SOTAVerified

Synthetic Image Detection

Identify if the image is real or generated/manipulated by any generative models (GAN or Diffusion).

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 28 papers

TitleStatusHype
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image DetectionCode5
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection MethodsCode2
Improving Synthetic Image Detection Towards Generalization: An Image Transformation PerspectiveCode2
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AICode1
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage AnalysisCode1
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images DetectionCode1
ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image DetectionCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image DetectionCode1
Generalizable Synthetic Image Detection via Language-guided Contrastive LearningCode1
Harnessing the Power of Large Vision Language Models for Synthetic Image DetectionCode1
ImagiNet: A Multi-Content Benchmark for Synthetic Image DetectionCode1
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image DetectionCode1
TGIF: Text-Guided Inpainting Forgery DatasetCode1
Methods and Trends in Detecting Generated Images: A Comprehensive Review—0
LEGION: Learning to Ground and Explain for Synthetic Image Detection—0
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling—0
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition—0
Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis—0
Harnessing Machine Learning for Discerning AI-Generated Synthetic Images—0
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces—0
When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image LaunderingCode0
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image DetectionCode0
VERITAS: Verification and Explanation of Realness in Images for Transparency in AI SystemsCode0
Present and Future Generalization of Synthetic Image DetectorsCode0
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.