aug 12, 2024Updated last year
- Official Code for our CVPR2023 paper "Human Guided Ground-truth Generation for Realistic Image Super-resolution"☆131Jan 8, 2024Updated 2 years ago
- [TPAMI] Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing☆25Jul 3, 2025Updated 8 months ago
- Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment☆126Mar 10, 2025Updated 11 months ago
- 🏆 [CVPRW 2024] COVER: A Comprehensive Video Quality Evaluator. 🥇 Winner solution for Video Quality Assessment Challenge at the 1st AIS…☆95Jul 18, 2024Updated last year
- [AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images☆477Oct 27, 2023Updated 2 years ago
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆28Oct 7, 2024Updated last year
- A unified interface for downloading and loading popular Image Quality Assessment (IQA) datasets.☆149May 23, 2025Updated 9 months ago
- [IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment☆69Oct 24, 2023Updated 2 years ago
- Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"☆118Feb 14, 2026Updated 2 weeks ago
- Implementation of QoMEX 2021 "Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness"☆17Sep 28, 2022Updated 3 years ago
- [TIP 2025] Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation☆10Jul 8, 2023Updated 2 years ago
- Non-local Modeling for Image Quality Assessment☆13Dec 20, 2023Updated 2 years ago
- AGIQA-1k-Database for AI Generated Content Image Quality Assessment☆29May 1, 2023Updated 2 years ago