ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for
Generalizable and Robust Synthetic Image Detection

ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image Detection

23 February 2023

Md Awsafur Rahman

Najibul Haque Sarker

Zaber Ibn Abdul Hakim

Papers citing "ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image Detection"

11 / 11 papers shown

Title
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution Pietro Bongini S. Mandelli Andrea Montibeller Mirko Casu Orazio Pontorno ... Paolo Bestagini Irene Amerini F. D. De Natale Sebastiano Battiato Mauro Barni VLM 167 0 0 28 Apr 2025
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Feng-Long Xie Weidi Xie VLM 87 29 0 27 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 108 12 0 02 Jun 2024
RepMix: Representation Mixing for Robust Attribution of Synthesized Images Tu Bui Ning Yu John Collomosse 47 35 0 05 Jul 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li Zhe Lin Kun Zhou Lu Qi Yi Wang Jiaya Jia 53 313 0 29 Mar 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 235 3,552 0 20 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 441 1,617 0 10 Nov 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 46 261 0 30 Sep 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 275 692 0 22 Apr 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 132 509 0 14 Jan 2021
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 125 965 0 23 Dec 2019