A Perceptual Quality Assessment Exploration for AIGC Images

22 March 2023

Zicheng Zhang

Chunyi Li

Wei Sun

Xiaohong Liu

Xiongkuo Min

Guangtao Zhai

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Papers citing "A Perceptual Quality Assessment Exploration for AIGC Images"

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InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Y. Hu Y. Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 34 0 0 14 Apr 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 36 0 0 13 Mar 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen W. Zhang Nenghai Yu EGVM 65 0 0 24 Feb 2025
D-Judge: How Far Are We? Evaluating the Discrepancies Between AI-synthesized Images and Natural Images through Multimodal Guidance Renyang Liu Ziyu Lyu Wei Zhou See-Kiong Ng EGVM 33 0 0 23 Dec 2024
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity Jili Xia Lihuo He Fei Gao K. Zhang Leida Li Xinbo Gao EGVM 65 1 0 25 Nov 2024
Advancing Video Quality Assessment for AIGC Xinli Yue Jianhui Sun Han Kong Liangchao Yao Tianyi Wang ... Jing Lv Fan Xia Yuetang Deng Qian Wang Lingchen Zhao VGen EGVM 24 0 0 23 Sep 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 40 10 0 17 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 32 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 30 5 0 13 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 39 2 0 07 Jun 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 29 28 0 23 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 31 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 16 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 48 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 28 10 0 23 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 36 17 0 04 Apr 2024
Bringing Textual Prompt to AI-Generated Image Quality Assessment Bowen Qu Haohui Li Wei-Nan Gao EGVM 21 5 0 27 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 27 7 0 28 Feb 2024
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception Yipo Huang Quan Yuan Xiangfei Sheng Zhichao Yang Haoning Wu Pengfei Chen Yuzhe Yang Leida Li Weisi Lin VLM 12 36 0 16 Jan 2024
TIER: Text-Image Encoder-based Regression for AIGC Image Quality Assessment Jiquan Yuan Xinyan Cao Jinming Che Qinyuan Wang Sen Liang Wei Ren Jinlong Lin Xixin Cao EGVM 14 1 0 08 Jan 2024
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image Chunyi Li Haoning Wu Zicheng Zhang Hongkun Hao Kaiwei Zhang Lei Bai Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai 17 15 0 02 Jan 2024
Offloading and Quality Control for AI Generated Content Services in 6G Mobile Edge Computing Networks Yi-Ting Wang Chang Liu Jun Zhao 11 1 0 11 Dec 2023
PSCR: Patches Sampling-based Contrastive Regression for AIGC Image Quality Assessment Jiquan Yuan Xinyan Cao Linjing Cao Jinlong Lin Xixin Cao EGVM 19 5 0 10 Dec 2023
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 11 17 0 09 Dec 2023
FERGI: Automatic Annotation of User Preferences for Text-to-Image Generation from Spontaneous Facial Expression Reaction Shuangquan Feng Junhua Ma Virginia R. de Sa EGVM 8 0 0 05 Dec 2023
PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images Jiquan Yuan Xinyan Cao Changjin Li Fanyi Yang Jinlong Lin Xixin Cao EGVM 22 18 0 27 Nov 2023
StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability Tengchuan Kou Xiaohong Liu Wei Sun Jun Jia Xiongkuo Min Guangtao Zhai Ning Liu 8 20 0 09 Aug 2023
Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation Zicheng Zhang Wei Sun Yingjie Zhou Haoning Wu Chunyi Li Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin 17 34 0 06 Jul 2023
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 14 251 0 15 Jun 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment Chunyi Li Zicheng Zhang Haoning Wu Wei Sun Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin EGVM 19 113 0 07 Jun 2023
An Overview on Generative AI at Scale with Edge-Cloud Computing Yun Cheng Wang Jintang Xue Chengwei Wei C.-C. Jay Kuo 19 27 0 02 Jun 2023
Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement Yunlong Dong Xiaohong Liu Yixuan Gao Xunchu Zhou Tao Tan Guangtao Zhai 39 15 0 16 May 2023