Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images

25 April 2023

Zeyu Lu

Di Huang

Wanli Ouyang

Papers citing "Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images"

30 / 30 papers shown

Title
Revisiting Data Auditing in Large Vision-Language Models Hongyu Zhu Sichu Liang W. Wang Boheng Li Tongxin Yuan Fangqi Li Shilin Wang Zhuosheng Zhang VLM 167 0 0 25 Apr 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 62 0 0 19 Mar 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 120 2 0 07 Feb 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 70 2 0 17 Jan 2025
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection Zhihao Sun Haoran Jiang Haoran Chen Yixin Cao Xipeng Qiu Zuxuan Wu Yu Jiang 70 1 0 29 Nov 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Jian Liu Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 98 2 0 18 Nov 2024
The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods Linda Laurier Ave Giulietta Arlo Octavia Meade Cleti 53 3 0 24 Oct 2024
Examining the Prevalence and Dynamics of AI-Generated Media in Art Subreddits Hana Matatov Marianne Aubin Le Quere Ofra Amir Mor Naaman 18 1 0 09 Oct 2024
HyperDet: Generalizable Detection of Synthesized Images by Generating and Merging A Mixture of Hyper LoRAs Huangsen Cao Yongwei Wang Yinfeng Liu Sixian Zheng Kangtao Lv Zhimeng Zhang Bo Zhang Xin Ding Fei Wu 26 1 0 08 Oct 2024
Generating Realistic X-ray Scattering Images Using Stable Diffusion and Human-in-the-loop Annotations Zhuowen Zhao Xiaoya Chong Tanny Chavez Alexander Hexemer 34 1 0 22 Aug 2024
Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection Taharim Rahman Anon Jakaria Islam Emon 35 3 0 18 Aug 2024
Conditioned Prompt-Optimization for Continual Deepfake Detection Francesco Laiti Benedetta Liberatori Thomas De Min Elisa Ricci 40 3 0 31 Jul 2024
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs Wenqian Ye Guangtao Zheng Yunsheng Ma Xu Cao Bolin Lai James M. Rehg Aidong Zhang 37 10 0 24 Jun 2024
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos Zijian Chen Wei Sun Yuan Tian Jun Jia Zicheng Zhang Jiarui Wang Ru Huang Xiongkuo Min Guangtao Zhai Wenjun Zhang EGVM 48 10 0 10 Jun 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark Li Lin Santosh Xin Eric Wang Shu Hu Shu Hu EGVM 81 11 0 02 Jun 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
Unmasking Illusions: Understanding Human Perception of Audiovisual Deepfakes Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang 38 3 0 07 May 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 64 8 0 25 Apr 2024
The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking Yuying Li Zeyan Liu Junyi Zhao Liangqin Ren Fengjun Li Jiebo Luo Bo Luo 30 1 0 22 Apr 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 29 17 0 26 Mar 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 26 18 0 29 Feb 2024
VGMShield: Mitigating Misuse of Video Generative Models Yan Pang Yang Zhang Tianhao Wang 34 3 0 20 Feb 2024
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images? Anna Yoo Jeong Ha Josephine Passananti Ronik Bhaskar Shawn Shan Reid Southen Haitao Zheng Ben Y. Zhao AAML 19 22 0 05 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 83 56 0 22 Jan 2024
Security and Privacy on Generative Data in AIGC: A Survey Tao Wang Yushu Zhang Shuren Qi Ruoyu Zhao Zhihua Xia Jian Weng 56 44 0 18 Sep 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 41 251 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 19 115 0 07 Jun 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Lei Bai Yu Qiao Xihui Liu DiffM 29 15 0 24 Apr 2023
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 314 4,203 0 23 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 267 10,348 0 12 Dec 2018