AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment

7 June 2023

Chunyi Li

Zicheng Zhang

Haoning Wu

Wei Sun

Xiongkuo Min

Xiaohong Liu

Guangtao Zhai

Weisi Lin

EGVM

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Papers citing "AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment"

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Title
AGHI-QA: A Subjective-Aligned Dataset and Metric for AI-Generated Human Images Yunhao Li Sijing Wu Wei Sun Zhichao Zhang Yucheng Zhu Zicheng Zhang Huiyu Duan Xiongkuo Min Guangtao Zhai EGVM 93 0 0 30 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yichang Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 48 0 0 14 Apr 2025
Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning Yiting Lu X. Li H. Wu Bingchen Li Weisi Lin Zhibo Chen 39 1 0 02 Apr 2025
HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment Zhichao Liao Xiaokun Liu Wenyu Qin Qingyu Li Qiulin Wang Pengfei Wan Di Zhang Long Zeng Pingfa Feng 59 0 0 31 Mar 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning Weiqi Li X. Zhang Shijie Zhao Yuyao Zhang Junlin Li Li Zhang Jian Zhang 50 3 0 28 Mar 2025
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy Yinan Sun Xiongkuo Min Zicheng Zhang Yixuan Gao Y. Cao Guangtao Zhai VLM 64 0 0 26 Mar 2025
MoEdit: On Learning Quantity Perception for Multi-object Image Editing Yanfeng Li Kahou Chan Yue Sun C. Lam Tong Tong Zitong Yu Keren Fu Xiaohong Liu Tao Tan DiffM 41 0 0 13 Mar 2025
Teaching LMMs for Image Quality Scoring and Interpreting Zicheng Zhang H. Wu Ziheng Jia Weisi Lin Guangtao Zhai 68 1 0 12 Mar 2025
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts Hantao Zhou Rui Yang Longxiang Tang Guanyi Qin Yuyao Zhang R. Hu Xiu Li 49 0 0 09 Mar 2025
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation Zhichao Yang Leida Li Pengfei Chen Jinjian Wu Giuseppe Valenzise 73 0 0 04 Mar 2025
Perceptual Visual Quality Assessment: Principles, Methods, and Future Directions Wei Zhou Hadi Amirpour Christian Timmerer Guangtao Zhai P. Callet Alan C. Bovik 51 0 0 01 Mar 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen Weinan Zhang Nenghai Yu EGVM 70 0 0 24 Feb 2025
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lu Liu Huiyu Duan Qiang Hu Liu Yang Chunlei Cai Tianxiao Ye Huayu Liu Xiaoyun Zhang Guangtao Zhai EGVM 97 1 0 17 Dec 2024
Benchmarking and Learning Multi-Dimensional Quality Evaluator for Text-to-3D Generation Yujie Zhang Bingyang Cui Qi Yang Zhu Li Yiling Xu 66 0 0 15 Dec 2024
Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Sara Ghazanfari Siddharth Garg Nicolas Flammarion Prashanth Krishnamurthy Farshad Khorrami Francesco Croce VLM 94 0 0 13 Dec 2024
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator Fan Yang Ru Zhen J. T. Wang Yanhao Zhang Haoxiang Chen Haonan Lu Sicheng Zhao Guiguang Ding 71 0 0 26 Nov 2024
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity Jili Xia Lihuo He Fei Gao Peng Sun Leida Li Xinbo Gao EGVM 75 1 0 25 Nov 2024
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric Zhichao Zhang Wei Sun Xinyue Li Yunhao Li Qihang Ge ... Zhongpeng Ji Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai EGVM 119 1 0 25 Nov 2024
Interactive Visual Assessment for Text-to-Image Generation Models Xiaoyue Mi Fan Tang Juan Cao Qiang Sheng Ziyao Huang Peng Li Yijia Liu Tong-Yee Lee EGVM 71 0 0 23 Nov 2024
EVQAScore: A Fine-grained Metric for Video Question Answering Data Quality Evaluation Hao Liang Zirong Chen W. Zhang Wentao Zhang 36 1 0 11 Nov 2024
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? Chunyi Li J. Zhang Zicheng Zhang H. Wu Yuan Tian ... Guo Lu Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai AAML 39 3 0 07 Oct 2024
Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment Kai Liu Ziqing Zhang Wenbo Li Renjing Pei Fenglong Song Xiaohong Liu Linghe Kong Yulun Zhang VLM 36 1 0 03 Oct 2024
Explore the Hallucination on Low-level Perception for MLLMs Yinan Sun Zicheng Zhang H. Wu Xiaohong Liu Weisi Lin Guangtao Zhai Xiongkuo Min 32 2 0 15 Sep 2024
CLIP-AGIQA: Boosting the Performance of AI-Generated Image Quality Assessment with CLIP Zhenchen Tang Zichuan Wang Bo Peng Jing Dong EGVM 35 2 0 27 Aug 2024
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment Jun Fu Wei Zhou Qiuping Jiang Hantao Liu Guangtao Zhai VLM CLIP 42 8 0 24 Jun 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Chunyi Li Xiele Wu H. Wu Donghui Feng Zicheng Zhang Guo Lu Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin VLM 46 5 0 13 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 47 2 0 07 Jun 2024
A-Bench: Are LMMs Masters at Evaluating AI-generated Images? Zicheng Zhang H. Wu Chunyi Li Yingjie Zhou Wei Sun Xiongkuo Min Zijian Chen Xiaohong Liu Weisi Lin Guangtao Zhai EGVM 72 16 0 05 Jun 2024
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment Hantao Zhou Longxiang Tang Rui Yang Guanyi Qin Yan Zhang Runze Hu Xiu Li 34 5 0 03 Jun 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare Hanwei Zhu Haoning Wu Yixuan Li Zicheng Zhang Baoliang Chen Lingyu Zhu Yuming Fang Guangtao Zhai Weisi Lin Shiqi Wang 48 18 0 29 May 2024
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics Zhangkai Ni Yue Liu Keyan Ding Wenhan Yang Hanli Wang Shiqi Wang 46 7 0 29 May 2024
Learning Multi-dimensional Human Preference for Text-to-Image Generation Sixian Zhang Bohan Wang Junqiang Wu Yan Li Tingting Gao Di Zhang Zhongyuan Wang EGVM 48 29 0 23 May 2024
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images Memoona Aziz Umair Rehman Muhammad Umair Danish Katarina Grolinger EGVM 35 4 0 15 May 2024
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method Peisong He Leyao Zhu Jiaxing Li Shiqi Wang Haoliang Li EGVM 23 2 0 07 May 2024
Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance Xunchu Zhou Xiaohong Liu Yunlong Dong Tengchuan Kou Yixuan Gao Zicheng Zhang Chunyi Li Haoning Wu Guangtao Zhai 41 3 0 06 May 2024
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images Jiquan Yuan Fanyi Yang Jihe Li Xinyan Cao Jinming Che Jinlong Lin Xixin Cao EGVM 39 2 0 29 Apr 2024
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu Xiongkuo Min Guangtao Zhai Chunyi Li Tengchuan Kou ... Qi Yan Youran Qu Xiaohui Zeng Lele Wang Renjie Liao 58 29 0 25 Apr 2024
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment Tianwei Zhou Songbai Tan Wei Zhou Yu Luo Yuan-Gen Wang Guanghui Yue EGVM 41 10 0 23 Apr 2024
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition Xi Fang Weigang Wang Xiaoxin Lv Jun Yan EGVM 42 3 0 20 Apr 2024
Detecting AI Generated Text Based on NLP and Machine Learning Approaches Nuzhat Prova DeLMO 14 3 0 15 Apr 2024
THQA: A Perceptual Quality Assessment Database for Talking Heads Yingjie Zhou Zicheng Zhang Wei Sun Xiaohong Liu Xiongkuo Min Zhihua Wang Xiao-Ping Zhang Guangtao Zhai EGVM 32 10 0 13 Apr 2024
AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment Chunyi Li Tengchuan Kou Yixuan Gao Y. Cao Wei Sun ... Weixia Zhang Haoning Wu Xiaohong Liu Xiongkuo Min Guangtao Zhai 41 17 0 04 Apr 2024
AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images Liu Yang Huiyu Duan Long Teng Yucheng Zhu Xiaohong Liu Menghan Hu Xiongkuo Min Guangtao Zhai P. Callet EGVM 39 12 0 01 Apr 2024
AAPMT: AGI Assessment Through Prompt and Metric Transformer Benhao Huang EGVM 19 0 0 28 Mar 2024
Bringing Textual Prompt to AI-Generated Image Quality Assessment Bowen Qu Haohui Li Wei-Nan Gao EGVM 24 5 0 27 Mar 2024
VisualCritic: Making LMMs Perceive Visual Quality Like Humans Zhipeng Huang Zhizheng Zhang Yiting Lu Zheng-Jun Zha Zhibo Chen Baining Guo MLLM 55 12 0 19 Mar 2024
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment Tianhe Wu Kede Ma Jie-Kai Liang Yujiu Yang Lei Zhang 34 19 0 16 Mar 2024
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts Zewen Chen Haina Qin Juan Wang Chunfen Yuan Bing Li Weiming Hu Liang Wang VLM 39 7 0 08 Mar 2024
SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model Bin Cao Jianhao Yuan Yexin Liu Jian Li Shuyang Sun Jing Liu Bo-Lu Zhao DiffM 40 7 0 28 Feb 2024
Towards Open-ended Visual Quality Comparison Haoning Wu Hanwei Zhu Zicheng Zhang Erli Zhang Chaofeng Chen ... Qiong Yan Xiaohong Liu Guangtao Zhai Shiqi Wang Weisi Lin AAML 59 49 0 26 Feb 2024