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
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 24 8 0 11 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 24 38 0 16 Jan 2024
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 28 3 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 24 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 22 17 0 02 Jan 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan Shiwei Zhang Xiang Wang Yujie Wei Tao Feng Yining Pan Yingya Zhang Ziwei Liu Samuel Albanie Dong Ni VGen 29 42 0 19 Dec 2023
PSCR: Patches Sampling-based Contrastive Regression for AIGC Image Quality Assessment Jiquan Yuan Xinyan Cao Linjing Cao Jinlong Lin Xixin Cao EGVM 41 11 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 25 19 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 29 0 0 05 Dec 2023
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning Chaofeng Chen Annan Wang Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 36 10 0 27 Nov 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 43 18 0 27 Nov 2023
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision Haoning Wu Zicheng Zhang Erli Zhang Chaofeng Chen Liang Liao ... Chunyi Li Wenxiu Sun Qiong Yan Guangtao Zhai Weisi Lin VLM 26 136 0 25 Sep 2023
Measuring the Quality of Text-to-Video Model Outputs: Metrics and Dataset Iya Chivileva Philip Lynch Tomás E. Ward Alan F. Smeaton EGVM 26 15 0 14 Sep 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 32 20 0 09 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 55 112 0 06 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 19 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 46 253 0 15 Jun 2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 37 38 0 22 May 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 41 15 0 16 May 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 168 352 0 02 May 2023
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 85 121 0 02 Oct 2022
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 39 24 0 28 Jul 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021